diff --git a/6-ml-pipeline/dev/Readme.md b/6-ml-pipeline/dev/Readme.md new file mode 100644 index 00000000..4b1f24e1 --- /dev/null +++ b/6-ml-pipeline/dev/Readme.md @@ -0,0 +1,164 @@ +# Overview +This environment is set up for interactive coding and experimentations. After the project is up, the vertex workbench is deployed from service catalog and The datascientis can use it to write their code including any experiments, data processing code and pipeline components. In addition, a cloud storage bucket is deployed to use as the storage for our operations. Optionally a composer environment is which will later be used to schedule the pipeline run on intervals. + +For our pipeline which trains and deploys a model on the [census income dataset](https://archive.ics.uci.edu/dataset/20/census+income), we use a notebook in the dev workbench to create our pipeline components, put them together into a pipeline and do a dry run of the pipeline to make sure there are no issues. You can access the repository [here](https://github.com/GoogleCloudPlatform/terraform-google-enterprise-genai/tree/main/7-vertexpipeline). [^1] + +[^1]: There is a Dockerfile in the repo which is the docker image used to run all pipeline steps and cloud build steps. In non-prod and prod environments, the only NIST compliant way to access additional dependencies and requirements is via docker images uploaded to artifact registry. We have baked everything for running the pipeline into this docker which exsits in the shared artifact registry. + +Once confident, we divide the code in two separate files to use in our CI/CD process in the non-prod environment. First is *compile_pipeline.py* which includes the code to build the pipeline and compile it into a directory (in our case, /common/vertex-ai-pipeline/pipeline_package.yaml) + +The second file, i.e. *runpipeline.py* includes the code for running the compiled pipeline. This is where the correct environemnt variables for non-prod nad prod (e.g., service accounts to use for each stage of the pipeline, kms keys corresponding to each step, buckets, etc.) are set. And eventually the pipeline is loaded from the yaml file at *common/vertex-ai-pipeline/pipeline_package.yaml* and submitted to vertex ai. + + +There is a *cloudbuild.yaml* file in the repo with the CI/CD steps as follows: + +1. Upload the Dataflow src file to the bucket in non-prod +2. Upload the dataset to the bucket +3. Run *compile_pipeline.py* to compile the pipeline +4. Run the pipeline via *runpipeline.py* +5. Optionally, upload the pipeline's yaml file to the composer bucket to make it available for scheduled pipeline runs + +The cloud build trigger will be setup in the non-prod project which is where the ML pipeline will run. There are currently three branches on the repo namely dev, staging (non-prod), and prod. Cloud build will trigger the pipeline once there is a merge into the staging (non-prod) branch from dev. However, model deployment and monitorings steps take place in the prod environment. As a result, the service agents and service accounts of the non-prod environment are given some permission on the prod environment and vice versa. + +Each time a pipeline job finishes successfully, a new version of the census income bracket predictor model will be deployed on the endpoint which will only take 25 percent of the traffic wherease the other 75 percent goes to the previous version of the model to enable A/B testing. + +You can read more about the details of the pipeline components on the [pipeline's repo](https://github.com/GoogleCloudPlatform/terraform-google-enterprise-genai/tree/main/7-vertexpipeline#readme) + +# Step by step +Before you start, make sure you have your personal git access token ready. The git menu option on the left bar of the workbench requires the personal token to connect to git and clone the repo. +Also make sure to have a gcs bucket ready to store the artifacts for the tutorial. To deploy the bucket, you can go to service catalog and create a new deployment from the storage bucket solution. +### 1. Run the notebook +- Take 7-vertexpipeline folder and make you own copy as a standalone git repository and clone it in the workbench in your dev project. Create a dev branch of the new repository. Switch to the dev branch by choosing it in the branch section of the git view. Now go back to the file browser view by clicking the first option on the left bar menu. Navigate to the directory you just clone and run [the notebook](https://github.com/GoogleCloudPlatform/terraform-google-enterprise-genai/blob/main/7-vertexpipeline/census_pipeline.ipynb) cell by cell. Pay attention to the instructions and comments in the notebook and don't forget to set the correct values corresponding to your dev project. + +### 2. Configure cloud build +- After the notebook runs successfully and the pipeline's test run finishes in the dev environment, create a cloud build trigger in your non-prod project. Configure the trigger to run when there is a merge into the staging (non-prod) branch by following the below settings. + + |Setting|Value| + |-------|-----| + |Event|push to branch| + |Repository generation|1st gen| + |Repository|the url to your fork of the repo| + |Branch|staging| + |Configuration|Autodetected/Cloud Build configuration file (yaml or json)| + |Location|Repository| + |Cloud Build configuration file location|cloudbuild.yaml| + + +- Open the cloudbuild.yaml file in your workbench and for steps 1 which uploads the source code for the dataflow job to your bucket. + + ``` + name: 'gcr.io/cloud-builders/gsutil' + args: ['cp', '-r', './src', 'gs://{your-bucket-name}'] + ``` + +- Similarly in step 2, replace the bucket name with the name of your own bucket in the non-prod project in order to upload the data to your bucket: + ``` + name: 'gcr.io/cloud-builders/gsutil' + args: ['cp', '-r', './data', 'gs://{your-bucket-name}'] + ``` + +- Change the name of the image for step 3 and 4 to that of your own artifact project, i.e., `us-central1-docker.pkg.dev/{artifact_project_id}/c-publish-artifacts/vertexpipeline:v2` This is the project with artifact registry that houses the image required to run the pipeline. + +``` + - name: 'us-central1-docker.pkg.dev/{your-artifact-project}/c-publish-artifacts/vertexpipeline:v2' + entrypoint: 'python' + args: ['compile_pipeline.py'] + id: 'compile_job' + + # run pipeline + - name: 'us-central1-docker.pkg.dev/{your-artifact-project}/c-publish-artifacts/vertexpipeline:v2' + entrypoint: 'python' + args: ['runpipeline.py'] + id: 'run_job' + waitFor: ['compile_job'] +``` + +- Optionally, if you want to schedule pipeline runs on regular intervals, uncomment the last two steps and replace the composer bucket with the name of your composer's bucket. The first step uploads the pipeline's yaml to the bucket and the second step uploads the dag to read that yaml and trigger the vertex pipeline: +``` + # upload to composer + - name: 'gcr.io/cloud-builders/gsutil' + args: ['cp', './common/vertex-ai-pipeline/pipeline_package.yaml', 'gs://{your-composer-bucket}/dags/common/vertex-ai-pipeline/'] + id: 'upload_composer_file' + + # upload pipeline dag to composer + - name: 'gcr.io/cloud-builders/gsutil' + args: ['cp', './composer/dags/dag.py', 'gs://{your-composer-bucket}/dags/'] + id: 'upload dag' +``` + +### 3. Configure variables in compile_pipeline.py and runpipeline.py +- Make sure to set the correct values for variables like **PROJECT_ID**, **BUCKET_URI**, encryption keys and service accounts, etc.: + + |variable|definition|example value|How to obtain| + |--------|----------|-------------|-------------| + |PROJECT_ID|The id of the non-prod project|`{none-prod-project-id}`|From the project's menu in console navigate to the `fldr-non-production/fldr-non-production-bu3` folder; here you can find the machine learning project in non-prod (`prj-n-bu3machine-learning`) and obtain its' ID| + |BUCKET_URI|URI of the non-prod bucket|`gs://non-prod-bucket`|From the project menu in console navigate to the non-prod ML project `fldr-non-production/fldr-non-production-bu3/prj-n-bu3machine-learning` project, navigate to cloud storage and copy the name of the bucket available there| + |REGION|The region for pipeline jobs|Can be left as default `us-central1`| + |PROD_PROJECT_ID|ID of the prod project|`prod-project-id`|In console's project menu, navigate to the `fldr-production/fldr-production-bu3` folder; here you can find the machine learning project in prod (`prj-p-bu3machine-learning`) and obtain its' ID| + |Image|The image artifact used to run the pipeline components. The image is already built and pushed to the artifact repository in your artifact project under the common folder|`f"us-central1-docker.pkg.dev/{{artifact-project}}/{{artifact-repository}}/vertexpipeline:v2"`|Navigate to `fldr-common/prj-c-bu3artifacts` project. Navigate to the artifact registry repositories in the project to find the full name of the image artifact.| + |DATAFLOW_SUBNET|The shared subnet in non-prod env required to run the dataflow job|`https://www.googleapis.com/compute/v1/projects/{non-prod-network-project}/regions/us-central1/subnetworks/{subnetwork-name}`|Navigate to the `fldr-network/prj-n-shared-restricted` project. Navigate to the VPC networks and under the subnets tab, find the name of the network associated with your region (us-central1)| + |SERVICE_ACCOUNT|The service account used to run the pipeline and it's components such as the model monitoring job. This is the compute default service account of non-prod if you don't plan on using another costume service account|`{non-prod-project_number}-compute@developer.gserviceaccount.com`|Head over to the IAM page in the non-prod project `fldr-non-production/fldr-non-production-bu3/prj-n-bu3machine-learning`, check the box for `Include Google-provided role grants` and look for the service account with the `{project_number}-compute@developer.gserviceaccount.com`| + |PROD_SERICE_ACCOUNT|The service account used to create endpoint, upload the model, and deploy the model in the prod project. This is the compute default service account of prod if you don't plan on using another costume service account|`{prod-project_number}-compute@developer.gserviceaccount.com`|Head over to the IAM page in the prod project `fldr-production/fldr-production-bu3/prj-p-bu3machine-learning`, check the box for `Include Google-provided role grants` and look for the service account with the `{project_number}-compute@developer.gserviceaccount.com`| + |deployment_config['encryption']|The kms key for the prod env. This key is used to encrypt the vertex model, endpoint, model deployment, and model monitoring.|`projects/{prod-kms-project}/locations/us-central1/keyRings/{keyring-name}/cryptoKeys/{key-name}`|Navigate to `fldr-production/prj-n-kms`, navigate to the Security/Key management in that project to find the key in `sample-keyring` keyring of your target region `us-central1`| + |encryption_spec_key_name|The name of the encryption key for the non-prod env. This key is used to create the vertex pipeline job and it's associated metadata store|`projects/{non-prod-kms-project}/locations/us-central1/keyRings/{keyring-name}/cryptoKeys/{key-name}`|Navigate to `fldr-non-production/prj-n-kms`, navigate to the Security/Key management in that project to find the key in `sample-keyring` keyring of your target region `us-central1`| + |monitoring_config['email']|The email that Vertex AI monitoring will email alerts to|`your email`|your email associated with your gcp account| + +The compile_pipeline.py and runpipeline.py files are commented to point out these variables. +### 4. Merge and deploy +- Once everything is configured, you can commit your changes and push to the dev branch. Then, create a PR to from dev to staging(non-prod) which will result in triggering the pipeline if approved. The vertex pipeline takes about 30 minutes to finish and if there are no errors, a trained model will be deployed to and endpoint in the prod project which you can use to make prediction requests. + +### 5. Model Validation + +Once you have the model running at an endpoint in the production project, you will be able to test it. +Here are step-by-step instructions to make a request to your model using `gcloud` and `curl`: + +1. Initialize variables on your terminal session + + ```bash + ENDPOINT_ID= + PROJECT_ID= + INPUT_DATA_FILE="body.json" + ``` + + > You can retrieve your ENDPOINT_ID by running `gcloud ai endpoints list --region=us-central1 --project=` or by navigating to it on the Google Cloud Console (https://console.cloud.google.com/vertex-ai/online-prediction/endpoints?project=`) + +2. Create a file named `body.json` and put some sample data into it: + + ```json + { + "instances": [ + { + "features/gender": "Female", + "features/workclass": "Private", + "features/occupation": "Tech-support", + "features/marital_status": "Married-civ-spouse", + "features/race": "White", + "features/capital_gain": 0, + "features/education": "9th", + "features/age": 33, + "features/hours_per_week": 40, + "features/relationship": "Wife", + "features/native_country": "Canada", + "features/capital_loss": 0 + } + ] + } + ``` + +3. Run a curl request using `body.json` file as the JSON Body. + + ```bash + curl -X POST -H "Authorization: Bearer $(gcloud auth print-access-token)" \ + -H "Content-Type: application/json" \ + https://us-central1-aiplatform.googleapis.com/v1/projects/${PROJECT_ID}/locations/us-central1/endpoints/${ENDPOINT_ID}:predict -d "@${INPUT_DATA_FILE}" + ``` + + - You should get an output from 0 to 1, indicating the level of confidence of the binary classification based on the parameters above. + Values closer to 1 means the individual is more likely to be included in the income_bracket greater than 50K. + +# Common errors +- ***google.api_core.exceptions.ResourceExhausted: 429 The following quotas are exceeded: ```CustomModelServingCPUsPerProjectPerRegion 8: The following quotas are exceeded: CustomModelServingCPUsPerProjectPerRegion``` or similar error***: +This is likely due to the fact that you have too many models uploaded and deployed in Vertex AI. To resolve the issue, you can either submit a quota increase request or undeploy and delete a few models to free up resources + +- ***Google Compute Engine Metadata service not available/found***: +You might encounter this when the vertex pipeline job attempts to run even though it is an obsolete issue according to [this thread](https://issuetracker.google.com/issues/229537245#comment9). It'll most likely resolve by re-running the vertex pipeline diff --git a/composer/.gitignore b/composer/.gitignore deleted file mode 100644 index 29d662be..00000000 --- a/composer/.gitignore +++ /dev/null @@ -1,3 +0,0 @@ -*.ipynb -censuscomposerenv - diff --git a/composer/components/deployment.py b/composer/components/deployment.py deleted file mode 100644 index 39a99491..00000000 --- a/composer/components/deployment.py +++ /dev/null @@ -1,230 +0,0 @@ -# Copyright 2024 Google LLC -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# https://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# -import argparse -from common.components.utils import ( - create_artifact_sample, - create_execution_sample, - list_artifact_sample -) - - -def get_args(): - parser = argparse.ArgumentParser() - parser.add_argument('--serving-container', dest='serving_container') - parser.add_argument('--model-name', dest='model_name') - parser.add_argument('--model-dir', dest='model_dir') - parser.add_argument('--endpoint-name', dest='endpoint_name') - parser.add_argument('--project', dest='project') - parser.add_argument('--region', dest='region') - parser.add_argument('--split', dest='split') - parser.add_argument('--min-nodes', dest='min_nodes') - parser.add_argument('--max-nodes', dest='max_nodes') - parser.add_argument('--service-account', dest='service_account') - args = parser.parse_args() - return args - - -def deploy_model( - serving_container_image_uri: str, - model_name: str, - model_dir: str, - endpoint_name: str, - project_id: str, - region: str, - split: int, - min_nodes: int, - max_nodes: int, - service_account: str, - encryption_keyname: str, - # model: Input[Model], - # vertex_model: Output[Model], - # vertex_endpoint: Output[Model] -): - from google.cloud import aiplatform - aiplatform.init(service_account=service_account) - - def create_endpoint(): - endpoints = aiplatform.Endpoint.list( - filter=f'display_name="{endpoint_name}"', - order_by='create_time desc', - project=project_id, - location=region, - ) - if len(endpoints) > 0: - endpoint = endpoints[0] # most recently created - endpoint_artifact = list_artifact_sample( - project=project_id, - location=region, - display_name_filter="display_name=\"composer_modelendpoint\"", - order_by="LAST_UPDATE_TIME desc", - )[0] - - else: - endpoint = aiplatform.Endpoint.create( - display_name=endpoint_name, - project=project_id, - location=region, - encryption_spec_key_name=encryption_keyname, - ) - metadata = { - 'create_time': endpoint.create_time.strftime("%D %H:%m:%s"), - 'display_namme': endpoint.display_name, - 'resource_name': endpoint.resource_name, - 'update_time': endpoint.update_time.strftime("%D %H:%m:%s") - } - endpoint_artifact = create_artifact_sample( - project=project_id, - location=region, - uri=endpoint.resource_name, - display_name='composer_modelendpoint', - description='model endpoint created via composer dag', - metadata=metadata - ) - return endpoint, endpoint_artifact - - endpoint, endpoint_artifact = create_endpoint() - - def upload_model(): - listed_model = aiplatform.Model.list( - filter=f'display_name="{model_name}"', - project=project_id, - location=region, - ) - if len(listed_model) > 0: - model_version = listed_model[0] - model_upload = aiplatform.Model.upload( - display_name=model_name, - parent_model=model_version.resource_name, - artifact_uri=model_dir, - serving_container_image_uri=serving_container_image_uri, - location=region, - project=project_id, - encryption_spec_key_name=encryption_keyname, - ) - else: - model_upload = aiplatform.Model.upload( - display_name=model_name, - artifact_uri=model_dir, - serving_container_image_uri=serving_container_image_uri, - location=region, - project=project_id, - encryption_spec_key_name=encryption_keyname - ) - custom_filter = "display_name=\"composer_trained_census_model\"" - model_artifact = list_artifact_sample( - project=project_id, - location=region, - display_name_filter=custom_filter, - order_by="LAST_UPDATE_TIME desc" - )[0] - metadata = { - 'create_time': model_upload.create_time.strftime("%D %H:%m:%s"), - 'container_spec': model_upload.container_spec.image_uri, - 'resource_name': model_upload.resource_name, - 'update_time': model_upload.update_time.strftime("%D %H:%m:%s"), - 'version_id': model_upload.version_id - } - vertexmodel_artifact = create_artifact_sample( - project=project_id, - location=region, - uri=model_upload.uri, - display_name='composer_vertexmodel', - description='uploaded vertex model via composer dag', - metadata=metadata, - ) - # model_upload_event - _ = create_execution_sample( - display_name='composer_model_upload', - input_artifacts=[model_artifact], - output_artifacts=[vertexmodel_artifact], - project=project_id, - location=region, - description='Composer event uploading model to vertex', - ) - return model_upload, vertexmodel_artifact - - uploaded_model, vertexmodel_artifact = upload_model() - - def deploy_to_endpoint(model, endpoint): - deployed_models = endpoint.list_models() - if len(deployed_models) > 0: - latest_model = sorted(deployed_models, key=lambda x: float( - x.model_version_id), reverse=True)[0] - latest_model_id = latest_model.id - deployed_endpoint = uploaded_model.deploy( - # machine_type="n1-standard-4", - endpoint=endpoint, - traffic_split={"0": split, latest_model_id: 100-split}, - deployed_model_display_name=model_name, - min_replica_count=min_nodes, - max_replica_count=max_nodes, - encryption_spec_key_name=encryption_keyname - # service_account="compute default" - ) - else: - deployed_endpoint = uploaded_model.deploy( - # machine_type="n1-standard-4", - endpoint=endpoint, - traffic_split={"0": 100}, - min_replica_count=min_nodes, - max_replica_count=max_nodes, - deployed_model_display_name=model_name, - encryption_spec_key_name=encryption_keyname - # service_account="compute default" - ) - create_time = deployed_endpoint.create_time.strftime("%D %H:%m:%s") - update_time = deployed_endpoint.update_time.strftime("%D %H:%m:%s") - metadata = { - 'create_time': create_time, - 'display_namme': deployed_endpoint.display_name, - 'resource_name': deployed_endpoint.resource_name, - 'update_time': update_time, - 'traffic_split': deployed_endpoint.traffic_split - } - deployed_endpoint_artifact = create_artifact_sample( - project=project_id, - location=region, - uri=deployed_endpoint.resource_name, - display_name="composer_deployed_endpoint", - description='The endpoint with deployed model via composer', - metadata=metadata - ) - return deployed_endpoint_artifact - - deploy_model_artifact = deploy_to_endpoint(uploaded_model, endpoint) - create_execution_sample( - project=project_id, - location=region, - display_name="composer_deploy_event", - input_artifacts=[vertexmodel_artifact, endpoint_artifact], - output_artifacts=[deploy_model_artifact], - description="Composer event deploying model to endpoint" - ) - - -if __name__ == "__main__": - args = get_args() - deploy_model( - serving_container_image_uri=args.serving_container, - model_name=args.model_name, - model_dir=args.model_dir, - endpoint_name=args.endpoint_name, - project_id=args.project_id, - region=args.region, - split=args.split, - min_nodes=args.min_nodes, - max_nodes=args.max_nodes, - service_account=args.service_account, - ) diff --git a/composer/components/eval.py b/composer/components/eval.py deleted file mode 100644 index 958ed538..00000000 --- a/composer/components/eval.py +++ /dev/null @@ -1,153 +0,0 @@ -# Copyright 2024 Google LLC -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# https://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# -import argparse -# flake8: noqa -from typing import Optional, Dict, List, Any -from google.cloud import aiplatform -from google.cloud.aiplatform.metadata.schema.system import artifact_schema -from google.cloud.aiplatform.metadata.schema.system import execution_schema -from common.components.utils import create_artifact_sample, create_execution_sample, list_artifact_sample - - -def get_args(): - parser = argparse.ArgumentParser() - parser.add_argument('--project', dest='project') - parser.add_argument('--bq-table', dest='table_id') - parser.add_argument('--bq-dataset', dest='dataset_id') - parser.add_argument('--tb-log-dir', dest='tb_log_dir') - parser.add_argument('--model-dir', dest='model_dir') - parser.add_argument('--batch_size', dest='batch_size') - args = parser.parse_args() - return args - -# evaluation component - - -def custom_eval_model( - model_dir: str, - project: str, - table: str, - dataset: str, - tb_log_dir: str, - batch_size: int = 32, -): - from tensorflow.python.framework import ops - from tensorflow.python.framework import dtypes - from tensorflow_io.bigquery import BigQueryClient - from tensorflow_io.bigquery import BigQueryReadSession - from tensorflow import feature_column - from google.cloud import bigquery - - import tensorflow as tf - CSV_SCHEMA = [ - bigquery.SchemaField("age", "FLOAT64"), - bigquery.SchemaField("workclass", "STRING"), - bigquery.SchemaField("fnlwgt", "FLOAT64"), - bigquery.SchemaField("education", "STRING"), - bigquery.SchemaField("education_num", "FLOAT64"), - bigquery.SchemaField("marital_status", "STRING"), - bigquery.SchemaField("occupation", "STRING"), - bigquery.SchemaField("relationship", "STRING"), - bigquery.SchemaField("race", "STRING"), - bigquery.SchemaField("gender", "STRING"), - bigquery.SchemaField("capital_gain", "FLOAT64"), - bigquery.SchemaField("capital_loss", "FLOAT64"), - bigquery.SchemaField("hours_per_week", "FLOAT64"), - bigquery.SchemaField("native_country", "STRING"), - bigquery.SchemaField("income_bracket", "STRING"), - ] - - UNUSED_COLUMNS = ["fnlwgt", "education_num"] - - def transform_row(row_dict): - # Trim all string tensors - trimmed_dict = {column: - (tf.strings.strip(tensor) - if tensor.dtype == 'string' else tensor) - for (column, tensor) in row_dict.items() - } - # Extract feature column - income_bracket = trimmed_dict.pop('income_bracket') - # Convert feature column to 0.0/1.0 - income_bracket_float = tf.cond(tf.equal(tf.strings.strip(income_bracket), '>50K'), - lambda: tf.constant(1.0), - lambda: tf.constant(0.0)) - return (trimmed_dict, income_bracket_float) - - def read_bigquery(table_name, dataset=dataset): - tensorflow_io_bigquery_client = BigQueryClient() - read_session = tensorflow_io_bigquery_client.read_session( - "projects/" + project, - project, table, dataset, - list(field.name for field in CSV_SCHEMA - if not field.name in UNUSED_COLUMNS), - list(dtypes.double if field.field_type == 'FLOAT64' - else dtypes.string for field in CSV_SCHEMA - if not field.name in UNUSED_COLUMNS), - requested_streams=2) - - dataset = read_session.parallel_read_rows() - transformed_ds = dataset.map(transform_row) - return transformed_ds - - eval_ds = read_bigquery(table).batch(batch_size) - keras_model = tf.keras.models.load_model(model_dir) - tensorboard = tf.keras.callbacks.TensorBoard(log_dir=tb_log_dir) - loss, accuracy = keras_model.evaluate(eval_ds, callbacks=[tensorboard]) - - metric = create_artifact_sample( - project=project, - location='us-central1', - display_name='composer_eval_metric', - description='Eval metrics produced from composer dag', - metadata={'accuracy': accuracy} - ) - - model_artifact = list_artifact_sample(project=project, - location='us-central1', - display_name_filter="display_name=\"composer_trained_census_model\"", - order_by="LAST_UPDATE_TIME desc")[0] - - data_artifact = list_artifact_sample(project=project, - location='us-central1', - display_name_filter="display_name=\"composer_training_data\"", - order_by="LAST_UPDATE_TIME desc")[0] - - execution_event = create_execution_sample( - display_name='evaluation_execution_composer', - input_artifacts=[data_artifact, model_artifact], - output_artifacts=[metric], - project=project, - location='us-central1', - description='execution representing model evaluation via composer', - ) - - if accuracy > 0.8: - dep_decision = True - else: - dep_decision = False - return dep_decision - - -if __name__ == "__main__": - args = get_args() - custom_eval_model( - project=args.project, - table=args.table_id, - dataset=args.dataset_id, - tb_log_dir=args.tb_log_dir, - model_dir=args.model_dir, - batch_size=args.batch_size, - ) diff --git a/composer/components/monitoring.py b/composer/components/monitoring.py deleted file mode 100644 index b2e875e1..00000000 --- a/composer/components/monitoring.py +++ /dev/null @@ -1,155 +0,0 @@ -# Copyright 2024 Google LLC -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# https://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# -# flake8: noqa -import argparse -from common.components.utils import create_artifact_sample, create_execution_sample, list_artifact_sample - - -def get_args(): - parser = argparse.ArgumentParser() - parser.add_argument('--monitoring-name', dest='monitoring_name') - parser.add_argument('--endpoint-name', dest='endpoint_name') - parser.add_argument('--project', dest='project') - parser.add_argument('--region', dest='region') - parser.add_argument('--bq-data-uri', dest='bq_data_uri') - parser.add_argument('--bucket-name', dest='bucket_name') - parser.add_argument('--email', dest='email') - parser.add_argument('--service-account', dest='service_account') - args = parser.parse_args() - return args - - -def create_monitoring( - monitoring_name: str, - project_id: str, - region: str, - # endpoint: Input[Model], - bq_data_uri: str, - bucket_name: str, - email: str, - encryption_keyname: str, - service_account: str, -): - from google.cloud.aiplatform import model_monitoring - from google.cloud import aiplatform - from google.cloud import bigquery - from google.cloud import storage - from collections import OrderedDict - import time - import yaml - - # can be a lambda if that's what you prefer - def ordered_dict_representer(self, value): - return self.represent_mapping('tag:yaml.org,2002:map', value.items()) - yaml.add_representer(OrderedDict, ordered_dict_representer) - - aiplatform.init(service_account=service_account) - list_monitors = aiplatform.ModelDeploymentMonitoringJob.list( - filter=f'state="JOB_STATE_SUCCEEDED" AND display_name="{monitoring_name}"', project=project_id) - if len(list_monitors) == 0: - alerting_config = model_monitoring.EmailAlertConfig( - user_emails=[email], enable_logging=True - ) - # schedule config - MONITOR_INTERVAL = 1 - schedule_config = model_monitoring.ScheduleConfig( - monitor_interval=MONITOR_INTERVAL) - # sampling strategy - SAMPLE_RATE = 0.5 - logging_sampling_strategy = model_monitoring.RandomSampleConfig( - sample_rate=SAMPLE_RATE) - # drift config - DRIFT_THRESHOLD_VALUE = 0.05 - DRIFT_THRESHOLDS = { - "capital_gain": DRIFT_THRESHOLD_VALUE, - "capital_loss": DRIFT_THRESHOLD_VALUE, - } - drift_config = model_monitoring.DriftDetectionConfig( - drift_thresholds=DRIFT_THRESHOLDS) - # Skew config - DATASET_BQ_URI = bq_data_uri - TARGET = "income_bracket" - SKEW_THRESHOLD_VALUE = 0.5 - SKEW_THRESHOLDS = { - "capital_gain": SKEW_THRESHOLD_VALUE, - "capital_loss": SKEW_THRESHOLD_VALUE, - } - skew_config = model_monitoring.SkewDetectionConfig( - data_source=DATASET_BQ_URI, skew_thresholds=SKEW_THRESHOLDS, target_field=TARGET - ) - # objective config out of skew and drift configs - objective_config = model_monitoring.ObjectiveConfig( - skew_detection_config=skew_config, - drift_detection_config=drift_config, - explanation_config=None, - ) - - bqclient = bigquery.Client() - table = bigquery.TableReference.from_string(DATASET_BQ_URI[5:]) - bq_table = bqclient.get_table(table) - schema = bq_table.schema - schemayaml = OrderedDict({ - "type": "object", - "properties": {}, - "required": [] - }) - for feature in schema: - if feature.name in ["income_bracket"]: - continue - if feature.field_type == "STRING": - f_type = "string" - else: - f_type = "number" - schemayaml['properties'][feature.name] = {"type": f_type} - if feature.name not in ["fnlwgt", "education_num"]: - schemayaml['required'].append(feature.name) - - with open("monitoring_schema.yaml", "w") as yaml_file: - yaml.dump(schemayaml, yaml_file, default_flow_style=False) - storage_client = storage.Client() - bucket = storage_client.bucket(bucket_name) - blob = bucket.blob("monitoring_schema.yaml") - blob.upload_from_filename("monitoring_schema.yaml") - endpoint_artifact = list_artifact_sample( - project=project_id, - location=region, - display_name_filter="display_name=\"composer_modelendpoint\"", - order_by="LAST_UPDATE_TIME desc", - )[0] - monitoring_job = aiplatform.ModelDeploymentMonitoringJob.create( - display_name=monitoring_name, - project=project_id, - location=region, - endpoint=endpoint_artifact.metadata['resource_name'], - logging_sampling_strategy=logging_sampling_strategy, - schedule_config=schedule_config, - alert_config=alerting_config, - objective_configs=objective_config, - analysis_instance_schema_uri=f"gs://{bucket_name}/monitoring_schema.yaml", - encryption_spec_key_name=encryption_keyname, - ) - - -if __name__ == "__main__": - args = get_args() - create_monitoring( - monitoring_name=args.monitoring_name, - project_id=args.project, - region=args.region, - bq_data_uri=args.bq_data_uri, - bucket_name=args.bucket_name, - email=args.email, - service_account=args.service_account, - ) diff --git a/composer/components/training.py b/composer/components/training.py deleted file mode 100644 index c17fcc1d..00000000 --- a/composer/components/training.py +++ /dev/null @@ -1,194 +0,0 @@ -# Copyright 2024 Google LLC -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# https://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# -# flake8: noqa -import argparse -from typing import Optional, Dict, List, Any -from google.cloud import aiplatform -from common.components.utils import create_artifact_sample, create_execution_sample - - -def get_args(): - parser = argparse.ArgumentParser() - parser.add_argument('--project', dest='project') - parser.add_argument('--bq-table', dest='table_id') - parser.add_argument('--bq-dataset', dest='dataset_id') - parser.add_argument('--tb-log-dir', dest='tb_log_dir') - parser.add_argument('--epochs', dest='epochs') - parser.add_argument('--batch_size', dest='batch_size') - parser.add_argument('--lr', dest='lr') - args = parser.parse_args() - return args - - -def custom_train_model( - project: str, - table: str, - dataset: str, - tb_log_dir: str, - model_dir: str, - epochs: int = 5, - batch_size: int = 32, - lr: float = 0.01, # not used here but can be passed to an optimizer -): - - from tensorflow.python.framework import ops - from tensorflow.python.framework import dtypes - from tensorflow_io.bigquery import BigQueryClient - from tensorflow_io.bigquery import BigQueryReadSession - from tensorflow import feature_column - from google.cloud import bigquery - - import tensorflow as tf - CSV_SCHEMA = [ - bigquery.SchemaField("age", "FLOAT64"), - bigquery.SchemaField("workclass", "STRING"), - bigquery.SchemaField("fnlwgt", "FLOAT64"), - bigquery.SchemaField("education", "STRING"), - bigquery.SchemaField("education_num", "FLOAT64"), - bigquery.SchemaField("marital_status", "STRING"), - bigquery.SchemaField("occupation", "STRING"), - bigquery.SchemaField("relationship", "STRING"), - bigquery.SchemaField("race", "STRING"), - bigquery.SchemaField("gender", "STRING"), - bigquery.SchemaField("capital_gain", "FLOAT64"), - bigquery.SchemaField("capital_loss", "FLOAT64"), - bigquery.SchemaField("hours_per_week", "FLOAT64"), - bigquery.SchemaField("native_country", "STRING"), - bigquery.SchemaField("income_bracket", "STRING"), - ] - - UNUSED_COLUMNS = ["fnlwgt", "education_num"] - - def transform_row(row_dict): - # Trim all string tensors - trimmed_dict = {column: - (tf.strings.strip(tensor) - if tensor.dtype == 'string' else tensor) - for (column, tensor) in row_dict.items() - } - # Extract feature column - income_bracket = trimmed_dict.pop('income_bracket') - # Convert feature column to 0.0/1.0 - income_bracket_float = tf.cond(tf.equal(tf.strings.strip(income_bracket), '>50K'), - lambda: tf.constant(1.0), - lambda: tf.constant(0.0)) - return (trimmed_dict, income_bracket_float) - - def read_bigquery(table_name, dataset=dataset): - tensorflow_io_bigquery_client = BigQueryClient() - read_session = tensorflow_io_bigquery_client.read_session( - "projects/" + project, - project, table, dataset, - list(field.name for field in CSV_SCHEMA - if not field.name in UNUSED_COLUMNS), - list(dtypes.double if field.field_type == 'FLOAT64' - else dtypes.string for field in CSV_SCHEMA - if not field.name in UNUSED_COLUMNS), - requested_streams=2) - - dataset = read_session.parallel_read_rows() - transformed_ds = dataset.map(transform_row) - return transformed_ds - - training_ds = read_bigquery(table).shuffle(10000).batch(batch_size) - - feature_columns = [] - - def get_categorical_feature_values(column): - query = 'SELECT DISTINCT TRIM({}) FROM `{}`.{}.{}'.format( - column, project, dataset, table) - client = bigquery.Client(project=project) - dataset_ref = client.dataset(dataset) - job_config = bigquery.QueryJobConfig() - query_job = client.query(query, job_config=job_config) - result = query_job.to_dataframe() - return result.values[:, 0] - - # numeric cols - for header in ['capital_gain', 'capital_loss', 'hours_per_week']: - feature_columns.append(feature_column.numeric_column(header)) - - # categorical cols - for header in ['workclass', 'marital_status', 'occupation', 'relationship', - 'race', 'native_country', 'education']: - categorical_feature = feature_column.categorical_column_with_vocabulary_list( - header, get_categorical_feature_values(header)) - categorical_feature_one_hot = feature_column.indicator_column( - categorical_feature) - feature_columns.append(categorical_feature_one_hot) - - # bucketized cols - age = feature_column.numeric_column('age') - age_buckets = feature_column.bucketized_column( - age, boundaries=[18, 25, 30, 35, 40, 45, 50, 55, 60, 65]) - feature_columns.append(age_buckets) - - feature_layer = tf.keras.layers.DenseFeatures(feature_columns) - - Dense = tf.keras.layers.Dense - keras_model = tf.keras.Sequential( - [ - feature_layer, - Dense(100, activation=tf.nn.relu, kernel_initializer='uniform'), - Dense(75, activation=tf.nn.relu), - Dense(50, activation=tf.nn.relu), - Dense(25, activation=tf.nn.relu), - Dense(1, activation=tf.nn.sigmoid) - ]) - - tensorboard = tf.keras.callbacks.TensorBoard(log_dir=tb_log_dir) - # Compile Keras model - keras_model.compile(loss='binary_crossentropy', metrics=['accuracy']) - keras_model.fit(training_ds, epochs=epochs, callbacks=[tensorboard]) - keras_model.save(model_dir) - - data_artifact = create_artifact_sample( - project=project, - location="us-central1", - uri=f"bq://{project}.{dataset}.{table}", - display_name='composer_training_data', - description='census training data for composer', - metadata={'table': table, 'dataset': dataset} - ) - model_artifact = create_artifact_sample( - project=project, - location="us-central1", - uri=model_dir, - display_name='composer_trained_census_model', - description='census model trained through composer', - metadata={'model_dir': model_dir} - ) - - execution_artifact = create_execution_sample( - display_name='composer_model_training', - input_artifacts=[data_artifact], - output_artifacts=[model_artifact], - project=project, - location='us-central1', - description='execution representing model training via composer', - ) - - -if __name__ == "__main__": - args = get_args() - custom_train_model( - project=args.project, - table=args.table_id, - dataset=args.dataset_id, - tb_log_dir=args.tb_log_dir, - epochs=args.epochs, - batch_size=args.batch_size, - lr=args.lr, # not used here but can be passed to an optimizer - ) diff --git a/composer/components/utils.py b/composer/components/utils.py deleted file mode 100644 index ba72d7a5..00000000 --- a/composer/components/utils.py +++ /dev/null @@ -1,80 +0,0 @@ -# Copyright 2024 Google LLC -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# https://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# -from google.cloud.aiplatform.metadata.schema.system import artifact_schema -from google.cloud.aiplatform.metadata.schema.system import execution_schema -from google.cloud import aiplatform -from typing import Optional, Dict, List, Any - - -def create_artifact_sample( - project: str, - location: str, - uri: Optional[str] = None, - artifact_id: Optional[str] = None, - display_name: Optional[str] = None, - schema_version: Optional[str] = None, - description: Optional[str] = None, - metadata: Optional[Dict] = None, -): - system_artifact_schema = artifact_schema.Artifact( - uri=uri, - artifact_id=artifact_id, - display_name=display_name, - schema_version=schema_version, - description=description, - metadata=metadata, - ) - return system_artifact_schema.create(project=project, location=location,) - - -def create_execution_sample( - display_name: str, - input_artifacts: List[aiplatform.Artifact], - output_artifacts: List[aiplatform.Artifact], - project: str, - location: str, - execution_id: Optional[str] = None, - metadata: Optional[Dict[str, Any]] = None, - schema_version: Optional[str] = None, - description: Optional[str] = None, -): - aiplatform.init(project=project, location=location) - - with execution_schema.ContainerExecution( - display_name=display_name, - execution_id=execution_id, - metadata=metadata, - schema_version=schema_version, - description=description, - ).create() as execution: - execution.assign_input_artifacts(input_artifacts) - execution.assign_output_artifacts(output_artifacts) - return execution - - -def list_artifact_sample( - project: str, - location: str, - display_name_filter: Optional[str] = "display_name=\"my_model_*\"", - create_date_filter: Optional[str] = "create_time>\"2022-06-11\"", - order_by: Optional[str] = "LAST_UPDATE_TIME desc", -): - aiplatform.init(project=project, location=location) - - combined_filters = f"{display_name_filter} AND {create_date_filter}" - return aiplatform.Artifact.list( - filter=combined_filters, - order_by=order_by, - ) diff --git a/composer/dag.py b/composer/dag.py deleted file mode 100644 index 949fb8dc..00000000 --- a/composer/dag.py +++ /dev/null @@ -1,206 +0,0 @@ -# Copyright 2024 Google LLC -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# https://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# -# flake8: noqa -from datetime import timedelta, datetime -from airflow import DAG -from airflow.providers.google.cloud.operators.bigquery import BigQueryCreateEmptyDatasetOperator -from airflow.providers.apache.beam.operators.beam import BeamRunPythonPipelineOperator -from airflow.providers.google.cloud.sensors.dataflow import DataflowJobStatusSensor -from airflow.providers.google.cloud.hooks.dataflow import DataflowJobStatus -from airflow.operators.python import PythonOperator, ShortCircuitOperator -from airflow.decorators import task - -from common.components.training import custom_train_model -from common.components.eval import custom_eval_model -from common.components.deployment import deploy_model -from common.components.monitoring import create_monitoring - -REGION = "us-central1" -BUCKET_URI = "gs://testairflowpipe" -PROJECT_ID = "majid-test-407120" -DATASET_ID = 'census_dataset_composer' -TRAINING_TABLE_ID = 'census_train_table_composer' -EVAL_TABLE_ID = 'census_eval_table_composer' -RUNNER = "DataflowRunner" -REGION = "us-central1" -JOB_NAME = "census-ingest-composer" -default_kms_key_name = "projects/prj-d-kms-cgvl/locations/us-central1/keyRings/sample-keyring/cryptoKeys/prj-d-bu3machine-learning" -deployment_image = "us-docker.pkg.dev/cloud-aiplatform/prediction/tf2-cpu.2-8:latest" -service_account = "728034955955-compute@developer.gserviceaccount.com" -prod_service_account = "728034955955-compute@developer.gserviceaccount.com" - -default_args = { - 'owner': 'airflow', - 'depends_on_past': False, - 'start_date': datetime(2023, 1, 1), - 'email_on_failure': False, - 'email_on_retry': False, - 'retries': 1, - 'retry_delay': timedelta(minutes=5), -} - -dag = DAG( - 'census_dag', - default_args=default_args, - description='census pipeline built with airlfow', - # Set the schedule interval (e.g., daily) - schedule_interval=timedelta(days=1), - catchup=False, - start_date=default_args['start_date'] -) - -bqOperator = BigQueryCreateEmptyDatasetOperator( - task_id="bqtask", - dataset_id=DATASET_ID, - project_id=PROJECT_ID, - location=REGION, - dataset_reference={"defaultEncryptionConfiguration": { - "kmsKeyName": default_kms_key_name}}, - dag=dag, -) - -traindata_ingest_op = BeamRunPythonPipelineOperator( - runner="DataflowRunner", - task_id="ingest_census_train_data_async", - py_file=f"{BUCKET_URI}/dataflow_src/ingest_pipeline.py", - py_options=[], - pipeline_options={ - "url": f"{BUCKET_URI}/data/adult.data.csv", - "bq-dataset": DATASET_ID, - "bq-table": TRAINING_TABLE_ID, - "bq-project": PROJECT_ID, - "output": BUCKET_URI, - "tempLocation": f"{BUCKET_URI}/dataflow_temp_train", - "stagingLocation": f"{BUCKET_URI}/dataflow_stage_train" - }, - py_requirements=["apache-beam[gcp]==2.52.0"], - py_interpreter="python3", - py_system_site_packages=False, - dataflow_config={ - "job_name": "{{task.task_id}}", - "location": REGION, - "wait_until_finished": False, - }, - dag=dag -) -wait_for_traindata_ingest_op = DataflowJobStatusSensor( - task_id="wait-for-traindata-ingest", - job_id="{{task_instance.xcom_pull('ingest_census_train_data_async')['dataflow_job_id']}}", - expected_statuses={DataflowJobStatus.JOB_STATE_DONE}, - project_id=PROJECT_ID, - location="us-central1", - dag=dag -) - - -evaldata_ingest_op = BeamRunPythonPipelineOperator( - runner="DataflowRunner", - task_id="ingest_census_eval_data_async", - py_file=f"{BUCKET_URI}/dataflow_src/ingest_pipeline.py", - py_options=[], - pipeline_options={ - "url": f"{BUCKET_URI}/data/adult.test.csv", - "bq-dataset": DATASET_ID, - "bq-table": EVAL_TABLE_ID, - "bq-project": PROJECT_ID, - "output": BUCKET_URI, - "tempLocation": f"{BUCKET_URI}/dataflow_temp_test", - "stagingLocation": f"{BUCKET_URI}/dataflow_stage_test" - }, - py_requirements=["apache-beam[gcp]==2.52.0"], - py_interpreter="python3", - py_system_site_packages=False, - dataflow_config={ - "job_name": "{{task.task_id}}", - "location": REGION, - "wait_until_finished": False, - }, - dag=dag -) -wait_for_evaldata_ingest_op = DataflowJobStatusSensor( - task_id="wait-for-evaldata-ingest", - job_id="{{task_instance.xcom_pull('ingest_census_eval_data_async')['dataflow_job_id']}}", - expected_statuses={DataflowJobStatus.JOB_STATE_DONE}, - project_id=PROJECT_ID, - location="us-central1", - dag=dag -) - - -training_op = PythonOperator( - task_id='model_training', - python_callable=custom_train_model, - op_kwargs={'project': PROJECT_ID, - 'table': TRAINING_TABLE_ID, - 'dataset': DATASET_ID, - 'tb_log_dir': f"{BUCKET_URI}/tblogs", - 'model_dir': f"{BUCKET_URI}/modelartifact", }, - dag=dag -) - -eval_op = ShortCircuitOperator( - task_id='model_evaluation', - provide_context=True, - python_callable=custom_eval_model, - op_kwargs={ - 'project': PROJECT_ID, - 'table': TRAINING_TABLE_ID, - 'dataset': DATASET_ID, - 'tb_log_dir': f"{BUCKET_URI}/tblogs", - 'model_dir': f"{BUCKET_URI}/modelartifact", }, - dag=dag -) - - -deploy_op = PythonOperator( - task_id='model_deployment', - python_callable=deploy_model, - op_kwargs={ - 'serving_container_image_uri': deployment_image, - 'model_name': 'composer_census_model', - 'model_dir': f"{BUCKET_URI}/modelartifact", - 'endpoint_name': 'composer_census_endpoint', - 'project_id': PROJECT_ID, - 'region': REGION, - 'split': 25, - 'min_nodes': 1, - 'max_nodes': 2, - 'service_account': prod_service_account, - 'encryption_keyname': default_kms_key_name, - }, - dag=dag -) - - -monitoring_op = PythonOperator( - task_id='model_monitoring', - python_callable=create_monitoring, - op_kwargs={ - 'monitoring_name': 'composer_monitor_census', - 'project_id': PROJECT_ID, - 'region': REGION, - 'bq_data_uri': f"bq://{PROJECT_ID}.{DATASET_ID}.{TRAINING_TABLE_ID}", - 'bucket_name': BUCKET_URI[5:], - 'email': 'majid.alikhani@badal.io', - 'encryption_keyname': default_kms_key_name, - 'service_account': service_account, - }, - dag=dag -) - -bqOperator >> traindata_ingest_op >> wait_for_traindata_ingest_op -bqOperator >> evaldata_ingest_op >> wait_for_evaldata_ingest_op -[wait_for_traindata_ingest_op, - wait_for_evaldata_ingest_op] >> training_op >> eval_op >> deploy_op >> monitoring_op diff --git a/composer/monitoring_schema.yaml b/composer/monitoring_schema.yaml deleted file mode 100644 index 7ae0f79f..00000000 --- a/composer/monitoring_schema.yaml +++ /dev/null @@ -1,57 +0,0 @@ -# Copyright 2024 Google LLC -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# https://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# -type: object -properties: - age: - type: number - capital_gain: - type: number - capital_loss: - type: number - education: - type: string - education_num: - type: number - fnlwgt: - type: number - gender: - type: string - hours_per_week: - type: number - marital_status: - type: string - native_country: - type: string - occupation: - type: string - race: - type: string - relationship: - type: string - workclass: - type: string -required: -- age -- workclass -- education -- marital_status -- occupation -- relationship -- race -- gender -- capital_gain -- capital_loss -- hours_per_week -- native_country diff --git a/composer/requirements.txt b/composer/requirements.txt deleted file mode 100644 index 443ba627..00000000 --- a/composer/requirements.txt +++ /dev/null @@ -1,23 +0,0 @@ -tensorflow-io-gcs-filesystem==0.25.0 -tensorflow-io==0.25.0 -google-cloud-bigquery<3.0.0,>=1.11.1 -pandas==2.0.3 -db-dtypes==1.2.0 -google-cloud-aiplatform==1.36.0 -google-cloud-storage==2.14.0 -protobuf==3.20.0 - -# @task.sho -# @task.branch(task_id="deployment_decision", dag=dag) -# def deploy_dec(ti=None): -# xcom_value = ti.xcom_pull(task_ids="model_evaluation")['return_value'] -# if xcom_value == ('true',): -# return "model_deployment" -# else: -# return None -# branch_op = deploy_dec() - -#>> traindata_ingest_op >> wait_for_traindata_ingest_op -# bqOperator >> evaldata_ingest_op >> wait_for_evaldata_ingest_op -# [wait_for_traindata_ingest_op, wait_for_evaldata_ingest_op] >> training_op >> eval_op >> branch_op >> [deploy_op, None] >> monitoring_op - diff --git a/composer/us-central1-test-census-034e6abc-bucket/dags b/composer/us-central1-test-census-034e6abc-bucket/dags deleted file mode 100644 index 80d289fb..00000000 --- a/composer/us-central1-test-census-034e6abc-bucket/dags +++ /dev/null @@ -1,63 +0,0 @@ -from datetime import timedelta, datetime -from airflow import DAG -from airflow.providers.google.cloud.operators.bigquery import BigQueryCreateEmptyDatasetOperator -from airflow.providers.apache.beam.operators.beam import BeamRunPythonPipelineOperator - -REGION = "us-central1" -BUCKET_URI = "gs://testairflowpipe" -PROJECT_ID = "majid-test-407120" -DATASET_ID = 'census_dataset_composer' -TRAINING_TABLE_ID = 'census_train_table_composer' -EVAL_TABLE_ID = 'census_eval_table_composer' -RUNNER = "DataflowRunner" -REGION = "us-central1" -JOB_NAME = "census-ingest-composer" -default_kms_key_name="projects/prj-d-kms-cgvl/locations/us-central1/keyRings/sample-keyring/cryptoKeys/prj-d-bu3machine-learning" - -default_args = { - 'owner' : 'airflow', - 'depends_on_past' : False, - 'start_date' : datetime(2023, 1, 1), - 'email_on_failure': False, - 'email_on_retry' : False, - 'retries' : 1, - 'retry_delay' : timedelta(minutes=5), -} - -dag = DAG( - 'census_dag', - default_args=default_args, - description='census pipeline built with airlfow', - schedule_interval=timedelta(days=1), # Set the schedule interval (e.g., daily) - catchup=False, -) - -# bqOperator = BigQueryCreateEmptyDatasetOperator( -# task_id = "bqtask", -# dataset_id=DATASET_ID, -# project_id=PROJECT_ID, -# location=REGION, -# dataset_reference={"defaultEncryptionConfiguration":{"kmsKeyName": default_kms_key_name}}, -# dag=dag, -# ) - -start_python_job = BeamRunPythonPipelineOperator( - runner="DataflowRunner", - task_id="ingest_census_data", - py_file=f"{BUCKET_URI}/dataflow_src/ingest_pipeline.py", - py_options=["--url", f"{BUCKET_URI}/data/adult.data.csv", "--bq-dataset", DATASET_ID, "--bq-table", TRAINING_TABLE_ID, "--bq-project", PROJECT_ID], - pipeline_options={ - "output": BUCKET_URI, - "tempLocation": f"{BUCKET_URI}/dataflow_temp", - "stagingLocation": f"{BUCKET_URI}/dataflow_stage" - }, - py_requirements=["apache-beam[gcp]==2.52.0"], - py_interpreter="python3", - py_system_site_packages=False, - dataflow_config={ - "job_name": "ingest_census_data", - "location": REGION, - "wait_until_finished": False, - }, - dag=dag -) diff --git a/vertexpipeline/Dockerfile b/vertexpipeline/Dockerfile deleted file mode 100644 index b466e248..00000000 --- a/vertexpipeline/Dockerfile +++ /dev/null @@ -1,16 +0,0 @@ -# Copyright 2024 Google LLC -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# https://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# -FROM tensorflow/tensorflow:2.8.0 -RUN pip install tensorflow-io==0.25.0 protobuf==3.20.0 google-cloud-bigquery==3.13.0 pandas==2.0.3 db-dtypes==1.2.0 google-cloud-aiplatform==1.36.0 google-cloud-storage==2.14.0 kfp google-cloud-pipeline-components diff --git a/vertexpipeline/Readme.md b/vertexpipeline/Readme.md deleted file mode 100644 index cc157d92..00000000 --- a/vertexpipeline/Readme.md +++ /dev/null @@ -1,193 +0,0 @@ -Machine learning pipeline from development to production - - -# Use case -This example illustrates the promotion of a a machine learning pipeline from an interactive tenant to a production tenant. The example specifically trains a model on a [UCI census dataset](%28https://archive.ics.uci.edu/dataset/20/census+income%29) -for binary classification. -The steps in the vertex pipelines version of the pipeline are as follows. -*This pipeline is also replicated with airflow operators for cloud composer.* -## Bigquery dataset creation -In the first step, a bigquery dataset is created using a bigquery operator offered by google as such: - - create_bq_dataset_query = f""" - CREATE SCHEMA IF NOT EXISTS {DATASET_ID} - """ - - bq_dataset_op = BigqueryQueryJobOp( - query=create_bq_dataset_query, - project=project, - location=region, - ) - - -Note that the default encryption key for bigquery is set after the projecet inflation so you don't have to pass the key in every query. - -## Dataflow for data ingestion - -Dataflow operator from google operators is used to ingest data raw data from a gcs bucket to bigquery tabels under our directory. - - dataflow_args_train = build_dataflow_args( - job_name=f"{job_name}train", - url=train_data_url, - bq_dataset=bq_dataset, - bq_table=bq_train_table, - runner=runner, - bq_project=project, - subnet=dataflow_subnet - ).after(bq_dataset_op) - - dataflow_python_train_op = DataflowPythonJobOp( - requirements_file_path=requirements_file_path, - python_module_path=python_file_path, - args=dataflow_args_train.output, - project=project, - location=region, - temp_location=f"{dataflow_temp_location}/train", - ).after(dataflow_args_train) - - dataflow_wait_train_op = WaitGcpResourcesOp( - gcp_resources=dataflow_python_train_op.outputs["gcp_resources"] - ).after(dataflow_python_train_op) - -## Model training - -Once the data lands in the tables, the costume training process kick starts - - custom_training_task = custom_job_distributed_training_op( - lr=lr, - epochs=epochs, - project=project, - table=bq_train_table, - dataset=bq_dataset, - location=region, - base_output_directory=base_train_dir, - tb_log_dir=tb_log_dir, - batch_size=batch_size - ).after(dataflow_wait_train_op) - - -## Model evaluation - -After the training, a custom evaluation step will determine whether the model qualifies for deployment: - - custom_eval_task = custom_eval_model( - model_dir=model_dir, - project=project, - table=bq_eval_table, - dataset=bq_dataset, - tb_log_dir=tb_log_dir, - model=custom_training_task.outputs["model"], - batch_size=batch_size, - ) - -## Deployment - -If the model meets the requirements, deployment in production takes place (More details in the next section). Note that CMEK encryption is used in the deployment step which includes all of endpoint creation, uploading the model to vertex AI and versioning, and deploying the model to the endpoint. - - with dsl.If( - custom_eval_task.outputs["dep_decision"] == "true", - name="deploy_decision", - ): - model_deploy_op = deploy_model( - serving_container_image_uri=deployment_image, - model_name=deployed_model_name, - endpoint_name=endpoint_name, - project_id=deployment_project, - region=region, - split=traffic_split, - model=custom_training_task.outputs['model'], - model_dir=model_dir, - min_nodes=min_nodes, - max_nodes=max_nodes, - encryption=encryption, - ).after(custom_eval_task) - - -# Model monitoring - -A model monitoring job starts to deploy on the model endpoint to monitor for skew and drift. Note that this component takes CMEK encryption as an argument: - - monitroing_job = create_monitoring( - monitoring_name=monitoring_name, - project_id=deployment_project, - region=region, - endpoint=model_deploy_op.outputs['vertex_endpoint'], - bq_data_uri=f"bq://{project}.{bq_dataset}.{bq_train_table}", - bucket_name=bucket_name, - email=monitoring_email, - encryption=encryption, - service_account=service_account - ).after(model_deploy_op) - -# Pipeline job execution - -The following method runs the pipeline. Note that a kms encryption key is supplied to be used when submitting the job to Vertex AI. This same key by default will be used to create the associated metadata store. If you deployed your own metadata store using the service catalog beforehand, you can adjust the pipeline and use its' key here. - -```pipeline = aiplatform.PipelineJob( - display_name=f"census_income_{timestamp}", - template_path='./common/vertex-ai-pipeline/pipeline_package.yaml', - pipeline_root=pipelineroot, - encryption_spec_key_name='projects/prj-d-kms-ui2h/locations/us-central1/keyRings/sample-keyring/cryptoKeys/prj-d-bu3machine-learning', - parameter_values={ - "create_bq_dataset_query": create_bq_dataset_query, - "bq_dataset": data_config['bq_dataset'], - "bq_train_table": data_config['bq_train_table'], - "bq_eval_table": data_config['bq_eval_table'], - "job_name": dataflow_config['job_name'], - "train_data_url": data_config['train_data_url'], - "eval_data_url": data_config['eval_data_url'], - "python_file_path": dataflow_config['python_file_path'], - "dataflow_temp_location": dataflow_config['temp_location'], - "runner": dataflow_config['runner'], - "dataflow_subnet": dataflow_config['subnet'], - "project": PROJECT_ID, - "region": REGION, - "model_dir": f"{BUCKET_URI}", - "bucket_name": BUCKET_URI[5:], - "epochs": train_config['epochs'], - "lr": train_config['lr'], - "base_train_dir": train_config['base_train_dir'], - "tb_log_dir": train_config['tb_log_dir'], - "deployment_image": deployment_config['image'], - "deployed_model_name": deployment_config["model_name"], - "endpoint_name": deployment_config["endpoint_name"], - "min_nodes": deployment_config["min_nodes"], - "max_nodes": deployment_config["max_nodes"], - "deployment_project": deployment_config["deployment_project"], - "encryption": deployment_config.get("encryption"), - "service_account": deployment_config["service_account"], - "prod_service_account": deployment_config["prod_service_account"], - "monitoring_name": monitoring_config['name'], - "monitoring_email": monitoring_config['email'], - - }, - enable_caching=False, -) -``` - - -# Promotion workflow - -The interactive (dev) tenant is where the experimentation takes place. Once a training algorithm is chosen and the ML pipeline steps are outlined, the pipeline is created using vertex pipeline components (managed kubeflow). This ML pipeline is configured such that it runs in non-prod (staging), however, the deployment and the model monitoring steps take place in prod. This is to save training resources as the data is already available in non-prod (staging). - -> graph - -Once the data scientist creates their pipeline they can push (the pipeline.yaml and code to run the pipeline) to a dev branch on git and create a PR to the staging branch. Once merged, cloud build will: - - - Install the dependencies - - run the scripts to generate the pipeline.yaml file and run the the pipeline - - upload the pipeline.yaml to the composer bucket on gcs (for scheduled runs) - -The first version of the of model is trained and deployed due to the cloud build trigger. However, to keep the model up to date with incoming data, a simple composer dag is configured to run the same pipeline on scheduled intervals. - -Note: For the first iteration, the pipeline.yaml file is generated and directly pushed to the repo. However, this can be done as a cloud build step as well in order to integrate security checks. - -## Service accounts -Note that the is triggered by cloud build (for the first time) and cloud composer (for the scheduled run). Therefore, by default the respective service accounts are used for the vertex pipeline run. However, in our code we have configured two service accounts to run different steps. - -- The bigquery service agent on the non-prod project will need EncryptDecrypt permission on the kms key so that it can create the dataset using the CMEK key. - - First, a non-prod service account to take care of components that run in non-prod (dataset creation, dataflow, training, and evaluation). This could simply be the default compute engine service account for the non-prod tenant. This service account needs write permission to upload the trained model from the non-prod bucket to the Vertex environment of prod. - - Another service account that has permissions on the prod tenant in order to deploy the model and the model monitoring job. This could simply be the default service account for the prod tenant. This service account will also need read permission on bigquery of non-prod where the data exists so that the monitoring job deployed by this service account in prod - - - diff --git a/vertexpipeline/census_pipeline.ipynb b/vertexpipeline/census_pipeline.ipynb deleted file mode 100644 index 9412fc12..00000000 --- a/vertexpipeline/census_pipeline.ipynb +++ /dev/null @@ -1,1654 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "id": "00a9d81e-1da7-4ced-bddc-fd56107ebd1a", - "metadata": {}, - "source": [ - "The purpose of this notebook is to build our pipeline components, test each component and eventually build a pipeline out of these components and test that. Once the pipeline is built, we can move the code to a compile_pipeline.py file to be compiled as a CI/CD step. The code for running the pipeline will exist in a runpipeline.py file which will be run as part of the CI/CD as well. " - ] - }, - { - "cell_type": "markdown", - "id": "37821695-8796-44e7-8ae2-775c54555e7d", - "metadata": { - "tags": [] - }, - "source": [ - "Set the values for PROJECT_ID, REGION, and BUCKET_URI according to your project." - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "9030884f-2daf-4bf5-abbc-c9366b82d649", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "PROJECT_ID = \"prj-d-bu3machine-learning-gxcv\"\n", - "REGION = \"us-central1\"\n", - "BUCKET_URI = \"gs://bkt-d-vertexpipe-test-dev\"" - ] - }, - { - "cell_type": "markdown", - "id": "816e581c-a463-410e-9708-fb27916927af", - "metadata": {}, - "source": [ - "You can set these variables to your desired values or leave them as is" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "8231198a-8389-4cc0-a698-c2b1c24b1d1b", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "KFP_COMPONENTS_PATH = \"components\"\n", - "SRC = \"src\"" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "331e585f-bb53-495e-80d7-c963a2fb3bb3", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "# create a src directory for dataflow source code\n", - "!mkdir -m 777 -p {SRC}" - ] - }, - { - "cell_type": "markdown", - "id": "7feca03d-c55a-44ae-bae7-814d1a93a236", - "metadata": {}, - "source": [ - "This is the image we will use to run pipeline components. Replace the name of the artifact project with that of yours, e.g.:\n", - "##### \"us-central1-docker.pkg.dev/{prj-c-bu3artifacts-####}/c-publish-artifacts/vertexpipeline:v2\"\n", - "As part of the project inflation pipelines, the image from the Dockerfile in this repository is built and pushed to project" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "33be8e30-0c49-43ca-ae3e-2eb644012f87", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "Image = \"us-central1-docker.pkg.dev/prj-c-bu3artifacts-5wdo/c-publish-artifacts/vertexpipeline:v2\"" - ] - }, - { - "cell_type": "markdown", - "id": "b32b50cb-20ad-4ab2-9a3e-a1e330596944", - "metadata": {}, - "source": [ - "while working in the dev environment's notebook, we install the required dependencies" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "f60c6bc3-d97f-41c8-879c-1edb59a6cfb9", - "metadata": { - "collapsed": true, - "jupyter": { - "outputs_hidden": true - }, - "tags": [] - 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"Requirement already satisfied: cachetools<6.0,>=2.0.0 in /opt/conda/lib/python3.10/site-packages (from google-auth<3,>=1.6.1->kfp) (5.3.3)\n", - "Requirement already satisfied: pyasn1-modules>=0.2.1 in /opt/conda/lib/python3.10/site-packages (from google-auth<3,>=1.6.1->kfp) (0.3.0)\n", - "Requirement already satisfied: rsa<5,>=3.1.4 in /opt/conda/lib/python3.10/site-packages (from google-auth<3,>=1.6.1->kfp) (4.9)\n", - "Requirement already satisfied: google-cloud-core<3.0dev,>=2.3.0 in /opt/conda/lib/python3.10/site-packages (from google-cloud-storage<3,>=2.2.1->kfp) (2.4.1)\n", - "Requirement already satisfied: google-resumable-media>=2.6.0 in /opt/conda/lib/python3.10/site-packages (from google-cloud-storage<3,>=2.2.1->kfp) (2.7.0)\n", - "Requirement already satisfied: google-crc32c<2.0dev,>=1.0 in /opt/conda/lib/python3.10/site-packages (from google-cloud-storage<3,>=2.2.1->kfp) (1.5.0)\n", - "Requirement already satisfied: certifi in /opt/conda/lib/python3.10/site-packages (from kfp-server-api<2.1.0,>=2.0.0->kfp) (2024.2.2)\n", - "Requirement already satisfied: python-dateutil in /opt/conda/lib/python3.10/site-packages (from kfp-server-api<2.1.0,>=2.0.0->kfp) (2.9.0)\n", - "Requirement already satisfied: websocket-client!=0.40.0,!=0.41.*,!=0.42.*,>=0.32.0 in /opt/conda/lib/python3.10/site-packages (from kubernetes<27,>=8.0.0->kfp) (1.7.0)\n", - "Requirement already satisfied: requests-oauthlib in /opt/conda/lib/python3.10/site-packages (from kubernetes<27,>=8.0.0->kfp) (1.4.0)\n", - "Requirement already satisfied: google-auth-oauthlib<0.5,>=0.4.1 in /opt/conda/lib/python3.10/site-packages (from tensorboard<2.9,>=2.8->tensorflow==2.8.0) (0.4.6)\n", - "Requirement already satisfied: markdown>=2.6.8 in /opt/conda/lib/python3.10/site-packages (from tensorboard<2.9,>=2.8->tensorflow==2.8.0) (3.6)\n", - "Requirement already satisfied: tensorboard-data-server<0.7.0,>=0.6.0 in /opt/conda/lib/python3.10/site-packages (from tensorboard<2.9,>=2.8->tensorflow==2.8.0) (0.6.1)\n", - "Requirement already satisfied: tensorboard-plugin-wit>=1.6.0 in /opt/conda/lib/python3.10/site-packages (from tensorboard<2.9,>=2.8->tensorflow==2.8.0) (1.8.1)\n", - "Requirement already satisfied: werkzeug>=0.11.15 in /opt/conda/lib/python3.10/site-packages (from tensorboard<2.9,>=2.8->tensorflow==2.8.0) (3.0.1)\n", - "Requirement already satisfied: pyasn1<0.6.0,>=0.4.6 in /opt/conda/lib/python3.10/site-packages (from pyasn1-modules>=0.2.1->google-auth<3,>=1.6.1->kfp) (0.5.1)\n", - "Requirement already satisfied: charset-normalizer<4,>=2 in /opt/conda/lib/python3.10/site-packages (from requests<3.0.0.dev0,>=2.18.0->google-api-core!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.0,<3.0.0dev,>=1.31.5->kfp) (3.3.2)\n", - "Requirement already satisfied: idna<4,>=2.5 in /opt/conda/lib/python3.10/site-packages (from requests<3.0.0.dev0,>=2.18.0->google-api-core!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.0,<3.0.0dev,>=1.31.5->kfp) (3.6)\n", - "Requirement already satisfied: oauthlib>=3.0.0 in /opt/conda/lib/python3.10/site-packages (from requests-oauthlib->kubernetes<27,>=8.0.0->kfp) (3.2.2)\n", - "Requirement already satisfied: MarkupSafe>=2.1.1 in /opt/conda/lib/python3.10/site-packages (from werkzeug>=0.11.15->tensorboard<2.9,>=2.8->tensorflow==2.8.0) (2.1.5)\n", - "Using cached protobuf-4.25.3-cp37-abi3-manylinux2014_x86_64.whl (294 kB)\n", - "Installing collected packages: protobuf\n", - " Attempting uninstall: protobuf\n", - " Found existing installation: protobuf 3.20.0\n", - " Uninstalling protobuf-3.20.0:\n", - " Successfully uninstalled protobuf-3.20.0\n", - "\u001b[31mERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n", - "google-api-python-client 1.8.0 requires google-api-core<2dev,>=1.13.0, but you have google-api-core 2.17.1 which is incompatible.\n", - "google-cloud-datastore 1.15.5 requires protobuf<4.0.0dev, but you have protobuf 4.25.3 which is incompatible.\u001b[0m\u001b[31m\n", - "\u001b[0mSuccessfully installed protobuf-4.25.3\n", - "Requirement already satisfied: google-cloud-pipeline-components in /opt/conda/lib/python3.10/site-packages (2.10.0)\n", - "Requirement already satisfied: google-api-core!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.0,<3.0.0dev,>=1.31.5 in /opt/conda/lib/python3.10/site-packages (from google-cloud-pipeline-components) (2.17.1)\n", - "Requirement already satisfied: kfp<=2.7.0,>=2.6.0 in /opt/conda/lib/python3.10/site-packages (from google-cloud-pipeline-components) (2.7.0)\n", - "Requirement already satisfied: google-cloud-aiplatform<2,>=1.14.0 in /opt/conda/lib/python3.10/site-packages (from google-cloud-pipeline-components) (1.43.0)\n", - "Requirement already satisfied: Jinja2<4,>=3.1.2 in /opt/conda/lib/python3.10/site-packages (from google-cloud-pipeline-components) (3.1.3)\n", - "Requirement already satisfied: googleapis-common-protos<2.0.dev0,>=1.56.2 in /opt/conda/lib/python3.10/site-packages (from google-api-core!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.0,<3.0.0dev,>=1.31.5->google-cloud-pipeline-components) (1.63.0)\n", - "Requirement already satisfied: protobuf!=3.20.0,!=3.20.1,!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0.dev0,>=3.19.5 in /opt/conda/lib/python3.10/site-packages (from google-api-core!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.0,<3.0.0dev,>=1.31.5->google-cloud-pipeline-components) (4.25.3)\n", - "Requirement already satisfied: google-auth<3.0.dev0,>=2.14.1 in /opt/conda/lib/python3.10/site-packages (from google-api-core!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.0,<3.0.0dev,>=1.31.5->google-cloud-pipeline-components) (2.28.2)\n", - "Requirement already satisfied: requests<3.0.0.dev0,>=2.18.0 in /opt/conda/lib/python3.10/site-packages (from google-api-core!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.0,<3.0.0dev,>=1.31.5->google-cloud-pipeline-components) (2.31.0)\n", - "Requirement already satisfied: proto-plus<2.0.0dev,>=1.22.0 in /opt/conda/lib/python3.10/site-packages (from google-cloud-aiplatform<2,>=1.14.0->google-cloud-pipeline-components) (1.23.0)\n", - "Requirement already satisfied: packaging>=14.3 in /opt/conda/lib/python3.10/site-packages (from google-cloud-aiplatform<2,>=1.14.0->google-cloud-pipeline-components) (24.0)\n", - "Requirement already satisfied: google-cloud-storage<3.0.0dev,>=1.32.0 in /opt/conda/lib/python3.10/site-packages (from google-cloud-aiplatform<2,>=1.14.0->google-cloud-pipeline-components) (2.14.0)\n", - "Requirement already satisfied: google-cloud-bigquery<4.0.0dev,>=1.15.0 in /opt/conda/lib/python3.10/site-packages (from google-cloud-aiplatform<2,>=1.14.0->google-cloud-pipeline-components) (3.19.0)\n", - "Requirement already satisfied: google-cloud-resource-manager<3.0.0dev,>=1.3.3 in /opt/conda/lib/python3.10/site-packages (from google-cloud-aiplatform<2,>=1.14.0->google-cloud-pipeline-components) (1.12.3)\n", - "Requirement already satisfied: shapely<3.0.0dev in /opt/conda/lib/python3.10/site-packages (from google-cloud-aiplatform<2,>=1.14.0->google-cloud-pipeline-components) (2.0.3)\n", - "Requirement already satisfied: MarkupSafe>=2.0 in /opt/conda/lib/python3.10/site-packages (from Jinja2<4,>=3.1.2->google-cloud-pipeline-components) (2.1.5)\n", - "Requirement already satisfied: click<9,>=8.0.0 in /opt/conda/lib/python3.10/site-packages (from kfp<=2.7.0,>=2.6.0->google-cloud-pipeline-components) (8.1.7)\n", - "Requirement already satisfied: docstring-parser<1,>=0.7.3 in /opt/conda/lib/python3.10/site-packages (from kfp<=2.7.0,>=2.6.0->google-cloud-pipeline-components) (0.15)\n", - "Requirement already satisfied: kfp-pipeline-spec==0.3.0 in /opt/conda/lib/python3.10/site-packages (from kfp<=2.7.0,>=2.6.0->google-cloud-pipeline-components) (0.3.0)\n", - "Requirement already satisfied: kfp-server-api<2.1.0,>=2.0.0 in /opt/conda/lib/python3.10/site-packages (from kfp<=2.7.0,>=2.6.0->google-cloud-pipeline-components) (2.0.5)\n", - "Requirement already satisfied: kubernetes<27,>=8.0.0 in /opt/conda/lib/python3.10/site-packages (from kfp<=2.7.0,>=2.6.0->google-cloud-pipeline-components) (26.1.0)\n", - "Requirement already satisfied: PyYAML<7,>=5.3 in /opt/conda/lib/python3.10/site-packages (from kfp<=2.7.0,>=2.6.0->google-cloud-pipeline-components) (6.0.1)\n", - "Requirement already satisfied: requests-toolbelt<1,>=0.8.0 in /opt/conda/lib/python3.10/site-packages (from kfp<=2.7.0,>=2.6.0->google-cloud-pipeline-components) (0.10.1)\n", - "Requirement already satisfied: tabulate<1,>=0.8.6 in /opt/conda/lib/python3.10/site-packages (from kfp<=2.7.0,>=2.6.0->google-cloud-pipeline-components) (0.9.0)\n", - "Requirement already satisfied: urllib3<2.0.0 in /opt/conda/lib/python3.10/site-packages (from kfp<=2.7.0,>=2.6.0->google-cloud-pipeline-components) (1.26.18)\n", - "Requirement already satisfied: grpcio<2.0dev,>=1.33.2 in /opt/conda/lib/python3.10/site-packages (from google-api-core[grpc]!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,<3.0.0dev,>=1.34.1->google-cloud-aiplatform<2,>=1.14.0->google-cloud-pipeline-components) (1.62.1)\n", - "Requirement already satisfied: grpcio-status<2.0.dev0,>=1.33.2 in /opt/conda/lib/python3.10/site-packages (from google-api-core[grpc]!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,<3.0.0dev,>=1.34.1->google-cloud-aiplatform<2,>=1.14.0->google-cloud-pipeline-components) (1.48.2)\n", - "Requirement already satisfied: cachetools<6.0,>=2.0.0 in /opt/conda/lib/python3.10/site-packages (from google-auth<3.0.dev0,>=2.14.1->google-api-core!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.0,<3.0.0dev,>=1.31.5->google-cloud-pipeline-components) (5.3.3)\n", - "Requirement already satisfied: pyasn1-modules>=0.2.1 in /opt/conda/lib/python3.10/site-packages (from google-auth<3.0.dev0,>=2.14.1->google-api-core!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.0,<3.0.0dev,>=1.31.5->google-cloud-pipeline-components) (0.3.0)\n", - "Requirement already satisfied: rsa<5,>=3.1.4 in /opt/conda/lib/python3.10/site-packages (from google-auth<3.0.dev0,>=2.14.1->google-api-core!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.0,<3.0.0dev,>=1.31.5->google-cloud-pipeline-components) (4.9)\n", - "Requirement already satisfied: google-cloud-core<3.0.0dev,>=1.6.0 in /opt/conda/lib/python3.10/site-packages (from google-cloud-bigquery<4.0.0dev,>=1.15.0->google-cloud-aiplatform<2,>=1.14.0->google-cloud-pipeline-components) (2.4.1)\n", - "Requirement already satisfied: google-resumable-media<3.0dev,>=0.6.0 in /opt/conda/lib/python3.10/site-packages (from google-cloud-bigquery<4.0.0dev,>=1.15.0->google-cloud-aiplatform<2,>=1.14.0->google-cloud-pipeline-components) (2.7.0)\n", - "Requirement already satisfied: python-dateutil<3.0dev,>=2.7.2 in /opt/conda/lib/python3.10/site-packages (from google-cloud-bigquery<4.0.0dev,>=1.15.0->google-cloud-aiplatform<2,>=1.14.0->google-cloud-pipeline-components) (2.9.0)\n", - "Requirement already satisfied: grpc-google-iam-v1<1.0.0dev,>=0.12.4 in /opt/conda/lib/python3.10/site-packages (from google-cloud-resource-manager<3.0.0dev,>=1.3.3->google-cloud-aiplatform<2,>=1.14.0->google-cloud-pipeline-components) (0.13.0)\n", - "Requirement already satisfied: google-crc32c<2.0dev,>=1.0 in /opt/conda/lib/python3.10/site-packages (from google-cloud-storage<3.0.0dev,>=1.32.0->google-cloud-aiplatform<2,>=1.14.0->google-cloud-pipeline-components) (1.5.0)\n", - "Requirement already satisfied: six>=1.10 in /opt/conda/lib/python3.10/site-packages (from kfp-server-api<2.1.0,>=2.0.0->kfp<=2.7.0,>=2.6.0->google-cloud-pipeline-components) (1.16.0)\n", - "Requirement already satisfied: certifi in /opt/conda/lib/python3.10/site-packages (from kfp-server-api<2.1.0,>=2.0.0->kfp<=2.7.0,>=2.6.0->google-cloud-pipeline-components) (2024.2.2)\n", - "Requirement already satisfied: setuptools>=21.0.0 in /opt/conda/lib/python3.10/site-packages (from kubernetes<27,>=8.0.0->kfp<=2.7.0,>=2.6.0->google-cloud-pipeline-components) (69.1.1)\n", - "Requirement already satisfied: websocket-client!=0.40.0,!=0.41.*,!=0.42.*,>=0.32.0 in /opt/conda/lib/python3.10/site-packages (from kubernetes<27,>=8.0.0->kfp<=2.7.0,>=2.6.0->google-cloud-pipeline-components) (1.7.0)\n", - "Requirement already satisfied: requests-oauthlib in /opt/conda/lib/python3.10/site-packages (from kubernetes<27,>=8.0.0->kfp<=2.7.0,>=2.6.0->google-cloud-pipeline-components) (1.4.0)\n", - "Requirement already satisfied: charset-normalizer<4,>=2 in /opt/conda/lib/python3.10/site-packages (from requests<3.0.0.dev0,>=2.18.0->google-api-core!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.0,<3.0.0dev,>=1.31.5->google-cloud-pipeline-components) (3.3.2)\n", - "Requirement already satisfied: idna<4,>=2.5 in /opt/conda/lib/python3.10/site-packages (from requests<3.0.0.dev0,>=2.18.0->google-api-core!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.0,<3.0.0dev,>=1.31.5->google-cloud-pipeline-components) (3.6)\n", - "Requirement already satisfied: numpy<2,>=1.14 in /opt/conda/lib/python3.10/site-packages (from shapely<3.0.0dev->google-cloud-aiplatform<2,>=1.14.0->google-cloud-pipeline-components) (1.25.2)\n", - "Requirement already satisfied: pyasn1<0.6.0,>=0.4.6 in /opt/conda/lib/python3.10/site-packages (from pyasn1-modules>=0.2.1->google-auth<3.0.dev0,>=2.14.1->google-api-core!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.0,<3.0.0dev,>=1.31.5->google-cloud-pipeline-components) (0.5.1)\n", - "Requirement already satisfied: oauthlib>=3.0.0 in /opt/conda/lib/python3.10/site-packages (from requests-oauthlib->kubernetes<27,>=8.0.0->kfp<=2.7.0,>=2.6.0->google-cloud-pipeline-components) (3.2.2)\n" - ] - } - ], - "source": [ - "!pip install --upgrade tensorflow==2.8.0 tensorflow-hub==0.13.0 kfp\n", - "!pip install --upgrade google-cloud-pipeline-components" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "2ddb16f5-a901-4a41-981e-5ec33d482715", - "metadata": { - "collapsed": true, - "jupyter": { - "outputs_hidden": true - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\u001b[31mERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n", - "google-api-core 2.17.1 requires protobuf!=3.20.0,!=3.20.1,!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0.dev0,>=3.19.5, but you have protobuf 3.20.0 which is incompatible.\n", - "google-api-python-client 1.8.0 requires google-api-core<2dev,>=1.13.0, but you have google-api-core 2.17.1 which is incompatible.\n", - "google-cloud-aiplatform 1.43.0 requires protobuf!=3.20.0,!=3.20.1,!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0dev,>=3.19.5, but you have protobuf 3.20.0 which is incompatible.\n", - "google-cloud-artifact-registry 1.11.3 requires protobuf!=3.20.0,!=3.20.1,!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0dev,>=3.19.5, but you have protobuf 3.20.0 which is incompatible.\n", - "google-cloud-bigquery-storage 2.24.0 requires protobuf!=3.20.0,!=3.20.1,!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0dev,>=3.19.5, but you have protobuf 3.20.0 which is incompatible.\n", - "google-cloud-language 2.13.3 requires protobuf!=3.20.0,!=3.20.1,!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0dev,>=3.19.5, but you have protobuf 3.20.0 which is incompatible.\n", - "google-cloud-monitoring 2.19.3 requires protobuf!=3.20.0,!=3.20.1,!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0dev,>=3.19.5, but you have protobuf 3.20.0 which is incompatible.\n", - "google-cloud-resource-manager 1.12.3 requires protobuf!=3.20.0,!=3.20.1,!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0dev,>=3.19.5, but you have protobuf 3.20.0 which is incompatible.\n", - "googleapis-common-protos 1.63.0 requires protobuf!=3.20.0,!=3.20.1,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0.dev0,>=3.19.5, but you have protobuf 3.20.0 which is incompatible.\n", - "grpc-google-iam-v1 0.13.0 requires protobuf!=3.20.0,!=3.20.1,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0dev,>=3.19.5, but you have protobuf 3.20.0 which is incompatible.\n", - "kfp 2.7.0 requires protobuf<5,>=4.21.1, but you have protobuf 3.20.0 which is incompatible.\n", - "kfp-pipeline-spec 0.3.0 requires protobuf<5,>=4.21.1, but you have protobuf 3.20.0 which is incompatible.\u001b[0m\u001b[31m\n", - "\u001b[0m" - ] - } - ], - "source": [ - "!pip install --quiet protobuf==3.20.0" - ] - }, - { - "cell_type": "markdown", - "id": "56c3e887-506d-4d97-b417-4f0c2fd65c8c", - "metadata": {}, - "source": [ - "copy data to bucket" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "3040dc95-9cf7-4815-8091-2bcfb03f32d3", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Copying file://data/adult.data.csv [Content-Type=text/csv]...\n", - "Copying file://data/adult.test.csv [Content-Type=text/csv]... \n", - "- [2 files][ 5.4 MiB/ 5.4 MiB] \n", - "Operation completed over 2 objects/5.4 MiB. \n" - ] - } - ], - "source": [ - "!gsutil cp -r data {BUCKET_URI}" - ] - }, - { - "cell_type": "markdown", - "id": "70f54986-8c76-47a1-914b-07be39d2f948", - "metadata": {}, - "source": [ - "import the required libraries to run experiments and build components" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "02c4447b-b375-4595-82c3-706bd18ee837", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "from pathlib import Path as path\n", - "from urllib.parse import urlparse\n", - "import os\n", - "from six.moves import urllib\n", - "import tempfile\n", - "import numpy as np\n", - "import pandas as pd\n", - "import tensorflow as tf\n", - "import os\n", - "import tensorflow_hub as hub\n", - "from google.cloud import aiplatform\n", - "from google.cloud import bigquery\n", - "from google.api_core.exceptions import GoogleAPIError\n", - "from kfp import compiler, dsl\n", - "from kfp.dsl import component\n", - "from kfp.dsl import Input, Output, Model, Metrics, OutputPath\n", - "from typing import NamedTuple\n", - "\n", - "aiplatform.init(project=PROJECT_ID, location=REGION, staging_bucket=BUCKET_URI)" - ] - }, - { - "cell_type": "markdown", - "id": "e18331e6-eaa0-40ea-a0e8-a4b2e164e1a4", - "metadata": { - "tags": [] - }, - "source": [ - "set up global variables for running experiments and pipeline components (you can leave them as is to avoid any errors)" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "a4223f59-9012-4064-bee9-67c7aa96cbbf", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "DATA_URL = f'{BUCKET_URI}/data'\n", - "TRAINING_FILE = 'adult.data.csv'\n", - "EVAL_FILE = 'adult.test.csv'\n", - "TRAINING_URL = '%s/%s' % (DATA_URL, TRAINING_FILE)\n", - "EVAL_URL = '%s/%s' % (DATA_URL, EVAL_FILE)\n", - "DATASET_ID = 'census_dataset'\n", - "TRAINING_TABLE_ID = 'census_train_table'\n", - "EVAL_TABLE_ID = 'census_eval_table'\n", - "RUNNER = \"DataflowRunner\"\n", - "REGION=\"us-central1\"\n", - "JOB_NAME=\"census-ingest\"\n", - "CSV_SCHEMA = [\n", - " bigquery.SchemaField(\"age\", \"FLOAT64\"),\n", - " bigquery.SchemaField(\"workclass\", \"STRING\"),\n", - " bigquery.SchemaField(\"fnlwgt\", \"FLOAT64\"),\n", - " bigquery.SchemaField(\"education\", \"STRING\"),\n", - " bigquery.SchemaField(\"education_num\", \"FLOAT64\"),\n", - " bigquery.SchemaField(\"marital_status\", \"STRING\"),\n", - " bigquery.SchemaField(\"occupation\", \"STRING\"),\n", - " bigquery.SchemaField(\"relationship\", \"STRING\"),\n", - " bigquery.SchemaField(\"race\", \"STRING\"),\n", - " bigquery.SchemaField(\"gender\", \"STRING\"),\n", - " bigquery.SchemaField(\"capital_gain\", \"FLOAT64\"),\n", - " bigquery.SchemaField(\"capital_loss\", \"FLOAT64\"),\n", - " bigquery.SchemaField(\"hours_per_week\", \"FLOAT64\"),\n", - " bigquery.SchemaField(\"native_country\", \"STRING\"),\n", - " bigquery.SchemaField(\"income_bracket\", \"STRING\"),\n", - " ]\n", - "\n", - "UNUSED_COLUMNS = [\"fnlwgt\", \"education_num\"]" - ] - }, - { - "cell_type": "markdown", - "id": "976a9327-b077-477b-b765-9ff9480c9fd5", - "metadata": { - "tags": [] - }, - "source": [ - "# BigQuery dataset creation" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "dd5ace09-afd5-4135-8e28-9f8b6c2b1c96", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "# create a directory to save the component\n", - "!mkdir -m 777 -p {KFP_COMPONENTS_PATH}/bq_dataset_component" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "69b38ab3-f86c-4905-badc-7daaf2f61dbb", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "create_bq_dataset_query = f\"\"\"\n", - "CREATE SCHEMA IF NOT EXISTS {DATASET_ID}\n", - "\"\"\"\n", - "\n", - "with open(\n", - " f\"{KFP_COMPONENTS_PATH}/bq_dataset_component/create_bq_dataset.sql\", \"w\"\n", - ") as q:\n", - " q.write(create_bq_dataset_query)\n", - "q.close()" - ] - }, - { - "cell_type": "markdown", - "id": "fbbf2bee-cc42-4aff-8fff-3bb506bcc741", - "metadata": { - "tags": [] - }, - "source": [ - "# Dataflow sources\n", - "The below cells generate the dataflow source code for ingesting data from our gcs bucket to the biquery dataset create above" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "459aac56-76d0-4e0d-bc39-b48e180f78fa", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "!touch {SRC}/__init__.py" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "28a08119-b131-4100-a2f2-944088d21a3f", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Overwriting src/ingest_pipeline.py\n" - ] - } - ], - "source": [ - "%%writefile src/ingest_pipeline.py\n", - "from __future__ import absolute_import\n", - "import logging\n", - "import argparse\n", - "import apache_beam as beam\n", - "from apache_beam.io import ReadFromText, ReadAllFromText\n", - "from apache_beam.dataframe.io import read_csv\n", - "from apache_beam.io.gcp.bigquery import WriteToBigQuery\n", - "from apache_beam.options.pipeline_options import PipelineOptions\n", - "from apache_beam.io.gcp.internal.clients import bigquery\n", - "from apache_beam.options.pipeline_options import SetupOptions\n", - "\n", - "def get_bigquery_schema():\n", - " \"\"\"\n", - " A function to get the BigQuery schema.\n", - " Returns:\n", - " A list of BigQuery schema.\n", - " \"\"\"\n", - "\n", - " table_schema = bigquery.TableSchema()\n", - " columns = (('age', 'FLOAT64', 'nullable'),\n", - " ('workclass', 'STRING', 'nullable'),\n", - " ('fnlwgt', 'FLOAT64', 'nullable'),\n", - " ('education', 'STRING', 'nullable'),\n", - " ('education_num', 'FLOAT64', 'nullable'),\n", - " ('marital_status', 'STRING', 'nullable'),\n", - " ('occupation', 'STRING', 'nullable'),\n", - " (\"relationship\", \"STRING\", 'nullable'),\n", - " (\"race\", \"STRING\", 'nullable'),\n", - " (\"gender\", \"STRING\", 'nullable'),\n", - " (\"capital_gain\", \"FLOAT64\", 'nullable'),\n", - " (\"capital_loss\", \"FLOAT64\", 'nullable'),\n", - " (\"hours_per_week\", \"FLOAT64\", 'nullable'),\n", - " (\"native_country\", \"STRING\", 'nullable'),\n", - " (\"income_bracket\", \"STRING\", 'nullable')\n", - " )\n", - "\n", - " for column in columns:\n", - " column_schema = bigquery.TableFieldSchema()\n", - " column_schema.name = column[0]\n", - " column_schema.type = column[1]\n", - " column_schema.mode = column[2]\n", - " table_schema.fields.append(column_schema)\n", - "\n", - " return table_schema\n", - "\n", - "def get_args():\n", - " parser = argparse.ArgumentParser()\n", - " parser.add_argument('--url', dest='url', default=\"BUCKET_URI/data/adult.data.csv\",\n", - " help='url of the data to be downloaded')\n", - " parser.add_argument('--bq-dataset', dest='dataset_id', required=False,\n", - " default='census_dataset', help='Dataset name used in BigQuery.')\n", - " parser.add_argument('--bq-table', dest='table_id', required=False,\n", - " default='census_train_table', help='Table name used in BigQuery.')\n", - " parser.add_argument('--bq-project', dest='project_id', required=False,\n", - " default='majid-test-407120', help='project id')\n", - " args, pipeline_args = parser.parse_known_args()\n", - " return args, pipeline_args\n", - "\n", - "def transform(line):\n", - " values = line.split(\",\")\n", - " d = {}\n", - " fields = [\"age\",\"workclass\",\"fnlwgt\",\"education\",\"education_num\",\n", - " \"marital_status\",\"occupation\",\"relationship\",\"race\",\"gender\",\n", - " \"capital_gain\",\"capital_loss\",\"hours_per_week\",\"native_country\",\"income_bracket\"]\n", - " for i in range(len(fields)):\n", - " d[fields[i]] = values[i].strip()\n", - " return d\n", - "\n", - "def load_data_into_bigquery(args, pipeline_args):\n", - " options = PipelineOptions(pipeline_args)\n", - " options.view_as(SetupOptions).save_main_session = True\n", - " p = beam.Pipeline(options=options)\n", - " \n", - " (p \n", - " | 'Create PCollection' >> beam.Create([args.url])\n", - " | 'ReadFromText' >> ReadAllFromText(skip_header_lines=1)\n", - " | 'string to bq row' >> beam.Map(lambda s: transform(s))\n", - " | 'WriteToBigQuery' >> WriteToBigQuery(\n", - " table=args.table_id,\n", - " dataset=args.dataset_id,\n", - " project=args.project_id,\n", - " schema=get_bigquery_schema(),\n", - " create_disposition=beam.io.BigQueryDisposition.CREATE_IF_NEEDED,\n", - " write_disposition=beam.io.BigQueryDisposition.WRITE_TRUNCATE,\n", - " )\n", - " )\n", - "\n", - " job = p.run()\n", - " if options.get_all_options()['runner'] == 'DirectRunner':\n", - " job.wait_until_finish()\n", - "\n", - "if __name__ == '__main__':\n", - " args, pipeline_args = get_args()\n", - " logging.getLogger().setLevel(logging.INFO)\n", - " load_data_into_bigquery(args, pipeline_args)" - ] - }, - { - "cell_type": "markdown", - "id": "ab1f80b6-047f-4f33-9297-94d589395303", - "metadata": {}, - "source": [ - "Now upload the dataflow source code to the bucket to be accessible by Dataflow" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "76881a2e-0ed8-4d0c-9e1f-512a93130312", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Copying file://src/ingest_pipeline.py [Content-Type=text/x-python]...\n", - "Copying file://src/__init__.py [Content-Type=text/x-python]... \n", - "Copying file://src/.ipynb_checkpoints/ingest_pipeline-checkpoint.py [Content-Type=text/x-python]...\n", - "- [3 files][ 7.5 KiB/ 7.5 KiB] \n", - "Operation completed over 3 objects/7.5 KiB. \n" - ] - } - ], - "source": [ - "!gsutil cp -R {SRC} {BUCKET_URI}" - ] - }, - { - "cell_type": "markdown", - "id": "1052dd72-692d-4215-9ff5-e791f3fbc41a", - "metadata": { - "tags": [] - }, - "source": [ - "# Dataflow arguments component\n", - "This components sole purpose is to prepare the command line arguments for Dataflow" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "id": "167c96f7-6416-464e-9326-6350b1345cbb", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "@component(base_image=Image)\n", - "def build_dataflow_args(\n", - " bq_dataset: str,\n", - " url: str,\n", - " bq_table: str,\n", - " job_name: str,\n", - " runner: str,\n", - " bq_project: str,\n", - " subnet: str,\n", - ") -> list:\n", - " return [\n", - " \"--job_name\",\n", - " job_name,\n", - " \"--runner\",\n", - " runner,\n", - " \"--url\",\n", - " url,\n", - " \"--bq-dataset\",\n", - " bq_dataset,\n", - " \"--bq-table\",\n", - " bq_table,\n", - " \"--bq-project\",\n", - " bq_project,\n", - " \"--subnetwork\",\n", - " subnet,\n", - " \"--no_use_public_ips\",\n", - " \"--worker_zone\",\n", - " \"us-central1-c\",\n", - " ]" - ] - }, - { - "cell_type": "markdown", - "id": "03de2873-3145-4a7f-abaf-3de1267ac708", - "metadata": { - "tags": [] - }, - "source": [ - "# Costum training component\n", - "The model training involves 3 simple steps:\n", - "1. Reading the data from bigquery using the tensorflow-io library (make sure you set the default kms key for your project above in advance)\n", - "2. Creating a keras model\n", - "3. Training the model on the data and optionally storing logs in a tensorboard directory (/tblogs) to enable tensorboard usage in future\n", - "\n", - "After we test the training function, it can be wrapped in a vertex pipeline coponent using the @componet decorator as shown below." - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "id": "b026b981-cbc0-43bd-af56-36a9f1a2f514", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "!mkdir -m 777 -p {KFP_COMPONENTS_PATH}/custom_training_component" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "id": "309ed10c-2434-4dd5-9f92-4352ff9e4b78", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/var/tmp/ipykernel_174003/1588383553.py:1: DeprecationWarning: output_component_file parameter is deprecated and will eventually be removed. Please use `Compiler().compile()` to compile a component instead.\n", - " @component(\n", - "/var/tmp/ipykernel_174003/1588383553.py:5: DeprecationWarning: output_component_file parameter is deprecated and will eventually be removed. Please use `Compiler().compile()` to compile a component instead.\n", - " def custom_train_model(\n" - ] - } - ], - "source": [ - "@component(\n", - " base_image=Image,\n", - " output_component_file=f\"{KFP_COMPONENTS_PATH}/custom_training_component/training.yaml\"\n", - ")\n", - "def custom_train_model(\n", - " project: str,\n", - " table: str,\n", - " dataset: str,\n", - " tb_log_dir: str,\n", - " model: Output[Model],\n", - " epochs: int = 5,\n", - " batch_size: int = 32,\n", - " lr: float = 0.01, # not used here but can be passed to an optimizer\n", - "):\n", - " \n", - " from tensorflow.python.framework import ops\n", - " from tensorflow.python.framework import dtypes\n", - " from tensorflow_io.bigquery import BigQueryClient\n", - " from tensorflow_io.bigquery import BigQueryReadSession\n", - " from tensorflow import feature_column\n", - " from google.cloud import bigquery\n", - " \n", - " import tensorflow as tf\n", - " CSV_SCHEMA = [\n", - " bigquery.SchemaField(\"age\", \"FLOAT64\"),\n", - " bigquery.SchemaField(\"workclass\", \"STRING\"),\n", - " bigquery.SchemaField(\"fnlwgt\", \"FLOAT64\"),\n", - " bigquery.SchemaField(\"education\", \"STRING\"),\n", - " bigquery.SchemaField(\"education_num\", \"FLOAT64\"),\n", - " bigquery.SchemaField(\"marital_status\", \"STRING\"),\n", - " bigquery.SchemaField(\"occupation\", \"STRING\"),\n", - " bigquery.SchemaField(\"relationship\", \"STRING\"),\n", - " bigquery.SchemaField(\"race\", \"STRING\"),\n", - " bigquery.SchemaField(\"gender\", \"STRING\"),\n", - " bigquery.SchemaField(\"capital_gain\", \"FLOAT64\"),\n", - " bigquery.SchemaField(\"capital_loss\", \"FLOAT64\"),\n", - " bigquery.SchemaField(\"hours_per_week\", \"FLOAT64\"),\n", - " bigquery.SchemaField(\"native_country\", \"STRING\"),\n", - " bigquery.SchemaField(\"income_bracket\", \"STRING\"),\n", - " ]\n", - "\n", - " UNUSED_COLUMNS = [\"fnlwgt\", \"education_num\"]\n", - " def transform_row(row_dict):\n", - " # Trim all string tensors\n", - " trimmed_dict = { column:\n", - " (tf.strings.strip(tensor) if tensor.dtype == 'string' else tensor) \n", - " for (column,tensor) in row_dict.items()\n", - " }\n", - " # Extract feature column\n", - " income_bracket = trimmed_dict.pop('income_bracket')\n", - " # Convert feature column to 0.0/1.0\n", - " income_bracket_float = tf.cond(tf.equal(tf.strings.strip(income_bracket), '>50K'), \n", - " lambda: tf.constant(1.0), \n", - " lambda: tf.constant(0.0))\n", - " return (trimmed_dict, income_bracket_float)\n", - "\n", - " def read_bigquery(table_name, dataset=dataset):\n", - " tensorflow_io_bigquery_client = BigQueryClient()\n", - " read_session = tensorflow_io_bigquery_client.read_session(\n", - " \"projects/\" + project,\n", - " project, table, dataset,\n", - " list(field.name for field in CSV_SCHEMA \n", - " if not field.name in UNUSED_COLUMNS),\n", - " list(dtypes.double if field.field_type == 'FLOAT64' \n", - " else dtypes.string for field in CSV_SCHEMA\n", - " if not field.name in UNUSED_COLUMNS),\n", - " requested_streams=2)\n", - "\n", - " dataset = read_session.parallel_read_rows()\n", - " transformed_ds = dataset.map(transform_row)\n", - " return transformed_ds\n", - "\n", - " training_ds = read_bigquery(table).shuffle(10000).batch(batch_size)\n", - "\n", - "\n", - "\n", - " feature_columns = []\n", - " def get_categorical_feature_values(column):\n", - " query = 'SELECT DISTINCT TRIM({}) FROM `{}`.{}.{}'.format(column, project, dataset, table)\n", - " client = bigquery.Client(project=project)\n", - " dataset_ref = client.dataset(dataset)\n", - " job_config = bigquery.QueryJobConfig()\n", - " query_job = client.query(query, job_config=job_config)\n", - " result = query_job.to_dataframe()\n", - " return result.values[:,0]\n", - "\n", - " # numeric cols\n", - " for header in ['capital_gain', 'capital_loss', 'hours_per_week']:\n", - " feature_columns.append(feature_column.numeric_column(header))\n", - "\n", - " # categorical cols\n", - " for header in ['workclass', 'marital_status', 'occupation', 'relationship',\n", - " 'race', 'native_country', 'education']:\n", - " categorical_feature = feature_column.categorical_column_with_vocabulary_list(\n", - " header, get_categorical_feature_values(header))\n", - " categorical_feature_one_hot = feature_column.indicator_column(categorical_feature)\n", - " feature_columns.append(categorical_feature_one_hot)\n", - "\n", - " # bucketized cols\n", - " age = feature_column.numeric_column('age')\n", - " age_buckets = feature_column.bucketized_column(age, boundaries=[18, 25, 30, 35, 40, 45, 50, 55, 60, 65])\n", - " feature_columns.append(age_buckets)\n", - "\n", - " feature_layer = tf.keras.layers.DenseFeatures(feature_columns)\n", - "\n", - "\n", - " Dense = tf.keras.layers.Dense\n", - " keras_model = tf.keras.Sequential(\n", - " [\n", - " feature_layer,\n", - " Dense(100, activation=tf.nn.relu, kernel_initializer='uniform'),\n", - " Dense(75, activation=tf.nn.relu),\n", - " Dense(50, activation=tf.nn.relu),\n", - " Dense(25, activation=tf.nn.relu),\n", - " Dense(1, activation=tf.nn.sigmoid)\n", - " ])\n", - "\n", - " tensorboard = tf.keras.callbacks.TensorBoard(log_dir=tb_log_dir)\n", - " # Compile Keras model\n", - " keras_model.compile(loss='binary_crossentropy', metrics=['accuracy'])\n", - " keras_model.fit(training_ds, epochs=epochs, callbacks=[tensorboard])\n", - " keras_model.save(model.path)" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "id": "4ac20209-57ca-4b3e-9740-e2fc531591a8", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "from google_cloud_pipeline_components.v1.custom_job import utils\n", - "custom_job_distributed_training_op = utils.create_custom_training_job_op_from_component(\n", - " custom_train_model, replica_count=1\n", - ")" - ] - }, - { - "cell_type": "markdown", - "id": "044b4e52-4596-41d9-ac6c-9dcfb7ab4bea", - "metadata": { - "tags": [] - }, - "source": [ - "# Custom Evaluation component\n", - "This step is very similar to the training component. At the end we flag the model for deployment only if its' accuracy is over 80 percent" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "id": "a3daaae2-229c-4deb-b264-6b86a80364b6", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "!mkdir -m 777 -p {KFP_COMPONENTS_PATH}/custom_eval_component" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "id": "7b8f2b3a-0562-465f-987c-a68782b48c0c", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/var/tmp/ipykernel_174003/1314921640.py:2: DeprecationWarning: output_component_file parameter is deprecated and will eventually be removed. Please use `Compiler().compile()` to compile a component instead.\n", - " @component(\n", - "/var/tmp/ipykernel_174003/1314921640.py:6: DeprecationWarning: output_component_file parameter is deprecated and will eventually be removed. Please use `Compiler().compile()` to compile a component instead.\n", - " def custom_eval_model(\n" - ] - } - ], - "source": [ - "# evaluation component\n", - "@component(\n", - " base_image=Image,\n", - " output_component_file=f\"{KFP_COMPONENTS_PATH}/custom_eval_component/eval.yaml\"\n", - ")\n", - "def custom_eval_model(\n", - " model_dir: str,\n", - " project: str,\n", - " table: str,\n", - " dataset: str,\n", - " tb_log_dir: str,\n", - " model: Input[Model],\n", - " metrics: Output[Metrics],\n", - " batch_size: int = 32,\n", - ")-> NamedTuple(\"Outputs\", [(\"dep_decision\", str)]):\n", - " from tensorflow.python.framework import ops\n", - " from tensorflow.python.framework import dtypes\n", - " from tensorflow_io.bigquery import BigQueryClient\n", - " from tensorflow_io.bigquery import BigQueryReadSession\n", - " from tensorflow import feature_column\n", - " from google.cloud import bigquery\n", - " \n", - " \n", - " import tensorflow as tf\n", - " CSV_SCHEMA = [\n", - " bigquery.SchemaField(\"age\", \"FLOAT64\"),\n", - " bigquery.SchemaField(\"workclass\", \"STRING\"),\n", - " bigquery.SchemaField(\"fnlwgt\", \"FLOAT64\"),\n", - " bigquery.SchemaField(\"education\", \"STRING\"),\n", - " bigquery.SchemaField(\"education_num\", \"FLOAT64\"),\n", - " bigquery.SchemaField(\"marital_status\", \"STRING\"),\n", - " bigquery.SchemaField(\"occupation\", \"STRING\"),\n", - " bigquery.SchemaField(\"relationship\", \"STRING\"),\n", - " bigquery.SchemaField(\"race\", \"STRING\"),\n", - " bigquery.SchemaField(\"gender\", \"STRING\"),\n", - " bigquery.SchemaField(\"capital_gain\", \"FLOAT64\"),\n", - " bigquery.SchemaField(\"capital_loss\", \"FLOAT64\"),\n", - " bigquery.SchemaField(\"hours_per_week\", \"FLOAT64\"),\n", - " bigquery.SchemaField(\"native_country\", \"STRING\"),\n", - " bigquery.SchemaField(\"income_bracket\", \"STRING\"),\n", - " ]\n", - "\n", - " UNUSED_COLUMNS = [\"fnlwgt\", \"education_num\"]\n", - " def transform_row(row_dict):\n", - " # Trim all string tensors\n", - " trimmed_dict = { column:\n", - " (tf.strings.strip(tensor) if tensor.dtype == 'string' else tensor) \n", - " for (column,tensor) in row_dict.items()\n", - " }\n", - " # Extract feature column\n", - " income_bracket = trimmed_dict.pop('income_bracket')\n", - " # Convert feature column to 0.0/1.0\n", - " income_bracket_float = tf.cond(tf.equal(tf.strings.strip(income_bracket), '>50K'), \n", - " lambda: tf.constant(1.0), \n", - " lambda: tf.constant(0.0))\n", - " return (trimmed_dict, income_bracket_float)\n", - "\n", - " def read_bigquery(table_name, dataset=dataset):\n", - " tensorflow_io_bigquery_client = BigQueryClient()\n", - " read_session = tensorflow_io_bigquery_client.read_session(\n", - " \"projects/\" + project,\n", - " project, table, dataset,\n", - " list(field.name for field in CSV_SCHEMA \n", - " if not field.name in UNUSED_COLUMNS),\n", - " list(dtypes.double if field.field_type == 'FLOAT64' \n", - " else dtypes.string for field in CSV_SCHEMA\n", - " if not field.name in UNUSED_COLUMNS),\n", - " requested_streams=2)\n", - "\n", - " dataset = read_session.parallel_read_rows()\n", - " transformed_ds = dataset.map(transform_row)\n", - " return transformed_ds\n", - "\n", - " eval_ds = read_bigquery(table).batch(batch_size)\n", - " keras_model = tf.keras.models.load_model(model.path)\n", - " tensorboard = tf.keras.callbacks.TensorBoard(log_dir=tb_log_dir)\n", - " loss, accuracy = keras_model.evaluate(eval_ds, callbacks=[tensorboard])\n", - " metrics.log_metric(\"accuracy\", accuracy)\n", - " # Deploy the model only if its accuracy is higher than 80 percent\n", - " if accuracy > 0.8:\n", - " dep_decision = \"true\"\n", - " keras_model.save(model_dir)\n", - " else:\n", - " dep_decision = \"false\"\n", - " return (dep_decision,)" - ] - }, - { - "cell_type": "markdown", - "id": "5dc0d316-9094-4eee-b7e7-6e07c09b83d0", - "metadata": { - "tags": [] - }, - "source": [ - "# Deployment component" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "id": "0ab4b7c5-f952-4710-8d4e-8105f3a1cb4e", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "!mkdir -m 777 -p {KFP_COMPONENTS_PATH}/deployment_component" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "id": "2797433c-4d68-4ee4-8b64-c27520a6e503", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/var/tmp/ipykernel_174003/1703232000.py:1: DeprecationWarning: output_component_file parameter is deprecated and will eventually be removed. Please use `Compiler().compile()` to compile a component instead.\n", - " @component(\n", - "/var/tmp/ipykernel_174003/1703232000.py:5: DeprecationWarning: output_component_file parameter is deprecated and will eventually be removed. Please use `Compiler().compile()` to compile a component instead.\n", - " def deploy_model(\n" - ] - } - ], - "source": [ - "@component(\n", - " base_image=Image,\n", - " output_component_file=f\"{KFP_COMPONENTS_PATH}/deployment_component/deploy.yaml\"\n", - ")\n", - "def deploy_model(\n", - " serving_container_image_uri: str,\n", - " model_name: str,\n", - " model_dir: str,\n", - " endpoint_name: str,\n", - " project_id: str,\n", - " region: str,\n", - " split: int,\n", - " min_nodes: int,\n", - " max_nodes: int,\n", - " encryption: str,\n", - " service_account: str,\n", - " model: Input[Model],\n", - " vertex_model: Output[Model],\n", - " vertex_endpoint: Output[Model]\n", - "):\n", - " from google.cloud import aiplatform \n", - " aiplatform.init(service_account=service_account)\n", - " def create_endpoint():\n", - " endpoints = aiplatform.Endpoint.list(\n", - " filter=f'display_name=\"{endpoint_name}\"',\n", - " order_by='create_time desc',\n", - " project=project_id,\n", - " location=region,\n", - " )\n", - " if len(endpoints) > 0:\n", - " endpoint = endpoints[0] # most recently created\n", - " else:\n", - " endpoint = aiplatform.Endpoint.create(\n", - " display_name=endpoint_name,\n", - " project=project_id,\n", - " location=region,\n", - " encryption_spec_key_name=encryption\n", - " )\n", - " return endpoint\n", - "\n", - " endpoint = create_endpoint()\n", - " \n", - "\n", - " def upload_model():\n", - " listed_model = aiplatform.Model.list(\n", - " filter=f'display_name=\"{model_name}\"',\n", - " project=project_id,\n", - " location=region,\n", - " )\n", - " if len(listed_model) > 0:\n", - " model_version = listed_model[0]\n", - " model_upload = aiplatform.Model.upload(\n", - " display_name=model_name,\n", - " parent_model=model_version.resource_name,\n", - " artifact_uri=model_dir,\n", - " serving_container_image_uri=serving_container_image_uri,\n", - " location=region,\n", - " project=project_id,\n", - " encryption_spec_key_name=encryption\n", - " )\n", - " else:\n", - " model_upload = aiplatform.Model.upload(\n", - " display_name=model_name,\n", - " artifact_uri=model_dir,\n", - " serving_container_image_uri=serving_container_image_uri,\n", - " location=region,\n", - " project=project_id,\n", - " encryption_spec_key_name=encryption,\n", - " \n", - " )\n", - " return model_upload\n", - " \n", - " uploaded_model = upload_model()\n", - " \n", - " # Save data to the output params\n", - " vertex_model.uri = uploaded_model.resource_name\n", - " def deploy_to_endpoint(model, endpoint):\n", - " deployed_models = endpoint.list_models()\n", - " if len(deployed_models) > 0:\n", - " latest_model_id = deployed_models[-1].id\n", - " print(\"your objects properties:\", deployed_models[0].create_time.__dir__())\n", - " model_deploy = uploaded_model.deploy(\n", - " # machine_type=\"n1-standard-4\",\n", - " endpoint=endpoint,\n", - " traffic_split={\"0\": 25, latest_model_id: 75},\n", - " deployed_model_display_name=model_name,\n", - " min_replica_count=min_nodes,\n", - " max_replica_count=max_nodes,\n", - " encryption_spec_key_name=encryption,\n", - " service_account=service_account\n", - " )\n", - " else:\n", - " model_deploy = uploaded_model.deploy(\n", - " # machine_type=\"n1-standard-4\",\n", - " endpoint=endpoint,\n", - " traffic_split={\"0\": 100},\n", - " min_replica_count=min_nodes,\n", - " max_replica_count=max_nodes,\n", - " deployed_model_display_name=model_name,\n", - " encryption_spec_key_name=encryption,\n", - " service_account=service_account\n", - " )\n", - " return model_deploy.resource_name\n", - "\n", - " vertex_endpoint.uri = deploy_to_endpoint(vertex_model, endpoint)\n", - " vertex_endpoint.metadata['resourceName']=endpoint.resource_name" - ] - }, - { - "cell_type": "markdown", - "id": "fb3ab72c-475c-4688-9f8f-b9799fe0bc4d", - "metadata": { - "tags": [] - }, - "source": [ - "# Model monitoring component" - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "id": "d191bd2b-41bc-4367-b292-a366b63561da", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "!mkdir -m 777 -p {KFP_COMPONENTS_PATH}/monitoring_component" - ] - }, - { - "cell_type": "code", - "execution_count": 24, - "id": "57a49a83-cc9d-4c7d-8260-85451063968f", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/var/tmp/ipykernel_174003/3082954866.py:1: DeprecationWarning: output_component_file parameter is deprecated and will eventually be removed. Please use `Compiler().compile()` to compile a component instead.\n", - " @component(\n", - "/var/tmp/ipykernel_174003/3082954866.py:5: DeprecationWarning: output_component_file parameter is deprecated and will eventually be removed. Please use `Compiler().compile()` to compile a component instead.\n", - " def create_monitoring(\n" - ] - } - ], - "source": [ - "@component(\n", - " base_image=Image,\n", - " output_component_file=f\"{KFP_COMPONENTS_PATH}/monitoring_component/monitoring.yaml\"\n", - ")\n", - "def create_monitoring(\n", - " monitoring_name: str,\n", - " project_id: str,\n", - " region: str,\n", - " endpoint: Input[Model],\n", - " bq_data_uri: str,\n", - " bucket_name: str,\n", - " email: str,\n", - " encryption: str,\n", - " service_account: str,\n", - "):\n", - " from google.cloud.aiplatform import model_monitoring\n", - " from google.cloud import aiplatform\n", - " from google.cloud import bigquery\n", - " from google.cloud import storage\n", - " from collections import OrderedDict\n", - " import time\n", - " import yaml\n", - " def ordered_dict_representer(self, value): # can be a lambda if that's what you prefer\n", - " return self.represent_mapping('tag:yaml.org,2002:map', value.items())\n", - " yaml.add_representer(OrderedDict, ordered_dict_representer)\n", - " \n", - " aiplatform.init(service_account=service_account)\n", - " list_monitors = aiplatform.ModelDeploymentMonitoringJob.list(filter=f'(state=\"JOB_STATE_SUCCEEDED\" OR state=\"JOB_STATE_RUNNING\") AND display_name=\"{monitoring_name}\"', project=project_id)\n", - " if len(list_monitors) == 0:\n", - " alerting_config = model_monitoring.EmailAlertConfig(\n", - " user_emails=[email], enable_logging=True\n", - " )\n", - " # schedule config\n", - " MONITOR_INTERVAL = 1\n", - " schedule_config = model_monitoring.ScheduleConfig(monitor_interval=MONITOR_INTERVAL)\n", - " # sampling strategy\n", - " SAMPLE_RATE = 0.5 \n", - " logging_sampling_strategy = model_monitoring.RandomSampleConfig(sample_rate=SAMPLE_RATE)\n", - " # drift config\n", - " DRIFT_THRESHOLD_VALUE = 0.05\n", - " DRIFT_THRESHOLDS = {\n", - " \"capital_gain\": DRIFT_THRESHOLD_VALUE,\n", - " \"capital_loss\": DRIFT_THRESHOLD_VALUE,\n", - " }\n", - " drift_config = model_monitoring.DriftDetectionConfig(drift_thresholds=DRIFT_THRESHOLDS)\n", - " # Skew config\n", - " DATASET_BQ_URI = bq_data_uri\n", - " TARGET = \"income_bracket\"\n", - " SKEW_THRESHOLD_VALUE = 0.5\n", - " SKEW_THRESHOLDS = {\n", - " \"capital_gain\": SKEW_THRESHOLD_VALUE,\n", - " \"capital_loss\": SKEW_THRESHOLD_VALUE,\n", - " }\n", - " skew_config = model_monitoring.SkewDetectionConfig(\n", - " data_source=DATASET_BQ_URI, skew_thresholds=SKEW_THRESHOLDS, target_field=TARGET\n", - " )\n", - " # objective config out of skew and drift configs\n", - " objective_config = model_monitoring.ObjectiveConfig(\n", - " skew_detection_config=skew_config,\n", - " drift_detection_config=drift_config,\n", - " explanation_config=None,\n", - " )\n", - "\n", - " bqclient = bigquery.Client()\n", - " table = bigquery.TableReference.from_string(DATASET_BQ_URI[5:])\n", - " bq_table = bqclient.get_table(table)\n", - " schema = bq_table.schema\n", - " schemayaml = OrderedDict({\n", - " \"type\": \"object\",\n", - " \"properties\": {},\n", - " \"required\": []\n", - " })\n", - " for feature in schema:\n", - " if feature.name in [\"income_bracket\"]:\n", - " continue\n", - " if feature.field_type == \"STRING\":\n", - " f_type = \"string\"\n", - " else:\n", - " f_type = \"number\"\n", - " schemayaml['properties'][feature.name] = {\"type\": f_type}\n", - " if feature.name not in [\"fnlwgt\", \"education_num\"]:\n", - " schemayaml['required'].append(feature.name)\n", - " \n", - " with open(\"monitoring_schema.yaml\", \"w\") as yaml_file:\n", - " yaml.dump(schemayaml, yaml_file, default_flow_style=False)\n", - " storage_client = storage.Client()\n", - " bucket = storage_client.bucket(bucket_name)\n", - " blob = bucket.blob(\"monitoring_schema.yaml\")\n", - " blob.upload_from_filename(\"monitoring_schema.yaml\")\n", - "\n", - " monitoring_job = aiplatform.ModelDeploymentMonitoringJob.create(\n", - " display_name=monitoring_name,\n", - " project=project_id,\n", - " location=region,\n", - " endpoint=endpoint.metadata['resourceName'],\n", - " logging_sampling_strategy=logging_sampling_strategy,\n", - " schedule_config=schedule_config,\n", - " alert_config=alerting_config,\n", - " objective_configs=objective_config,\n", - " analysis_instance_schema_uri=f\"gs://{bucket_name}/monitoring_schema.yaml\",\n", - " encryption_spec_key_name=encryption,\n", - " )" - ] - }, - { - "cell_type": "markdown", - "id": "60faba58-e64a-444f-a80a-819af74fa488", - "metadata": { - "tags": [] - }, - "source": [ - "# Pipeline build and compile" - ] - }, - { - "cell_type": "code", - "execution_count": 25, - "id": "3bfb7d67-49b9-416b-90c1-568648631f7d", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "@dsl.pipeline(name=\"census-income-pipeline\")\n", - "def pipeline(\n", - " create_bq_dataset_query: str,\n", - " project: str,\n", - " deployment_project: str,\n", - " region: str,\n", - " model_dir: str,\n", - " bucket_name: str,\n", - " monitoring_name: str,\n", - " monitoring_email: str,\n", - " encryption: str,\n", - " service_account: str,\n", - " prod_service_account: str,\n", - " dataflow_subnet: str,\n", - " train_data_url: str=TRAINING_URL,\n", - " eval_data_url: str=EVAL_URL,\n", - " bq_dataset: str=DATASET_ID,\n", - " bq_train_table: str=TRAINING_TABLE_ID,\n", - " bq_eval_table: str=EVAL_TABLE_ID,\n", - " job_name: str=JOB_NAME,\n", - " python_file_path: str=f'{BUCKET_URI}/src/ingest_pipeline.py',\n", - " dataflow_temp_location: str=f'{BUCKET_URI}/temp_dataflow',\n", - " runner: str=RUNNER,\n", - " lr: float=0.01, \n", - " epochs: int=5,\n", - " batch_size: int=32,\n", - " base_train_dir: str=f'{BUCKET_URI}/training', \n", - " tb_log_dir: str=f'{BUCKET_URI}/tblogs',\n", - " deployment_image: str=\"us-docker.pkg.dev/cloud-aiplatform/prediction/tf2-cpu.2-8:latest\",\n", - " deployed_model_name: str='income_bracket_predictor',\n", - " endpoint_name: str='census_endpoint',\n", - " min_nodes: int=2,\n", - " max_nodes: int=4,\n", - " traffic_split: int=25,\n", - "):\n", - " from google_cloud_pipeline_components.v1.bigquery import (\n", - " BigqueryQueryJobOp)\n", - " from google_cloud_pipeline_components.v1.dataflow import \\\n", - " DataflowPythonJobOp\n", - " from google_cloud_pipeline_components.v1.wait_gcp_resources import \\\n", - " WaitGcpResourcesOp\n", - " \n", - " from google_cloud_pipeline_components.types import artifact_types\n", - " from google_cloud_pipeline_components.v1.batch_predict_job import \\\n", - " ModelBatchPredictOp\n", - " from google_cloud_pipeline_components.v1.model import ModelUploadOp\n", - " from kfp.dsl import importer_node\n", - " from google_cloud_pipeline_components.v1.endpoint import EndpointCreateOp, ModelDeployOp\n", - " \n", - " # create the dataset\n", - " bq_dataset_op = BigqueryQueryJobOp(\n", - " query=create_bq_dataset_query,\n", - " project=project,\n", - " location=region,\n", - " )\n", - "\n", - " # instantiate dataflow args\n", - " dataflow_args_train = build_dataflow_args(\n", - " job_name=f\"{job_name}train\",\n", - " url=train_data_url,\n", - " bq_dataset=bq_dataset,\n", - " bq_table=bq_train_table,\n", - " runner=runner,\n", - " bq_project=project,\n", - " subnet=dataflow_subnet\n", - " ).after(bq_dataset_op)\n", - " dataflow_args_eval = build_dataflow_args(\n", - " job_name=f\"{job_name}eval\",\n", - " url=eval_data_url,\n", - " bq_dataset=bq_dataset,\n", - " bq_table=bq_eval_table,\n", - " runner=runner,\n", - " bq_project=project,\n", - " subnet=dataflow_subnet\n", - " ).after(bq_dataset_op)\n", - "\n", - " # run dataflow job\n", - " dataflow_python_train_op = DataflowPythonJobOp(\n", - " python_module_path=python_file_path,\n", - " args=dataflow_args_train.output,\n", - " project=project,\n", - " location=region,\n", - " temp_location=f\"{dataflow_temp_location}/train\",\n", - " ).after(dataflow_args_train)\n", - " dataflow_python_eval_op = DataflowPythonJobOp(\n", - " python_module_path=python_file_path,\n", - " args=dataflow_args_eval.output,\n", - " project=project,\n", - " location=region,\n", - " temp_location=f\"{dataflow_temp_location}/eval\",\n", - " ).after(dataflow_args_eval)\n", - "\n", - " dataflow_wait_train_op = WaitGcpResourcesOp(\n", - " gcp_resources=dataflow_python_train_op.outputs[\"gcp_resources\"]\n", - " ).after(dataflow_python_train_op)\n", - " dataflow_wait_eval_op = WaitGcpResourcesOp(\n", - " gcp_resources=dataflow_python_eval_op.outputs[\"gcp_resources\"]\n", - " ).after(dataflow_python_eval_op)\n", - " \n", - " # create and train model\n", - " custom_training_task = custom_job_distributed_training_op(\n", - " lr=lr,\n", - " epochs=epochs,\n", - " project=project,\n", - " table=bq_train_table,\n", - " dataset=bq_dataset,\n", - " location=region,\n", - " base_output_directory=base_train_dir,\n", - " tb_log_dir=tb_log_dir,\n", - " batch_size=batch_size\n", - " ).after(dataflow_wait_train_op)\n", - " \n", - " custom_eval_task = custom_eval_model(\n", - " model_dir=model_dir,\n", - " project=project,\n", - " table=bq_eval_table,\n", - " dataset=bq_dataset,\n", - " tb_log_dir=tb_log_dir,\n", - " model=custom_training_task.outputs[\"model\"],\n", - " batch_size=batch_size,\n", - " )\n", - " custom_eval_task.after(custom_training_task)\n", - " custom_eval_task.after(dataflow_wait_eval_op)\n", - " with dsl.If(\n", - " custom_eval_task.outputs[\"dep_decision\"] == \"true\",\n", - " name=\"deploy_decision\",\n", - " ):\n", - " model_deploy_op = deploy_model(\n", - " serving_container_image_uri=deployment_image,\n", - " model_name=deployed_model_name,\n", - " endpoint_name=endpoint_name,\n", - " project_id=deployment_project,\n", - " region=region,\n", - " split=traffic_split,\n", - " model=custom_training_task.outputs['model'],\n", - " model_dir=model_dir,\n", - " min_nodes=min_nodes,\n", - " max_nodes=max_nodes,\n", - " encryption=encryption,\n", - " service_account=prod_service_account\n", - " ).after(custom_eval_task)\n", - " \n", - " monitroing_job = create_monitoring(\n", - " monitoring_name=monitoring_name,\n", - " project_id=deployment_project,\n", - " region=region,\n", - " endpoint=model_deploy_op.outputs['vertex_endpoint'],\n", - " bq_data_uri=f\"bq://{project}.{bq_dataset}.{bq_train_table}\",\n", - " bucket_name=bucket_name,\n", - " email=monitoring_email,\n", - " encryption=encryption,\n", - " service_account=service_account\n", - " ).after(model_deploy_op)\n", - " " - ] - }, - { - "cell_type": "code", - "execution_count": 26, - "id": "777fbce5-34fa-43e8-b1b8-0e95d6f20e3c", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "compiler.Compiler().compile(pipeline_func=pipeline, package_path=\"./common/vertex-ai-pipeline/pipeline_package.yaml\")" - ] - }, - { - "cell_type": "markdown", - "id": "d2899022-8116-4f8d-bff3-07550040f411", - "metadata": { - "tags": [] - }, - "source": [ - "# Pipeline run" - ] - }, - { - "cell_type": "markdown", - "id": "44012e12-9746-48a1-9161-ff9f843a7d90", - "metadata": { - "tags": [] - }, - "source": [ - "Finally to test the pipeline end to end, set the input arguments for each component accordingly.\n", - "Note that there are two service accounts supplied. One for the current project and one for the prod environment. The reason behind it the CI/CD design that runs the pipeline in one environment (non-prod) and deploys the model to prod." - ] - }, - { - "cell_type": "code", - "execution_count": 28, - "id": "78d133e2-a353-45bb-bd5d-f741f626e777", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Creating PipelineJob\n", - "PipelineJob created. Resource name: projects/659816794461/locations/us-central1/pipelineJobs/census-income-pipeline-20240315155933\n", - "To use this PipelineJob in another session:\n", - "pipeline_job = aiplatform.PipelineJob.get('projects/659816794461/locations/us-central1/pipelineJobs/census-income-pipeline-20240315155933')\n", - "View Pipeline Job:\n", - "https://console.cloud.google.com/vertex-ai/locations/us-central1/pipelines/runs/census-income-pipeline-20240315155933?project=659816794461\n", - "PipelineJob projects/659816794461/locations/us-central1/pipelineJobs/census-income-pipeline-20240315155933 current state:\n", - "PipelineState.PIPELINE_STATE_RUNNING\n", - "PipelineJob projects/659816794461/locations/us-central1/pipelineJobs/census-income-pipeline-20240315155933 current state:\n", - "PipelineState.PIPELINE_STATE_RUNNING\n", - "PipelineJob projects/659816794461/locations/us-central1/pipelineJobs/census-income-pipeline-20240315155933 current state:\n", - "PipelineState.PIPELINE_STATE_RUNNING\n", - "PipelineJob projects/659816794461/locations/us-central1/pipelineJobs/census-income-pipeline-20240315155933 current state:\n", - "PipelineState.PIPELINE_STATE_RUNNING\n", - "PipelineJob projects/659816794461/locations/us-central1/pipelineJobs/census-income-pipeline-20240315155933 current state:\n", - "PipelineState.PIPELINE_STATE_RUNNING\n", - "PipelineJob projects/659816794461/locations/us-central1/pipelineJobs/census-income-pipeline-20240315155933 current state:\n", - "PipelineState.PIPELINE_STATE_RUNNING\n", - "PipelineJob projects/659816794461/locations/us-central1/pipelineJobs/census-income-pipeline-20240315155933 current state:\n", - "PipelineState.PIPELINE_STATE_RUNNING\n", - "PipelineJob projects/659816794461/locations/us-central1/pipelineJobs/census-income-pipeline-20240315155933 current state:\n", - "PipelineState.PIPELINE_STATE_RUNNING\n", - "PipelineJob run completed. Resource name: projects/659816794461/locations/us-central1/pipelineJobs/census-income-pipeline-20240315155933\n" - ] - } - ], - "source": [ - "from datetime import datetime\n", - "timestamp = datetime.now().strftime(\"%d_%H_%M_%S\")\n", - "pipelineroot = f'{BUCKET_URI}/pipelineroot'\n", - "# In dev, these two service accounts are the same as the deployment environment is the same as where pipeline runs\n", - "service_account = \"659816794461-compute@developer.gserviceaccount.com\"\n", - "prod_service_account = \"659816794461-compute@developer.gserviceaccount.com\"\n", - "\n", - "data_config={\n", - " \"train_data_url\": TRAINING_URL,\n", - " \"eval_data_url\": EVAL_URL,\n", - " \"bq_dataset\": DATASET_ID,\n", - " \"bq_train_table\": TRAINING_TABLE_ID,\n", - " \"bq_eval_table\": EVAL_TABLE_ID,\n", - "}\n", - "\n", - "dataflow_config={\n", - " \"job_name\": JOB_NAME,\n", - " \"python_file_path\": f'{BUCKET_URI}/src/ingest_pipeline.py',\n", - " \"temp_location\": f'{BUCKET_URI}/temp_dataflow',\n", - " \"runner\": RUNNER,\n", - " \"subnet\": \"https://www.googleapis.com/compute/v1/projects/prj-d-shared-restricted-trxa/regions/us-central1/subnetworks/sb-d-shared-restricted-us-central1\"\n", - "}\n", - "\n", - "train_config={\n", - " 'lr': 0.01, \n", - " 'epochs': 5, \n", - " 'base_train_dir': f'{BUCKET_URI}/training', \n", - " 'tb_log_dir': f'{BUCKET_URI}/tblogs',\n", - "}\n", - "\n", - "deployment_config={\n", - " 'image': \"us-docker.pkg.dev/cloud-aiplatform/prediction/tf2-cpu.2-8:latest\",\n", - " 'model_name': \"income_bracket_predictor\",\n", - " 'endpoint_name': \"census_income_endpoint\",\n", - " 'min_nodes': 2,\n", - " 'max_nodes': 4,\n", - " 'deployment_project': PROJECT_ID,\n", - " # important to replace the envryption key here with the key in your own dev environment.\n", - " # format would be: projects/prj-d-kms-####/locations/us-central1/keyRings/sample-keyring/cryptoKeys/prj-d-bu3machine-learning\n", - " \"encryption\": 'projects/prj-d-kms-3yzc/locations/us-central1/keyRings/sample-keyring/cryptoKeys/prj-d-bu3machine-learning',\n", - " \"service_account\": service_account,\n", - " \"prod_service_account\": prod_service_account,\n", - "}\n", - "\n", - "monitoring_config={\n", - " 'email': 'majid.alikhani@badal.io', \n", - " 'name': 'census_monitoring' \n", - "}\n", - "\n", - "\n", - "\n", - "pipeline = aiplatform.PipelineJob(\n", - " display_name=f\"census_income_{timestamp}\",\n", - " template_path='./common/vertex-ai-pipeline/pipeline_package.yaml',\n", - " pipeline_root=pipelineroot,\n", - " # important to replace the envryption key here with the key in your own dev environment.\n", - " # format would be: projects/prj-d-kms-####/locations/us-central1/keyRings/sample-keyring/cryptoKeys/prj-d-bu3machine-learning\n", - " encryption_spec_key_name='projects/prj-d-kms-3yzc/locations/us-central1/keyRings/sample-keyring/cryptoKeys/prj-d-bu3machine-learning',\n", - " parameter_values={\n", - " \"create_bq_dataset_query\": create_bq_dataset_query,\n", - " \"bq_dataset\": data_config['bq_dataset'],\n", - " \"bq_train_table\": data_config['bq_train_table'],\n", - " \"bq_eval_table\": data_config['bq_eval_table'],\n", - " \"job_name\": dataflow_config['job_name'],\n", - " \"train_data_url\": data_config['train_data_url'],\n", - " \"eval_data_url\": data_config['eval_data_url'],\n", - " \"python_file_path\": dataflow_config['python_file_path'],\n", - " \"dataflow_temp_location\": dataflow_config['temp_location'],\n", - " \"runner\": dataflow_config['runner'],\n", - " \"dataflow_subnet\": dataflow_config['subnet'],\n", - " \"project\": PROJECT_ID,\n", - " \"region\": REGION,\n", - " \"model_dir\": f\"{BUCKET_URI}\",\n", - " \"bucket_name\": BUCKET_URI[5:],\n", - " \"epochs\": train_config['epochs'],\n", - " \"lr\": train_config['lr'],\n", - " \"base_train_dir\": train_config['base_train_dir'],\n", - " \"tb_log_dir\": train_config['tb_log_dir'],\n", - " \"deployment_image\": deployment_config['image'],\n", - " \"deployed_model_name\": deployment_config[\"model_name\"],\n", - " \"endpoint_name\": deployment_config[\"endpoint_name\"],\n", - " \"min_nodes\": deployment_config[\"min_nodes\"],\n", - " \"max_nodes\": deployment_config[\"max_nodes\"],\n", - " \"deployment_project\": deployment_config[\"deployment_project\"],\n", - " \"encryption\": deployment_config.get(\"encryption\"),\n", - " \"service_account\": deployment_config[\"service_account\"],\n", - " \"prod_service_account\": deployment_config[\"prod_service_account\"],\n", - " \"monitoring_name\": monitoring_config['name'],\n", - " \"monitoring_email\": monitoring_config['email'], \n", - " \n", - " },\n", - " enable_caching=False,\n", - ")\n", - "\n", - "\n", - "pipeline.run(service_account=service_account)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "a3b5cc0e-5577-4c9a-8d91-6cda3cc23049", - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "environment": { - "kernel": "conda-root-py", - "name": "workbench-notebooks.m118", - "type": "gcloud", - "uri": "us-docker.pkg.dev/deeplearning-platform-release/gcr.io/workbench-notebooks:m118" - }, - "kernelspec": { - "display_name": "Python 3 (ipykernel) (Local)", - "language": "python", - "name": "conda-root-py" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.13" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/vertexpipeline/cloudbuild.yaml b/vertexpipeline/cloudbuild.yaml deleted file mode 100644 index f2f7a620..00000000 --- a/vertexpipeline/cloudbuild.yaml +++ /dev/null @@ -1,45 +0,0 @@ -# Copyright 2024 Google LLC -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# https://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# -steps: - # upload dataflow src file to bucket - - name: 'gcr.io/cloud-builders/gsutil' - args: ['cp', '-r', './src', 'gs://bkt-n-ml-storage-akdv'] - - - name: 'gcr.io/cloud-builders/gsutil' - args: ['cp', '-r', './data', 'gs://bkt-n-ml-storage-akdv'] - - # compile pipeline - - name: 'us-central1-docker.pkg.dev/prj-c-bu3artifacts-5wdo/c-publish-artifacts/vertexpipeline:v2' - entrypoint: 'python' - args: ['compile_pipeline.py'] - id: 'compile_job' - - # run pipeline - - name: 'us-central1-docker.pkg.dev/prj-c-bu3artifacts-5wdo/c-publish-artifacts/vertexpipeline:v2' - entrypoint: 'python' - args: ['runpipeline.py'] - id: 'run_job' - waitFor: ['compile_job'] - - # # upload pipeline yaml to composer - # - name: 'gcr.io/cloud-builders/gsutil' - # args: ['cp', './common/vertex-ai-pipeline/pipeline_package.yaml', 'gs://us-central1-d-isolated-comp-8f58e4b5-bucket/dags/common/vertex-ai-pipeline/'] - # id: 'upload_composer_file' - - # # upload pipeline dag to composer - # - name: 'gcr.io/cloud-builders/gsutil' - # args: ['cp', './composer/dags/dag.py', 'gs://us-central1-d-isolated-comp-8f58e4b5-bucket/dags/'] - # id: 'upload dag' - diff --git a/vertexpipeline/common/vertex-ai-pipeline/pipeline_package.yaml b/vertexpipeline/common/vertex-ai-pipeline/pipeline_package.yaml deleted file mode 100644 index 4c972cff..00000000 --- a/vertexpipeline/common/vertex-ai-pipeline/pipeline_package.yaml +++ /dev/null @@ -1,1507 +0,0 @@ -# Copyright 2024 Google LLC -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# https://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# -# PIPELINE DEFINITION -# Name: census-income-pipeline -# Inputs: -# base_train_dir: str [Default: 'gs://bkt-d-vertexpipe-test-dev/training'] -# batch_size: int [Default: 32.0] -# bq_dataset: str [Default: 'census_dataset'] -# bq_eval_table: str [Default: 'census_eval_table'] -# bq_train_table: str [Default: 'census_train_table'] -# bucket_name: str -# create_bq_dataset_query: str -# dataflow_subnet: str -# dataflow_temp_location: str [Default: 'gs://bkt-d-vertexpipe-test-dev/temp_dataflow'] -# deployed_model_name: str [Default: 'income_bracket_predictor'] -# deployment_image: str [Default: 'us-docker.pkg.dev/cloud-aiplatform/prediction/tf2-cpu.2-8:latest'] -# deployment_project: str -# encryption: str -# endpoint_name: str [Default: 'census_endpoint'] -# epochs: int [Default: 5.0] -# eval_data_url: str [Default: 'gs://bkt-d-vertexpipe-test-dev/data/adult.test.csv'] -# job_name: str [Default: 'census-ingest'] -# lr: float [Default: 0.01] -# max_nodes: int [Default: 4.0] -# min_nodes: int [Default: 2.0] -# model_dir: str -# monitoring_email: str -# monitoring_name: str -# prod_service_account: str -# project: str -# python_file_path: str [Default: 'gs://bkt-d-vertexpipe-test-dev/src/ingest_pipeline.py'] -# region: str -# runner: str [Default: 'DataflowRunner'] -# service_account: str -# tb_log_dir: str [Default: 'gs://bkt-d-vertexpipe-test-dev/tblogs'] -# traffic_split: int [Default: 25.0] -# train_data_url: str [Default: 'gs://bkt-d-vertexpipe-test-dev/data/adult.data.csv'] -# Outputs: -# custom-eval-model-metrics: system.Metrics -components: - comp-bigquery-query-job: - executorLabel: exec-bigquery-query-job - inputDefinitions: - parameters: - encryption_spec_key_name: - defaultValue: '' - description: Describes the Cloud KMS encryption key that will be used to - protect destination BigQuery table. The BigQuery Service Account associated - with your project requires access to this encryption key. If encryption_spec_key_name - are both specified in here and in job_configuration_query, the value in - here will override the other one. - isOptional: true - parameterType: STRING - job_configuration_query: - defaultValue: {} - description: A json formatted string describing the rest of the job configuration. For - more details, see https://cloud.google.com/bigquery/docs/reference/rest/v2/Job#JobConfigurationQuery - isOptional: true - parameterType: STRUCT - labels: - defaultValue: {} - description: 'The labels associated with this job. You can use these to - organize and group your jobs. Label keys and values can be no longer than - 63 characters, can only containlowercase letters, numeric characters, - underscores and dashes. International characters are allowed. Label values - are optional. Label keys must start with a letter and each label in the - list must have a different key. - - Example: { "name": "wrench", "mass": "1.3kg", "count": "3" }.' - isOptional: true - parameterType: STRUCT - location: - defaultValue: us-central1 - description: Location for creating the BigQuery job. If not set, default - to `US` multi-region. For more details, see https://cloud.google.com/bigquery/docs/locations#specifying_your_location - isOptional: true - parameterType: STRING - project: - defaultValue: '{{$.pipeline_google_cloud_project_id}}' - description: Project to run the BigQuery query job. Defaults to the project - in which the PipelineJob is run. - isOptional: true - parameterType: STRING - query: - defaultValue: '' - description: SQL query text to execute. Only standard SQL is supported. If - query are both specified in here and in job_configuration_query, the value - in here will override the other one. - isOptional: true - parameterType: STRING - query_parameters: - defaultValue: [] - description: jobs.query parameters for standard SQL queries. If query_parameters - are both specified in here and in job_configuration_query, the value in - here will override the other one. - isOptional: true - parameterType: LIST - outputDefinitions: - artifacts: - destination_table: - artifactType: - schemaTitle: google.BQTable - schemaVersion: 0.0.1 - description: Describes the table where the query results should be stored. - This property must be set for large results that exceed the maximum response - size. For queries that produce anonymous (cached) results, this field - will be populated by BigQuery. - parameters: - gcp_resources: - description: Serialized gcp_resources proto tracking the BigQuery job. For - more details, see https://github.com/kubeflow/pipelines/blob/master/components/google-cloud/google_cloud_pipeline_components/proto/README.md. - parameterType: STRING - comp-build-dataflow-args: - executorLabel: exec-build-dataflow-args - inputDefinitions: - parameters: - bq_dataset: - parameterType: STRING - bq_project: - parameterType: STRING - bq_table: - parameterType: STRING - job_name: - parameterType: STRING - runner: - parameterType: STRING - subnet: - parameterType: STRING - url: - parameterType: STRING - outputDefinitions: - parameters: - Output: - parameterType: LIST - comp-build-dataflow-args-2: - executorLabel: exec-build-dataflow-args-2 - inputDefinitions: - parameters: - bq_dataset: - parameterType: STRING - bq_project: - parameterType: STRING - bq_table: - parameterType: STRING - job_name: - parameterType: STRING - runner: - parameterType: STRING - subnet: - parameterType: STRING - url: - parameterType: STRING - outputDefinitions: - parameters: - Output: - parameterType: LIST - comp-condition-1: - dag: - tasks: - create-monitoring: - cachingOptions: - enableCache: true - componentRef: - name: comp-create-monitoring - dependentTasks: - - deploy-model - inputs: - artifacts: - endpoint: - taskOutputArtifact: - outputArtifactKey: vertex_endpoint - producerTask: deploy-model - parameters: - bq_data_uri: - runtimeValue: - constant: bq://{{$.inputs.parameters['pipelinechannel--project']}}.{{$.inputs.parameters['pipelinechannel--bq_dataset']}}.{{$.inputs.parameters['pipelinechannel--bq_train_table']}} - bucket_name: - componentInputParameter: pipelinechannel--bucket_name - email: - componentInputParameter: pipelinechannel--monitoring_email - encryption: - componentInputParameter: pipelinechannel--encryption - monitoring_name: - componentInputParameter: pipelinechannel--monitoring_name - pipelinechannel--bq_dataset: - componentInputParameter: pipelinechannel--bq_dataset - pipelinechannel--bq_train_table: - componentInputParameter: pipelinechannel--bq_train_table - pipelinechannel--project: - componentInputParameter: pipelinechannel--project - project_id: - componentInputParameter: pipelinechannel--deployment_project - region: - componentInputParameter: pipelinechannel--region - service_account: - componentInputParameter: pipelinechannel--service_account - taskInfo: - name: create-monitoring - deploy-model: - cachingOptions: - enableCache: true - componentRef: - name: comp-deploy-model - inputs: - artifacts: - model: - componentInputArtifact: pipelinechannel--custom-train-model-model - parameters: - encryption: - componentInputParameter: pipelinechannel--encryption - endpoint_name: - componentInputParameter: pipelinechannel--endpoint_name - max_nodes: - componentInputParameter: pipelinechannel--max_nodes - min_nodes: - componentInputParameter: pipelinechannel--min_nodes - model_dir: - componentInputParameter: pipelinechannel--model_dir - model_name: - componentInputParameter: pipelinechannel--deployed_model_name - project_id: - componentInputParameter: pipelinechannel--deployment_project - region: - componentInputParameter: pipelinechannel--region - service_account: - componentInputParameter: pipelinechannel--prod_service_account - serving_container_image_uri: - componentInputParameter: pipelinechannel--deployment_image - split: - componentInputParameter: pipelinechannel--traffic_split - taskInfo: - name: deploy-model - inputDefinitions: - artifacts: - pipelinechannel--custom-train-model-model: - artifactType: - schemaTitle: system.Model - schemaVersion: 0.0.1 - parameters: - pipelinechannel--bq_dataset: - parameterType: STRING - pipelinechannel--bq_train_table: - parameterType: STRING - pipelinechannel--bucket_name: - parameterType: STRING - pipelinechannel--custom-eval-model-dep_decision: - parameterType: STRING - pipelinechannel--deployed_model_name: - parameterType: STRING - pipelinechannel--deployment_image: - parameterType: STRING - pipelinechannel--deployment_project: - parameterType: STRING - pipelinechannel--encryption: - parameterType: STRING - pipelinechannel--endpoint_name: - parameterType: STRING - pipelinechannel--max_nodes: - parameterType: NUMBER_INTEGER - pipelinechannel--min_nodes: - parameterType: NUMBER_INTEGER - pipelinechannel--model_dir: - parameterType: STRING - pipelinechannel--monitoring_email: - parameterType: STRING - pipelinechannel--monitoring_name: - parameterType: STRING - pipelinechannel--prod_service_account: - parameterType: STRING - pipelinechannel--project: - parameterType: STRING - pipelinechannel--region: - parameterType: STRING - pipelinechannel--service_account: - parameterType: STRING - pipelinechannel--traffic_split: - parameterType: NUMBER_INTEGER - comp-create-monitoring: - executorLabel: exec-create-monitoring - inputDefinitions: - artifacts: - endpoint: - artifactType: - schemaTitle: system.Model - schemaVersion: 0.0.1 - parameters: - bq_data_uri: - parameterType: STRING - bucket_name: - parameterType: STRING - email: - parameterType: STRING - encryption: - parameterType: STRING - monitoring_name: - parameterType: STRING - project_id: - parameterType: STRING - region: - parameterType: STRING - service_account: - parameterType: STRING - comp-custom-eval-model: - executorLabel: exec-custom-eval-model - inputDefinitions: - artifacts: - model: - artifactType: - schemaTitle: system.Model - schemaVersion: 0.0.1 - parameters: - batch_size: - defaultValue: 32.0 - isOptional: true - parameterType: NUMBER_INTEGER - dataset: - parameterType: STRING - model_dir: - parameterType: STRING - project: - parameterType: STRING - table: - parameterType: STRING - tb_log_dir: - parameterType: STRING - outputDefinitions: - artifacts: - metrics: - artifactType: - schemaTitle: system.Metrics - schemaVersion: 0.0.1 - parameters: - dep_decision: - parameterType: STRING - comp-custom-train-model: - executorLabel: exec-custom-train-model - inputDefinitions: - parameters: - base_output_directory: - defaultValue: '' - isOptional: true - parameterType: STRING - batch_size: - defaultValue: 32.0 - isOptional: true - parameterType: NUMBER_INTEGER - dataset: - parameterType: STRING - display_name: - defaultValue: custom-train-model - isOptional: true - parameterType: STRING - enable_web_access: - defaultValue: false - isOptional: true - parameterType: BOOLEAN - encryption_spec_key_name: - defaultValue: '' - isOptional: true - parameterType: STRING - epochs: - defaultValue: 5.0 - isOptional: true - parameterType: NUMBER_INTEGER - labels: - defaultValue: {} - isOptional: true - parameterType: STRUCT - location: - defaultValue: us-central1 - isOptional: true - parameterType: STRING - lr: - defaultValue: 0.01 - isOptional: true - parameterType: NUMBER_DOUBLE - network: - defaultValue: '' - isOptional: true - parameterType: STRING - project: - parameterType: STRING - reserved_ip_ranges: - defaultValue: [] - isOptional: true - parameterType: LIST - restart_job_on_worker_restart: - defaultValue: false - isOptional: true - parameterType: BOOLEAN - service_account: - defaultValue: '' - isOptional: true - parameterType: STRING - table: - parameterType: STRING - tb_log_dir: - parameterType: STRING - tensorboard: - defaultValue: '' - isOptional: true - parameterType: STRING - timeout: - defaultValue: 604800s - isOptional: true - parameterType: STRING - worker_pool_specs: - defaultValue: - - container_spec: - args: - - --executor_input - - '{{$.json_escape[1]}}' - - --function_to_execute - - custom_train_model - command: - - sh - - -c - - "\nif ! [ -x \"$(command -v pip)\" ]; then\n python3 -m ensurepip\ - \ || python3 -m ensurepip --user || apt-get install python3-pip\n\ - fi\n\nPIP_DISABLE_PIP_VERSION_CHECK=1 python3 -m pip install --quiet\ - \ --no-warn-script-location 'kfp==2.7.0' '--no-deps' 'typing-extensions>=3.7.4,<5;\ - \ python_version<\"3.9\"' && \"$0\" \"$@\"\n" - - sh - - -ec - - 'program_path=$(mktemp -d) - - - printf "%s" "$0" > "$program_path/ephemeral_component.py" - - _KFP_RUNTIME=true python3 -m kfp.dsl.executor_main --component_module_path "$program_path/ephemeral_component.py" "$@" - - ' - - "\nimport kfp\nfrom kfp import dsl\nfrom kfp.dsl import *\nfrom typing\ - \ import *\n\ndef custom_train_model(\n project: str,\n table:\ - \ str,\n dataset: str,\n tb_log_dir: str,\n model: Output[Model],\n\ - \ epochs: int = 5,\n batch_size: int = 32,\n lr: float =\ - \ 0.01, # not used here but can be passed to an optimizer\n):\n\n\ - \ from tensorflow.python.framework import ops\n from tensorflow.python.framework\ - \ import dtypes\n from tensorflow_io.bigquery import BigQueryClient\n\ - \ from tensorflow_io.bigquery import BigQueryReadSession\n from\ - \ tensorflow import feature_column\n from google.cloud import bigquery\n\ - \n import tensorflow as tf\n CSV_SCHEMA = [\n bigquery.SchemaField(\"\ - age\", \"FLOAT64\"),\n bigquery.SchemaField(\"workclass\", \"\ - STRING\"),\n bigquery.SchemaField(\"fnlwgt\", \"FLOAT64\"),\n\ - \ bigquery.SchemaField(\"education\", \"STRING\"),\n bigquery.SchemaField(\"\ - education_num\", \"FLOAT64\"),\n bigquery.SchemaField(\"marital_status\"\ - , \"STRING\"),\n bigquery.SchemaField(\"occupation\", \"STRING\"\ - ),\n bigquery.SchemaField(\"relationship\", \"STRING\"),\n \ - \ bigquery.SchemaField(\"race\", \"STRING\"),\n bigquery.SchemaField(\"\ - gender\", \"STRING\"),\n bigquery.SchemaField(\"capital_gain\"\ - , \"FLOAT64\"),\n bigquery.SchemaField(\"capital_loss\", \"FLOAT64\"\ - ),\n bigquery.SchemaField(\"hours_per_week\", \"FLOAT64\"),\n\ - \ bigquery.SchemaField(\"native_country\", \"STRING\"),\n \ - \ bigquery.SchemaField(\"income_bracket\", \"STRING\"),\n ]\n\n\ - \ UNUSED_COLUMNS = [\"fnlwgt\", \"education_num\"]\n def transform_row(row_dict):\n\ - \ # Trim all string tensors\n trimmed_dict = { column:\n\ - \ (tf.strings.strip(tensor) if tensor.dtype ==\ - \ 'string' else tensor) \n for (column,tensor)\ - \ in row_dict.items()\n }\n # Extract\ - \ feature column\n income_bracket = trimmed_dict.pop('income_bracket')\n\ - \ # Convert feature column to 0.0/1.0\n income_bracket_float\ - \ = tf.cond(tf.equal(tf.strings.strip(income_bracket), '>50K'), \n\ - \ lambda: tf.constant(1.0), \n \ - \ lambda: tf.constant(0.0))\n return (trimmed_dict, income_bracket_float)\n\ - \n def read_bigquery(table_name, dataset=dataset):\n tensorflow_io_bigquery_client\ - \ = BigQueryClient()\n read_session = tensorflow_io_bigquery_client.read_session(\n\ - \ \"projects/\" + project,\n project, table, dataset,\n\ - \ list(field.name for field in CSV_SCHEMA \n \ - \ if not field.name in UNUSED_COLUMNS),\n list(dtypes.double\ - \ if field.field_type == 'FLOAT64' \n else dtypes.string\ - \ for field in CSV_SCHEMA\n if not field.name in UNUSED_COLUMNS),\n\ - \ requested_streams=2)\n\n dataset = read_session.parallel_read_rows()\n\ - \ transformed_ds = dataset.map(transform_row)\n return\ - \ transformed_ds\n\n training_ds = read_bigquery(table).shuffle(10000).batch(batch_size)\n\ - \n\n\n feature_columns = []\n def get_categorical_feature_values(column):\n\ - \ query = 'SELECT DISTINCT TRIM({}) FROM `{}`.{}.{}'.format(column,\ - \ project, dataset, table)\n client = bigquery.Client(project=project)\n\ - \ dataset_ref = client.dataset(dataset)\n job_config\ - \ = bigquery.QueryJobConfig()\n query_job = client.query(query,\ - \ job_config=job_config)\n result = query_job.to_dataframe()\n\ - \ return result.values[:,0]\n\n # numeric cols\n for\ - \ header in ['capital_gain', 'capital_loss', 'hours_per_week']:\n\ - \ feature_columns.append(feature_column.numeric_column(header))\n\ - \n # categorical cols\n for header in ['workclass', 'marital_status',\ - \ 'occupation', 'relationship',\n 'race', 'native_country',\ - \ 'education']:\n categorical_feature = feature_column.categorical_column_with_vocabulary_list(\n\ - \ header, get_categorical_feature_values(header))\n \ - \ categorical_feature_one_hot = feature_column.indicator_column(categorical_feature)\n\ - \ feature_columns.append(categorical_feature_one_hot)\n\n \ - \ # bucketized cols\n age = feature_column.numeric_column('age')\n\ - \ age_buckets = feature_column.bucketized_column(age, boundaries=[18,\ - \ 25, 30, 35, 40, 45, 50, 55, 60, 65])\n feature_columns.append(age_buckets)\n\ - \n feature_layer = tf.keras.layers.DenseFeatures(feature_columns)\n\ - \n\n Dense = tf.keras.layers.Dense\n keras_model = tf.keras.Sequential(\n\ - \ [\n feature_layer,\n Dense(100, activation=tf.nn.relu,\ - \ kernel_initializer='uniform'),\n Dense(75, activation=tf.nn.relu),\n\ - \ Dense(50, activation=tf.nn.relu),\n Dense(25,\ - \ activation=tf.nn.relu),\n Dense(1, activation=tf.nn.sigmoid)\n\ - \ ])\n\n tensorboard = tf.keras.callbacks.TensorBoard(log_dir=tb_log_dir)\n\ - \ # Compile Keras model\n keras_model.compile(loss='binary_crossentropy',\ - \ metrics=['accuracy'])\n keras_model.fit(training_ds, epochs=epochs,\ - \ callbacks=[tensorboard])\n keras_model.save(model.path)\n\n" - env: [] - image_uri: us-central1-docker.pkg.dev/prj-c-bu3artifacts-5wdo/c-publish-artifacts/vertexpipeline:v2 - disk_spec: - boot_disk_size_gb: 100.0 - boot_disk_type: pd-ssd - machine_spec: - machine_type: n1-standard-4 - replica_count: 1.0 - isOptional: true - parameterType: LIST - outputDefinitions: - artifacts: - model: - artifactType: - schemaTitle: system.Model - schemaVersion: 0.0.1 - parameters: - gcp_resources: - parameterType: STRING - comp-dataflow-python: - executorLabel: exec-dataflow-python - inputDefinitions: - parameters: - args: - defaultValue: [] - description: The list of args to pass to the Python file. Can include additional - parameters for the Dataflow Runner. - isOptional: true - parameterType: LIST - location: - defaultValue: us-central1 - description: Location of the Dataflow job. If not set, defaults to `'us-central1'`. - isOptional: true - parameterType: STRING - project: - defaultValue: '{{$.pipeline_google_cloud_project_id}}' - description: Project to create the Dataflow job. Defaults to the project - in which the PipelineJob is run. - isOptional: true - parameterType: STRING - python_module_path: - description: The GCS path to the Python file to run. - parameterType: STRING - requirements_file_path: - defaultValue: '' - description: The GCS path to the pip requirements file. - isOptional: true - parameterType: STRING - temp_location: - description: A GCS path for Dataflow to stage temporary job files created - during the execution of the pipeline. - parameterType: STRING - outputDefinitions: - parameters: - gcp_resources: - description: Serialized gcp_resources proto tracking the Dataflow job. For - more details, see https://github.com/kubeflow/pipelines/blob/master/components/google-cloud/google_cloud_pipeline_components/proto/README.md. - parameterType: STRING - comp-dataflow-python-2: - executorLabel: exec-dataflow-python-2 - inputDefinitions: - parameters: - args: - defaultValue: [] - description: The list of args to pass to the Python file. Can include additional - parameters for the Dataflow Runner. - isOptional: true - parameterType: LIST - location: - defaultValue: us-central1 - description: Location of the Dataflow job. If not set, defaults to `'us-central1'`. - isOptional: true - parameterType: STRING - project: - defaultValue: '{{$.pipeline_google_cloud_project_id}}' - description: Project to create the Dataflow job. Defaults to the project - in which the PipelineJob is run. - isOptional: true - parameterType: STRING - python_module_path: - description: The GCS path to the Python file to run. - parameterType: STRING - requirements_file_path: - defaultValue: '' - description: The GCS path to the pip requirements file. - isOptional: true - parameterType: STRING - temp_location: - description: A GCS path for Dataflow to stage temporary job files created - during the execution of the pipeline. - parameterType: STRING - outputDefinitions: - parameters: - gcp_resources: - description: Serialized gcp_resources proto tracking the Dataflow job. For - more details, see https://github.com/kubeflow/pipelines/blob/master/components/google-cloud/google_cloud_pipeline_components/proto/README.md. - parameterType: STRING - comp-deploy-model: - executorLabel: exec-deploy-model - inputDefinitions: - artifacts: - model: - artifactType: - schemaTitle: system.Model - schemaVersion: 0.0.1 - parameters: - encryption: - parameterType: STRING - endpoint_name: - parameterType: STRING - max_nodes: - parameterType: NUMBER_INTEGER - min_nodes: - parameterType: NUMBER_INTEGER - model_dir: - parameterType: STRING - model_name: - parameterType: STRING - project_id: - parameterType: STRING - region: - parameterType: STRING - service_account: - parameterType: STRING - serving_container_image_uri: - parameterType: STRING - split: - parameterType: NUMBER_INTEGER - outputDefinitions: - artifacts: - vertex_endpoint: - artifactType: - schemaTitle: system.Model - schemaVersion: 0.0.1 - vertex_model: - artifactType: - schemaTitle: system.Model - schemaVersion: 0.0.1 - comp-wait-gcp-resources: - executorLabel: exec-wait-gcp-resources - inputDefinitions: - parameters: - gcp_resources: - parameterType: STRING - outputDefinitions: - parameters: - gcp_resources: - parameterType: STRING - comp-wait-gcp-resources-2: - executorLabel: exec-wait-gcp-resources-2 - inputDefinitions: - parameters: - gcp_resources: - parameterType: STRING - outputDefinitions: - parameters: - gcp_resources: - parameterType: STRING -deploymentSpec: - executors: - exec-bigquery-query-job: - container: - args: - - --type - - BigqueryQueryJob - - --project - - '{{$.inputs.parameters[''project'']}}' - - --location - - '{{$.inputs.parameters[''location'']}}' - - --payload - - '{"Concat": ["{", "\"configuration\": {", "\"query\": ", "{{$.inputs.parameters[''job_configuration_query'']}}", - ", \"labels\": ", "{{$.inputs.parameters[''labels'']}}", "}", "}"]}' - - --job_configuration_query_override - - '{"Concat": ["{", "\"query\": \"", "{{$.inputs.parameters[''query'']}}", - "\"", ", \"query_parameters\": ", "{{$.inputs.parameters[''query_parameters'']}}", - ", \"destination_encryption_configuration\": {", "\"kmsKeyName\": \"", "{{$.inputs.parameters[''encryption_spec_key_name'']}}", - "\"}", "}"]}' - - --gcp_resources - - '{{$.outputs.parameters[''gcp_resources''].output_file}}' - - --executor_input - - '{{$}}' - command: - - python3 - - -u - - -m - - google_cloud_pipeline_components.container.v1.bigquery.query_job.launcher - image: gcr.io/ml-pipeline/google-cloud-pipeline-components:2.10.0 - exec-build-dataflow-args: - container: - args: - - --executor_input - - '{{$}}' - - --function_to_execute - - build_dataflow_args - command: - - sh - - -c - - "\nif ! [ -x \"$(command -v pip)\" ]; then\n python3 -m ensurepip ||\ - \ python3 -m ensurepip --user || apt-get install python3-pip\nfi\n\nPIP_DISABLE_PIP_VERSION_CHECK=1\ - \ python3 -m pip install --quiet --no-warn-script-location 'kfp==2.7.0'\ - \ '--no-deps' 'typing-extensions>=3.7.4,<5; python_version<\"3.9\"' && \"\ - $0\" \"$@\"\n" - - sh - - -ec - - 'program_path=$(mktemp -d) - - - printf "%s" "$0" > "$program_path/ephemeral_component.py" - - _KFP_RUNTIME=true python3 -m kfp.dsl.executor_main --component_module_path "$program_path/ephemeral_component.py" "$@" - - ' - - "\nimport kfp\nfrom kfp import dsl\nfrom kfp.dsl import *\nfrom typing import\ - \ *\n\ndef build_dataflow_args(\n bq_dataset: str,\n url: str,\n \ - \ bq_table: str,\n job_name: str,\n runner: str,\n bq_project:\ - \ str,\n subnet: str,\n) -> list:\n return [\n \"--job_name\"\ - ,\n job_name,\n \"--runner\",\n runner,\n \"\ - --url\",\n url,\n \"--bq-dataset\",\n bq_dataset,\n\ - \ \"--bq-table\",\n bq_table,\n \"--bq-project\",\n\ - \ bq_project,\n \"--subnetwork\",\n subnet,\n \ - \ \"--no_use_public_ips\",\n \"--worker_zone\",\n \"us-central1-c\"\ - ,\n ]\n\n" - image: us-central1-docker.pkg.dev/prj-c-bu3artifacts-5wdo/c-publish-artifacts/vertexpipeline:v2 - exec-build-dataflow-args-2: - container: - args: - - --executor_input - - '{{$}}' - - --function_to_execute - - build_dataflow_args - command: - - sh - - -c - - "\nif ! [ -x \"$(command -v pip)\" ]; then\n python3 -m ensurepip ||\ - \ python3 -m ensurepip --user || apt-get install python3-pip\nfi\n\nPIP_DISABLE_PIP_VERSION_CHECK=1\ - \ python3 -m pip install --quiet --no-warn-script-location 'kfp==2.7.0'\ - \ '--no-deps' 'typing-extensions>=3.7.4,<5; python_version<\"3.9\"' && \"\ - $0\" \"$@\"\n" - - sh - - -ec - - 'program_path=$(mktemp -d) - - - printf "%s" "$0" > "$program_path/ephemeral_component.py" - - _KFP_RUNTIME=true python3 -m kfp.dsl.executor_main --component_module_path "$program_path/ephemeral_component.py" "$@" - - ' - - "\nimport kfp\nfrom kfp import dsl\nfrom kfp.dsl import *\nfrom typing import\ - \ *\n\ndef build_dataflow_args(\n bq_dataset: str,\n url: str,\n \ - \ bq_table: str,\n job_name: str,\n runner: str,\n bq_project:\ - \ str,\n subnet: str,\n) -> list:\n return [\n \"--job_name\"\ - ,\n job_name,\n \"--runner\",\n runner,\n \"\ - --url\",\n url,\n \"--bq-dataset\",\n bq_dataset,\n\ - \ \"--bq-table\",\n bq_table,\n \"--bq-project\",\n\ - \ bq_project,\n \"--subnetwork\",\n subnet,\n \ - \ \"--no_use_public_ips\",\n \"--worker_zone\",\n \"us-central1-c\"\ - ,\n ]\n\n" - image: us-central1-docker.pkg.dev/prj-c-bu3artifacts-5wdo/c-publish-artifacts/vertexpipeline:v2 - exec-create-monitoring: - container: - args: - - --executor_input - - '{{$}}' - - --function_to_execute - - create_monitoring - command: - - sh - - -c - - "\nif ! [ -x \"$(command -v pip)\" ]; then\n python3 -m ensurepip ||\ - \ python3 -m ensurepip --user || apt-get install python3-pip\nfi\n\nPIP_DISABLE_PIP_VERSION_CHECK=1\ - \ python3 -m pip install --quiet --no-warn-script-location 'kfp==2.7.0'\ - \ '--no-deps' 'typing-extensions>=3.7.4,<5; python_version<\"3.9\"' && \"\ - $0\" \"$@\"\n" - - sh - - -ec - - 'program_path=$(mktemp -d) - - - printf "%s" "$0" > "$program_path/ephemeral_component.py" - - _KFP_RUNTIME=true python3 -m kfp.dsl.executor_main --component_module_path "$program_path/ephemeral_component.py" "$@" - - ' - - "\nimport kfp\nfrom kfp import dsl\nfrom kfp.dsl import *\nfrom typing import\ - \ *\n\ndef create_monitoring(\n monitoring_name: str,\n project_id:\ - \ str,\n region: str,\n endpoint: Input[Model],\n bq_data_uri:\ - \ str,\n bucket_name: str,\n email: str,\n encryption: str,\n \ - \ service_account: str,\n):\n from google.cloud.aiplatform import model_monitoring\n\ - \ from google.cloud import aiplatform\n from google.cloud import bigquery\n\ - \ from google.cloud import storage\n from collections import OrderedDict\n\ - \ import time\n import yaml\n def ordered_dict_representer(self,\ - \ value): # can be a lambda if that's what you prefer\n return self.represent_mapping('tag:yaml.org,2002:map',\ - \ value.items())\n yaml.add_representer(OrderedDict, ordered_dict_representer)\n\ - \n aiplatform.init(service_account=service_account)\n list_monitors\ - \ = aiplatform.ModelDeploymentMonitoringJob.list(filter=f'(state=\"JOB_STATE_SUCCEEDED\"\ - \ OR state=\"JOB_STATE_RUNNING\") AND display_name=\"{monitoring_name}\"\ - ', project=project_id)\n if len(list_monitors) == 0:\n alerting_config\ - \ = model_monitoring.EmailAlertConfig(\n user_emails=[email],\ - \ enable_logging=True\n )\n # schedule config\n MONITOR_INTERVAL\ - \ = 1\n schedule_config = model_monitoring.ScheduleConfig(monitor_interval=MONITOR_INTERVAL)\n\ - \ # sampling strategy\n SAMPLE_RATE = 0.5 \n logging_sampling_strategy\ - \ = model_monitoring.RandomSampleConfig(sample_rate=SAMPLE_RATE)\n \ - \ # drift config\n DRIFT_THRESHOLD_VALUE = 0.05\n DRIFT_THRESHOLDS\ - \ = {\n \"capital_gain\": DRIFT_THRESHOLD_VALUE,\n \ - \ \"capital_loss\": DRIFT_THRESHOLD_VALUE,\n }\n drift_config\ - \ = model_monitoring.DriftDetectionConfig(drift_thresholds=DRIFT_THRESHOLDS)\n\ - \ # Skew config\n DATASET_BQ_URI = bq_data_uri\n TARGET\ - \ = \"income_bracket\"\n SKEW_THRESHOLD_VALUE = 0.5\n SKEW_THRESHOLDS\ - \ = {\n \"capital_gain\": SKEW_THRESHOLD_VALUE,\n \ - \ \"capital_loss\": SKEW_THRESHOLD_VALUE,\n }\n skew_config\ - \ = model_monitoring.SkewDetectionConfig(\n data_source=DATASET_BQ_URI,\ - \ skew_thresholds=SKEW_THRESHOLDS, target_field=TARGET\n )\n \ - \ # objective config out of skew and drift configs\n objective_config\ - \ = model_monitoring.ObjectiveConfig(\n skew_detection_config=skew_config,\n\ - \ drift_detection_config=drift_config,\n explanation_config=None,\n\ - \ )\n\n bqclient = bigquery.Client()\n table = bigquery.TableReference.from_string(DATASET_BQ_URI[5:])\n\ - \ bq_table = bqclient.get_table(table)\n schema = bq_table.schema\n\ - \ schemayaml = OrderedDict({\n \"type\": \"object\",\n\ - \ \"properties\": {},\n \"required\": []\n \ - \ })\n for feature in schema:\n if feature.name in [\"\ - income_bracket\"]:\n continue\n if feature.field_type\ - \ == \"STRING\":\n f_type = \"string\"\n else:\n\ - \ f_type = \"number\"\n schemayaml['properties'][feature.name]\ - \ = {\"type\": f_type}\n if feature.name not in [\"fnlwgt\",\ - \ \"education_num\"]:\n schemayaml['required'].append(feature.name)\n\ - \n with open(\"monitoring_schema.yaml\", \"w\") as yaml_file:\n \ - \ yaml.dump(schemayaml, yaml_file, default_flow_style=False)\n\ - \ storage_client = storage.Client()\n bucket = storage_client.bucket(bucket_name)\n\ - \ blob = bucket.blob(\"monitoring_schema.yaml\")\n blob.upload_from_filename(\"\ - monitoring_schema.yaml\")\n\n monitoring_job = aiplatform.ModelDeploymentMonitoringJob.create(\n\ - \ display_name=monitoring_name,\n project=project_id,\n\ - \ location=region,\n endpoint=endpoint.metadata['resourceName'],\n\ - \ logging_sampling_strategy=logging_sampling_strategy,\n \ - \ schedule_config=schedule_config,\n alert_config=alerting_config,\n\ - \ objective_configs=objective_config,\n analysis_instance_schema_uri=f\"\ - gs://{bucket_name}/monitoring_schema.yaml\",\n encryption_spec_key_name=encryption,\n\ - \ )\n\n" - image: us-central1-docker.pkg.dev/prj-c-bu3artifacts-5wdo/c-publish-artifacts/vertexpipeline:v2 - exec-custom-eval-model: - container: - args: - - --executor_input - - '{{$}}' - - --function_to_execute - - custom_eval_model - command: - - sh - - -c - - "\nif ! [ -x \"$(command -v pip)\" ]; then\n python3 -m ensurepip ||\ - \ python3 -m ensurepip --user || apt-get install python3-pip\nfi\n\nPIP_DISABLE_PIP_VERSION_CHECK=1\ - \ python3 -m pip install --quiet --no-warn-script-location 'kfp==2.7.0'\ - \ '--no-deps' 'typing-extensions>=3.7.4,<5; python_version<\"3.9\"' && \"\ - $0\" \"$@\"\n" - - sh - - -ec - - 'program_path=$(mktemp -d) - - - printf "%s" "$0" > "$program_path/ephemeral_component.py" - - _KFP_RUNTIME=true python3 -m kfp.dsl.executor_main --component_module_path "$program_path/ephemeral_component.py" "$@" - - ' - - "\nimport kfp\nfrom kfp import dsl\nfrom kfp.dsl import *\nfrom typing import\ - \ *\n\ndef custom_eval_model(\n model_dir: str,\n project: str,\n\ - \ table: str,\n dataset: str,\n tb_log_dir: str,\n model: Input[Model],\n\ - \ metrics: Output[Metrics],\n batch_size: int = 32,\n)-> NamedTuple(\"\ - Outputs\", [(\"dep_decision\", str)]):\n from tensorflow.python.framework\ - \ import ops\n from tensorflow.python.framework import dtypes\n from\ - \ tensorflow_io.bigquery import BigQueryClient\n from tensorflow_io.bigquery\ - \ import BigQueryReadSession\n from tensorflow import feature_column\n\ - \ from google.cloud import bigquery\n\n\n import tensorflow as tf\n\ - \ CSV_SCHEMA = [\n bigquery.SchemaField(\"age\", \"FLOAT64\"),\n\ - \ bigquery.SchemaField(\"workclass\", \"STRING\"),\n bigquery.SchemaField(\"\ - fnlwgt\", \"FLOAT64\"),\n bigquery.SchemaField(\"education\", \"STRING\"\ - ),\n bigquery.SchemaField(\"education_num\", \"FLOAT64\"),\n bigquery.SchemaField(\"\ - marital_status\", \"STRING\"),\n bigquery.SchemaField(\"occupation\"\ - , \"STRING\"),\n bigquery.SchemaField(\"relationship\", \"STRING\"\ - ),\n bigquery.SchemaField(\"race\", \"STRING\"),\n bigquery.SchemaField(\"\ - gender\", \"STRING\"),\n bigquery.SchemaField(\"capital_gain\", \"\ - FLOAT64\"),\n bigquery.SchemaField(\"capital_loss\", \"FLOAT64\"),\n\ - \ bigquery.SchemaField(\"hours_per_week\", \"FLOAT64\"),\n bigquery.SchemaField(\"\ - native_country\", \"STRING\"),\n bigquery.SchemaField(\"income_bracket\"\ - , \"STRING\"),\n ]\n\n UNUSED_COLUMNS = [\"fnlwgt\", \"education_num\"\ - ]\n def transform_row(row_dict):\n # Trim all string tensors\n\ - \ trimmed_dict = { column:\n (tf.strings.strip(tensor)\ - \ if tensor.dtype == 'string' else tensor) \n for (column,tensor)\ - \ in row_dict.items()\n }\n # Extract feature\ - \ column\n income_bracket = trimmed_dict.pop('income_bracket')\n\ - \ # Convert feature column to 0.0/1.0\n income_bracket_float\ - \ = tf.cond(tf.equal(tf.strings.strip(income_bracket), '>50K'), \n \ - \ lambda: tf.constant(1.0), \n lambda:\ - \ tf.constant(0.0))\n return (trimmed_dict, income_bracket_float)\n\ - \n def read_bigquery(table_name, dataset=dataset):\n tensorflow_io_bigquery_client\ - \ = BigQueryClient()\n read_session = tensorflow_io_bigquery_client.read_session(\n\ - \ \"projects/\" + project,\n project, table, dataset,\n\ - \ list(field.name for field in CSV_SCHEMA \n if not\ - \ field.name in UNUSED_COLUMNS),\n list(dtypes.double if field.field_type\ - \ == 'FLOAT64' \n else dtypes.string for field in CSV_SCHEMA\n\ - \ if not field.name in UNUSED_COLUMNS),\n requested_streams=2)\n\ - \n dataset = read_session.parallel_read_rows()\n transformed_ds\ - \ = dataset.map(transform_row)\n return transformed_ds\n\n eval_ds\ - \ = read_bigquery(table).batch(batch_size)\n keras_model = tf.keras.models.load_model(model.path)\n\ - \ tensorboard = tf.keras.callbacks.TensorBoard(log_dir=tb_log_dir)\n\ - \ loss, accuracy = keras_model.evaluate(eval_ds, callbacks=[tensorboard])\n\ - \ metrics.log_metric(\"accuracy\", accuracy)\n # Deploy the model\ - \ only if its accuracy is higher than 80 percent\n if accuracy > 0.8:\n\ - \ dep_decision = \"true\"\n keras_model.save(model_dir)\n\ - \ else:\n dep_decision = \"false\"\n return (dep_decision,)\n\ - \n" - image: us-central1-docker.pkg.dev/prj-c-bu3artifacts-5wdo/c-publish-artifacts/vertexpipeline:v2 - exec-custom-train-model: - container: - args: - - --type - - CustomJob - - --payload - - '{"display_name": "{{$.inputs.parameters[''display_name'']}}", "job_spec": - {"worker_pool_specs": {{$.inputs.parameters[''worker_pool_specs'']}}, "scheduling": - {"timeout": "{{$.inputs.parameters[''timeout'']}}", "restart_job_on_worker_restart": - {{$.inputs.parameters[''restart_job_on_worker_restart'']}}}, "service_account": - "{{$.inputs.parameters[''service_account'']}}", "tensorboard": "{{$.inputs.parameters[''tensorboard'']}}", - "enable_web_access": {{$.inputs.parameters[''enable_web_access'']}}, "network": - "{{$.inputs.parameters[''network'']}}", "reserved_ip_ranges": {{$.inputs.parameters[''reserved_ip_ranges'']}}, - "base_output_directory": {"output_uri_prefix": "{{$.inputs.parameters[''base_output_directory'']}}"}}, - "labels": {{$.inputs.parameters[''labels'']}}, "encryption_spec": {"kms_key_name": - "{{$.inputs.parameters[''encryption_spec_key_name'']}}"}}' - - --project - - '{{$.inputs.parameters[''project'']}}' - - --location - - '{{$.inputs.parameters[''location'']}}' - - --gcp_resources - - '{{$.outputs.parameters[''gcp_resources''].output_file}}' - command: - - python3 - - -u - - -m - - google_cloud_pipeline_components.container.v1.custom_job.launcher - image: gcr.io/ml-pipeline/google-cloud-pipeline-components:2.10.0 - exec-dataflow-python: - container: - args: - - --project - - '{{$.inputs.parameters[''project'']}}' - - --location - - '{{$.inputs.parameters[''location'']}}' - - --python_module_path - - '{{$.inputs.parameters[''python_module_path'']}}' - - --temp_location - - '{{$.inputs.parameters[''temp_location'']}}' - - --requirements_file_path - - '{{$.inputs.parameters[''requirements_file_path'']}}' - - --args - - '{{$.inputs.parameters[''args'']}}' - - --gcp_resources - - '{{$.outputs.parameters[''gcp_resources''].output_file}}' - command: - - python3 - - -u - - -m - - google_cloud_pipeline_components.container.v1.dataflow.dataflow_launcher - image: gcr.io/ml-pipeline/google-cloud-pipeline-components:2.10.0 - exec-dataflow-python-2: - container: - args: - - --project - - '{{$.inputs.parameters[''project'']}}' - - --location - - '{{$.inputs.parameters[''location'']}}' - - --python_module_path - - '{{$.inputs.parameters[''python_module_path'']}}' - - --temp_location - - '{{$.inputs.parameters[''temp_location'']}}' - - --requirements_file_path - - '{{$.inputs.parameters[''requirements_file_path'']}}' - - --args - - '{{$.inputs.parameters[''args'']}}' - - --gcp_resources - - '{{$.outputs.parameters[''gcp_resources''].output_file}}' - command: - - python3 - - -u - - -m - - google_cloud_pipeline_components.container.v1.dataflow.dataflow_launcher - image: gcr.io/ml-pipeline/google-cloud-pipeline-components:2.10.0 - exec-deploy-model: - container: - args: - - --executor_input - - '{{$}}' - - --function_to_execute - - deploy_model - command: - - sh - - -c - - "\nif ! [ -x \"$(command -v pip)\" ]; then\n python3 -m ensurepip ||\ - \ python3 -m ensurepip --user || apt-get install python3-pip\nfi\n\nPIP_DISABLE_PIP_VERSION_CHECK=1\ - \ python3 -m pip install --quiet --no-warn-script-location 'kfp==2.7.0'\ - \ '--no-deps' 'typing-extensions>=3.7.4,<5; python_version<\"3.9\"' && \"\ - $0\" \"$@\"\n" - - sh - - -ec - - 'program_path=$(mktemp -d) - - - printf "%s" "$0" > "$program_path/ephemeral_component.py" - - _KFP_RUNTIME=true python3 -m kfp.dsl.executor_main --component_module_path "$program_path/ephemeral_component.py" "$@" - - ' - - "\nimport kfp\nfrom kfp import dsl\nfrom kfp.dsl import *\nfrom typing import\ - \ *\n\ndef deploy_model(\n serving_container_image_uri: str,\n \ - \ model_name: str,\n model_dir: str,\n endpoint_name:\ - \ str,\n project_id: str,\n region: str,\n split: int,\n\ - \ min_nodes: int,\n max_nodes: int,\n encryption: str,\n\ - \ service_account: str,\n model: Input[Model],\n vertex_model:\ - \ Output[Model],\n vertex_endpoint: Output[Model]\n):\n from google.cloud\ - \ import aiplatform \n aiplatform.init(service_account=service_account)\n\ - \ def create_endpoint():\n endpoints = aiplatform.Endpoint.list(\n\ - \ filter=f'display_name=\"{endpoint_name}\"',\n order_by='create_time\ - \ desc',\n project=project_id,\n location=region,\n \ - \ )\n if len(endpoints) > 0:\n endpoint = endpoints[0]\ - \ # most recently created\n else:\n endpoint = aiplatform.Endpoint.create(\n\ - \ display_name=endpoint_name,\n project=project_id,\n\ - \ location=region,\n encryption_spec_key_name=encryption\n\ - \ )\n return endpoint\n\n endpoint = create_endpoint()\n\ - \n\n def upload_model():\n listed_model = aiplatform.Model.list(\n\ - \ filter=f'display_name=\"{model_name}\"',\n project=project_id,\n\ - \ location=region,\n )\n if len(listed_model) > 0:\n\ - \ model_version = listed_model[0]\n model_upload =\ - \ aiplatform.Model.upload(\n display_name=model_name,\n\ - \ parent_model=model_version.resource_name,\n \ - \ artifact_uri=model_dir,\n serving_container_image_uri=serving_container_image_uri,\n\ - \ location=region,\n project=project_id,\n\ - \ encryption_spec_key_name=encryption\n )\n\ - \ else:\n model_upload = aiplatform.Model.upload(\n \ - \ display_name=model_name,\n artifact_uri=model_dir,\n\ - \ serving_container_image_uri=serving_container_image_uri,\n\ - \ location=region,\n project=project_id,\n\ - \ encryption_spec_key_name=encryption,\n\n \ - \ )\n return model_upload\n\n uploaded_model = upload_model()\n\ - \n # Save data to the output params\n vertex_model.uri = uploaded_model.resource_name\n\ - \ def deploy_to_endpoint(model, endpoint):\n deployed_models =\ - \ endpoint.list_models()\n if len(deployed_models) > 0:\n \ - \ latest_model_id = deployed_models[-1].id\n print(\"your\ - \ objects properties:\", deployed_models[0].create_time.__dir__())\n \ - \ model_deploy = uploaded_model.deploy(\n # machine_type=\"\ - n1-standard-4\",\n endpoint=endpoint,\n traffic_split={\"\ - 0\": 25, latest_model_id: 75},\n deployed_model_display_name=model_name,\n\ - \ min_replica_count=min_nodes,\n max_replica_count=max_nodes,\n\ - \ encryption_spec_key_name=encryption,\n service_account=service_account\n\ - \ )\n else:\n model_deploy = uploaded_model.deploy(\n\ - \ # machine_type=\"n1-standard-4\",\n endpoint=endpoint,\n\ - \ traffic_split={\"0\": 100},\n min_replica_count=min_nodes,\n\ - \ max_replica_count=max_nodes,\n deployed_model_display_name=model_name,\n\ - \ encryption_spec_key_name=encryption,\n service_account=service_account\n\ - \ )\n return model_deploy.resource_name\n\n vertex_endpoint.uri\ - \ = deploy_to_endpoint(vertex_model, endpoint)\n vertex_endpoint.metadata['resourceName']=endpoint.resource_name\n\ - \n" - image: us-central1-docker.pkg.dev/prj-c-bu3artifacts-5wdo/c-publish-artifacts/vertexpipeline:v2 - exec-wait-gcp-resources: - container: - args: - - --type - - Wait - - --project - - '' - - --location - - '' - - --payload - - '{{$.inputs.parameters[''gcp_resources'']}}' - - --gcp_resources - - '{{$.outputs.parameters[''gcp_resources''].output_file}}' - command: - - python3 - - -u - - -m - - google_cloud_pipeline_components.container.v1.wait_gcp_resources.launcher - image: gcr.io/ml-pipeline/google-cloud-pipeline-components:2.10.0 - exec-wait-gcp-resources-2: - container: - args: - - --type - - Wait - - --project - - '' - - --location - - '' - - --payload - - '{{$.inputs.parameters[''gcp_resources'']}}' - - --gcp_resources - - '{{$.outputs.parameters[''gcp_resources''].output_file}}' - command: - - python3 - - -u - - -m - - google_cloud_pipeline_components.container.v1.wait_gcp_resources.launcher - image: gcr.io/ml-pipeline/google-cloud-pipeline-components:2.10.0 -pipelineInfo: - name: census-income-pipeline -root: - dag: - outputs: - artifacts: - custom-eval-model-metrics: - artifactSelectors: - - outputArtifactKey: metrics - producerSubtask: custom-eval-model - tasks: - bigquery-query-job: - cachingOptions: - enableCache: true - componentRef: - name: comp-bigquery-query-job - inputs: - parameters: - location: - componentInputParameter: region - project: - componentInputParameter: project - query: - componentInputParameter: create_bq_dataset_query - taskInfo: - name: bigquery-query-job - build-dataflow-args: - cachingOptions: - enableCache: true - componentRef: - name: comp-build-dataflow-args - dependentTasks: - - bigquery-query-job - inputs: - parameters: - bq_dataset: - componentInputParameter: bq_dataset - bq_project: - componentInputParameter: project - bq_table: - componentInputParameter: bq_train_table - job_name: - runtimeValue: - constant: '{{$.inputs.parameters[''pipelinechannel--job_name'']}}train' - pipelinechannel--job_name: - componentInputParameter: job_name - runner: - componentInputParameter: runner - subnet: - componentInputParameter: dataflow_subnet - url: - componentInputParameter: train_data_url - taskInfo: - name: build-dataflow-args - build-dataflow-args-2: - cachingOptions: - enableCache: true - componentRef: - name: comp-build-dataflow-args-2 - dependentTasks: - - bigquery-query-job - inputs: - parameters: - bq_dataset: - componentInputParameter: bq_dataset - bq_project: - componentInputParameter: project - bq_table: - componentInputParameter: bq_eval_table - job_name: - runtimeValue: - constant: '{{$.inputs.parameters[''pipelinechannel--job_name'']}}eval' - pipelinechannel--job_name: - componentInputParameter: job_name - runner: - componentInputParameter: runner - subnet: - componentInputParameter: dataflow_subnet - url: - componentInputParameter: eval_data_url - taskInfo: - name: build-dataflow-args-2 - condition-1: - componentRef: - name: comp-condition-1 - dependentTasks: - - custom-eval-model - - custom-train-model - inputs: - artifacts: - pipelinechannel--custom-train-model-model: - taskOutputArtifact: - outputArtifactKey: model - producerTask: custom-train-model - parameters: - pipelinechannel--bq_dataset: - componentInputParameter: bq_dataset - pipelinechannel--bq_train_table: - componentInputParameter: bq_train_table - pipelinechannel--bucket_name: - componentInputParameter: bucket_name - pipelinechannel--custom-eval-model-dep_decision: - taskOutputParameter: - outputParameterKey: dep_decision - producerTask: custom-eval-model - pipelinechannel--deployed_model_name: - componentInputParameter: deployed_model_name - pipelinechannel--deployment_image: - componentInputParameter: deployment_image - pipelinechannel--deployment_project: - componentInputParameter: deployment_project - pipelinechannel--encryption: - componentInputParameter: encryption - pipelinechannel--endpoint_name: - componentInputParameter: endpoint_name - pipelinechannel--max_nodes: - componentInputParameter: max_nodes - pipelinechannel--min_nodes: - componentInputParameter: min_nodes - pipelinechannel--model_dir: - componentInputParameter: model_dir - pipelinechannel--monitoring_email: - componentInputParameter: monitoring_email - pipelinechannel--monitoring_name: - componentInputParameter: monitoring_name - pipelinechannel--prod_service_account: - componentInputParameter: prod_service_account - pipelinechannel--project: - componentInputParameter: project - pipelinechannel--region: - componentInputParameter: region - pipelinechannel--service_account: - componentInputParameter: service_account - pipelinechannel--traffic_split: - componentInputParameter: traffic_split - taskInfo: - name: deploy_decision - triggerPolicy: - condition: inputs.parameter_values['pipelinechannel--custom-eval-model-dep_decision'] - == 'true' - custom-eval-model: - cachingOptions: - enableCache: true - componentRef: - name: comp-custom-eval-model - dependentTasks: - - custom-train-model - - wait-gcp-resources-2 - inputs: - artifacts: - model: - taskOutputArtifact: - outputArtifactKey: model - producerTask: custom-train-model - parameters: - batch_size: - componentInputParameter: batch_size - dataset: - componentInputParameter: bq_dataset - model_dir: - componentInputParameter: model_dir - project: - componentInputParameter: project - table: - componentInputParameter: bq_eval_table - tb_log_dir: - componentInputParameter: tb_log_dir - taskInfo: - name: custom-eval-model - custom-train-model: - cachingOptions: - enableCache: true - componentRef: - name: comp-custom-train-model - dependentTasks: - - wait-gcp-resources - inputs: - parameters: - base_output_directory: - componentInputParameter: base_train_dir - batch_size: - componentInputParameter: batch_size - dataset: - componentInputParameter: bq_dataset - epochs: - componentInputParameter: epochs - location: - componentInputParameter: region - lr: - componentInputParameter: lr - project: - componentInputParameter: project - table: - componentInputParameter: bq_train_table - tb_log_dir: - componentInputParameter: tb_log_dir - taskInfo: - name: custom-train-model - dataflow-python: - cachingOptions: - enableCache: true - componentRef: - name: comp-dataflow-python - dependentTasks: - - build-dataflow-args - inputs: - parameters: - args: - taskOutputParameter: - outputParameterKey: Output - producerTask: build-dataflow-args - location: - componentInputParameter: region - pipelinechannel--dataflow_temp_location: - componentInputParameter: dataflow_temp_location - project: - componentInputParameter: project - python_module_path: - componentInputParameter: python_file_path - temp_location: - runtimeValue: - constant: '{{$.inputs.parameters[''pipelinechannel--dataflow_temp_location'']}}/train' - taskInfo: - name: dataflow-python - dataflow-python-2: - cachingOptions: - enableCache: true - componentRef: - name: comp-dataflow-python-2 - dependentTasks: - - build-dataflow-args-2 - inputs: - parameters: - args: - taskOutputParameter: - outputParameterKey: Output - producerTask: build-dataflow-args-2 - location: - componentInputParameter: region - pipelinechannel--dataflow_temp_location: - componentInputParameter: dataflow_temp_location - project: - componentInputParameter: project - python_module_path: - componentInputParameter: python_file_path - temp_location: - runtimeValue: - constant: '{{$.inputs.parameters[''pipelinechannel--dataflow_temp_location'']}}/eval' - taskInfo: - name: dataflow-python-2 - wait-gcp-resources: - cachingOptions: - enableCache: true - componentRef: - name: comp-wait-gcp-resources - dependentTasks: - - dataflow-python - inputs: - parameters: - gcp_resources: - taskOutputParameter: - outputParameterKey: gcp_resources - producerTask: dataflow-python - taskInfo: - name: wait-gcp-resources - wait-gcp-resources-2: - cachingOptions: - enableCache: true - componentRef: - name: comp-wait-gcp-resources-2 - dependentTasks: - - dataflow-python-2 - inputs: - parameters: - gcp_resources: - taskOutputParameter: - outputParameterKey: gcp_resources - producerTask: dataflow-python-2 - taskInfo: - name: wait-gcp-resources-2 - inputDefinitions: - parameters: - base_train_dir: - defaultValue: gs://bkt-d-vertexpipe-test-dev/training - isOptional: true - parameterType: STRING - batch_size: - defaultValue: 32.0 - isOptional: true - parameterType: NUMBER_INTEGER - bq_dataset: - defaultValue: census_dataset - isOptional: true - parameterType: STRING - bq_eval_table: - defaultValue: census_eval_table - isOptional: true - parameterType: STRING - bq_train_table: - defaultValue: census_train_table - isOptional: true - parameterType: STRING - bucket_name: - parameterType: STRING - create_bq_dataset_query: - parameterType: STRING - dataflow_subnet: - parameterType: STRING - dataflow_temp_location: - defaultValue: gs://bkt-d-vertexpipe-test-dev/temp_dataflow - isOptional: true - parameterType: STRING - deployed_model_name: - defaultValue: income_bracket_predictor - isOptional: true - parameterType: STRING - deployment_image: - defaultValue: us-docker.pkg.dev/cloud-aiplatform/prediction/tf2-cpu.2-8:latest - isOptional: true - parameterType: STRING - deployment_project: - parameterType: STRING - encryption: - parameterType: STRING - endpoint_name: - defaultValue: census_endpoint - isOptional: true - parameterType: STRING - epochs: - defaultValue: 5.0 - isOptional: true - parameterType: NUMBER_INTEGER - eval_data_url: - defaultValue: gs://bkt-d-vertexpipe-test-dev/data/adult.test.csv - isOptional: true - parameterType: STRING - job_name: - defaultValue: census-ingest - isOptional: true - parameterType: STRING - lr: - defaultValue: 0.01 - isOptional: true - parameterType: NUMBER_DOUBLE - max_nodes: - defaultValue: 4.0 - isOptional: true - parameterType: NUMBER_INTEGER - min_nodes: - defaultValue: 2.0 - isOptional: true - parameterType: NUMBER_INTEGER - model_dir: - parameterType: STRING - monitoring_email: - parameterType: STRING - monitoring_name: - parameterType: STRING - prod_service_account: - parameterType: STRING - project: - parameterType: STRING - python_file_path: - defaultValue: gs://bkt-d-vertexpipe-test-dev/src/ingest_pipeline.py - isOptional: true - parameterType: STRING - region: - parameterType: STRING - runner: - defaultValue: DataflowRunner - isOptional: true - parameterType: STRING - service_account: - parameterType: STRING - tb_log_dir: - defaultValue: gs://bkt-d-vertexpipe-test-dev/tblogs - isOptional: true - parameterType: STRING - traffic_split: - defaultValue: 25.0 - isOptional: true - parameterType: NUMBER_INTEGER - train_data_url: - defaultValue: gs://bkt-d-vertexpipe-test-dev/data/adult.data.csv - isOptional: true - parameterType: STRING - outputDefinitions: - artifacts: - custom-eval-model-metrics: - artifactType: - schemaTitle: system.Metrics - schemaVersion: 0.0.1 -schemaVersion: 2.1.0 -sdkVersion: kfp-2.7.0 diff --git a/vertexpipeline/compile_pipeline.py b/vertexpipeline/compile_pipeline.py deleted file mode 100644 index 31898def..00000000 --- a/vertexpipeline/compile_pipeline.py +++ /dev/null @@ -1,676 +0,0 @@ -# Copyright 2024 Google LLC -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# https://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# -# flake8: noqa -from kfp.dsl import component -from kfp import components -from kfp import compiler, dsl -from google_cloud_pipeline_components.v1.custom_job import utils -from kfp.dsl import Input, Output, Model, Metrics, OutputPath -from typing import NamedTuple - -# Replace with your non-prod project ID -PROJECT_ID = "{project-id}" -# Replace with your region only if different -REGION = "us-central1" -# Repalce with your bucket's uri -BUCKET_URI = "gs://{bucket-name}" - -KFP_COMPONENTS_PATH = "components" -SRC = "src" -BUILD = "build" -# Replace {artifact-project} and {artifact-repository} -# with your artifact project and repository -Image = f"us-central1-docker.pkg.dev/{{artifact-project}}/{{artifact-repository}}/vertexpipeline:v2" - - -DATA_URL = f'{BUCKET_URI}/data' -TRAINING_FILE = 'adult.data.csv' -EVAL_FILE = 'adult.test.csv' -TRAINING_URL = '%s/%s' % (DATA_URL, TRAINING_FILE) -EVAL_URL = '%s/%s' % (DATA_URL, EVAL_FILE) -DATASET_ID = 'census_dataset' -TRAINING_TABLE_ID = 'census_train_table' -EVAL_TABLE_ID = 'census_eval_table' -RUNNER = "DataflowRunner" -REGION = "us-central1" -JOB_NAME = "census-ingest" -UNUSED_COLUMNS = ["fnlwgt", "education_num"] - - -@component(base_image=Image) -def build_dataflow_args( - bq_dataset: str, - url: str, - bq_table: str, - job_name: str, - runner: str, - bq_project: str, - subnet: str, -) -> list: - return [ - "--job_name", - job_name, - "--runner", - runner, - "--url", - url, - "--bq-dataset", - bq_dataset, - "--bq-table", - bq_table, - "--bq-project", - bq_project, - "--subnetwork", - subnet, - "--no_use_public_ips", - "--worker_zone", - "us-central1-c", - ] -# build_dataflow_args = components.create_component_from_func( -# build_dataflow_args_fun, base_image='python:3.8-slim') - - -@component(base_image=Image) -def custom_train_model( - project: str, - table: str, - dataset: str, - tb_log_dir: str, - model: Output[Model], - epochs: int = 5, - batch_size: int = 32, - lr: float = 0.01, # not used here but can be passed to an optimizer -): - - from tensorflow.python.framework import ops - from tensorflow.python.framework import dtypes - from tensorflow_io.bigquery import BigQueryClient - from tensorflow_io.bigquery import BigQueryReadSession - from tensorflow import feature_column - from google.cloud import bigquery - - import tensorflow as tf - CSV_SCHEMA = [ - bigquery.SchemaField("age", "FLOAT64"), - bigquery.SchemaField("workclass", "STRING"), - bigquery.SchemaField("fnlwgt", "FLOAT64"), - bigquery.SchemaField("education", "STRING"), - bigquery.SchemaField("education_num", "FLOAT64"), - bigquery.SchemaField("marital_status", "STRING"), - bigquery.SchemaField("occupation", "STRING"), - bigquery.SchemaField("relationship", "STRING"), - bigquery.SchemaField("race", "STRING"), - bigquery.SchemaField("gender", "STRING"), - bigquery.SchemaField("capital_gain", "FLOAT64"), - bigquery.SchemaField("capital_loss", "FLOAT64"), - bigquery.SchemaField("hours_per_week", "FLOAT64"), - bigquery.SchemaField("native_country", "STRING"), - bigquery.SchemaField("income_bracket", "STRING"), - ] - - UNUSED_COLUMNS = ["fnlwgt", "education_num"] - - def transform_row(row_dict): - # Trim all string tensors - trimmed_dict = {column: - (tf.strings.strip(tensor) - if tensor.dtype == 'string' else tensor) - for (column, tensor) in row_dict.items() - } - # Extract feature column - income_bracket = trimmed_dict.pop('income_bracket') - # Convert feature column to 0.0/1.0 - income_bracket_float = tf.cond(tf.equal(tf.strings.strip(income_bracket), '>50K'), - lambda: tf.constant(1.0), - lambda: tf.constant(0.0)) - return (trimmed_dict, income_bracket_float) - - def read_bigquery(table_name, dataset=dataset): - tensorflow_io_bigquery_client = BigQueryClient() - read_session = tensorflow_io_bigquery_client.read_session( - "projects/" + project, - project, table, dataset, - list(field.name for field in CSV_SCHEMA - if not field.name in UNUSED_COLUMNS), - list(dtypes.double if field.field_type == 'FLOAT64' - else dtypes.string for field in CSV_SCHEMA - if not field.name in UNUSED_COLUMNS), - requested_streams=2) - - dataset = read_session.parallel_read_rows() - transformed_ds = dataset.map(transform_row) - return transformed_ds - - training_ds = read_bigquery(table).shuffle(10000).batch(batch_size) - - feature_columns = [] - - def get_categorical_feature_values(column): - query = 'SELECT DISTINCT TRIM({}) FROM `{}`.{}.{}'.format( - column, project, dataset, table) - client = bigquery.Client(project=project) - dataset_ref = client.dataset(dataset) - job_config = bigquery.QueryJobConfig() - query_job = client.query(query, job_config=job_config) - result = query_job.to_dataframe() - return result.values[:, 0] - - # numeric cols - for header in ['capital_gain', 'capital_loss', 'hours_per_week']: - feature_columns.append(feature_column.numeric_column(header)) - - # categorical cols - for header in ['workclass', 'marital_status', 'occupation', 'relationship', - 'race', 'native_country', 'education']: - categorical_feature = feature_column.categorical_column_with_vocabulary_list( - header, get_categorical_feature_values(header)) - categorical_feature_one_hot = feature_column.indicator_column( - categorical_feature) - feature_columns.append(categorical_feature_one_hot) - - # bucketized cols - age = feature_column.numeric_column('age') - age_buckets = feature_column.bucketized_column( - age, boundaries=[18, 25, 30, 35, 40, 45, 50, 55, 60, 65]) - feature_columns.append(age_buckets) - - feature_layer = tf.keras.layers.DenseFeatures(feature_columns) - - Dense = tf.keras.layers.Dense - keras_model = tf.keras.Sequential( - [ - feature_layer, - Dense(100, activation=tf.nn.relu, kernel_initializer='uniform'), - Dense(75, activation=tf.nn.relu), - Dense(50, activation=tf.nn.relu), - Dense(25, activation=tf.nn.relu), - Dense(1, activation=tf.nn.sigmoid) - ]) - - tensorboard = tf.keras.callbacks.TensorBoard(log_dir=tb_log_dir) - # Compile Keras model - keras_model.compile(loss='binary_crossentropy', metrics=['accuracy']) - keras_model.fit(training_ds, epochs=epochs, callbacks=[tensorboard]) - keras_model.save(model.path) - - -# custom_train_model = components.create_component_from_func( -# custom_train_model_fun, base_image=Image) -custom_job_distributed_training_op = utils.create_custom_training_job_op_from_component( - custom_train_model, replica_count=1 -) - - -@component(base_image=Image) -def custom_eval_model( - model_dir: str, - project: str, - table: str, - dataset: str, - tb_log_dir: str, - model: Input[Model], - metrics: Output[Metrics], - batch_size: int = 32, -) -> NamedTuple("Outputs", [("dep_decision", str)]): - from tensorflow.python.framework import ops - from tensorflow.python.framework import dtypes - from tensorflow_io.bigquery import BigQueryClient - from tensorflow_io.bigquery import BigQueryReadSession - from tensorflow import feature_column - from google.cloud import bigquery - - import tensorflow as tf - CSV_SCHEMA = [ - bigquery.SchemaField("age", "FLOAT64"), - bigquery.SchemaField("workclass", "STRING"), - bigquery.SchemaField("fnlwgt", "FLOAT64"), - bigquery.SchemaField("education", "STRING"), - bigquery.SchemaField("education_num", "FLOAT64"), - bigquery.SchemaField("marital_status", "STRING"), - bigquery.SchemaField("occupation", "STRING"), - bigquery.SchemaField("relationship", "STRING"), - bigquery.SchemaField("race", "STRING"), - bigquery.SchemaField("gender", "STRING"), - bigquery.SchemaField("capital_gain", "FLOAT64"), - bigquery.SchemaField("capital_loss", "FLOAT64"), - bigquery.SchemaField("hours_per_week", "FLOAT64"), - bigquery.SchemaField("native_country", "STRING"), - bigquery.SchemaField("income_bracket", "STRING"), - ] - - UNUSED_COLUMNS = ["fnlwgt", "education_num"] - - def transform_row(row_dict): - # Trim all string tensors - trimmed_dict = {column: - (tf.strings.strip(tensor) - if tensor.dtype == 'string' else tensor) - for (column, tensor) in row_dict.items() - } - # Extract feature column - income_bracket = trimmed_dict.pop('income_bracket') - # Convert feature column to 0.0/1.0 - income_bracket_float = tf.cond(tf.equal(tf.strings.strip(income_bracket), '>50K'), - lambda: tf.constant(1.0), - lambda: tf.constant(0.0)) - return (trimmed_dict, income_bracket_float) - - def read_bigquery(table_name, dataset=dataset): - tensorflow_io_bigquery_client = BigQueryClient() - read_session = tensorflow_io_bigquery_client.read_session( - "projects/" + project, - project, table, dataset, - list(field.name for field in CSV_SCHEMA - if not field.name in UNUSED_COLUMNS), - list(dtypes.double if field.field_type == 'FLOAT64' - else dtypes.string for field in CSV_SCHEMA - if not field.name in UNUSED_COLUMNS), - requested_streams=2) - - dataset = read_session.parallel_read_rows() - transformed_ds = dataset.map(transform_row) - return transformed_ds - - eval_ds = read_bigquery(table).batch(batch_size) - keras_model = tf.keras.models.load_model(model.path) - tensorboard = tf.keras.callbacks.TensorBoard(log_dir=tb_log_dir) - loss, accuracy = keras_model.evaluate(eval_ds, callbacks=[tensorboard]) - metrics.log_metric("accuracy", accuracy) - - if accuracy > 0.7: - dep_decision = "true" - keras_model.save(model_dir) - else: - dep_decision = "false" - return (dep_decision,) - - -@component(base_image=Image) -def deploy_model( - serving_container_image_uri: str, - model_name: str, - model_dir: str, - endpoint_name: str, - project_id: str, - region: str, - split: int, - min_nodes: int, - max_nodes: int, - encryption: str, - service_account: str, - model: Input[Model], - vertex_model: Output[Model], - vertex_endpoint: Output[Model] -): - from google.cloud import aiplatform - aiplatform.init(service_account=service_account) - - def create_endpoint(): - endpoints = aiplatform.Endpoint.list( - filter=f'display_name="{endpoint_name}"', - order_by='create_time desc', - project=project_id, - location=region, - ) - if len(endpoints) > 0: - endpoint = endpoints[0] # most recently created - else: - endpoint = aiplatform.Endpoint.create( - display_name=endpoint_name, - project=project_id, - location=region, - encryption_spec_key_name=encryption - ) - return endpoint - - endpoint = create_endpoint() - - def upload_model(): - listed_model = aiplatform.Model.list( - filter=f'display_name="{model_name}"', - project=project_id, - location=region, - ) - if len(listed_model) > 0: - model_version = listed_model[0] - model_upload = aiplatform.Model.upload( - display_name=model_name, - parent_model=model_version.resource_name, - artifact_uri=model_dir, - serving_container_image_uri=serving_container_image_uri, - location=region, - project=project_id, - encryption_spec_key_name=encryption - ) - else: - model_upload = aiplatform.Model.upload( - display_name=model_name, - artifact_uri=model_dir, - serving_container_image_uri=serving_container_image_uri, - location=region, - project=project_id, - encryption_spec_key_name=encryption, - - ) - return model_upload - - uploaded_model = upload_model() - - # Save data to the output params - vertex_model.uri = uploaded_model.resource_name - - def deploy_to_endpoint(model, endpoint): - deployed_models = endpoint.list_models() - if len(deployed_models) > 0: - latest_model_id = deployed_models[-1].id - print("your objects properties:", - deployed_models[0].create_time.__dir__()) - model_deploy = uploaded_model.deploy( - # machine_type="n1-standard-4", - endpoint=endpoint, - traffic_split={"0": 25, latest_model_id: 75}, - deployed_model_display_name=model_name, - min_replica_count=min_nodes, - max_replica_count=max_nodes, - encryption_spec_key_name=encryption, - service_account=service_account - ) - else: - model_deploy = uploaded_model.deploy( - # machine_type="n1-standard-4", - endpoint=endpoint, - traffic_split={"0": 100}, - min_replica_count=min_nodes, - max_replica_count=max_nodes, - deployed_model_display_name=model_name, - encryption_spec_key_name=encryption, - service_account=service_account - ) - return model_deploy.resource_name - - vertex_endpoint.uri = deploy_to_endpoint(vertex_model, endpoint) - vertex_endpoint.metadata['resourceName'] = endpoint.resource_name - - -# deploy_model = components.create_component_from_func( -# deploy_model_fun, base_image=Image) - -@component(base_image=Image) -def create_monitoring( - monitoring_name: str, - project_id: str, - region: str, - endpoint: Input[Model], - bq_data_uri: str, - bucket_name: str, - email: str, - encryption: str, - service_account: str, -): - from google.cloud.aiplatform import model_monitoring - from google.cloud import aiplatform - from google.cloud import bigquery - from google.cloud import storage - from collections import OrderedDict - import time - import yaml - - # can be a lambda if that's what you prefer - def ordered_dict_representer(self, value): - return self.represent_mapping('tag:yaml.org,2002:map', value.items()) - yaml.add_representer(OrderedDict, ordered_dict_representer) - - aiplatform.init(service_account=service_account) - list_monitors = aiplatform.ModelDeploymentMonitoringJob.list( - filter=f'(state="JOB_STATE_SUCCEEDED" OR state="JOB_STATE_RUNNING") AND display_name="{monitoring_name}"', project=project_id) - if len(list_monitors) == 0: - alerting_config = model_monitoring.EmailAlertConfig( - user_emails=[email], enable_logging=True - ) - # schedule config - MONITOR_INTERVAL = 1 - schedule_config = model_monitoring.ScheduleConfig( - monitor_interval=MONITOR_INTERVAL) - # sampling strategy - SAMPLE_RATE = 0.5 - logging_sampling_strategy = model_monitoring.RandomSampleConfig( - sample_rate=SAMPLE_RATE) - # drift config - DRIFT_THRESHOLD_VALUE = 0.05 - DRIFT_THRESHOLDS = { - "capital_gain": DRIFT_THRESHOLD_VALUE, - "capital_loss": DRIFT_THRESHOLD_VALUE, - } - drift_config = model_monitoring.DriftDetectionConfig( - drift_thresholds=DRIFT_THRESHOLDS) - # Skew config - DATASET_BQ_URI = bq_data_uri - TARGET = "income_bracket" - SKEW_THRESHOLD_VALUE = 0.5 - SKEW_THRESHOLDS = { - "capital_gain": SKEW_THRESHOLD_VALUE, - "capital_loss": SKEW_THRESHOLD_VALUE, - } - skew_config = model_monitoring.SkewDetectionConfig( - data_source=DATASET_BQ_URI, skew_thresholds=SKEW_THRESHOLDS, target_field=TARGET - ) - # objective config out of skew and drift configs - objective_config = model_monitoring.ObjectiveConfig( - skew_detection_config=skew_config, - drift_detection_config=drift_config, - explanation_config=None, - ) - - bqclient = bigquery.Client() - table = bigquery.TableReference.from_string(DATASET_BQ_URI[5:]) - bq_table = bqclient.get_table(table) - schema = bq_table.schema - schemayaml = OrderedDict({ - "type": "object", - "properties": {}, - "required": [] - }) - for feature in schema: - if feature.name in ["income_bracket"]: - continue - if feature.field_type == "STRING": - f_type = "string" - else: - f_type = "number" - schemayaml['properties'][feature.name] = {"type": f_type} - if feature.name not in ["fnlwgt", "education_num"]: - schemayaml['required'].append(feature.name) - - with open("monitoring_schema.yaml", "w") as yaml_file: - yaml.dump(schemayaml, yaml_file, default_flow_style=False) - storage_client = storage.Client() - bucket = storage_client.bucket(bucket_name) - blob = bucket.blob("monitoring_schema.yaml") - blob.upload_from_filename("monitoring_schema.yaml") - - monitoring_job = aiplatform.ModelDeploymentMonitoringJob.create( - display_name=monitoring_name, - project=project_id, - location=region, - endpoint=endpoint.metadata['resourceName'], - logging_sampling_strategy=logging_sampling_strategy, - schedule_config=schedule_config, - alert_config=alerting_config, - objective_configs=objective_config, - analysis_instance_schema_uri=f"gs://{bucket_name}/monitoring_schema.yaml", - encryption_spec_key_name=encryption, - ) -# create_monitoring = components.create_component_from_func( -# create_monitoring_fun, base_image=Image) - - -@dsl.pipeline(name="census-income-pipeline") -def pipeline( - create_bq_dataset_query: str, - project: str, - deployment_project: str, - region: str, - model_dir: str, - bucket_name: str, - monitoring_name: str, - monitoring_email: str, - encryption: str, - service_account: str, - prod_service_account: str, - dataflow_subnet: str, - train_data_url: str = TRAINING_URL, - eval_data_url: str = EVAL_URL, - bq_dataset: str = DATASET_ID, - bq_train_table: str = TRAINING_TABLE_ID, - bq_eval_table: str = EVAL_TABLE_ID, - job_name: str = JOB_NAME, - python_file_path: str = f'{BUCKET_URI}/src/ingest_pipeline.py', - dataflow_temp_location: str = f'{BUCKET_URI}/temp_dataflow', - runner: str = RUNNER, - lr: float = 0.01, - epochs: int = 5, - batch_size: int = 32, - base_train_dir: str = f'{BUCKET_URI}/training', - tb_log_dir: str = f'{BUCKET_URI}/tblogs', - deployment_image: str = "us-docker.pkg.dev/cloud-aiplatform/prediction/tf2-cpu.2-8:latest", - deployed_model_name: str = 'income_bracket_predictor', - endpoint_name: str = 'census_endpoint', - min_nodes: int = 2, - max_nodes: int = 4, - traffic_split: int = 25, -): - from google_cloud_pipeline_components.v1.bigquery import ( - BigqueryQueryJobOp) - from google_cloud_pipeline_components.v1.dataflow import \ - DataflowPythonJobOp - from google_cloud_pipeline_components.v1.wait_gcp_resources import \ - WaitGcpResourcesOp - - from google_cloud_pipeline_components.types import artifact_types - from google_cloud_pipeline_components.v1.batch_predict_job import \ - ModelBatchPredictOp - from google_cloud_pipeline_components.v1.model import ModelUploadOp - from kfp.dsl import importer_node - from google_cloud_pipeline_components.v1.endpoint import EndpointCreateOp, ModelDeployOp - - # create the dataset - bq_dataset_op = BigqueryQueryJobOp( - query=create_bq_dataset_query, - project=project, - location=region, - ) - - # instantiate dataflow args - dataflow_args_train = build_dataflow_args( - job_name=f"{job_name}train", - url=train_data_url, - bq_dataset=bq_dataset, - bq_table=bq_train_table, - runner=runner, - bq_project=project, - subnet=dataflow_subnet - ).after(bq_dataset_op) - dataflow_args_eval = build_dataflow_args( - job_name=f"{job_name}eval", - url=eval_data_url, - bq_dataset=bq_dataset, - bq_table=bq_eval_table, - runner=runner, - bq_project=project, - subnet=dataflow_subnet - ).after(bq_dataset_op) - - # run dataflow job - dataflow_python_train_op = DataflowPythonJobOp( - python_module_path=python_file_path, - args=dataflow_args_train.output, - project=project, - location=region, - temp_location=f"{dataflow_temp_location}/train", - ).after(dataflow_args_train) - dataflow_python_eval_op = DataflowPythonJobOp( - python_module_path=python_file_path, - args=dataflow_args_eval.output, - project=project, - location=region, - temp_location=f"{dataflow_temp_location}/eval", - ).after(dataflow_args_eval) - - dataflow_wait_train_op = WaitGcpResourcesOp( - gcp_resources=dataflow_python_train_op.outputs["gcp_resources"] - ).after(dataflow_python_train_op) - dataflow_wait_eval_op = WaitGcpResourcesOp( - gcp_resources=dataflow_python_eval_op.outputs["gcp_resources"] - ).after(dataflow_python_eval_op) - - # create and train model - custom_training_task = custom_job_distributed_training_op( - lr=lr, - epochs=epochs, - project=project, - table=bq_train_table, - dataset=bq_dataset, - location=region, - base_output_directory=base_train_dir, - tb_log_dir=tb_log_dir, - batch_size=batch_size - ).after(dataflow_wait_train_op) - - custom_eval_task = custom_eval_model( - model_dir=model_dir, - project=project, - table=bq_eval_table, - dataset=bq_dataset, - tb_log_dir=tb_log_dir, - model=custom_training_task.outputs["model"], - batch_size=batch_size, - ) - custom_eval_task.after(custom_training_task) - custom_eval_task.after(dataflow_wait_eval_op) - with dsl.If( - custom_eval_task.outputs["dep_decision"] == "true", - name="deploy_decision", - ): - model_deploy_op = deploy_model( - serving_container_image_uri=deployment_image, - model_name=deployed_model_name, - endpoint_name=endpoint_name, - project_id=deployment_project, - region=region, - split=traffic_split, - model=custom_training_task.outputs['model'], - model_dir=model_dir, - min_nodes=min_nodes, - max_nodes=max_nodes, - encryption=encryption, - service_account=prod_service_account - ).after(custom_eval_task) - - monitroing_job = create_monitoring( - monitoring_name=monitoring_name, - project_id=deployment_project, - region=region, - endpoint=model_deploy_op.outputs['vertex_endpoint'], - bq_data_uri=f"bq://{project}.{bq_dataset}.{bq_train_table}", - bucket_name=bucket_name, - email=monitoring_email, - encryption=encryption, - service_account=service_account - ).after(model_deploy_op) - - -if __name__ == "__main__": - compiler.Compiler().compile(pipeline_func=pipeline, - package_path="./common/vertex-ai-pipeline/pipeline_package.yaml") diff --git a/vertexpipeline/components/bq_dataset_component/create_bq_dataset.sql b/vertexpipeline/components/bq_dataset_component/create_bq_dataset.sql deleted file mode 100644 index a54b0c86..00000000 --- a/vertexpipeline/components/bq_dataset_component/create_bq_dataset.sql +++ /dev/null @@ -1,16 +0,0 @@ -/*################################################################################## -# Copyright 2024 Google LLC -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# https://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -###################################################################################*/ -CREATE SCHEMA IF NOT EXISTS census_dataset diff --git a/vertexpipeline/components/custom_eval_component/eval.yaml b/vertexpipeline/components/custom_eval_component/eval.yaml deleted file mode 100644 index 8278d970..00000000 --- a/vertexpipeline/components/custom_eval_component/eval.yaml +++ /dev/null @@ -1,216 +0,0 @@ -# Copyright 2024 Google LLC -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# https://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# -# PIPELINE DEFINITION -# Name: custom-eval-model -# Inputs: -# batch_size: int [Default: 32.0] -# dataset: str -# model: system.Model -# model_dir: str -# project: str -# table: str -# tb_log_dir: str -# Outputs: -# custom-eval-model-metrics: system.Metrics -# dep_decision: str -# metrics: system.Metrics -components: - comp-custom-eval-model: - executorLabel: exec-custom-eval-model - inputDefinitions: - artifacts: - model: - artifactType: - schemaTitle: system.Model - schemaVersion: 0.0.1 - parameters: - batch_size: - defaultValue: 32.0 - isOptional: true - parameterType: NUMBER_INTEGER - dataset: - parameterType: STRING - model_dir: - parameterType: STRING - project: - parameterType: STRING - table: - parameterType: STRING - tb_log_dir: - parameterType: STRING - outputDefinitions: - artifacts: - metrics: - artifactType: - schemaTitle: system.Metrics - schemaVersion: 0.0.1 - parameters: - dep_decision: - parameterType: STRING -deploymentSpec: - executors: - exec-custom-eval-model: - container: - args: - - --executor_input - - '{{$}}' - - --function_to_execute - - custom_eval_model - command: - - sh - - -c - - "\nif ! [ -x \"$(command -v pip)\" ]; then\n python3 -m ensurepip ||\ - \ python3 -m ensurepip --user || apt-get install python3-pip\nfi\n\nPIP_DISABLE_PIP_VERSION_CHECK=1\ - \ python3 -m pip install --quiet --no-warn-script-location 'kfp==2.7.0'\ - \ '--no-deps' 'typing-extensions>=3.7.4,<5; python_version<\"3.9\"' && \"\ - $0\" \"$@\"\n" - - sh - - -ec - - 'program_path=$(mktemp -d) - - - printf "%s" "$0" > "$program_path/ephemeral_component.py" - - _KFP_RUNTIME=true python3 -m kfp.dsl.executor_main --component_module_path "$program_path/ephemeral_component.py" "$@" - - ' - - "\nimport kfp\nfrom kfp import dsl\nfrom kfp.dsl import *\nfrom typing import\ - \ *\n\ndef custom_eval_model(\n model_dir: str,\n project: str,\n\ - \ table: str,\n dataset: str,\n tb_log_dir: str,\n model: Input[Model],\n\ - \ metrics: Output[Metrics],\n batch_size: int = 32,\n)-> NamedTuple(\"\ - Outputs\", [(\"dep_decision\", str)]):\n from tensorflow.python.framework\ - \ import ops\n from tensorflow.python.framework import dtypes\n from\ - \ tensorflow_io.bigquery import BigQueryClient\n from tensorflow_io.bigquery\ - \ import BigQueryReadSession\n from tensorflow import feature_column\n\ - \ from google.cloud import bigquery\n\n\n import tensorflow as tf\n\ - \ CSV_SCHEMA = [\n bigquery.SchemaField(\"age\", \"FLOAT64\"),\n\ - \ bigquery.SchemaField(\"workclass\", \"STRING\"),\n bigquery.SchemaField(\"\ - fnlwgt\", \"FLOAT64\"),\n bigquery.SchemaField(\"education\", \"STRING\"\ - ),\n bigquery.SchemaField(\"education_num\", \"FLOAT64\"),\n bigquery.SchemaField(\"\ - marital_status\", \"STRING\"),\n bigquery.SchemaField(\"occupation\"\ - , \"STRING\"),\n bigquery.SchemaField(\"relationship\", \"STRING\"\ - ),\n bigquery.SchemaField(\"race\", \"STRING\"),\n bigquery.SchemaField(\"\ - gender\", \"STRING\"),\n bigquery.SchemaField(\"capital_gain\", \"\ - FLOAT64\"),\n bigquery.SchemaField(\"capital_loss\", \"FLOAT64\"),\n\ - \ bigquery.SchemaField(\"hours_per_week\", \"FLOAT64\"),\n bigquery.SchemaField(\"\ - native_country\", \"STRING\"),\n bigquery.SchemaField(\"income_bracket\"\ - , \"STRING\"),\n ]\n\n UNUSED_COLUMNS = [\"fnlwgt\", \"education_num\"\ - ]\n def transform_row(row_dict):\n # Trim all string tensors\n\ - \ trimmed_dict = { column:\n (tf.strings.strip(tensor)\ - \ if tensor.dtype == 'string' else tensor) \n for (column,tensor)\ - \ in row_dict.items()\n }\n # Extract feature\ - \ column\n income_bracket = trimmed_dict.pop('income_bracket')\n\ - \ # Convert feature column to 0.0/1.0\n income_bracket_float\ - \ = tf.cond(tf.equal(tf.strings.strip(income_bracket), '>50K'), \n \ - \ lambda: tf.constant(1.0), \n lambda:\ - \ tf.constant(0.0))\n return (trimmed_dict, income_bracket_float)\n\ - \n def read_bigquery(table_name, dataset=dataset):\n tensorflow_io_bigquery_client\ - \ = BigQueryClient()\n read_session = tensorflow_io_bigquery_client.read_session(\n\ - \ \"projects/\" + project,\n project, table, dataset,\n\ - \ list(field.name for field in CSV_SCHEMA \n if not\ - \ field.name in UNUSED_COLUMNS),\n list(dtypes.double if field.field_type\ - \ == 'FLOAT64' \n else dtypes.string for field in CSV_SCHEMA\n\ - \ if not field.name in UNUSED_COLUMNS),\n requested_streams=2)\n\ - \n dataset = read_session.parallel_read_rows()\n transformed_ds\ - \ = dataset.map(transform_row)\n return transformed_ds\n\n eval_ds\ - \ = read_bigquery(table).batch(batch_size)\n keras_model = tf.keras.models.load_model(model.path)\n\ - \ tensorboard = tf.keras.callbacks.TensorBoard(log_dir=tb_log_dir)\n\ - \ loss, accuracy = keras_model.evaluate(eval_ds, callbacks=[tensorboard])\n\ - \ metrics.log_metric(\"accuracy\", accuracy)\n # Deploy the model\ - \ only if its accuracy is higher than 80 percent\n if accuracy > 0.8:\n\ - \ dep_decision = \"true\"\n keras_model.save(model_dir)\n\ - \ else:\n dep_decision = \"false\"\n return (dep_decision,)\n\ - \n" - image: us-central1-docker.pkg.dev/prj-c-bu3artifacts-5wdo/c-publish-artifacts/vertexpipeline:v2 -pipelineInfo: - name: custom-eval-model -root: - dag: - outputs: - artifacts: - custom-eval-model-metrics: - artifactSelectors: - - outputArtifactKey: metrics - producerSubtask: custom-eval-model - metrics: - artifactSelectors: - - outputArtifactKey: metrics - producerSubtask: custom-eval-model - parameters: - dep_decision: - valueFromParameter: - outputParameterKey: dep_decision - producerSubtask: custom-eval-model - tasks: - custom-eval-model: - cachingOptions: - enableCache: true - componentRef: - name: comp-custom-eval-model - inputs: - artifacts: - model: - componentInputArtifact: model - parameters: - batch_size: - componentInputParameter: batch_size - dataset: - componentInputParameter: dataset - model_dir: - componentInputParameter: model_dir - project: - componentInputParameter: project - table: - componentInputParameter: table - tb_log_dir: - componentInputParameter: tb_log_dir - taskInfo: - name: custom-eval-model - inputDefinitions: - artifacts: - model: - artifactType: - schemaTitle: system.Model - schemaVersion: 0.0.1 - parameters: - batch_size: - defaultValue: 32.0 - isOptional: true - parameterType: NUMBER_INTEGER - dataset: - parameterType: STRING - model_dir: - parameterType: STRING - project: - parameterType: STRING - table: - parameterType: STRING - tb_log_dir: - parameterType: STRING - outputDefinitions: - artifacts: - custom-eval-model-metrics: - artifactType: - schemaTitle: system.Metrics - schemaVersion: 0.0.1 - metrics: - artifactType: - schemaTitle: system.Metrics - schemaVersion: 0.0.1 - parameters: - dep_decision: - parameterType: STRING -schemaVersion: 2.1.0 -sdkVersion: kfp-2.7.0 diff --git a/vertexpipeline/components/custom_training_component/training.yaml b/vertexpipeline/components/custom_training_component/training.yaml deleted file mode 100644 index fea22a96..00000000 --- a/vertexpipeline/components/custom_training_component/training.yaml +++ /dev/null @@ -1,215 +0,0 @@ -# Copyright 2024 Google LLC -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# https://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# -# PIPELINE DEFINITION -# Name: custom-train-model -# Inputs: -# batch_size: int [Default: 32.0] -# dataset: str -# epochs: int [Default: 5.0] -# lr: float [Default: 0.01] -# project: str -# table: str -# tb_log_dir: str -# Outputs: -# model: system.Model -components: - comp-custom-train-model: - executorLabel: exec-custom-train-model - inputDefinitions: - parameters: - batch_size: - defaultValue: 32.0 - isOptional: true - parameterType: NUMBER_INTEGER - dataset: - parameterType: STRING - epochs: - defaultValue: 5.0 - isOptional: true - parameterType: NUMBER_INTEGER - lr: - defaultValue: 0.01 - isOptional: true - parameterType: NUMBER_DOUBLE - project: - parameterType: STRING - table: - parameterType: STRING - tb_log_dir: - parameterType: STRING - outputDefinitions: - artifacts: - model: - artifactType: - schemaTitle: system.Model - schemaVersion: 0.0.1 -deploymentSpec: - executors: - exec-custom-train-model: - container: - args: - - --executor_input - - '{{$}}' - - --function_to_execute - - custom_train_model - command: - - sh - - -c - - "\nif ! [ -x \"$(command -v pip)\" ]; then\n python3 -m ensurepip ||\ - \ python3 -m ensurepip --user || apt-get install python3-pip\nfi\n\nPIP_DISABLE_PIP_VERSION_CHECK=1\ - \ python3 -m pip install --quiet --no-warn-script-location 'kfp==2.7.0'\ - \ '--no-deps' 'typing-extensions>=3.7.4,<5; python_version<\"3.9\"' && \"\ - $0\" \"$@\"\n" - - sh - - -ec - - 'program_path=$(mktemp -d) - - - printf "%s" "$0" > "$program_path/ephemeral_component.py" - - _KFP_RUNTIME=true python3 -m kfp.dsl.executor_main --component_module_path "$program_path/ephemeral_component.py" "$@" - - ' - - "\nimport kfp\nfrom kfp import dsl\nfrom kfp.dsl import *\nfrom typing import\ - \ *\n\ndef custom_train_model(\n project: str,\n table: str,\n \ - \ dataset: str,\n tb_log_dir: str,\n model: Output[Model],\n epochs:\ - \ int = 5,\n batch_size: int = 32,\n lr: float = 0.01, # not used\ - \ here but can be passed to an optimizer\n):\n\n from tensorflow.python.framework\ - \ import ops\n from tensorflow.python.framework import dtypes\n from\ - \ tensorflow_io.bigquery import BigQueryClient\n from tensorflow_io.bigquery\ - \ import BigQueryReadSession\n from tensorflow import feature_column\n\ - \ from google.cloud import bigquery\n\n import tensorflow as tf\n\ - \ CSV_SCHEMA = [\n bigquery.SchemaField(\"age\", \"FLOAT64\"),\n\ - \ bigquery.SchemaField(\"workclass\", \"STRING\"),\n bigquery.SchemaField(\"\ - fnlwgt\", \"FLOAT64\"),\n bigquery.SchemaField(\"education\", \"STRING\"\ - ),\n bigquery.SchemaField(\"education_num\", \"FLOAT64\"),\n bigquery.SchemaField(\"\ - marital_status\", \"STRING\"),\n bigquery.SchemaField(\"occupation\"\ - , \"STRING\"),\n bigquery.SchemaField(\"relationship\", \"STRING\"\ - ),\n bigquery.SchemaField(\"race\", \"STRING\"),\n bigquery.SchemaField(\"\ - gender\", \"STRING\"),\n bigquery.SchemaField(\"capital_gain\", \"\ - FLOAT64\"),\n bigquery.SchemaField(\"capital_loss\", \"FLOAT64\"),\n\ - \ bigquery.SchemaField(\"hours_per_week\", \"FLOAT64\"),\n bigquery.SchemaField(\"\ - native_country\", \"STRING\"),\n bigquery.SchemaField(\"income_bracket\"\ - , \"STRING\"),\n ]\n\n UNUSED_COLUMNS = [\"fnlwgt\", \"education_num\"\ - ]\n def transform_row(row_dict):\n # Trim all string tensors\n\ - \ trimmed_dict = { column:\n (tf.strings.strip(tensor)\ - \ if tensor.dtype == 'string' else tensor) \n for (column,tensor)\ - \ in row_dict.items()\n }\n # Extract feature\ - \ column\n income_bracket = trimmed_dict.pop('income_bracket')\n\ - \ # Convert feature column to 0.0/1.0\n income_bracket_float\ - \ = tf.cond(tf.equal(tf.strings.strip(income_bracket), '>50K'), \n \ - \ lambda: tf.constant(1.0), \n lambda:\ - \ tf.constant(0.0))\n return (trimmed_dict, income_bracket_float)\n\ - \n def read_bigquery(table_name, dataset=dataset):\n tensorflow_io_bigquery_client\ - \ = BigQueryClient()\n read_session = tensorflow_io_bigquery_client.read_session(\n\ - \ \"projects/\" + project,\n project, table, dataset,\n\ - \ list(field.name for field in CSV_SCHEMA \n if not\ - \ field.name in UNUSED_COLUMNS),\n list(dtypes.double if field.field_type\ - \ == 'FLOAT64' \n else dtypes.string for field in CSV_SCHEMA\n\ - \ if not field.name in UNUSED_COLUMNS),\n requested_streams=2)\n\ - \n dataset = read_session.parallel_read_rows()\n transformed_ds\ - \ = dataset.map(transform_row)\n return transformed_ds\n\n training_ds\ - \ = read_bigquery(table).shuffle(10000).batch(batch_size)\n\n\n\n feature_columns\ - \ = []\n def get_categorical_feature_values(column):\n query =\ - \ 'SELECT DISTINCT TRIM({}) FROM `{}`.{}.{}'.format(column, project, dataset,\ - \ table)\n client = bigquery.Client(project=project)\n dataset_ref\ - \ = client.dataset(dataset)\n job_config = bigquery.QueryJobConfig()\n\ - \ query_job = client.query(query, job_config=job_config)\n \ - \ result = query_job.to_dataframe()\n return result.values[:,0]\n\ - \n # numeric cols\n for header in ['capital_gain', 'capital_loss',\ - \ 'hours_per_week']:\n feature_columns.append(feature_column.numeric_column(header))\n\ - \n # categorical cols\n for header in ['workclass', 'marital_status',\ - \ 'occupation', 'relationship',\n 'race', 'native_country',\ - \ 'education']:\n categorical_feature = feature_column.categorical_column_with_vocabulary_list(\n\ - \ header, get_categorical_feature_values(header))\n categorical_feature_one_hot\ - \ = feature_column.indicator_column(categorical_feature)\n feature_columns.append(categorical_feature_one_hot)\n\ - \n # bucketized cols\n age = feature_column.numeric_column('age')\n\ - \ age_buckets = feature_column.bucketized_column(age, boundaries=[18,\ - \ 25, 30, 35, 40, 45, 50, 55, 60, 65])\n feature_columns.append(age_buckets)\n\ - \n feature_layer = tf.keras.layers.DenseFeatures(feature_columns)\n\n\ - \n Dense = tf.keras.layers.Dense\n keras_model = tf.keras.Sequential(\n\ - \ [\n feature_layer,\n Dense(100, activation=tf.nn.relu,\ - \ kernel_initializer='uniform'),\n Dense(75, activation=tf.nn.relu),\n\ - \ Dense(50, activation=tf.nn.relu),\n Dense(25, activation=tf.nn.relu),\n\ - \ Dense(1, activation=tf.nn.sigmoid)\n ])\n\n tensorboard\ - \ = tf.keras.callbacks.TensorBoard(log_dir=tb_log_dir)\n # Compile Keras\ - \ model\n keras_model.compile(loss='binary_crossentropy', metrics=['accuracy'])\n\ - \ keras_model.fit(training_ds, epochs=epochs, callbacks=[tensorboard])\n\ - \ keras_model.save(model.path)\n\n" - image: us-central1-docker.pkg.dev/prj-c-bu3artifacts-5wdo/c-publish-artifacts/vertexpipeline:v2 -pipelineInfo: - name: custom-train-model -root: - dag: - outputs: - artifacts: - model: - artifactSelectors: - - outputArtifactKey: model - producerSubtask: custom-train-model - tasks: - custom-train-model: - cachingOptions: - enableCache: true - componentRef: - name: comp-custom-train-model - inputs: - parameters: - batch_size: - componentInputParameter: batch_size - dataset: - componentInputParameter: dataset - epochs: - componentInputParameter: epochs - lr: - componentInputParameter: lr - project: - componentInputParameter: project - table: - componentInputParameter: table - tb_log_dir: - componentInputParameter: tb_log_dir - taskInfo: - name: custom-train-model - inputDefinitions: - parameters: - batch_size: - defaultValue: 32.0 - isOptional: true - parameterType: NUMBER_INTEGER - dataset: - parameterType: STRING - epochs: - defaultValue: 5.0 - isOptional: true - parameterType: NUMBER_INTEGER - lr: - defaultValue: 0.01 - isOptional: true - parameterType: NUMBER_DOUBLE - project: - parameterType: STRING - table: - parameterType: STRING - tb_log_dir: - parameterType: STRING - outputDefinitions: - artifacts: - model: - artifactType: - schemaTitle: system.Model - schemaVersion: 0.0.1 -schemaVersion: 2.1.0 -sdkVersion: kfp-2.7.0 diff --git a/vertexpipeline/components/deployment_component/deploy.yaml b/vertexpipeline/components/deployment_component/deploy.yaml deleted file mode 100644 index 2354935e..00000000 --- a/vertexpipeline/components/deployment_component/deploy.yaml +++ /dev/null @@ -1,241 +0,0 @@ -# Copyright 2024 Google LLC -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# https://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# -# PIPELINE DEFINITION -# Name: deploy-model -# Inputs: -# encryption: str -# endpoint_name: str -# max_nodes: int -# min_nodes: int -# model: system.Model -# model_dir: str -# model_name: str -# project_id: str -# region: str -# service_account: str -# serving_container_image_uri: str -# split: int -# Outputs: -# vertex_endpoint: system.Model -# vertex_model: system.Model -components: - comp-deploy-model: - executorLabel: exec-deploy-model - inputDefinitions: - artifacts: - model: - artifactType: - schemaTitle: system.Model - schemaVersion: 0.0.1 - parameters: - encryption: - parameterType: STRING - endpoint_name: - parameterType: STRING - max_nodes: - parameterType: NUMBER_INTEGER - min_nodes: - parameterType: NUMBER_INTEGER - model_dir: - parameterType: STRING - model_name: - parameterType: STRING - project_id: - parameterType: STRING - region: - parameterType: STRING - service_account: - parameterType: STRING - serving_container_image_uri: - parameterType: STRING - split: - parameterType: NUMBER_INTEGER - outputDefinitions: - artifacts: - vertex_endpoint: - artifactType: - schemaTitle: system.Model - schemaVersion: 0.0.1 - vertex_model: - artifactType: - schemaTitle: system.Model - schemaVersion: 0.0.1 -deploymentSpec: - executors: - exec-deploy-model: - container: - args: - - --executor_input - - '{{$}}' - - --function_to_execute - - deploy_model - command: - - sh - - -c - - "\nif ! [ -x \"$(command -v pip)\" ]; then\n python3 -m ensurepip ||\ - \ python3 -m ensurepip --user || apt-get install python3-pip\nfi\n\nPIP_DISABLE_PIP_VERSION_CHECK=1\ - \ python3 -m pip install --quiet --no-warn-script-location 'kfp==2.7.0'\ - \ '--no-deps' 'typing-extensions>=3.7.4,<5; python_version<\"3.9\"' && \"\ - $0\" \"$@\"\n" - - sh - - -ec - - 'program_path=$(mktemp -d) - - - printf "%s" "$0" > "$program_path/ephemeral_component.py" - - _KFP_RUNTIME=true python3 -m kfp.dsl.executor_main --component_module_path "$program_path/ephemeral_component.py" "$@" - - ' - - "\nimport kfp\nfrom kfp import dsl\nfrom kfp.dsl import *\nfrom typing import\ - \ *\n\ndef deploy_model(\n serving_container_image_uri: str,\n \ - \ model_name: str,\n model_dir: str,\n endpoint_name:\ - \ str,\n project_id: str,\n region: str,\n split: int,\n\ - \ min_nodes: int,\n max_nodes: int,\n encryption: str,\n\ - \ service_account: str,\n model: Input[Model],\n vertex_model:\ - \ Output[Model],\n vertex_endpoint: Output[Model]\n):\n from google.cloud\ - \ import aiplatform \n aiplatform.init(service_account=service_account)\n\ - \ def create_endpoint():\n endpoints = aiplatform.Endpoint.list(\n\ - \ filter=f'display_name=\"{endpoint_name}\"',\n order_by='create_time\ - \ desc',\n project=project_id,\n location=region,\n \ - \ )\n if len(endpoints) > 0:\n endpoint = endpoints[0]\ - \ # most recently created\n else:\n endpoint = aiplatform.Endpoint.create(\n\ - \ display_name=endpoint_name,\n project=project_id,\n\ - \ location=region,\n encryption_spec_key_name=encryption\n\ - \ )\n return endpoint\n\n endpoint = create_endpoint()\n\ - \n\n def upload_model():\n listed_model = aiplatform.Model.list(\n\ - \ filter=f'display_name=\"{model_name}\"',\n project=project_id,\n\ - \ location=region,\n )\n if len(listed_model) > 0:\n\ - \ model_version = listed_model[0]\n model_upload =\ - \ aiplatform.Model.upload(\n display_name=model_name,\n\ - \ parent_model=model_version.resource_name,\n \ - \ artifact_uri=model_dir,\n serving_container_image_uri=serving_container_image_uri,\n\ - \ location=region,\n project=project_id,\n\ - \ encryption_spec_key_name=encryption\n )\n\ - \ else:\n model_upload = aiplatform.Model.upload(\n \ - \ display_name=model_name,\n artifact_uri=model_dir,\n\ - \ serving_container_image_uri=serving_container_image_uri,\n\ - \ location=region,\n project=project_id,\n\ - \ encryption_spec_key_name=encryption,\n\n \ - \ )\n return model_upload\n\n uploaded_model = upload_model()\n\ - \n # Save data to the output params\n vertex_model.uri = uploaded_model.resource_name\n\ - \ def deploy_to_endpoint(model, endpoint):\n deployed_models =\ - \ endpoint.list_models()\n if len(deployed_models) > 0:\n \ - \ latest_model_id = deployed_models[-1].id\n print(\"your\ - \ objects properties:\", deployed_models[0].create_time.__dir__())\n \ - \ model_deploy = uploaded_model.deploy(\n # machine_type=\"\ - n1-standard-4\",\n endpoint=endpoint,\n traffic_split={\"\ - 0\": 25, latest_model_id: 75},\n deployed_model_display_name=model_name,\n\ - \ min_replica_count=min_nodes,\n max_replica_count=max_nodes,\n\ - \ encryption_spec_key_name=encryption,\n service_account=service_account\n\ - \ )\n else:\n model_deploy = uploaded_model.deploy(\n\ - \ # machine_type=\"n1-standard-4\",\n endpoint=endpoint,\n\ - \ traffic_split={\"0\": 100},\n min_replica_count=min_nodes,\n\ - \ max_replica_count=max_nodes,\n deployed_model_display_name=model_name,\n\ - \ encryption_spec_key_name=encryption,\n service_account=service_account\n\ - \ )\n return model_deploy.resource_name\n\n vertex_endpoint.uri\ - \ = deploy_to_endpoint(vertex_model, endpoint)\n vertex_endpoint.metadata['resourceName']=endpoint.resource_name\n\ - \n" - image: us-central1-docker.pkg.dev/prj-c-bu3artifacts-5wdo/c-publish-artifacts/vertexpipeline:v2 -pipelineInfo: - name: deploy-model -root: - dag: - outputs: - artifacts: - vertex_endpoint: - artifactSelectors: - - outputArtifactKey: vertex_endpoint - producerSubtask: deploy-model - vertex_model: - artifactSelectors: - - outputArtifactKey: vertex_model - producerSubtask: deploy-model - tasks: - deploy-model: - cachingOptions: - enableCache: true - componentRef: - name: comp-deploy-model - inputs: - artifacts: - model: - componentInputArtifact: model - parameters: - encryption: - componentInputParameter: encryption - endpoint_name: - componentInputParameter: endpoint_name - max_nodes: - componentInputParameter: max_nodes - min_nodes: - componentInputParameter: min_nodes - model_dir: - componentInputParameter: model_dir - model_name: - componentInputParameter: model_name - project_id: - componentInputParameter: project_id - region: - componentInputParameter: region - service_account: - componentInputParameter: service_account - serving_container_image_uri: - componentInputParameter: serving_container_image_uri - split: - componentInputParameter: split - taskInfo: - name: deploy-model - inputDefinitions: - artifacts: - model: - artifactType: - schemaTitle: system.Model - schemaVersion: 0.0.1 - parameters: - encryption: - parameterType: STRING - endpoint_name: - parameterType: STRING - max_nodes: - parameterType: NUMBER_INTEGER - min_nodes: - parameterType: NUMBER_INTEGER - model_dir: - parameterType: STRING - model_name: - parameterType: STRING - project_id: - parameterType: STRING - region: - parameterType: STRING - service_account: - parameterType: STRING - serving_container_image_uri: - parameterType: STRING - split: - parameterType: NUMBER_INTEGER - outputDefinitions: - artifacts: - vertex_endpoint: - artifactType: - schemaTitle: system.Model - schemaVersion: 0.0.1 - vertex_model: - artifactType: - schemaTitle: system.Model - schemaVersion: 0.0.1 -schemaVersion: 2.1.0 -sdkVersion: kfp-2.7.0 diff --git a/vertexpipeline/components/monitoring_component/monitoring.yaml b/vertexpipeline/components/monitoring_component/monitoring.yaml deleted file mode 100644 index 8cd72d2e..00000000 --- a/vertexpipeline/components/monitoring_component/monitoring.yaml +++ /dev/null @@ -1,192 +0,0 @@ -# Copyright 2024 Google LLC -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# https://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# -# PIPELINE DEFINITION -# Name: create-monitoring -# Inputs: -# bq_data_uri: str -# bucket_name: str -# email: str -# encryption: str -# endpoint: system.Model -# monitoring_name: str -# project_id: str -# region: str -# service_account: str -components: - comp-create-monitoring: - executorLabel: exec-create-monitoring - inputDefinitions: - artifacts: - endpoint: - artifactType: - schemaTitle: system.Model - schemaVersion: 0.0.1 - parameters: - bq_data_uri: - parameterType: STRING - bucket_name: - parameterType: STRING - email: - parameterType: STRING - encryption: - parameterType: STRING - monitoring_name: - parameterType: STRING - project_id: - parameterType: STRING - region: - parameterType: STRING - service_account: - parameterType: STRING -deploymentSpec: - executors: - exec-create-monitoring: - container: - args: - - --executor_input - - '{{$}}' - - --function_to_execute - - create_monitoring - command: - - sh - - -c - - "\nif ! [ -x \"$(command -v pip)\" ]; then\n python3 -m ensurepip ||\ - \ python3 -m ensurepip --user || apt-get install python3-pip\nfi\n\nPIP_DISABLE_PIP_VERSION_CHECK=1\ - \ python3 -m pip install --quiet --no-warn-script-location 'kfp==2.7.0'\ - \ '--no-deps' 'typing-extensions>=3.7.4,<5; python_version<\"3.9\"' && \"\ - $0\" \"$@\"\n" - - sh - - -ec - - 'program_path=$(mktemp -d) - - - printf "%s" "$0" > "$program_path/ephemeral_component.py" - - _KFP_RUNTIME=true python3 -m kfp.dsl.executor_main --component_module_path "$program_path/ephemeral_component.py" "$@" - - ' - - "\nimport kfp\nfrom kfp import dsl\nfrom kfp.dsl import *\nfrom typing import\ - \ *\n\ndef create_monitoring(\n monitoring_name: str,\n project_id:\ - \ str,\n region: str,\n endpoint: Input[Model],\n bq_data_uri:\ - \ str,\n bucket_name: str,\n email: str,\n encryption: str,\n \ - \ service_account: str,\n):\n from google.cloud.aiplatform import model_monitoring\n\ - \ from google.cloud import aiplatform\n from google.cloud import bigquery\n\ - \ from google.cloud import storage\n from collections import OrderedDict\n\ - \ import time\n import yaml\n def ordered_dict_representer(self,\ - \ value): # can be a lambda if that's what you prefer\n return self.represent_mapping('tag:yaml.org,2002:map',\ - \ value.items())\n yaml.add_representer(OrderedDict, ordered_dict_representer)\n\ - \n aiplatform.init(service_account=service_account)\n list_monitors\ - \ = aiplatform.ModelDeploymentMonitoringJob.list(filter=f'(state=\"JOB_STATE_SUCCEEDED\"\ - \ OR state=\"JOB_STATE_RUNNING\") AND display_name=\"{monitoring_name}\"\ - ', project=project_id)\n if len(list_monitors) == 0:\n alerting_config\ - \ = model_monitoring.EmailAlertConfig(\n user_emails=[email],\ - \ enable_logging=True\n )\n # schedule config\n MONITOR_INTERVAL\ - \ = 1\n schedule_config = model_monitoring.ScheduleConfig(monitor_interval=MONITOR_INTERVAL)\n\ - \ # sampling strategy\n SAMPLE_RATE = 0.5 \n logging_sampling_strategy\ - \ = model_monitoring.RandomSampleConfig(sample_rate=SAMPLE_RATE)\n \ - \ # drift config\n DRIFT_THRESHOLD_VALUE = 0.05\n DRIFT_THRESHOLDS\ - \ = {\n \"capital_gain\": DRIFT_THRESHOLD_VALUE,\n \ - \ \"capital_loss\": DRIFT_THRESHOLD_VALUE,\n }\n drift_config\ - \ = model_monitoring.DriftDetectionConfig(drift_thresholds=DRIFT_THRESHOLDS)\n\ - \ # Skew config\n DATASET_BQ_URI = bq_data_uri\n TARGET\ - \ = \"income_bracket\"\n SKEW_THRESHOLD_VALUE = 0.5\n SKEW_THRESHOLDS\ - \ = {\n \"capital_gain\": SKEW_THRESHOLD_VALUE,\n \ - \ \"capital_loss\": SKEW_THRESHOLD_VALUE,\n }\n skew_config\ - \ = model_monitoring.SkewDetectionConfig(\n data_source=DATASET_BQ_URI,\ - \ skew_thresholds=SKEW_THRESHOLDS, target_field=TARGET\n )\n \ - \ # objective config out of skew and drift configs\n objective_config\ - \ = model_monitoring.ObjectiveConfig(\n skew_detection_config=skew_config,\n\ - \ drift_detection_config=drift_config,\n explanation_config=None,\n\ - \ )\n\n bqclient = bigquery.Client()\n table = bigquery.TableReference.from_string(DATASET_BQ_URI[5:])\n\ - \ bq_table = bqclient.get_table(table)\n schema = bq_table.schema\n\ - \ schemayaml = OrderedDict({\n \"type\": \"object\",\n\ - \ \"properties\": {},\n \"required\": []\n \ - \ })\n for feature in schema:\n if feature.name in [\"\ - income_bracket\"]:\n continue\n if feature.field_type\ - \ == \"STRING\":\n f_type = \"string\"\n else:\n\ - \ f_type = \"number\"\n schemayaml['properties'][feature.name]\ - \ = {\"type\": f_type}\n if feature.name not in [\"fnlwgt\",\ - \ \"education_num\"]:\n schemayaml['required'].append(feature.name)\n\ - \n with open(\"monitoring_schema.yaml\", \"w\") as yaml_file:\n \ - \ yaml.dump(schemayaml, yaml_file, default_flow_style=False)\n\ - \ storage_client = storage.Client()\n bucket = storage_client.bucket(bucket_name)\n\ - \ blob = bucket.blob(\"monitoring_schema.yaml\")\n blob.upload_from_filename(\"\ - monitoring_schema.yaml\")\n\n monitoring_job = aiplatform.ModelDeploymentMonitoringJob.create(\n\ - \ display_name=monitoring_name,\n project=project_id,\n\ - \ location=region,\n endpoint=endpoint.metadata['resourceName'],\n\ - \ logging_sampling_strategy=logging_sampling_strategy,\n \ - \ schedule_config=schedule_config,\n alert_config=alerting_config,\n\ - \ objective_configs=objective_config,\n analysis_instance_schema_uri=f\"\ - gs://{bucket_name}/monitoring_schema.yaml\",\n encryption_spec_key_name=encryption,\n\ - \ )\n\n" - image: us-central1-docker.pkg.dev/prj-c-bu3artifacts-5wdo/c-publish-artifacts/vertexpipeline:v2 -pipelineInfo: - name: create-monitoring -root: - dag: - tasks: - create-monitoring: - cachingOptions: - enableCache: true - componentRef: - name: comp-create-monitoring - inputs: - artifacts: - endpoint: - componentInputArtifact: endpoint - parameters: - bq_data_uri: - componentInputParameter: bq_data_uri - bucket_name: - componentInputParameter: bucket_name - email: - componentInputParameter: email - encryption: - componentInputParameter: encryption - monitoring_name: - componentInputParameter: monitoring_name - project_id: - componentInputParameter: project_id - region: - componentInputParameter: region - service_account: - componentInputParameter: service_account - taskInfo: - name: create-monitoring - inputDefinitions: - artifacts: - endpoint: - artifactType: - schemaTitle: system.Model - schemaVersion: 0.0.1 - parameters: - bq_data_uri: - parameterType: STRING - bucket_name: - parameterType: STRING - email: - parameterType: STRING - encryption: - parameterType: STRING - monitoring_name: - parameterType: STRING - project_id: - parameterType: STRING - region: - parameterType: STRING - service_account: - parameterType: STRING -schemaVersion: 2.1.0 -sdkVersion: kfp-2.7.0 diff --git a/vertexpipeline/composer/dags/dag.py b/vertexpipeline/composer/dags/dag.py deleted file mode 100644 index 8111ab99..00000000 --- a/vertexpipeline/composer/dags/dag.py +++ /dev/null @@ -1,60 +0,0 @@ -# Copyright 2024 Google LLC -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# https://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# -import airflow -from airflow import DAG -from airflow.operators.python_operator import PythonOperator -from datetime import timedelta -import os - -DAGS_FOLDER = os.environ.get("DAGS_FOLDER") -COMMON_FOLDER = os.path.join(DAGS_FOLDER, "common") -file_path = os.path.join(COMMON_FOLDER, "vertex-ai-pipeline/runpipeline.py") - -default_args = { - 'start_date': airflow.utils.dates.days_ago(0), - 'retries': 2, - 'retry_delay': timedelta(minutes=10) -} - -dag = DAG( - 'vertex-ai-pipeline-test', - default_args=default_args, - description='Vertex AI Pipeline test', - schedule_interval='0 0 1 * *', - max_active_runs=1, - catchup=False, - dagrun_timeout=timedelta(minutes=60), -) - - -def run_pipeline_function_callable(): - # Import the module and call the function - import importlib.util - spec = importlib.util.spec_from_file_location("runpipeline", file_path) - module = importlib.util.module_from_spec(spec) - spec.loader.exec_module(module) - - # Create an instance of the class - pipeline_instance = module.vertex_ai_pipeline() - - # Call the execute method on the instance - pipeline_instance.execute() - - -t1 = PythonOperator( - task_id='vertexaipipelinetest', - python_callable=run_pipeline_function_callable, - dag=dag -) diff --git a/vertexpipeline/data/adult.data.csv b/vertexpipeline/data/adult.data.csv deleted file mode 100644 index 29ab9d6f..00000000 --- a/vertexpipeline/data/adult.data.csv +++ /dev/null @@ -1,32562 +0,0 @@ -age,workclass,fnlwgt,education,education_num,marital_status,occupation,relationship,race,gender,capital_gain,capital_loss,hours_per_week,native_country,income_bracket -39, State-gov,77516, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,2174,0,40, United-States, <=50K -50, Self-emp-not-inc,83311, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,13, United-States, <=50K -38, Private,215646, HS-grad,9, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -53, Private,234721, 11th,7, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,0,0,40, United-States, <=50K -28, Private,338409, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, Black, Female,0,0,40, Cuba, <=50K -37, Private,284582, Masters,14, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, <=50K -49, Private,160187, 9th,5, Married-spouse-absent, Other-service, Not-in-family, Black, Female,0,0,16, Jamaica, <=50K -52, Self-emp-not-inc,209642, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -31, Private,45781, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,14084,0,50, United-States, >50K -42, Private,159449, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,5178,0,40, United-States, >50K -37, Private,280464, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,80, United-States, >50K -30, State-gov,141297, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,40, India, >50K -23, Private,122272, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,30, United-States, <=50K -32, Private,205019, Assoc-acdm,12, Never-married, Sales, Not-in-family, Black, Male,0,0,50, United-States, <=50K -40, Private,121772, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,0,40,, >50K -34, Private,245487, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, Amer-Indian-Eskimo, Male,0,0,45, Mexico, <=50K -25, Self-emp-not-inc,176756, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Male,0,0,35, United-States, <=50K -32, Private,186824, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, White, Male,0,0,40, United-States, <=50K -38, Private,28887, 11th,7, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -43, Self-emp-not-inc,292175, Masters,14, Divorced, Exec-managerial, Unmarried, White, Female,0,0,45, United-States, >50K -40, Private,193524, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -54, Private,302146, HS-grad,9, Separated, Other-service, Unmarried, Black, Female,0,0,20, United-States, <=50K -35, Federal-gov,76845, 9th,5, Married-civ-spouse, Farming-fishing, Husband, Black, Male,0,0,40, United-States, <=50K -43, Private,117037, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,2042,40, United-States, <=50K -59, Private,109015, HS-grad,9, Divorced, Tech-support, Unmarried, White, Female,0,0,40, United-States, <=50K -56, Local-gov,216851, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -19, Private,168294, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -54,,180211, Some-college,10, Married-civ-spouse,, Husband, Asian-Pac-Islander, Male,0,0,60, South, >50K -39, Private,367260, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,80, United-States, <=50K -49, Private,193366, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -23, Local-gov,190709, Assoc-acdm,12, Never-married, Protective-serv, Not-in-family, White, Male,0,0,52, United-States, <=50K -20, Private,266015, Some-college,10, Never-married, Sales, Own-child, Black, Male,0,0,44, United-States, <=50K -45, Private,386940, Bachelors,13, Divorced, Exec-managerial, Own-child, White, Male,0,1408,40, United-States, <=50K -30, Federal-gov,59951, Some-college,10, Married-civ-spouse, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -22, State-gov,311512, Some-college,10, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,15, United-States, <=50K -48, Private,242406, 11th,7, Never-married, Machine-op-inspct, Unmarried, White, Male,0,0,40, Puerto-Rico, <=50K -21, Private,197200, Some-college,10, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -19, Private,544091, HS-grad,9, Married-AF-spouse, Adm-clerical, Wife, White, Female,0,0,25, United-States, <=50K -31, Private,84154, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,38,, >50K -48, Self-emp-not-inc,265477, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,507875, 9th,5, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,43, United-States, <=50K -53, Self-emp-not-inc,88506, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,172987, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,50, United-States, <=50K -49, Private,94638, HS-grad,9, Separated, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -25, Private,289980, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,35, United-States, <=50K -57, Federal-gov,337895, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,40, United-States, >50K -53, Private,144361, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,38, United-States, <=50K -44, Private,128354, Masters,14, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -41, State-gov,101603, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,271466, Assoc-voc,11, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,43, United-States, <=50K -25, Private,32275, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, Other, Female,0,0,40, United-States, <=50K -18, Private,226956, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,30,, <=50K -47, Private,51835, Prof-school,15, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,1902,60, Honduras, >50K -50, Federal-gov,251585, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,55, United-States, >50K -47, Self-emp-inc,109832, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,60, United-States, <=50K -43, Private,237993, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -46, Private,216666, 5th-6th,3, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Mexico, <=50K -35, Private,56352, Assoc-voc,11, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, Puerto-Rico, <=50K -41, Private,147372, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,48, United-States, <=50K -30, Private,188146, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,5013,0,40, United-States, <=50K -30, Private,59496, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,2407,0,40, United-States, <=50K -32,,293936, 7th-8th,4, Married-spouse-absent,, Not-in-family, White, Male,0,0,40,, <=50K -48, Private,149640, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,116632, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -29, Private,105598, Some-college,10, Divorced, Tech-support, Not-in-family, White, Male,0,0,58, United-States, <=50K -36, Private,155537, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,183175, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -53, Private,169846, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -49, Self-emp-inc,191681, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -25,,200681, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -19, Private,101509, Some-college,10, Never-married, Prof-specialty, Own-child, White, Male,0,0,32, United-States, <=50K -31, Private,309974, Bachelors,13, Separated, Sales, Own-child, Black, Female,0,0,40, United-States, <=50K -29, Self-emp-not-inc,162298, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,70, United-States, >50K -23, Private,211678, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -79, Private,124744, Some-college,10, Married-civ-spouse, Prof-specialty, Other-relative, White, Male,0,0,20, United-States, <=50K -27, Private,213921, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,40, Mexico, <=50K -40, Private,32214, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -67,,212759, 10th,6, Married-civ-spouse,, Husband, White, Male,0,0,2, United-States, <=50K -18, Private,309634, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,22, United-States, <=50K -31, Local-gov,125927, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -18, Private,446839, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,30, United-States, <=50K -52, Private,276515, Bachelors,13, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, Cuba, <=50K -46, Private,51618, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,40, United-States, <=50K -59, Private,159937, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,48, United-States, <=50K -44, Private,343591, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Female,14344,0,40, United-States, >50K -53, Private,346253, HS-grad,9, Divorced, Sales, Own-child, White, Female,0,0,35, United-States, <=50K -49, Local-gov,268234, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -33, Private,202051, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -30, Private,54334, 9th,5, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -43, Federal-gov,410867, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, >50K -57, Private,249977, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,286730, Some-college,10, Divorced, Craft-repair, Unmarried, White, Female,0,0,40, United-States, <=50K -28, Private,212563, Some-college,10, Divorced, Machine-op-inspct, Unmarried, Black, Female,0,0,25, United-States, <=50K -30, Private,117747, HS-grad,9, Married-civ-spouse, Sales, Wife, Asian-Pac-Islander, Female,0,1573,35,, <=50K -34, Local-gov,226296, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -29, Local-gov,115585, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,50, United-States, <=50K -48, Self-emp-not-inc,191277, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,60, United-States, >50K -37, Private,202683, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,48, United-States, >50K -48, Private,171095, Assoc-acdm,12, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, England, <=50K -32, Federal-gov,249409, HS-grad,9, Never-married, Other-service, Own-child, Black, Male,0,0,40, United-States, <=50K -76, Private,124191, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -44, Private,198282, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,60, United-States, >50K -47, Self-emp-not-inc,149116, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, <=50K -20, Private,188300, Some-college,10, Never-married, Tech-support, Own-child, White, Female,0,0,40, United-States, <=50K -29, Private,103432, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -32, Self-emp-inc,317660, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,7688,0,40, United-States, >50K -17,,304873, 10th,6, Never-married,, Own-child, White, Female,34095,0,32, United-States, <=50K -30, Private,194901, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -31, Local-gov,189265, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -42, Private,124692, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,432376, Bachelors,13, Never-married, Sales, Other-relative, White, Male,0,0,40, United-States, <=50K -38, Private,65324, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -56, Self-emp-not-inc,335605, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,1887,50, Canada, >50K -28, Private,377869, Some-college,10, Married-civ-spouse, Sales, Wife, White, Female,4064,0,25, United-States, <=50K -36, Private,102864, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,40, United-States, <=50K -53, Private,95647, 9th,5, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,50, United-States, <=50K -56, Self-emp-inc,303090, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -49, Local-gov,197371, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, >50K -55, Private,247552, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,56, United-States, <=50K -22, Private,102632, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,41, United-States, <=50K -21, Private,199915, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -40, Private,118853, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -30, Private,77143, Bachelors,13, Never-married, Exec-managerial, Own-child, Black, Male,0,0,40, Germany, <=50K -29, State-gov,267989, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -19, Private,301606, Some-college,10, Never-married, Other-service, Own-child, Black, Male,0,0,35, United-States, <=50K -47, Private,287828, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, >50K -20, Private,111697, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,1719,28, United-States, <=50K -31, Private,114937, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -35,,129305, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,365739, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -28, Private,69621, Assoc-acdm,12, Never-married, Sales, Not-in-family, White, Female,0,0,60, United-States, <=50K -24, Private,43323, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,1762,40, United-States, <=50K -38, Self-emp-not-inc,120985, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,4386,0,35, United-States, <=50K -37, Private,254202, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -46, Private,146195, Assoc-acdm,12, Divorced, Tech-support, Not-in-family, Black, Female,0,0,36, United-States, <=50K -38, Federal-gov,125933, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, Iran, >50K -43, Self-emp-not-inc,56920, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -27, Private,163127, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,35, United-States, <=50K -20, Private,34310, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,20, United-States, <=50K -49, Private,81973, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, >50K -61, Self-emp-inc,66614, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,232782, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -19, Private,316868, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,30, Mexico, <=50K -45, Private,196584, Assoc-voc,11, Never-married, Prof-specialty, Not-in-family, White, Female,0,1564,40, United-States, >50K -70, Private,105376, Some-college,10, Never-married, Tech-support, Other-relative, White, Male,0,0,40, United-States, <=50K -31, Private,185814, HS-grad,9, Never-married, Transport-moving, Unmarried, Black, Female,0,0,30, United-States, <=50K -22, Private,175374, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,24, United-States, <=50K -36, Private,108293, HS-grad,9, Widowed, Other-service, Unmarried, White, Female,0,0,24, United-States, <=50K -64, Private,181232, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,2179,40, United-States, <=50K -43,,174662, Some-college,10, Divorced,, Not-in-family, White, Female,0,0,40, United-States, <=50K -47, Local-gov,186009, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,38, Mexico, <=50K -34, Private,198183, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -33, Private,163003, Bachelors,13, Never-married, Exec-managerial, Other-relative, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -21, Private,296158, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,35, United-States, <=50K -52,,252903, HS-grad,9, Divorced,, Not-in-family, White, Male,0,0,45, United-States, >50K -48, Private,187715, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,46, United-States, <=50K -23, Private,214542, Bachelors,13, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -71, Self-emp-not-inc,494223, Some-college,10, Separated, Sales, Unmarried, Black, Male,0,1816,2, United-States, <=50K -29, Private,191535, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,60, United-States, <=50K -42, Private,228456, Bachelors,13, Separated, Other-service, Other-relative, Black, Male,0,0,50, United-States, <=50K -68,,38317, 1st-4th,2, Divorced,, Not-in-family, White, Female,0,0,20, United-States, <=50K -25, Private,252752, HS-grad,9, Never-married, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -44, Self-emp-inc,78374, Masters,14, Divorced, Exec-managerial, Unmarried, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -28, Private,88419, HS-grad,9, Never-married, Exec-managerial, Not-in-family, Asian-Pac-Islander, Female,0,0,40, England, <=50K -45, Self-emp-not-inc,201080, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -36, Private,207157, Some-college,10, Divorced, Other-service, Unmarried, White, Female,0,0,40, Mexico, <=50K -39, Federal-gov,235485, Assoc-acdm,12, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,42, United-States, <=50K -46, State-gov,102628, Masters,14, Widowed, Protective-serv, Unmarried, White, Male,0,0,40, United-States, <=50K -18, Private,25828, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,16, United-States, <=50K -66, Local-gov,54826, Assoc-voc,11, Widowed, Prof-specialty, Not-in-family, White, Female,0,0,20, United-States, <=50K -27, Private,124953, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,1980,40, United-States, <=50K -28, State-gov,175325, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,96062, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,1977,40, United-States, >50K -27, Private,428030, Bachelors,13, Never-married, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -28, State-gov,149624, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -27, Private,253814, HS-grad,9, Married-spouse-absent, Sales, Unmarried, White, Female,0,0,25, United-States, <=50K -21, Private,312956, HS-grad,9, Never-married, Craft-repair, Own-child, Black, Male,0,0,40, United-States, <=50K -34, Private,483777, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, Black, Male,0,0,40, United-States, <=50K -18, Private,183930, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,12, United-States, <=50K -33, Private,37274, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,65, United-States, <=50K -44, Local-gov,181344, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,38, United-States, >50K -43, Private,114580, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -30, Private,633742, Some-college,10, Never-married, Craft-repair, Not-in-family, Black, Male,0,0,45, United-States, <=50K -40, Private,286370, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Mexico, >50K -37, Federal-gov,29054, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,42, United-States, >50K -34, Private,304030, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,40, United-States, <=50K -41, Self-emp-not-inc,143129, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -53,,135105, Bachelors,13, Divorced,, Not-in-family, White, Female,0,0,50, United-States, <=50K -31, Private,99928, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,50, United-States, <=50K -58, State-gov,109567, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,1, United-States, >50K -38, Private,155222, Some-college,10, Divorced, Machine-op-inspct, Not-in-family, Black, Female,0,0,28, United-States, <=50K -24, Private,159567, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -41, Local-gov,523910, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -47, Private,120939, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,45, United-States, <=50K -41, Federal-gov,130760, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,24, United-States, <=50K -23, Private,197387, 5th-6th,3, Married-civ-spouse, Transport-moving, Other-relative, White, Male,0,0,40, Mexico, <=50K -36, Private,99374, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -40, Federal-gov,56795, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Female,14084,0,55, United-States, >50K -35, Private,138992, Masters,14, Married-civ-spouse, Prof-specialty, Other-relative, White, Male,7298,0,40, United-States, >50K -24, Self-emp-not-inc,32921, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -26, Private,397317, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,1876,40, United-States, <=50K -19,,170653, HS-grad,9, Never-married,, Own-child, White, Male,0,0,40, Italy, <=50K -51, Private,259323, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -42, Local-gov,254817, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Female,0,1340,40, United-States, <=50K -37, State-gov,48211, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,35, United-States, <=50K -18, Private,140164, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -36, Private,128757, Bachelors,13, Married-civ-spouse, Other-service, Husband, Black, Male,7298,0,36, United-States, >50K -35, Private,36270, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,60, United-States, <=50K -58, Self-emp-inc,210563, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,15024,0,35, United-States, >50K -17, Private,65368, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,12, United-States, <=50K -44, Local-gov,160943, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, <=50K -37, Private,208358, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -35, Private,153790, Some-college,10, Never-married, Sales, Not-in-family, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -60, Private,85815, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -54, Self-emp-inc,125417, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -37, Private,635913, Bachelors,13, Never-married, Exec-managerial, Not-in-family, Black, Male,0,0,60, United-States, >50K -50, Private,313321, Assoc-acdm,12, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Private,182609, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, Poland, <=50K -45, Private,109434, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, <=50K -25, Private,255004, 10th,6, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -31, Private,197860, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -64,,187656, 1st-4th,2, Divorced,, Not-in-family, White, Male,0,0,40, United-States, <=50K -90, Private,51744, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Male,0,2206,40, United-States, <=50K -54, Private,176681, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,20, United-States, <=50K -53, Local-gov,140359, Preschool,1, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,35, United-States, <=50K -18, Private,243313, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -60,,24215, 10th,6, Divorced,, Not-in-family, Amer-Indian-Eskimo, Female,0,0,10, United-States, <=50K -66, Self-emp-not-inc,167687, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,1409,0,50, United-States, <=50K -75, Private,314209, Assoc-voc,11, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,20, Columbia, <=50K -65, Private,176796, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -35, Private,538583, 11th,7, Separated, Transport-moving, Not-in-family, Black, Male,3674,0,40, United-States, <=50K -41, Private,130408, HS-grad,9, Divorced, Sales, Unmarried, Black, Female,0,0,38, United-States, <=50K -25, Private,159732, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,42, United-States, <=50K -33, Private,110978, Some-college,10, Divorced, Craft-repair, Other-relative, Other, Female,0,0,40, United-States, <=50K -28, Private,76714, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,55, United-States, >50K -59, State-gov,268700, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -40, State-gov,170525, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,38, United-States, <=50K -41, Private,180138, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, Iran, >50K -38, Local-gov,115076, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,70, United-States, >50K -23, Private,115458, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -40, Private,347890, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -41, Self-emp-not-inc,196001, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,20, United-States, <=50K -24, State-gov,273905, Assoc-acdm,12, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,50, United-States, <=50K -20,,119156, Some-college,10, Never-married,, Own-child, White, Male,0,0,20, United-States, <=50K -38, Private,179488, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,1741,40, United-States, <=50K -56, Private,203580, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,35,, <=50K -58, Private,236596, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,45, United-States, >50K -32, Private,183916, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,34, United-States, <=50K -40, Private,207578, Assoc-acdm,12, Married-civ-spouse, Tech-support, Husband, White, Male,0,1977,60, United-States, >50K -45, Private,153141, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40,, <=50K -41, Private,112763, Prof-school,15, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -42, Private,390781, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, Black, Female,0,0,40, United-States, <=50K -59, Local-gov,171328, 10th,6, Widowed, Other-service, Unmarried, Black, Female,0,0,30, United-States, <=50K -19, Local-gov,27382, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -58, Private,259014, Some-college,10, Never-married, Transport-moving, Not-in-family, White, Male,0,0,20, United-States, <=50K -42, Self-emp-not-inc,303044, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, Asian-Pac-Islander, Male,0,0,40, Cambodia, >50K -20, Private,117789, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -32, Private,172579, HS-grad,9, Separated, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -45, Private,187666, Assoc-voc,11, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,45, United-States, <=50K -50, Private,204518, 7th-8th,4, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -36, Private,150042, Bachelors,13, Divorced, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -45, Private,98092, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -17, Private,245918, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,12, United-States, <=50K -59, Private,146013, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,4064,0,40, United-States, <=50K -26, Private,378322, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -37, Self-emp-inc,257295, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,75, Thailand, >50K -19,,218956, Some-college,10, Never-married,, Own-child, White, Male,0,0,24, Canada, <=50K -64, Private,21174, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -33, Private,185480, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,45, United-States, <=50K -33, Private,222205, HS-grad,9, Married-civ-spouse, Craft-repair, Wife, White, Female,0,0,40, United-States, >50K -61, Private,69867, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -17, Private,191260, 9th,5, Never-married, Other-service, Own-child, White, Male,1055,0,24, United-States, <=50K -50, Self-emp-not-inc,30653, Masters,14, Married-civ-spouse, Farming-fishing, Husband, White, Male,2407,0,98, United-States, <=50K -27, Local-gov,209109, Masters,14, Never-married, Prof-specialty, Own-child, White, Male,0,0,35, United-States, <=50K -30, Private,70377, HS-grad,9, Divorced, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -43, Private,477983, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,0,0,40, United-States, <=50K -44, Private,170924, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,7298,0,40, United-States, >50K -35, Private,190174, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -25, Private,193787, Some-college,10, Never-married, Tech-support, Own-child, White, Female,0,0,40, United-States, <=50K -24, Private,279472, Some-college,10, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,7298,0,48, United-States, >50K -22, Private,34918, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,15, Germany, <=50K -42, Local-gov,97688, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,5178,0,40, United-States, >50K -34, Private,175413, Assoc-acdm,12, Divorced, Sales, Unmarried, Black, Female,0,0,45, United-States, <=50K -60, Private,173960, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,42, United-States, <=50K -21, Private,205759, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -57, Federal-gov,425161, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,15024,0,40, United-States, >50K -41, Private,220531, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -50, Private,176609, Some-college,10, Divorced, Other-service, Not-in-family, White, Male,0,0,45, United-States, <=50K -25, Private,371987, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -50, Private,193884, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Ecuador, <=50K -36, Private,200352, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, <=50K -31, Private,127595, HS-grad,9, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -29, Local-gov,220419, Bachelors,13, Never-married, Protective-serv, Not-in-family, White, Male,0,0,56, United-States, <=50K -21, Private,231931, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,45, United-States, <=50K -27, Private,248402, Bachelors,13, Never-married, Tech-support, Unmarried, Black, Female,0,0,40, United-States, <=50K -65, Private,111095, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,16, United-States, <=50K -37, Self-emp-inc,57424, Bachelors,13, Divorced, Sales, Not-in-family, White, Female,0,0,60, United-States, <=50K -39,,157443, Masters,14, Married-civ-spouse,, Wife, Asian-Pac-Islander, Female,3464,0,40,, <=50K -24, Private,278130, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -38, Private,169469, HS-grad,9, Divorced, Sales, Not-in-family, White, Male,0,0,80, United-States, <=50K -48, Private,146268, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,7688,0,40, United-States, >50K -21, Private,153718, Some-college,10, Never-married, Other-service, Not-in-family, Asian-Pac-Islander, Female,0,0,25, United-States, <=50K -31, Private,217460, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, >50K -55, Private,238638, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,4386,0,40, United-States, >50K -24, Private,303296, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, Asian-Pac-Islander, Female,0,0,40, Laos, <=50K -43, Private,173321, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -26, Private,193945, Assoc-acdm,12, Never-married, Tech-support, Not-in-family, White, Male,0,0,45, United-States, <=50K -46, Private,83082, Assoc-acdm,12, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,33, United-States, <=50K -35, Private,193815, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -41, Self-emp-inc,34987, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,54, United-States, >50K -26, Private,59306, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -34, Private,142897, Masters,14, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,7298,0,35, Taiwan, >50K -19,,860348, Some-college,10, Never-married,, Own-child, Black, Female,0,0,25, United-States, <=50K -36, Self-emp-not-inc,205607, Bachelors,13, Divorced, Prof-specialty, Not-in-family, Black, Female,0,0,40, United-States, >50K -22, Private,199698, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,15, United-States, <=50K -24, Private,191954, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -77, Self-emp-not-inc,138714, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,399087, 5th-6th,3, Married-civ-spouse, Machine-op-inspct, Other-relative, White, Female,0,0,40, Mexico, <=50K -29, Private,423158, Some-college,10, Never-married, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -62, Private,159841, HS-grad,9, Widowed, Other-service, Not-in-family, White, Female,0,0,24, United-States, <=50K -39, Self-emp-not-inc,174308, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -43, Private,50356, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1485,50, United-States, <=50K -35, Private,186110, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,45, United-States, <=50K -29, Private,200381, 11th,7, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -76, Self-emp-not-inc,174309, Masters,14, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,10, United-States, <=50K -63, Self-emp-not-inc,78383, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,45, United-States, <=50K -23,,211601, Assoc-voc,11, Never-married,, Own-child, Black, Female,0,0,15, United-States, <=50K -43, Private,187728, Some-college,10, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,1887,50, United-States, >50K -58, Self-emp-not-inc,321171, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -66, Private,127921, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,2050,0,55, United-States, <=50K -41, Private,206565, Some-college,10, Never-married, Craft-repair, Not-in-family, Black, Male,0,0,45, United-States, <=50K -26, Private,224563, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -47, Private,178686, Assoc-voc,11, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -55, Local-gov,98545, 10th,6, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -53, Private,242606, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -17, Private,270942, 5th-6th,3, Never-married, Other-service, Other-relative, White, Male,0,0,48, Mexico, <=50K -30, Private,94235, HS-grad,9, Never-married, Craft-repair, Other-relative, White, Male,0,0,40, United-States, <=50K -49, Private,71195, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,60, United-States, <=50K -19, Private,104112, HS-grad,9, Never-married, Sales, Unmarried, Black, Male,0,0,30, Haiti, <=50K -45, Private,261192, HS-grad,9, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,40, United-States, <=50K -26, Private,94936, Assoc-acdm,12, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -38, Private,296478, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,7298,0,40, United-States, >50K -36, State-gov,119272, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,7298,0,40, United-States, >50K -33, Private,85043, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,20, United-States, <=50K -22, State-gov,293364, Some-college,10, Never-married, Protective-serv, Own-child, Black, Female,0,0,40, United-States, <=50K -43, Self-emp-not-inc,241895, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,42, United-States, <=50K -67,,36135, 11th,7, Married-civ-spouse,, Husband, White, Male,0,0,8, United-States, <=50K -30,,151989, Assoc-voc,11, Divorced,, Unmarried, White, Female,0,0,40, United-States, <=50K -56, Private,101128, Assoc-acdm,12, Married-spouse-absent, Other-service, Not-in-family, White, Male,0,0,25, Iran, <=50K -31, Private,156464, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,25, United-States, <=50K -33, Private,117963, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -26, Private,192262, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,111363, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -46, Local-gov,329752, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,30, United-States, <=50K -59,,372020, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, >50K -38, Federal-gov,95432, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -65, Private,161400, 11th,7, Widowed, Other-service, Unmarried, Other, Male,0,0,40, United-States, <=50K -40, Private,96129, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -42, Private,111949, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,35, United-States, <=50K -26, Self-emp-not-inc,117125, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Portugal, <=50K -36, Private,348022, 10th,6, Married-civ-spouse, Other-service, Wife, White, Female,0,0,24, United-States, <=50K -62, Private,270092, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -43, Private,180609, Bachelors,13, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, <=50K -43, Private,174575, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,1564,45, United-States, >50K -22, Private,410439, HS-grad,9, Married-spouse-absent, Sales, Not-in-family, White, Male,0,0,55, United-States, <=50K -28, Private,92262, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -56, Self-emp-not-inc,183081, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -22, Private,362589, Assoc-acdm,12, Never-married, Sales, Not-in-family, White, Female,0,0,15, United-States, <=50K -57, Private,212448, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,45, United-States, >50K -39, Private,481060, HS-grad,9, Divorced, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -26, Federal-gov,185885, Some-college,10, Never-married, Adm-clerical, Unmarried, White, Female,0,0,15, United-States, <=50K -17, Private,89821, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,10, United-States, <=50K -40, State-gov,184018, Assoc-voc,11, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,38, United-States, >50K -45, Private,256649, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, <=50K -44, Private,160323, HS-grad,9, Never-married, Craft-repair, Not-in-family, Black, Male,0,0,40, United-States, <=50K -20, Local-gov,350845, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,10, United-States, <=50K -33, Private,267404, HS-grad,9, Married-civ-spouse, Craft-repair, Wife, White, Female,0,0,40, United-States, <=50K -23, Private,35633, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -46, Self-emp-not-inc,80914, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,30, United-States, <=50K -38, Private,172927, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -54, Private,174319, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -46, Private,214955, 5th-6th,3, Divorced, Craft-repair, Not-in-family, White, Female,0,2339,45, United-States, <=50K -25, Private,344991, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -46, Private,108699, Some-college,10, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -36, Local-gov,117312, Some-college,10, Married-civ-spouse, Transport-moving, Wife, White, Female,0,0,40, United-States, <=50K -23, Private,396099, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,25, United-States, <=50K -29, Private,134152, HS-grad,9, Separated, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -44, Private,162028, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,2415,6, United-States, >50K -19, Private,25429, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,16, United-States, <=50K -19, Private,232392, HS-grad,9, Never-married, Other-service, Other-relative, White, Female,0,0,40, United-States, <=50K -35, Private,220098, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,40, United-States, >50K -27, Private,301302, Bachelors,13, Never-married, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -46, Self-emp-not-inc,277946, Assoc-acdm,12, Separated, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -34, State-gov,98101, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,45,, >50K -34, Private,196164, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,35, United-States, <=50K -44, Private,115562, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -45, Private,96975, Some-college,10, Divorced, Handlers-cleaners, Unmarried, White, Female,0,0,40, United-States, <=50K -20,,137300, HS-grad,9, Never-married,, Other-relative, White, Female,0,0,35, United-States, <=50K -25, Private,86872, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -52, Self-emp-inc,132178, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -20, Private,416103, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -28, Private,108574, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -50, State-gov,288353, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -34, Private,227689, Assoc-voc,11, Divorced, Tech-support, Not-in-family, White, Female,0,0,64, United-States, <=50K -28, Private,166481, 7th-8th,4, Married-civ-spouse, Handlers-cleaners, Husband, Other, Male,0,2179,40, Puerto-Rico, <=50K -41, Private,445382, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,65, United-States, >50K -28, Private,110145, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -46, Self-emp-not-inc,317253, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,25, United-States, <=50K -28,,123147, Some-college,10, Married-civ-spouse,, Wife, White, Female,0,1887,40, United-States, >50K -32, Private,364657, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -41, Local-gov,42346, Some-college,10, Divorced, Other-service, Not-in-family, Black, Female,0,0,24, United-States, <=50K -24, Private,241951, HS-grad,9, Never-married, Handlers-cleaners, Unmarried, Black, Female,0,0,40, United-States, <=50K -33, Private,118500, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -46, Private,188386, Doctorate,16, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,60, United-States, >50K -31, State-gov,1033222, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,92440, 12th,8, Divorced, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, >50K -52, Private,190762, 1st-4th,2, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Mexico, <=50K -30, Private,426017, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,19, United-States, <=50K -34, Local-gov,243867, 11th,7, Separated, Machine-op-inspct, Not-in-family, Black, Male,0,0,40, United-States, <=50K -34, State-gov,240283, HS-grad,9, Divorced, Transport-moving, Unmarried, White, Female,0,0,40, United-States, <=50K -20, Private,61777, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,30, United-States, <=50K -17, Private,175024, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,2176,0,18, United-States, <=50K -32, State-gov,92003, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, >50K -29, Private,188401, HS-grad,9, Divorced, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K -33, Private,228528, 10th,6, Never-married, Craft-repair, Unmarried, White, Female,0,0,35, United-States, <=50K -25, Private,133373, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -36, Federal-gov,255191, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,1408,40, United-States, <=50K -23, Private,204653, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,72, Dominican-Republic, <=50K -63, Self-emp-inc,222289, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -47, Local-gov,287480, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -80,,107762, HS-grad,9, Widowed,, Not-in-family, White, Male,0,0,24, United-States, <=50K -17,,202521, 11th,7, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -40, Self-emp-not-inc,204116, Bachelors,13, Married-spouse-absent, Prof-specialty, Not-in-family, White, Female,2174,0,40, United-States, <=50K -30, Private,29662, Assoc-acdm,12, Married-civ-spouse, Other-service, Wife, White, Female,0,0,25, United-States, >50K -27, Private,116358, Some-college,10, Never-married, Craft-repair, Own-child, Asian-Pac-Islander, Male,0,1980,40, Philippines, <=50K -33, Private,208405, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -34, Local-gov,284843, HS-grad,9, Never-married, Farming-fishing, Not-in-family, Black, Male,594,0,60, United-States, <=50K -34, Local-gov,117018, Some-college,10, Never-married, Protective-serv, Not-in-family, White, Female,0,0,40, United-States, <=50K -23, Private,81281, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -42, Local-gov,340148, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -29, Private,363425, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -45, Private,45857, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,28, United-States, <=50K -24, Federal-gov,191073, HS-grad,9, Never-married, Armed-Forces, Own-child, White, Male,0,0,40, United-States, <=50K -44, Private,116632, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -27, Private,405855, 9th,5, Never-married, Craft-repair, Other-relative, White, Male,0,0,40, Mexico, <=50K -20, Private,298227, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,35, United-States, <=50K -44, Private,290521, HS-grad,9, Widowed, Exec-managerial, Unmarried, Black, Female,0,0,40, United-States, <=50K -51, Private,56915, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -20, Private,146538, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -17,,258872, 11th,7, Never-married,, Own-child, White, Female,0,0,5, United-States, <=50K -19, Private,206399, HS-grad,9, Never-married, Machine-op-inspct, Own-child, Black, Female,0,0,40, United-States, <=50K -45, Self-emp-inc,197332, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, >50K -60, Private,245062, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -42, Private,197583, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,40,, >50K -44, Self-emp-not-inc,234885, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, United-States, >50K -40, Private,72887, Assoc-voc,11, Married-civ-spouse, Machine-op-inspct, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, >50K -30, Private,180374, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, <=50K -38, Private,351299, Some-college,10, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,50, United-States, <=50K -23, Private,54012, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -32,,115745, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -44, Private,116632, Assoc-acdm,12, Never-married, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -54, Local-gov,288825, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, <=50K -32, Private,132601, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -50, Private,193374, 1st-4th,2, Married-spouse-absent, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -24, Private,170070, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Female,0,0,20, United-States, <=50K -37, Private,126708, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,60, United-States, <=50K -52, Private,35598, HS-grad,9, Divorced, Transport-moving, Unmarried, White, Male,0,0,40, United-States, <=50K -38, Private,33983, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -49, Private,192776, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,45, United-States, >50K -30, Private,118551, Bachelors,13, Married-civ-spouse, Tech-support, Wife, White, Female,0,0,16, United-States, >50K -60, Private,201965, Some-college,10, Never-married, Prof-specialty, Unmarried, White, Male,0,0,40, United-States, >50K -22,,139883, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -35, Private,285020, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Private,303990, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,60, United-States, <=50K -67, Private,49401, Assoc-voc,11, Divorced, Other-service, Not-in-family, White, Female,0,0,24, United-States, <=50K -46, Private,279196, Bachelors,13, Never-married, Craft-repair, Not-in-family, White, Female,0,0,40, United-States, <=50K -17, Private,211870, 9th,5, Never-married, Other-service, Not-in-family, White, Male,0,0,6, United-States, <=50K -22, Private,281432, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,30, United-States, <=50K -27, Private,161155, 10th,6, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -23, Private,197904, HS-grad,9, Never-married, Other-service, Unmarried, White, Female,0,0,35, United-States, <=50K -33, Private,111746, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, Portugal, <=50K -43, Self-emp-not-inc,170721, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,20, United-States, <=50K -28, State-gov,70100, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,20, United-States, <=50K -41, Private,193626, HS-grad,9, Married-spouse-absent, Craft-repair, Unmarried, White, Female,0,0,40, United-States, <=50K -52,,271749, 12th,8, Never-married,, Other-relative, Black, Male,594,0,40, United-States, <=50K -25, Private,189775, Some-college,10, Married-spouse-absent, Adm-clerical, Own-child, Black, Female,0,0,20, United-States, <=50K -63,,401531, 1st-4th,2, Married-civ-spouse,, Husband, White, Male,0,0,35, United-States, <=50K -59, Local-gov,286967, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, <=50K -45, Local-gov,164427, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -38, Private,91039, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,15024,0,60, United-States, >50K -40, Private,347934, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,35, United-States, <=50K -46, Federal-gov,371373, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Private,32220, Assoc-acdm,12, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,60, United-States, <=50K -34, Private,187251, HS-grad,9, Divorced, Prof-specialty, Unmarried, White, Female,0,0,25, United-States, <=50K -33, Private,178107, Bachelors,13, Never-married, Craft-repair, Own-child, White, Male,0,0,20, United-States, <=50K -41, Private,343121, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,36, United-States, <=50K -20, Private,262749, Some-college,10, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -23, Private,403107, 5th-6th,3, Never-married, Other-service, Own-child, White, Male,0,0,40, El-Salvador, <=50K -26, Private,64293, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,35, United-States, <=50K -72,,303588, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,20, United-States, <=50K -23, Local-gov,324960, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,40, Poland, <=50K -62, Local-gov,114060, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -52, Private,48925, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -58, Private,180980, Some-college,10, Divorced, Other-service, Unmarried, White, Female,0,0,42, France, <=50K -25, Private,181054, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -24, Private,388093, Bachelors,13, Never-married, Exec-managerial, Not-in-family, Black, Male,0,0,40, United-States, <=50K -19, Private,249609, Some-college,10, Never-married, Protective-serv, Own-child, White, Male,0,0,8, United-States, <=50K -43, Private,112131, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -47, Local-gov,543162, HS-grad,9, Separated, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -39, Private,91996, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -49, Private,141944, Assoc-voc,11, Married-spouse-absent, Handlers-cleaners, Unmarried, White, Male,0,1380,42, United-States, <=50K -53,,251804, 5th-6th,3, Widowed,, Unmarried, Black, Female,0,0,30, United-States, <=50K -32, Private,37070, Assoc-voc,11, Never-married, Craft-repair, Not-in-family, White, Male,0,0,45, United-States, <=50K -34, Private,337587, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -28, Private,189346, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,45, United-States, <=50K -57,,222216, Assoc-voc,11, Widowed,, Unmarried, White, Female,0,0,38, United-States, <=50K -25, Private,267044, Some-college,10, Never-married, Adm-clerical, Not-in-family, Amer-Indian-Eskimo, Female,0,0,20, United-States, <=50K -20,,214635, Some-college,10, Never-married,, Own-child, White, Male,0,0,24, United-States, <=50K -21,,204226, Some-college,10, Never-married,, Unmarried, White, Female,0,0,35, United-States, <=50K -34, Private,108116, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -38, Self-emp-inc,99146, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,80, United-States, >50K -50, Private,196232, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,50, United-States, >50K -24, Local-gov,248344, Some-college,10, Divorced, Handlers-cleaners, Not-in-family, Black, Male,0,0,50, United-States, <=50K -37, Local-gov,186035, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,45, United-States, >50K -44, Private,177905, Some-college,10, Divorced, Machine-op-inspct, Unmarried, White, Male,0,0,58, United-States, >50K -28, Private,85812, Some-college,10, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, United-States, <=50K -42, Private,221172, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -74, Private,99183, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,9, United-States, <=50K -38, Self-emp-not-inc,190387, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -44, Self-emp-not-inc,202692, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -44, Private,109339, 11th,7, Divorced, Machine-op-inspct, Unmarried, Other, Female,0,0,46, Puerto-Rico, <=50K -26, Private,108658, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -36, Private,197202, HS-grad,9, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,40, United-States, <=50K -41, Private,101739, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,50, United-States, >50K -67, Private,231559, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,20051,0,48, United-States, >50K -39, Local-gov,207853, 12th,8, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,50, United-States, <=50K -57, Private,190942, 1st-4th,2, Widowed, Priv-house-serv, Not-in-family, Black, Female,0,0,30, United-States, <=50K -29, Private,102345, Assoc-voc,11, Separated, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -31, Self-emp-inc,41493, Bachelors,13, Never-married, Farming-fishing, Not-in-family, White, Female,0,0,45, United-States, <=50K -34,,190027, HS-grad,9, Never-married,, Unmarried, Black, Female,0,0,40, United-States, <=50K -44, Private,210525, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,133937, Doctorate,16, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -30, Private,237903, Some-college,10, Never-married, Handlers-cleaners, Unmarried, White, Female,0,0,40, United-States, <=50K -27, Private,163862, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -27, Private,201872, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -32, Private,84179, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Female,0,0,45, United-States, <=50K -58, Private,51662, 10th,6, Married-civ-spouse, Other-service, Wife, White, Female,0,0,8, United-States, <=50K -35, Local-gov,233327, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,259510, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,36, United-States, <=50K -28, Private,184831, Some-college,10, Never-married, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -46, Self-emp-not-inc,245724, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -36, Self-emp-not-inc,27053, HS-grad,9, Separated, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -72, Private,205343, 11th,7, Widowed, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -35, Private,229328, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, Black, Female,0,0,40, United-States, <=50K -33, Federal-gov,319560, Assoc-voc,11, Divorced, Craft-repair, Unmarried, Black, Female,0,0,40, United-States, >50K -69, Private,136218, 11th,7, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -35, Private,54576, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,323069, HS-grad,9, Separated, Adm-clerical, Unmarried, White, Female,0,0,20,, <=50K -34, Private,148291, HS-grad,9, Married-civ-spouse, Tech-support, Wife, White, Female,0,0,32, United-States, <=50K -30, Private,152453, 11th,7, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, Mexico, <=50K -28, Private,114053, Bachelors,13, Never-married, Transport-moving, Not-in-family, White, Male,0,0,55, United-States, <=50K -54, Private,212960, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,35, United-States, >50K -47, Private,264052, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -24, Private,82804, HS-grad,9, Never-married, Handlers-cleaners, Unmarried, Black, Female,0,0,40, United-States, <=50K -52, Self-emp-not-inc,334273, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -20, Private,27337, HS-grad,9, Never-married, Handlers-cleaners, Own-child, Amer-Indian-Eskimo, Male,0,0,48, United-States, <=50K -43, Self-emp-inc,188436, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,5013,0,45, United-States, <=50K -45, Private,433665, 7th-8th,4, Separated, Other-service, Unmarried, White, Female,0,0,40, Mexico, <=50K -29, Self-emp-not-inc,110663, HS-grad,9, Separated, Craft-repair, Not-in-family, White, Male,0,0,35, United-States, <=50K -47, Private,87490, Masters,14, Divorced, Exec-managerial, Unmarried, White, Male,0,0,42, United-States, <=50K -24, Private,354351, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -51, Private,95469, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -17, Private,242718, 11th,7, Never-married, Sales, Own-child, White, Male,0,0,12, United-States, <=50K -37, Private,22463, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1977,40, United-States, >50K -27, Private,158156, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,70, United-States, <=50K -29, Private,350162, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Male,0,0,40, United-States, >50K -18,,165532, 12th,8, Never-married,, Own-child, White, Male,0,0,25, United-States, <=50K -36, Self-emp-not-inc,28738, Assoc-acdm,12, Divorced, Sales, Unmarried, White, Female,0,0,35, United-States, <=50K -58, Local-gov,283635, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -26, Self-emp-not-inc,86646, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -65,,195733, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,30, United-States, >50K -57, Private,69884, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -59, Private,199713, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,181659, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -31, Self-emp-not-inc,340939, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -21, Private,197747, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,24, United-States, <=50K -29, Private,34292, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,60, United-States, <=50K -18, Private,156764, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -52, Private,25826, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1887,47, United-States, >50K -57, Self-emp-inc,103948, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,80, United-States, <=50K -42,,137390, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -55,,105138, HS-grad,9, Married-civ-spouse,, Wife, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -60, Private,39352, 7th-8th,4, Never-married, Transport-moving, Not-in-family, White, Male,0,0,48, United-States, >50K -31, Private,168387, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,40, Canada, >50K -23, Private,117789, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -27, Private,267147, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -23,,99399, Some-college,10, Never-married,, Unmarried, Amer-Indian-Eskimo, Female,0,0,25, United-States, <=50K -42, Self-emp-not-inc,214242, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,50, United-States, >50K -25, Private,200408, Some-college,10, Never-married, Tech-support, Not-in-family, White, Male,2174,0,40, United-States, <=50K -49, Private,136455, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,45, United-States, <=50K -32, Private,239824, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -19, Private,217039, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,28, United-States, <=50K -60, Private,51290, 7th-8th,4, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -42, Local-gov,175674, 9th,5, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -35, Self-emp-not-inc,194404, Assoc-acdm,12, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K -48, Private,45612, HS-grad,9, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,37, United-States, <=50K -51, Private,410114, Masters,14, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -29, Private,182521, HS-grad,9, Never-married, Craft-repair, Not-in-family, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -36, Local-gov,339772, HS-grad,9, Separated, Exec-managerial, Not-in-family, Black, Male,0,0,40, United-States, <=50K -17, Private,169658, 10th,6, Never-married, Other-service, Own-child, White, Female,0,0,21, United-States, <=50K -52, Private,200853, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,6849,0,60, United-States, <=50K -24, Private,247564, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -24, Private,249909, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,50, United-States, <=50K -26, Local-gov,208122, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,1055,0,40, United-States, <=50K -27, Private,109881, Bachelors,13, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -39, Private,207824, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,60, United-States, <=50K -30, Private,369027, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,45, United-States, <=50K -50, Self-emp-not-inc,114117, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,32, United-States, <=50K -52, Self-emp-inc,51048, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, <=50K -46, Private,102388, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,45, United-States, >50K -23, Private,190483, Bachelors,13, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -45, Private,462440, 11th,7, Widowed, Other-service, Not-in-family, Black, Female,0,0,20, United-States, <=50K -65, Private,109351, 9th,5, Widowed, Priv-house-serv, Unmarried, Black, Female,0,0,24, United-States, <=50K -29, Private,34383, Assoc-voc,11, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,55, United-States, <=50K -47, Private,241832, 9th,5, Married-spouse-absent, Handlers-cleaners, Unmarried, White, Male,0,0,40, El-Salvador, <=50K -30, Private,124187, HS-grad,9, Never-married, Farming-fishing, Own-child, Black, Male,0,0,60, United-States, <=50K -34, Private,153614, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -38, Self-emp-not-inc,267556, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,64, United-States, <=50K -33, Private,205469, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -49, Private,268090, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,26, United-States, >50K -47, Self-emp-not-inc,165039, Some-college,10, Never-married, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -49, Local-gov,120451, 10th,6, Separated, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -43, Private,154374, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,15024,0,60, United-States, >50K -30, Private,103649, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, Black, Female,0,0,40, United-States, >50K -58, Self-emp-not-inc,35723, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -19, Private,262601, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,14, United-States, <=50K -21, Private,226181, Bachelors,13, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -33, Private,175697, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,60, United-States, >50K -47, Self-emp-inc,248145, 5th-6th,3, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, Cuba, <=50K -52, Self-emp-not-inc,289436, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -26, Private,75654, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,55, United-States, <=50K -60, Private,199378, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,160968, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -36, Private,188563, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,5178,0,50, United-States, >50K -31, Private,55849, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -50, Self-emp-inc,195322, Doctorate,16, Separated, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, >50K -31, Local-gov,402089, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -71, Private,78277, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,15, United-States, <=50K -58,,158611, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,50, United-States, <=50K -30, State-gov,169496, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -20, Private,130959, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -24, Private,556660, HS-grad,9, Never-married, Exec-managerial, Other-relative, White, Male,4101,0,50, United-States, <=50K -35, Private,292472, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,40, Taiwan, >50K -38, State-gov,143774, Some-college,10, Separated, Exec-managerial, Not-in-family, White, Female,0,0,45, United-States, <=50K -27, Private,288341, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,32, United-States, <=50K -29, State-gov,71592, Some-college,10, Never-married, Adm-clerical, Unmarried, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -70,,167358, 9th,5, Widowed,, Unmarried, White, Female,1111,0,15, United-States, <=50K -34, Private,106742, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -44, Private,219288, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, <=50K -43, Private,174524, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -44, Self-emp-not-inc,335183, 12th,8, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,0,0,40, United-States, >50K -35, Private,261293, Masters,14, Never-married, Sales, Not-in-family, White, Male,0,0,60, United-States, <=50K -27, Private,111900, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -43, Local-gov,194360, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,38, United-States, <=50K -20, Private,81145, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,25, United-States, <=50K -42, Private,341204, Assoc-acdm,12, Divorced, Prof-specialty, Unmarried, White, Female,8614,0,40, United-States, >50K -27, State-gov,249362, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,3411,0,40, United-States, <=50K -42, Private,247019, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, >50K -20,,114746, 11th,7, Married-spouse-absent,, Own-child, Asian-Pac-Islander, Female,0,1762,40, South, <=50K -24, Private,172146, 9th,5, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,1721,40, United-States, <=50K -48, Federal-gov,110457, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -17,,80077, 11th,7, Never-married,, Own-child, White, Female,0,0,20, United-States, <=50K -17, Self-emp-not-inc,368700, 11th,7, Never-married, Farming-fishing, Own-child, White, Male,0,0,10, United-States, <=50K -33, Private,182556, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -50, Self-emp-inc,219420, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -22, Private,240817, HS-grad,9, Never-married, Sales, Own-child, White, Female,2597,0,40, United-States, <=50K -17, Private,102726, 12th,8, Never-married, Other-service, Own-child, White, Male,0,0,16, United-States, <=50K -32, Private,226267, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, Mexico, <=50K -31, Private,125457, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,45, United-States, <=50K -58, Self-emp-not-inc,204021, HS-grad,9, Widowed, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -29, Local-gov,92262, HS-grad,9, Never-married, Protective-serv, Own-child, White, Male,0,0,48, United-States, <=50K -37, Private,161141, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Portugal, >50K -34, Self-emp-not-inc,190290, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -23, Local-gov,430828, Some-college,10, Separated, Exec-managerial, Unmarried, Black, Male,0,0,40, United-States, <=50K -18, State-gov,59342, 11th,7, Never-married, Adm-clerical, Own-child, White, Female,0,0,5, United-States, <=50K -34, Private,136721, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -66,,149422, 7th-8th,4, Never-married,, Not-in-family, White, Male,0,0,4, United-States, <=50K -45, Local-gov,86644, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,55, United-States, <=50K -41, Private,195124, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,35, Dominican-Republic, <=50K -26, Private,167350, HS-grad,9, Never-married, Other-service, Other-relative, White, Male,0,0,30, United-States, <=50K -54, Local-gov,113000, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,140027, Some-college,10, Never-married, Machine-op-inspct, Own-child, Black, Female,0,0,45, United-States, <=50K -42, Private,262425, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -20, Private,316702, Some-college,10, Never-married, Prof-specialty, Own-child, White, Male,0,0,20, United-States, <=50K -23, State-gov,335453, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Female,0,0,20, United-States, <=50K -25,,202480, Assoc-acdm,12, Never-married,, Other-relative, White, Male,0,0,45, United-States, <=50K -35, Private,203628, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,60, United-States, >50K -31, Private,118710, Masters,14, Married-civ-spouse, Tech-support, Husband, White, Male,0,1902,40, United-States, >50K -30, Private,189620, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, Poland, <=50K -19, Private,475028, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -36, Local-gov,110866, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -31, Private,243605, Bachelors,13, Widowed, Sales, Unmarried, White, Female,0,1380,40, Cuba, <=50K -21, Private,163870, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,30, United-States, <=50K -31, Self-emp-not-inc,80145, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -46, Private,295566, Doctorate,16, Divorced, Prof-specialty, Unmarried, White, Female,25236,0,65, United-States, >50K -44, Private,63042, Bachelors,13, Divorced, Exec-managerial, Own-child, White, Female,0,0,50, United-States, >50K -40, Private,229148, 12th,8, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,40, Jamaica, <=50K -45, Private,242552, Some-college,10, Never-married, Sales, Not-in-family, Black, Male,0,0,40, United-States, <=50K -60, Private,177665, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, <=50K -18, Private,208103, 11th,7, Never-married, Other-service, Other-relative, White, Male,0,0,25, United-States, <=50K -28, Private,296450, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,70282, Some-college,10, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -36, Private,271767, Bachelors,13, Separated, Prof-specialty, Not-in-family, White, Male,0,0,40,, <=50K -40, Private,144995, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,4386,0,40, United-States, <=50K -36, Local-gov,382635, Bachelors,13, Divorced, Adm-clerical, Unmarried, White, Female,0,0,35, Honduras, <=50K -31, Private,295697, HS-grad,9, Separated, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -33, Private,194141, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -19, State-gov,378418, HS-grad,9, Never-married, Tech-support, Own-child, White, Female,0,0,40, United-States, <=50K -22, Private,214399, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,15, United-States, <=50K -34, Private,217460, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -33, Private,182556, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -41, Private,125831, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,2051,60, United-States, <=50K -29, Private,271328, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,4650,0,40, United-States, <=50K -50, Local-gov,50459, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,42, United-States, >50K -42, Private,162140, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,45, United-States, >50K -43, Private,177937, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40,, >50K -44, Private,111502, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, United-States, <=50K -20, Private,299047, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,20, United-States, <=50K -31, Private,223212, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, Mexico, <=50K -65, Self-emp-not-inc,118474, 11th,7, Married-civ-spouse, Exec-managerial, Husband, White, Male,9386,0,59,, >50K -23, Private,352139, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,24, United-States, <=50K -55, Private,173093, Some-college,10, Divorced, Adm-clerical, Not-in-family, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -26, Private,181655, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,2377,45, United-States, <=50K -25, Private,332702, Assoc-voc,11, Never-married, Other-service, Own-child, White, Female,0,0,15, United-States, <=50K -45,,51164, Some-college,10, Married-civ-spouse,, Wife, Black, Female,0,0,40, United-States, <=50K -35, Private,234901, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,2407,0,40, United-States, <=50K -36, Private,131414, Some-college,10, Never-married, Sales, Not-in-family, Black, Female,0,0,36, United-States, <=50K -43, State-gov,260960, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -56, Private,156052, HS-grad,9, Widowed, Other-service, Unmarried, Black, Female,594,0,20, United-States, <=50K -42, Private,279914, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -19, Private,192453, Some-college,10, Never-married, Other-service, Other-relative, White, Female,0,0,25, United-States, <=50K -55, Self-emp-not-inc,200939, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,72, United-States, <=50K -42, Private,151408, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Female,14084,0,50, United-States, >50K -26, Private,112847, Assoc-voc,11, Never-married, Tech-support, Own-child, White, Male,0,0,40, United-States, <=50K -17, Private,316929, 12th,8, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,20, United-States, <=50K -42, Local-gov,126319, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -55, Private,197422, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,7688,0,40, United-States, >50K -32, Private,267736, Some-college,10, Never-married, Adm-clerical, Own-child, Black, Female,0,0,40, United-States, <=50K -29, Private,267034, 11th,7, Never-married, Craft-repair, Own-child, Black, Male,0,0,40, Haiti, <=50K -46, State-gov,193047, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,37, United-States, <=50K -29, State-gov,356089, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,40, United-States, >50K -22, Private,223515, Bachelors,13, Never-married, Prof-specialty, Unmarried, White, Male,0,0,20, United-States, <=50K -58, Self-emp-not-inc,87510, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,145111, HS-grad,9, Never-married, Transport-moving, Unmarried, White, Male,0,0,50, United-States, <=50K -39, Private,48093, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -27, Private,31757, Assoc-voc,11, Never-married, Craft-repair, Own-child, White, Male,0,0,38, United-States, <=50K -54, Private,285854, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -33, Local-gov,120064, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,45, United-States, <=50K -46, Federal-gov,167381, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -37, Private,103408, HS-grad,9, Never-married, Farming-fishing, Not-in-family, Black, Male,0,0,40, United-States, <=50K -36, Private,101460, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,18, United-States, <=50K -59, Local-gov,420537, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,38, United-States, >50K -34, Local-gov,119411, HS-grad,9, Divorced, Protective-serv, Unmarried, White, Male,0,0,40, Portugal, <=50K -53, Self-emp-inc,128272, Doctorate,16, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,70, United-States, >50K -51, Private,386773, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,55, United-States, >50K -32, Private,283268, 10th,6, Separated, Other-service, Unmarried, White, Female,0,0,42, United-States, <=50K -31, State-gov,301526, Some-college,10, Married-spouse-absent, Other-service, Other-relative, White, Male,0,0,40, United-States, <=50K -22, Private,151790, Some-college,10, Married-civ-spouse, Sales, Wife, White, Female,0,0,30, Germany, <=50K -47, Self-emp-not-inc,106252, Bachelors,13, Divorced, Sales, Not-in-family, White, Female,0,0,50, United-States, <=50K -32, Private,188557, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -26, Private,171114, Some-college,10, Never-married, Farming-fishing, Not-in-family, White, Female,0,0,38, United-States, <=50K -37, Private,327323, 5th-6th,3, Separated, Farming-fishing, Not-in-family, White, Male,0,0,32, Guatemala, <=50K -31, Private,244147, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,0,0,55, United-States, <=50K -37, Private,280282, Assoc-voc,11, Married-civ-spouse, Tech-support, Wife, White, Female,0,0,24, United-States, >50K -55, Private,116442, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,38, United-States, <=50K -23, Local-gov,282579, Assoc-voc,11, Divorced, Tech-support, Not-in-family, White, Male,0,0,56, United-States, <=50K -36, Private,51838, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -34, Private,73585, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40,, <=50K -43, Private,226902, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -54, Private,279129, Some-college,10, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -43, State-gov,146908, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40,, <=50K -28, Private,196690, Assoc-voc,11, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,1669,42, United-States, <=50K -40, Private,130760, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -41, Self-emp-not-inc,49572, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -40, Private,237601, Bachelors,13, Never-married, Sales, Not-in-family, Other, Female,0,0,55, United-States, >50K -42, Private,169628, Some-college,10, Divorced, Adm-clerical, Not-in-family, Black, Female,0,0,38, United-States, <=50K -61, Self-emp-not-inc,36671, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,2352,50, United-States, <=50K -18, Private,231193, 12th,8, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,30, United-States, <=50K -59,,192130, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,16, United-States, <=50K -21,,149704, HS-grad,9, Never-married,, Not-in-family, White, Female,1055,0,40, United-States, <=50K -48, Private,102102, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,50, United-States, >50K -41, Self-emp-inc,32185, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -18,,196061, Some-college,10, Never-married,, Own-child, White, Male,0,0,33, United-States, <=50K -23, Private,211046, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,2463,0,40, United-States, <=50K -60, Private,31577, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, >50K -22, Private,162343, Some-college,10, Never-married, Other-service, Other-relative, Black, Male,0,0,20, United-States, <=50K -61, Private,128831, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,316688, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, Black, Male,0,0,40, United-States, <=50K -46, Private,90758, Masters,14, Never-married, Tech-support, Not-in-family, White, Male,0,0,35, United-States, >50K -43, Private,274363, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,40, England, >50K -43, Private,154538, Assoc-acdm,12, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -24, Private,106085, HS-grad,9, Never-married, Other-service, Own-child, Black, Male,0,1721,30, United-States, <=50K -68, Self-emp-not-inc,315859, 11th,7, Never-married, Farming-fishing, Unmarried, White, Male,0,0,20, United-States, <=50K -31, Private,51471, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,38, United-States, <=50K -17, Private,193830, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -32, Private,231043, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,5178,0,48, United-States, >50K -50,,23780, Masters,14, Married-spouse-absent,, Other-relative, White, Male,0,0,40, United-States, <=50K -33, Private,169879, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,3103,0,47, United-States, >50K -64, Private,270333, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -20, Private,138768, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,30, United-States, <=50K -30, Private,191571, HS-grad,9, Separated, Other-service, Own-child, White, Female,0,0,36, United-States, <=50K -22,,219941, Some-college,10, Never-married,, Own-child, Black, Male,0,0,40, United-States, <=50K -43, Private,94113, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,45, United-States, <=50K -22, Private,137510, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -17, Private,32607, 10th,6, Never-married, Farming-fishing, Own-child, White, Male,0,0,20, United-States, <=50K -47, Self-emp-not-inc,93208, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,75, Italy, <=50K -41, Private,254440, Assoc-voc,11, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,60, United-States, <=50K -56, Private,186556, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -64, Private,169871, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, <=50K -47, Private,191277, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, >50K -48, Private,167159, Assoc-voc,11, Never-married, Adm-clerical, Unmarried, White, Male,0,0,40, United-States, <=50K -31, Private,171871, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,46, United-States, <=50K -29, Private,154411, Assoc-voc,11, Never-married, Tech-support, Own-child, White, Male,0,0,40, United-States, <=50K -30, Private,129227, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -32, Private,110331, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1672,60, United-States, <=50K -57, Private,34269, HS-grad,9, Widowed, Transport-moving, Unmarried, White, Male,0,653,42, United-States, >50K -62, Private,174355, HS-grad,9, Widowed, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -39, Private,680390, HS-grad,9, Separated, Machine-op-inspct, Unmarried, White, Female,0,0,24, United-States, <=50K -43, Private,233130, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,25, United-States, <=50K -24, Self-emp-inc,165474, Bachelors,13, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -42,,257780, 11th,7, Married-civ-spouse,, Husband, White, Male,0,0,15, United-States, <=50K -53, Private,194259, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,4386,0,40, United-States, >50K -26, Private,280093, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -73, Self-emp-not-inc,177387, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -72,,28929, 11th,7, Widowed,, Not-in-family, White, Female,0,0,24, United-States, <=50K -55, Private,105304, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,499233, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -41, Private,180572, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, >50K -24, Private,321435, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -63, Private,86108, HS-grad,9, Widowed, Farming-fishing, Not-in-family, White, Male,0,0,6, United-States, <=50K -17, Private,198124, 11th,7, Never-married, Sales, Own-child, White, Male,0,0,20, United-States, <=50K -35, Private,135162, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -51, Private,146813, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -62, Local-gov,291175, Bachelors,13, Widowed, Prof-specialty, Not-in-family, White, Female,0,0,48, United-States, <=50K -55, Private,387569, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,4386,0,40, United-States, >50K -43, Private,102895, Some-college,10, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -40, Local-gov,33274, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,50, United-States, <=50K -37, Private,86551, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -39, Private,138192, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,118966, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,18, United-States, <=50K -61, Private,99784, Masters,14, Widowed, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, >50K -26, Private,90980, Assoc-voc,11, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,55, United-States, <=50K -46, Self-emp-not-inc,177407, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -26, Private,96467, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -48, State-gov,327886, Doctorate,16, Divorced, Prof-specialty, Own-child, White, Male,0,0,50, United-States, >50K -34, Private,111567, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -34, Local-gov,166545, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -59, Private,142182, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, >50K -34, Private,188798, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -49, Private,38563, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,56, United-States, >50K -18, Private,216284, 11th,7, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -43, Private,191547, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, Mexico, <=50K -48, Private,285335, 11th,7, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -28, Self-emp-inc,142712, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,70, United-States, <=50K -33, Private,80945, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,309055, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,15, United-States, <=50K -21, Private,62339, 10th,6, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -17, Private,368700, 11th,7, Never-married, Sales, Own-child, White, Male,0,0,28, United-States, <=50K -39, Private,176186, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, >50K -29, Self-emp-not-inc,266855, Bachelors,13, Separated, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -44, Private,48087, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -24, Private,121313, Some-college,10, Never-married, Transport-moving, Own-child, White, Male,0,0,50, United-States, <=50K -71, Self-emp-not-inc,143437, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,10605,0,40, United-States, >50K -51, Self-emp-not-inc,160724, Bachelors,13, Married-civ-spouse, Sales, Husband, Asian-Pac-Islander, Male,0,2415,40, China, >50K -55, Private,282753, 5th-6th,3, Divorced, Other-service, Unmarried, Black, Male,0,0,25, United-States, <=50K -41, Private,194636, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -23, Private,153044, HS-grad,9, Never-married, Handlers-cleaners, Unmarried, Black, Female,0,0,7, United-States, <=50K -38, Private,411797, Assoc-voc,11, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -39, Private,117683, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -19, Private,376540, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,30, United-States, <=50K -49, Private,72393, 9th,5, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -32, Private,270335, Bachelors,13, Married-civ-spouse, Adm-clerical, Other-relative, White, Male,0,0,40, Philippines, >50K -27, Private,96226, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,70, United-States, <=50K -38, Private,95336, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -33, Private,258498, Some-college,10, Married-civ-spouse, Craft-repair, Wife, White, Female,0,0,60, United-States, <=50K -63,,149698, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,15, United-States, <=50K -23, Private,205865, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Male,0,0,28, United-States, <=50K -33, Self-emp-inc,155781, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60,, <=50K -54, Self-emp-not-inc,406468, HS-grad,9, Married-civ-spouse, Sales, Husband, Black, Male,0,0,40, United-States, <=50K -29, Private,177119, Assoc-voc,11, Divorced, Tech-support, Not-in-family, White, Female,2174,0,45, United-States, <=50K -48,,144397, Some-college,10, Divorced,, Unmarried, Black, Female,0,0,30, United-States, <=50K -35, Self-emp-not-inc,372525, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -28, Private,164170, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Wife, Asian-Pac-Islander, Female,0,0,40, India, <=50K -37, Private,183800, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,50, United-States, >50K -42, Self-emp-not-inc,177307, Prof-school,15, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,65, United-States, >50K -40, Private,170108, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -47, Private,341995, Some-college,10, Divorced, Sales, Own-child, White, Male,0,0,55, United-States, <=50K -22, Private,226508, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Female,0,0,50, United-States, <=50K -30, Private,87418, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -28, Private,109165, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -63, Local-gov,28856, 7th-8th,4, Married-civ-spouse, Other-service, Husband, White, Male,0,0,55, United-States, <=50K -51, Self-emp-not-inc,175897, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,20, United-States, <=50K -22, Private,99697, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Female,0,0,40, United-States, <=50K -27,,90270, Assoc-acdm,12, Married-civ-spouse,, Own-child, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -35, Private,152375, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,45, United-States, <=50K -46, Private,171550, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,38, United-States, <=50K -37, Private,211154, Some-college,10, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,52, United-States, <=50K -24, Private,202570, Bachelors,13, Never-married, Prof-specialty, Own-child, Black, Male,0,0,15, United-States, <=50K -37, Self-emp-not-inc,168496, HS-grad,9, Divorced, Handlers-cleaners, Own-child, White, Male,0,0,10, United-States, <=50K -53, Private,68898, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,93235, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,30, United-States, <=50K -38, Private,278924, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,44, United-States, <=50K -53, Self-emp-not-inc,311020, 10th,6, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -34, Private,175878, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -23, Private,543028, HS-grad,9, Never-married, Sales, Own-child, Black, Male,0,0,40, United-States, <=50K -39, Private,202027, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,45, United-States, >50K -43, Private,158926, Masters,14, Married-civ-spouse, Prof-specialty, Wife, Asian-Pac-Islander, Female,0,0,50, South, <=50K -67, Self-emp-inc,76860, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, >50K -81, Self-emp-not-inc,136063, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,30, United-States, <=50K -21, Private,186648, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -23, Private,257509, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,25, United-States, <=50K -25, Private,98155, Some-college,10, Never-married, Transport-moving, Unmarried, White, Male,0,0,40, United-States, <=50K -42, Private,274198, 5th-6th,3, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,38, Mexico, <=50K -38, Private,97083, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, Black, Female,0,0,40, United-States, <=50K -64,,29825, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,5, United-States, <=50K -32, Private,262153, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,214738, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,138022, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -22, Private,91842, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,42, United-States, <=50K -33, Private,373662, 1st-4th,2, Married-spouse-absent, Priv-house-serv, Not-in-family, White, Female,0,0,40, Guatemala, <=50K -42, Private,162003, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,55, United-States, <=50K -19,,52114, Some-college,10, Never-married,, Own-child, White, Female,0,0,10, United-States, <=50K -51, Local-gov,241843, Preschool,1, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,375871, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, Mexico, <=50K -37, Private,186934, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,3103,0,44, United-States, >50K -37, Private,176900, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,99, United-States, >50K -47, Private,21906, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,25, United-States, <=50K -41, Private,132222, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,2415,40, United-States, >50K -33, Private,143653, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,30, United-States, <=50K -31, Private,111567, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, >50K -31, Private,78602, Assoc-acdm,12, Divorced, Other-service, Unmarried, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -35, Private,465507, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, <=50K -38, Self-emp-inc,196373, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -18, Private,293227, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,45, United-States, <=50K -20, Private,241752, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -54, Local-gov,166398, Some-college,10, Divorced, Exec-managerial, Unmarried, Black, Female,0,0,35, United-States, <=50K -40, Private,184682, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -36, Self-emp-inc,108293, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,1977,45, United-States, >50K -43, Private,250802, Some-college,10, Divorced, Craft-repair, Unmarried, White, Male,0,0,35, United-States, <=50K -44, Self-emp-not-inc,325159, Some-college,10, Divorced, Farming-fishing, Unmarried, White, Male,0,0,40, United-States, <=50K -44, State-gov,174675, HS-grad,9, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -43, Private,227065, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,43, United-States, >50K -51, Private,269080, 7th-8th,4, Widowed, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -18, Private,177722, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -51, Private,133461, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,239683, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,30,, <=50K -44, Self-emp-inc,398473, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,70, United-States, >50K -33, Local-gov,298785, 10th,6, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -33, Self-emp-not-inc,123424, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -42, Private,176286, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -25, Private,150062, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, <=50K -32, Private,169240, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,38, United-States, <=50K -32, Private,288273, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,70, Mexico, <=50K -36, Private,526968, 10th,6, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -28, Private,57066, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,323573, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -35, Self-emp-inc,368825, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -55, Self-emp-not-inc,189721, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,20, United-States, <=50K -48, Private,164966, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,40, India, >50K -36,,94954, Assoc-voc,11, Widowed,, Not-in-family, White, Female,0,0,20, United-States, <=50K -34, Private,202046, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, >50K -28, Private,161538, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Female,0,0,35, United-States, <=50K -67, Private,105252, Bachelors,13, Widowed, Exec-managerial, Not-in-family, White, Male,0,2392,40, United-States, >50K -37, Private,200153, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -44, Private,32185, HS-grad,9, Never-married, Transport-moving, Unmarried, White, Male,0,0,70, United-States, <=50K -25, Private,178326, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -21, Private,255957, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,4101,0,40, United-States, <=50K -40, State-gov,188693, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,35, United-States, >50K -78, Private,182977, HS-grad,9, Widowed, Other-service, Not-in-family, Black, Female,2964,0,40, United-States, <=50K -34, Private,159929, HS-grad,9, Divorced, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -49, Private,123207, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,44, United-States, <=50K -22, Private,284317, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -23,,184699, HS-grad,9, Never-married,, Unmarried, Black, Female,0,0,40, United-States, <=50K -60, Self-emp-not-inc,154474, HS-grad,9, Never-married, Farming-fishing, Unmarried, White, Male,0,0,42, United-States, <=50K -45, Local-gov,318280, HS-grad,9, Widowed, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, >50K -63, Private,254907, Assoc-voc,11, Divorced, Other-service, Not-in-family, White, Female,0,0,20, United-States, <=50K -41, Private,349221, HS-grad,9, Never-married, Craft-repair, Own-child, Black, Female,0,0,35, United-States, <=50K -47, Private,335973, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -44, Private,126701, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -51, Private,122159, Some-college,10, Widowed, Prof-specialty, Not-in-family, White, Female,3325,0,40, United-States, <=50K -46, Private,187370, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,1504,40, United-States, <=50K -41, Private,194636, Assoc-voc,11, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -50, Self-emp-not-inc,124793, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,30, United-States, <=50K -47, Private,192835, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,50, United-States, >50K -35, Private,290226, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,45, United-States, <=50K -56, Private,112840, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -45, Private,89325, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,45, United-States, <=50K -48, Federal-gov,33109, Bachelors,13, Divorced, Exec-managerial, Unmarried, White, Male,0,0,58, United-States, >50K -40, Private,82465, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,2580,0,40, United-States, <=50K -39, Self-emp-inc,329980, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,50, United-States, >50K -20, Private,148294, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -50, Private,168212, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,65, United-States, >50K -38, State-gov,343642, HS-grad,9, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -23, Local-gov,115244, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,60, United-States, <=50K -31, Private,162572, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,16, United-States, <=50K -58, Private,356067, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -66, Private,271567, HS-grad,9, Separated, Machine-op-inspct, Not-in-family, Black, Male,0,0,40, United-States, <=50K -39, Self-emp-inc,180804, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -54, Self-emp-not-inc,123011, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,15024,0,52, United-States, >50K -26, Private,109186, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, Germany, <=50K -51, Private,220537, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -34, Private,124827, Assoc-voc,11, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -50, Private,767403, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,3103,0,40, United-States, >50K -42, Private,118494, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,44, United-States, >50K -38, Private,173208, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,25, United-States, <=50K -48, Private,107373, 7th-8th,4, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,26973, Assoc-voc,11, Married-civ-spouse, Tech-support, Wife, White, Female,0,0,40, United-States, >50K -51, Private,191965, HS-grad,9, Widowed, Other-service, Unmarried, White, Female,0,0,32, United-States, <=50K -22, Private,122346, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -19,,117201, HS-grad,9, Never-married,, Own-child, White, Male,0,0,30, United-States, <=50K -41, Private,198316, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,50, Japan, <=50K -48, Local-gov,123075, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,35, United-States, >50K -42, Private,209370, HS-grad,9, Separated, Sales, Not-in-family, White, Female,0,0,30, United-States, <=50K -34, Private,33117, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,129042, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -56, Private,169133, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,50, Yugoslavia, <=50K -30, Private,201624, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Black, Male,0,0,45,, <=50K -45, Private,368561, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -48, Private,207848, 10th,6, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -48, Self-emp-inc,138370, Masters,14, Married-spouse-absent, Sales, Not-in-family, Asian-Pac-Islander, Male,0,0,50, India, <=50K -31, Private,93106, Assoc-voc,11, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -20, State-gov,223515, Assoc-acdm,12, Never-married, Other-service, Own-child, White, Male,0,1719,20, United-States, <=50K -27, Private,389713, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -32, Private,206365, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Female,0,0,40, United-States, <=50K -76,,431192, 7th-8th,4, Widowed,, Not-in-family, White, Male,0,0,2, United-States, <=50K -19,,241616, HS-grad,9, Never-married,, Unmarried, White, Male,0,2001,40, United-States, <=50K -66, Self-emp-inc,150726, 9th,5, Married-civ-spouse, Exec-managerial, Husband, White, Male,1409,0,1,, <=50K -37, Private,123785, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,75, United-States, <=50K -34, Private,289984, HS-grad,9, Divorced, Priv-house-serv, Unmarried, Black, Female,0,0,30, United-States, <=50K -34,,164309, 11th,7, Married-civ-spouse,, Wife, White, Female,0,0,8, United-States, <=50K -90, Private,137018, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -23, Private,137994, Some-college,10, Never-married, Machine-op-inspct, Own-child, Black, Female,0,0,40, United-States, <=50K -43, Private,341204, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -44, Private,167005, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,60, United-States, >50K -24, Private,34446, Some-college,10, Never-married, Tech-support, Not-in-family, White, Female,0,0,37, United-States, <=50K -28, Private,187160, Prof-school,15, Divorced, Prof-specialty, Unmarried, White, Male,0,0,55, United-States, <=50K -64,,196288, Assoc-acdm,12, Never-married,, Not-in-family, White, Female,0,0,20, United-States, <=50K -23, Private,217961, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,74631, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,50, United-States, <=50K -36, Private,156667, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,50, United-States, >50K -61, Private,125155, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -53, Self-emp-not-inc,263925, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, Canada, >50K -30, Private,296453, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,7298,0,40, United-States, >50K -52, Self-emp-not-inc,44728, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, >50K -38, Private,193026, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, Iran, <=50K -32, Private,87643, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -30, Self-emp-not-inc,106742, 12th,8, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,75, United-States, <=50K -41, Private,302122, Assoc-voc,11, Divorced, Craft-repair, Not-in-family, White, Female,0,0,40, United-States, <=50K -49, Local-gov,193960, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,40, United-States, >50K -45, Private,185385, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,47, United-States, >50K -43, Self-emp-not-inc,277647, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,35, United-States, <=50K -61, Private,128848, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,3471,0,40, United-States, <=50K -54, Private,377701, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,32, Mexico, <=50K -34, Private,157886, Assoc-acdm,12, Separated, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -49, Private,175958, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,80, United-States, >50K -38, Private,223004, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -35, Private,199352, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,80, United-States, >50K -36, Private,29984, 12th,8, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,181651, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -36, Private,117312, Assoc-acdm,12, Divorced, Tech-support, Not-in-family, White, Female,0,0,60, United-States, <=50K -22, Local-gov,34029, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,20, United-States, <=50K -38, Private,132879, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1902,40, United-States, >50K -37, Private,215310, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -48, State-gov,55863, Doctorate,16, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,1902,46, United-States, >50K -17, Private,220384, 11th,7, Never-married, Adm-clerical, Own-child, White, Male,0,0,15, United-States, <=50K -19, Self-emp-not-inc,36012, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,20, United-States, <=50K -27, Private,137645, Bachelors,13, Never-married, Sales, Not-in-family, Black, Female,0,1590,40, United-States, <=50K -22, Private,191342, Bachelors,13, Never-married, Sales, Own-child, Asian-Pac-Islander, Male,0,0,50, Taiwan, <=50K -49, Private,31339, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -43, State-gov,227910, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -43, Private,173728, Bachelors,13, Separated, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -19, Local-gov,167816, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,35, United-States, <=50K -58, Self-emp-not-inc,81642, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -41, Local-gov,195258, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -31, Private,232475, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,241259, Assoc-voc,11, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,118161, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,201954, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,35, United-States, <=50K -42, Private,150533, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,52, United-States, >50K -38, Private,412296, HS-grad,9, Divorced, Craft-repair, Own-child, White, Male,0,0,28, United-States, <=50K -41, Federal-gov,133060, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -44, Self-emp-not-inc,120539, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,50, United-States, >50K -31, Private,196025, Doctorate,16, Married-spouse-absent, Prof-specialty, Not-in-family, Asian-Pac-Islander, Male,0,0,60, China, <=50K -34, Private,107793, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -21, Private,163870, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -22, Self-emp-not-inc,361280, Bachelors,13, Never-married, Prof-specialty, Own-child, Asian-Pac-Islander, Male,0,0,20, India, <=50K -62, Private,92178, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -19,,80710, HS-grad,9, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -29, Self-emp-inc,260729, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,1977,25, United-States, >50K -43, Private,182254, Some-college,10, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -68,,140282, 7th-8th,4, Married-civ-spouse,, Husband, White, Male,0,0,8, United-States, <=50K -45, Self-emp-inc,149865, Bachelors,13, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,60, United-States, >50K -39, Self-emp-inc,218184, 9th,5, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1651,40, Mexico, <=50K -41, Private,118619, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,50, United-States, <=50K -34, Self-emp-not-inc,196791, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,25, United-States, >50K -34, Local-gov,167999, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,33, United-States, <=50K -31, Private,51259, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,47, United-States, <=50K -29, Private,131088, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,25, United-States, <=50K -41, Private,118212, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,3103,0,40, United-States, >50K -41, Private,293791, Assoc-voc,11, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,55, United-States, <=50K -35, Self-emp-inc,289430, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, Mexico, >50K -33, Private,35378, Bachelors,13, Married-civ-spouse, Sales, Wife, White, Female,0,0,45, United-States, >50K -37, State-gov,60227, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,38, United-States, <=50K -69, Private,168139, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, United-States, <=50K -34, Private,290763, HS-grad,9, Divorced, Handlers-cleaners, Own-child, White, Female,0,0,40, United-States, <=50K -60, Self-emp-inc,226355, Assoc-voc,11, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,2415,70,, >50K -36, Private,51100, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,227644, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -58, Local-gov,205267, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -53, Private,288020, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,40, Japan, <=50K -29, Private,140863, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -45, Federal-gov,170915, HS-grad,9, Divorced, Tech-support, Not-in-family, White, Female,4865,0,40, United-States, <=50K -34, State-gov,50178, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,38, United-States, <=50K -36, Private,112497, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -48, Private,95244, Some-college,10, Divorced, Other-service, Unmarried, Black, Female,0,0,35, United-States, <=50K -20, Private,117606, Assoc-voc,11, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -35, Private,89508, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, >50K -63, Federal-gov,124244, HS-grad,9, Widowed, Handlers-cleaners, Not-in-family, Black, Male,0,0,40, United-States, <=50K -41, Self-emp-not-inc,154374, Some-college,10, Divorced, Other-service, Unmarried, White, Male,0,0,45, United-States, <=50K -28, Private,294936, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, <=50K -30, Private,347132, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, Black, Female,0,0,40, United-States, <=50K -34,,181934, HS-grad,9, Divorced,, Not-in-family, White, Female,0,0,40, United-States, <=50K -31, Private,316672, HS-grad,9, Never-married, Other-service, Unmarried, White, Female,0,0,40, Mexico, <=50K -37, Private,189382, Assoc-voc,11, Never-married, Adm-clerical, Own-child, White, Female,0,0,38, United-States, <=50K -42,,184018, Some-college,10, Divorced,, Unmarried, White, Male,0,0,40, United-States, <=50K -31, Private,184307, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, Jamaica, >50K -46, Self-emp-not-inc,246212, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -35, Federal-gov,250504, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,60, United-States, >50K -27, Private,138705, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,53, United-States, <=50K -41, Private,328447, 1st-4th,2, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, Mexico, <=50K -19, Private,194608, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -20, Private,230891, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,45, United-States, <=50K -59, Federal-gov,212448, HS-grad,9, Widowed, Sales, Unmarried, White, Female,0,0,40, Germany, <=50K -40, Private,214010, Bachelors,13, Never-married, Other-service, Not-in-family, White, Male,0,0,37, United-States, <=50K -56, Self-emp-not-inc,200235, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -33, Private,354573, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,44, United-States, >50K -30, Self-emp-inc,205733, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,60, United-States, <=50K -46, Private,185041, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, <=50K -61, Self-emp-inc,84409, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,35, United-States, >50K -50, Self-emp-inc,293196, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,40, United-States, >50K -25, Private,241626, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,30, United-States, <=50K -40, Private,520586, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,39, United-States, <=50K -24,,35633, Some-college,10, Never-married,, Not-in-family, White, Male,0,0,40,, <=50K -51, Private,302847, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,54, United-States, <=50K -43, State-gov,165309, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,117529, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,54, Mexico, <=50K -46, Private,106092, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -28, State-gov,445824, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,50, United-States, >50K -26, Private,227332, Bachelors,13, Never-married, Transport-moving, Unmarried, Asian-Pac-Islander, Male,0,0,40,, <=50K -20, Private,275691, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,28, United-States, <=50K -44, Private,193459, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,3411,0,40, United-States, <=50K -51, Private,284329, HS-grad,9, Widowed, Transport-moving, Unmarried, White, Male,0,0,40, United-States, <=50K -33, Private,114691, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -54, Private,96062, Assoc-acdm,12, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -50, Private,133963, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,1977,40, United-States, >50K -33, Private,178506, HS-grad,9, Divorced, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -65, Private,350498, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,10605,0,20, United-States, >50K -22,,131573, Some-college,10, Never-married,, Own-child, White, Female,0,0,8, United-States, <=50K -88, Self-emp-not-inc,206291, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,182302, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -51, Private,241346, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,43, United-States, <=50K -50, Private,157043, 11th,7, Divorced, Other-service, Not-in-family, Black, Female,0,0,40, United-States, <=50K -25, Private,404616, Masters,14, Married-civ-spouse, Farming-fishing, Not-in-family, White, Male,0,0,99, United-States, >50K -20, Private,411862, Assoc-voc,11, Never-married, Other-service, Not-in-family, White, Male,0,0,30, United-States, <=50K -47, Private,183013, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -58,,169982, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, >50K -22, Private,188544, Assoc-voc,11, Never-married, Adm-clerical, Own-child, White, Female,0,0,30, United-States, <=50K -50, State-gov,356619, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,48, United-States, >50K -47, Private,45857, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -24, Local-gov,289886, 11th,7, Never-married, Other-service, Not-in-family, Asian-Pac-Islander, Male,0,0,45, United-States, <=50K -50,,146015, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, >50K -40, Private,216237, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,45, United-States, >50K -36, Private,416745, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,202952, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -44, Private,167725, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -51,,165637, Masters,14, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -59, Federal-gov,43280, Some-college,10, Never-married, Exec-managerial, Own-child, Black, Female,0,0,40, United-States, <=50K -65, Private,118779, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,30, United-States, <=50K -24, State-gov,191269, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,65, United-States, <=50K -27, Local-gov,247507, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,35, United-States, <=50K -51, Private,239155, Assoc-voc,11, Divorced, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -48, Private,182862, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -39, Private,33886, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -28, Private,444304, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -19, Private,187161, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,25, United-States, <=50K -49, Local-gov,116892, Bachelors,13, Divorced, Prof-specialty, Not-in-family, Black, Female,0,0,40, United-States, <=50K -51, Local-gov,176813, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -59, Private,151616, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, <=50K -18, Private,240747, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,40, Dominican-Republic, <=50K -50, Private,75472, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,4386,0,40,, <=50K -45, Federal-gov,320818, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,80, United-States, >50K -30, Local-gov,235271, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -37, Private,166497, Bachelors,13, Divorced, Craft-repair, Not-in-family, White, Male,0,0,35, United-States, <=50K -44, Private,344060, Bachelors,13, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, >50K -33, Private,221196, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -61, Self-emp-inc,113544, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -61, Local-gov,321117, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,79619, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,42, United-States, >50K -22,,42004, Some-college,10, Never-married,, Own-child, White, Male,0,0,30, United-States, <=50K -36, Private,135289, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, <=50K -44, Self-emp-inc,320984, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,5178,0,60, United-States, >50K -37, Private,203070, Some-college,10, Separated, Adm-clerical, Own-child, White, Male,0,0,62, United-States, <=50K -31, Private,32406, Some-college,10, Divorced, Craft-repair, Unmarried, White, Female,0,0,20, United-States, <=50K -54, Private,99185, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,45, United-States, >50K -20, Private,205839, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,16, United-States, <=50K -63,,150389, Bachelors,13, Widowed,, Not-in-family, White, Female,0,0,40, United-States, >50K -48, Self-emp-not-inc,243631, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Amer-Indian-Eskimo, Male,7688,0,40, United-States, >50K -33,,163003, HS-grad,9, Divorced,, Not-in-family, Asian-Pac-Islander, Female,0,0,41, China, <=50K -31, Private,231263, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,4650,0,45, United-States, <=50K -38, Private,200818, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -45, Self-emp-not-inc,247379, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -48, Private,349151, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -53, Private,22154, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -55, Private,176317, HS-grad,9, Widowed, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -38, Private,22245, Masters,14, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,72,, >50K -29, Private,236436, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -36, Private,354078, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -42, Self-emp-not-inc,166813, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -50, Private,358740, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, England, <=50K -75, Self-emp-not-inc,208426, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,35, United-States, <=50K -46, Private,265266, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,40, United-States, >50K -52, Federal-gov,31838, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -27, Private,175034, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -43, Private,413297, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -31, Private,106347, 11th,7, Separated, Other-service, Not-in-family, Black, Female,0,0,42, United-States, <=50K -23, Private,174754, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,30, United-States, <=50K -34, Private,441454, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,24, United-States, <=50K -41, Self-emp-not-inc,209344, HS-grad,9, Married-civ-spouse, Sales, Other-relative, White, Female,0,0,40, Cuba, <=50K -31, Private,185732, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,30, United-States, <=50K -42, Private,65372, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -35, Private,33975, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,45, United-States, >50K -55, Private,326297, HS-grad,9, Separated, Adm-clerical, Not-in-family, White, Female,0,0,25, United-States, <=50K -36, State-gov,194630, HS-grad,9, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -65, Self-emp-not-inc,167414, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,59, United-States, >50K -38, Local-gov,165799, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,12, United-States, <=50K -62, Private,192866, Some-college,10, Widowed, Other-service, Not-in-family, White, Female,0,0,20, United-States, <=50K -54, Self-emp-inc,166459, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,60, United-States, >50K -49, Private,148995, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -34, Private,190040, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -32, Private,209432, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Female,0,0,40, United-States, <=50K -51, Self-emp-inc,229465, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,50, United-States, >50K -48, Self-emp-not-inc,397466, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -30, Private,283767, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40,, <=50K -52, Federal-gov,202452, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,43, United-States, <=50K -28, Self-emp-not-inc,218555, Some-college,10, Never-married, Transport-moving, Not-in-family, White, Male,0,1762,40, United-States, <=50K -29, Private,128604, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -38, Private,65466, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,50, United-States, <=50K -57, Private,141326, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -43, Federal-gov,369468, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -37, State-gov,136137, Some-college,10, Separated, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Private,236770, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -53, Private,89534, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,48, United-States, >50K -69,,195779, Assoc-voc,11, Widowed,, Not-in-family, White, Female,0,0,1, United-States, <=50K -73, Private,29778, HS-grad,9, Widowed, Other-service, Not-in-family, White, Female,0,0,37, United-States, <=50K -22, Self-emp-inc,153516, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,35, United-States, <=50K -31, Private,163594, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,45, United-States, <=50K -38, Private,189623, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1887,40, United-States, >50K -50, Self-emp-not-inc,343748, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, <=50K -37, Private,387430, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,37, United-States, <=50K -44, Local-gov,409505, Bachelors,13, Divorced, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, <=50K -47, Private,200734, Bachelors,13, Never-married, Exec-managerial, Unmarried, Black, Female,0,0,45, United-States, <=50K -27, Private,115831, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,150296, Assoc-acdm,12, Never-married, Other-service, Not-in-family, White, Female,0,0,80, United-States, <=50K -25, Private,323545, HS-grad,9, Never-married, Tech-support, Not-in-family, Black, Female,0,0,40, United-States, <=50K -20, Private,232577, Some-college,10, Never-married, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -51, Local-gov,152754, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -46, Private,129007, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,1977,40, United-States, >50K -67, Private,171584, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,6514,0,7, United-States, >50K -47, Private,386136, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,35, United-States, <=50K -42, Private,342865, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -52, Private,186785, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,1876,50, United-States, <=50K -42, Federal-gov,158926, Assoc-acdm,12, Divorced, Prof-specialty, Unmarried, Asian-Pac-Islander, Female,0,0,40, Philippines, >50K -65,,36039, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, >50K -21, Private,164019, Some-college,10, Never-married, Farming-fishing, Own-child, Black, Male,0,0,10, United-States, <=50K -50, Private,88926, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,5178,0,40, United-States, >50K -46, Private,188861, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -47, Self-emp-not-inc,370119, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,15024,0,50, United-States, >50K -57, Private,182062, 10th,6, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,37238, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,45, United-States, <=50K -50, Private,421132, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -58,,178660, 12th,8, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -63, Self-emp-not-inc,795830, 1st-4th,2, Widowed, Other-service, Unmarried, White, Female,0,0,30, El-Salvador, <=50K -39, Private,278403, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,65, United-States, <=50K -46, Private,279661, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,35, United-States, <=50K -36, Private,113397, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,280093, 5th-6th,3, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1628,50, United-States, <=50K -21, Private,236696, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,57, United-States, <=50K -41, Private,265266, Assoc-acdm,12, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -44, Local-gov,34935, Some-college,10, Never-married, Other-service, Own-child, Black, Male,0,0,40, United-States, <=50K -22, Private,58222, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -29, Federal-gov,301010, Some-college,10, Never-married, Armed-Forces, Not-in-family, Black, Male,0,0,60, United-States, <=50K -29, Private,419721, HS-grad,9, Never-married, Other-service, Unmarried, Black, Female,0,0,40, Japan, <=50K -58, Self-emp-inc,186791, Some-college,10, Married-civ-spouse, Transport-moving, Wife, White, Female,0,0,40, United-States, >50K -36, Self-emp-not-inc,180686, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -30, Private,209103, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,48, United-States, <=50K -37, Private,32668, Bachelors,13, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,43, United-States, >50K -29, Private,256956, Assoc-voc,11, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -26, Private,202203, 5th-6th,3, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, Mexico, <=50K -43, Private,85995, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -49, Private,125421, HS-grad,9, Married-civ-spouse, Craft-repair, Wife, White, Female,0,0,40, United-States, >50K -45, Federal-gov,283037, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,192932, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -20,,244689, Some-college,10, Never-married,, Not-in-family, White, Female,0,0,25, United-States, <=50K -51, Private,179646, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -32, Private,509350, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,50, Canada, >50K -24, Private,96279, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,40, United-States, <=50K -35, Private,119098, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,7298,0,40, United-States, >50K -35,,327120, Assoc-acdm,12, Never-married,, Not-in-family, White, Male,0,0,55, United-States, <=50K -41, State-gov,144928, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -48, Private,55237, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -61, Local-gov,101265, HS-grad,9, Widowed, Adm-clerical, Unmarried, White, Female,1471,0,35, United-States, <=50K -20, Private,114874, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,30, United-States, <=50K -27, Private,190525, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,50, United-States, >50K -55, Private,121912, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,24, United-States, >50K -39, Private,83893, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -17,,138507, 10th,6, Never-married,, Own-child, White, Male,0,0,20, United-States, <=50K -47, Private,256522, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40,, <=50K -52, Private,168381, HS-grad,9, Widowed, Other-service, Unmarried, Asian-Pac-Islander, Female,0,0,40, India, >50K -24, Private,293579, HS-grad,9, Never-married, Sales, Own-child, Black, Female,0,0,20, United-States, <=50K -29, Private,285290, 11th,7, Never-married, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -25, Private,188488, HS-grad,9, Never-married, Machine-op-inspct, Other-relative, White, Male,0,0,40, United-States, <=50K -20, Private,324469, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -23, Private,275244, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, Black, Male,0,0,35, United-States, <=50K -57, Private,265099, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -51, Private,146767, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -33, Private,40681, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Female,3674,0,16, United-States, <=50K -39, Private,174938, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -40, Private,240124, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -71, Private,269708, Bachelors,13, Divorced, Tech-support, Own-child, White, Female,2329,0,16, United-States, <=50K -38, State-gov,34180, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -28, State-gov,225904, Prof-school,15, Never-married, Prof-specialty, Unmarried, White, Male,0,0,40, United-States, <=50K -57, Private,89392, Masters,14, Married-spouse-absent, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -47, Private,46857, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -59, State-gov,105363, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -26, Private,195105, HS-grad,9, Never-married, Sales, Not-in-family, Other, Male,0,0,40, United-States, <=50K -35, Private,184117, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -61, Self-emp-inc,134768, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, Germany, >50K -17,,145886, 11th,7, Never-married,, Own-child, White, Female,0,0,30, United-States, <=50K -36, Private,153078, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,60,, >50K -62,,225652, 7th-8th,4, Married-civ-spouse,, Husband, White, Male,3411,0,50, United-States, <=50K -34, Private,467108, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, >50K -32, Self-emp-inc,199765, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,7688,0,50, United-States, >50K -42, Private,173938, HS-grad,9, Separated, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -39, Private,191161, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -58, Private,132606, 5th-6th,3, Divorced, Machine-op-inspct, Not-in-family, Black, Male,0,0,40, United-States, <=50K -61, Self-emp-not-inc,30073, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,1848,60, United-States, >50K -40, Private,155190, 10th,6, Never-married, Craft-repair, Other-relative, Black, Male,0,0,55, United-States, <=50K -31, Private,42900, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Male,0,0,37, United-States, <=50K -36, Private,191161, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -23, Private,181820, Some-college,10, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -33, Private,105974, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,41, United-States, <=50K -52, Private,146378, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -22, Private,103440, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,24, United-States, <=50K -51, Private,203435, Some-college,10, Divorced, Sales, Unmarried, White, Female,0,0,40, Italy, <=50K -31, Federal-gov,168312, Assoc-voc,11, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -49, Self-emp-inc,257764, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -49, Private,171301, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, Black, Female,0,0,40, United-States, <=50K -53, Federal-gov,225339, Some-college,10, Widowed, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -52, Private,152234, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,99999,0,40, Japan, >50K -20, Private,444554, 10th,6, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -26, Private,403788, Assoc-acdm,12, Never-married, Other-service, Own-child, Black, Male,0,0,40, United-States, <=50K -61,,190997, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,6, United-States, <=50K -43, Private,221550, Masters,14, Never-married, Other-service, Not-in-family, White, Female,0,0,30, Poland, <=50K -46, Self-emp-inc,98929, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,52, United-States, <=50K -43, Local-gov,169203, Assoc-voc,11, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,35, United-States, <=50K -41, Private,102332, HS-grad,9, Divorced, Sales, Unmarried, Black, Female,0,0,40, United-States, <=50K -44, Self-emp-not-inc,230684, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,55, United-States, <=50K -54, Private,449257, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -65, Private,198766, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,20051,0,40, United-States, >50K -32, Private,97429, Bachelors,13, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, Canada, <=50K -25, Private,208999, Some-college,10, Separated, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -23, Private,37072, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -25, Local-gov,163101, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,45, United-States, <=50K -19, Private,119075, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,50, United-States, <=50K -37, Self-emp-not-inc,137314, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -45, Private,127303, Some-college,10, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,45, United-States, <=50K -37, Private,349116, HS-grad,9, Never-married, Sales, Not-in-family, Black, Male,0,0,44, United-States, <=50K -40, Self-emp-not-inc,266324, Some-college,10, Divorced, Exec-managerial, Other-relative, White, Male,0,1564,70, Iran, >50K -19,,194095, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -17, Private,46496, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,5, United-States, <=50K -27, Private,29904, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -40, Local-gov,289403, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,1887,40,, >50K -59, Private,226922, HS-grad,9, Divorced, Sales, Unmarried, White, Female,0,1762,30, United-States, <=50K -19, Federal-gov,234151, HS-grad,9, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -43, Private,238287, 10th,6, Never-married, Machine-op-inspct, Not-in-family, Black, Male,0,0,40, United-States, <=50K -42, Private,230624, 10th,6, Never-married, Transport-moving, Unmarried, White, Male,0,0,40, United-States, >50K -54, Private,398212, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,5013,0,40, United-States, <=50K -54, Self-emp-not-inc,114758, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -51, Private,246519, 10th,6, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,2105,0,45, United-States, <=50K -50, Private,137815, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, >50K -40, Private,260696, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -55, Private,325007, Assoc-acdm,12, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,25, United-States, <=50K -50, Private,113176, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -31, Private,66815, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -42,,51795, HS-grad,9, Divorced,, Unmarried, Black, Female,0,0,32, United-States, <=50K -24, Private,241523, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,45, United-States, >50K -30, Private,30226, 11th,7, Divorced, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -39, Local-gov,352628, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Wife, White, Female,0,0,50, United-States, >50K -37, Private,143912, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,50, United-States, <=50K -33, Private,130021, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -48, Private,329778, HS-grad,9, Widowed, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -43, Self-emp-inc,196945, HS-grad,9, Married-civ-spouse, Other-service, Husband, Asian-Pac-Islander, Male,0,0,78, Thailand, <=50K -39, Private,24342, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -53, Private,34368, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -52, Self-emp-not-inc,173839, 10th,6, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -28, State-gov,73211, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, Asian-Pac-Islander, Male,0,0,20, United-States, <=50K -32, Private,86723, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,52, United-States, <=50K -31, Private,179186, Bachelors,13, Married-civ-spouse, Sales, Husband, Black, Male,0,0,90, United-States, >50K -31, Private,127610, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -47, Private,115070, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -19,,172582, Some-college,10, Never-married,, Own-child, White, Male,0,0,50, United-States, <=50K -40, Private,256202, Assoc-voc,11, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,0,0,40, United-States, <=50K -40, Private,202872, Assoc-acdm,12, Never-married, Adm-clerical, Own-child, White, Female,0,0,45, United-States, <=50K -41, Private,184102, 11th,7, Divorced, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -53, Federal-gov,130703, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,40, United-States, <=50K -46, Private,134727, 11th,7, Divorced, Machine-op-inspct, Unmarried, Amer-Indian-Eskimo, Male,0,0,43, Germany, <=50K -45, Self-emp-inc,36228, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,4386,0,35, United-States, >50K -39, Private,297847, 9th,5, Married-civ-spouse, Other-service, Wife, Black, Female,3411,0,34, United-States, <=50K -19, Private,213644, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -57, Private,173796, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,1887,40, United-States, >50K -49, Private,147322, Assoc-voc,11, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,40, Peru, <=50K -59, Private,296253, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -32, Private,180871, Assoc-voc,11, Divorced, Sales, Not-in-family, White, Male,0,0,50, United-States, >50K -18,,169882, Some-college,10, Never-married,, Own-child, White, Female,594,0,15, United-States, <=50K -35, State-gov,211115, Some-college,10, Never-married, Protective-serv, Not-in-family, Black, Male,0,0,40, United-States, <=50K -58, Self-emp-inc,183870, 10th,6, Married-civ-spouse, Transport-moving, Wife, White, Female,0,0,40, United-States, <=50K -28, Private,441620, Bachelors,13, Never-married, Other-service, Not-in-family, White, Male,0,0,43, Mexico, <=50K -36, Federal-gov,218542, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -41, Self-emp-not-inc,141327, Masters,14, Divorced, Prof-specialty, Unmarried, White, Female,0,0,35, United-States, <=50K -47, Private,67716, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -50, Self-emp-inc,175339, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1672,60, United-States, <=50K -61,,347089, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,16, United-States, <=50K -36, Private,336595, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -38, Private,27997, Assoc-voc,11, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -56, Self-emp-not-inc,145574, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,1902,60, United-States, >50K -50, Private,30447, Assoc-voc,11, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, <=50K -45, Self-emp-not-inc,256866, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,5013,0,40, United-States, <=50K -44, Self-emp-not-inc,120837, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,66, United-States, <=50K -51, Private,185283, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -44, Self-emp-inc,229466, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -25, Private,298225, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -60, Private,185749, 11th,7, Widowed, Transport-moving, Unmarried, Black, Male,0,0,40, United-States, <=50K -17,,333100, 10th,6, Never-married,, Own-child, White, Male,1055,0,30, United-States, <=50K -49, Self-emp-inc,125892, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -46, Private,563883, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,60, United-States, >50K -56, Private,311249, HS-grad,9, Widowed, Adm-clerical, Unmarried, Black, Female,0,0,38, United-States, <=50K -25, Private,221757, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,3325,0,45, United-States, <=50K -22, Private,310152, Some-college,10, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -76,,211453, HS-grad,9, Widowed,, Not-in-family, Black, Female,0,0,2, United-States, <=50K -41, Self-emp-inc,94113, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -48, Self-emp-inc,192945, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,40, United-States, >50K -46, Private,161508, 10th,6, Never-married, Machine-op-inspct, Not-in-family, Black, Male,0,0,40, United-States, <=50K -30, Private,177675, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, >50K -39, Private,51100, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -40, Private,100584, 10th,6, Divorced, Craft-repair, Not-in-family, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -70, Federal-gov,163003, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,40, United-States, <=50K -35, Private,67728, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,2051,45, United-States, <=50K -49, Private,101320, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,75, United-States, <=50K -24, Private,42706, Assoc-voc,11, Never-married, Protective-serv, Not-in-family, White, Male,0,0,60, United-States, <=50K -40, Private,228535, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, White, Male,7298,0,36, United-States, >50K -61, Private,120939, Prof-school,15, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,5, United-States, >50K -25, Private,98283, Bachelors,13, Never-married, Prof-specialty, Own-child, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -28, Local-gov,216481, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -69, State-gov,208869, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,11, United-States, <=50K -22, Private,207940, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Female,0,0,36, United-States, <=50K -47, Private,34248, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,38, United-States, <=50K -38, Private,83727, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,48, United-States, <=50K -26, Private,183077, Assoc-voc,11, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -17, Private,197850, 11th,7, Never-married, Adm-clerical, Own-child, Asian-Pac-Islander, Female,0,0,24, United-States, <=50K -33, Self-emp-not-inc,235271, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,35, United-States, <=50K -43, Self-emp-not-inc,35236, HS-grad,9, Married-spouse-absent, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -58, Private,255822, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -53, Self-emp-inc,263925, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,99999,0,40, United-States, >50K -26, Private,256263, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,25, United-States, <=50K -43, Local-gov,293535, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,40, United-States, >50K -31, Private,209448, 10th,6, Married-civ-spouse, Farming-fishing, Husband, White, Male,2105,0,40, Mexico, <=50K -30, Private,57651, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Male,0,2001,42, United-States, <=50K -25, Private,174592, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,25, United-States, <=50K -57, Federal-gov,278763, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -37, Private,175232, Masters,14, Divorced, Exec-managerial, Unmarried, White, Male,0,0,60, United-States, >50K -32, Private,402812, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,48, United-States, <=50K -26, Private,101150, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,41, United-States, <=50K -45, Private,103538, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -53, State-gov,156877, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,15024,0,35, United-States, >50K -27, Private,23940, HS-grad,9, Never-married, Handlers-cleaners, Other-relative, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -28, Self-emp-inc,210295, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -32, Private,80058, 11th,7, Divorced, Sales, Not-in-family, White, Male,0,0,43, United-States, >50K -35, Private,187119, Bachelors,13, Divorced, Sales, Not-in-family, White, Female,0,1980,65, United-States, <=50K -36, Self-emp-not-inc,105021, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -19, Private,225775, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -37, Self-emp-inc,395831, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,80, United-States, >50K -49, Private,50282, Some-college,10, Divorced, Machine-op-inspct, Not-in-family, White, Male,3325,0,45, United-States, <=50K -20, Private,32732, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,45, United-States, <=50K -64, Self-emp-inc,179436, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,55, United-States, >50K -60,,290593, Masters,14, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,123253, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,42, United-States, <=50K -58, State-gov,48433, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,245317, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -20, Private,431745, Some-college,10, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,14, United-States, <=50K -42, State-gov,436006, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,40, United-States, <=50K -25, Private,224943, Some-college,10, Married-spouse-absent, Prof-specialty, Unmarried, Black, Male,0,0,40, United-States, <=50K -30, Self-emp-not-inc,167990, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,65, United-States, >50K -37, Self-emp-inc,217054, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,35, United-States, >50K -66, Self-emp-not-inc,298834, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -59, Self-emp-inc,125000, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, England, >50K -44, Private,123983, Bachelors,13, Divorced, Other-service, Not-in-family, Asian-Pac-Islander, Male,0,0,40, China, <=50K -46, Private,155489, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,58, United-States, >50K -59, Private,284834, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, White, Female,2885,0,30, United-States, <=50K -25, Private,212495, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Male,0,1340,40, United-States, <=50K -17, Local-gov,32124, 9th,5, Never-married, Other-service, Own-child, Black, Male,0,0,9, United-States, <=50K -47, Local-gov,246891, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -47, State-gov,141483, 9th,5, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -30, Private,31985, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -20, Private,170800, Some-college,10, Never-married, Farming-fishing, Own-child, White, Female,0,0,40, United-States, <=50K -26, Local-gov,166295, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,2339,55, United-States, <=50K -20, Private,231286, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, Black, Male,0,0,15, United-States, <=50K -33, Private,159322, HS-grad,9, Divorced, Other-service, Unmarried, White, Male,0,0,40, United-States, <=50K -48, Private,176026, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -52, Private,118025, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,99999,0,50, United-States, >50K -37, Private,26898, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,12, United-States, <=50K -47, Private,232628, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -40, Private,85995, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -48, Private,125421, Masters,14, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, >50K -49, Private,245305, 10th,6, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,42, United-States, >50K -50, Private,73493, Some-college,10, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -30, Private,197058, Assoc-acdm,12, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -34, Private,122116, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -43, Private,75742, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,214731, 10th,6, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,40, United-States, <=50K -35, Private,265954, HS-grad,9, Separated, Other-service, Not-in-family, Black, Male,0,0,40, United-States, <=50K -26, State-gov,197156, HS-grad,9, Divorced, Adm-clerical, Own-child, White, Female,0,0,30, United-States, <=50K -62, Private,162245, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1628,70, United-States, <=50K -39, Local-gov,203070, HS-grad,9, Separated, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, <=50K -59, Local-gov,165695, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -69,,473040, 5th-6th,3, Divorced,, Not-in-family, White, Male,0,0,40, United-States, <=50K -27, Private,168107, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -17, Private,163494, 10th,6, Never-married, Sales, Own-child, White, Male,0,0,30, United-States, <=50K -38, Private,180342, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,122381, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1887,50, United-States, >50K -27, Private,148069, 10th,6, Never-married, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -23, Private,200973, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -17, Private,130806, 10th,6, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,24, United-States, <=50K -56, Private,117148, 7th-8th,4, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -24, Private,213977, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -62, Private,134768, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,40,, >50K -44, Private,139338, 12th,8, Divorced, Transport-moving, Unmarried, Black, Male,0,0,40, United-States, <=50K -23, Private,315877, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,30, United-States, <=50K -41, Self-emp-not-inc,195124, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,50,, <=50K -25, Private,352057, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,65, United-States, <=50K -21, Private,236684, Some-college,10, Never-married, Other-service, Other-relative, Black, Female,0,0,8, United-States, <=50K -18, Private,208447, 12th,8, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,6, United-States, <=50K -45, Private,149640, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -75,,111177, Bachelors,13, Widowed,, Not-in-family, White, Female,25124,0,16, United-States, >50K -51, Private,154342, 7th-8th,4, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -42, Federal-gov,141459, HS-grad,9, Separated, Other-service, Other-relative, Black, Female,0,0,40, United-States, <=50K -47, Private,111797, Some-college,10, Never-married, Other-service, Not-in-family, Black, Female,0,0,35, Outlying-US(Guam-USVI-etc), <=50K -29, Private,111900, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,78707, 11th,7, Never-married, Other-service, Not-in-family, Black, Male,0,0,40, United-States, <=50K -43, Local-gov,160574, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -20,,174714, Some-college,10, Never-married,, Own-child, White, Male,0,0,16, United-States, <=50K -19,,62534, Bachelors,13, Never-married,, Own-child, Black, Female,0,0,40, Jamaica, <=50K -44, Private,216907, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1848,40, United-States, >50K -24, Private,198148, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,30, United-States, <=50K -19, Private,124265, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -49,,261059, 10th,6, Separated,, Own-child, White, Male,2176,0,40, United-States, <=50K -52, Private,208137, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -38, Self-emp-not-inc,257250, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,52, United-States, <=50K -24, State-gov,147253, Some-college,10, Never-married, Tech-support, Not-in-family, White, Male,0,0,50, United-States, <=50K -32, Local-gov,244268, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -72,,213255, HS-grad,9, Widowed,, Not-in-family, White, Female,0,0,8, United-States, <=50K -26, Private,266912, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -31, Private,169104, Bachelors,13, Never-married, Sales, Own-child, Asian-Pac-Islander, Male,0,0,40,, <=50K -29, Private,200511, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -39, Private,128715, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Male,10520,0,40, United-States, >50K -48, Self-emp-not-inc,65535, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -40, Private,103395, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -51, Private,71046, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Male,0,0,45, Scotland, <=50K -28, Self-emp-not-inc,125442, HS-grad,9, Divorced, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -22, Private,169188, HS-grad,9, Never-married, Exec-managerial, Own-child, White, Female,0,0,20, United-States, <=50K -23, Private,121471, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -65, Private,207281, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,16, United-States, <=50K -26, Local-gov,46097, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -20,,206671, Some-college,10, Never-married,, Own-child, White, Male,1055,0,50, United-States, <=50K -55, Private,98361, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,50,, >50K -38, Self-emp-not-inc,322143, Bachelors,13, Married-civ-spouse, Other-service, Husband, White, Male,0,0,10, United-States, <=50K -33, Private,149184, HS-grad,9, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,60, United-States, >50K -33, Local-gov,119829, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,60, United-States, <=50K -37, Private,910398, Bachelors,13, Never-married, Sales, Not-in-family, Black, Female,0,0,40, United-States, <=50K -19, Private,176570, 11th,7, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,60, United-States, <=50K -24, Private,216129, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -30, Private,27207, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -57, State-gov,68830, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, <=50K -22, State-gov,178818, Some-college,10, Never-married, Prof-specialty, Own-child, White, Female,0,0,20, United-States, <=50K -57, Private,236944, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, >50K -46, State-gov,273771, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -67, Private,318533, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,35, United-States, <=50K -35,,451940, HS-grad,9, Never-married,, Unmarried, Black, Female,0,0,40, United-States, <=50K -47, Private,102318, HS-grad,9, Separated, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -39, Private,379350, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -50, Private,21095, Some-college,10, Divorced, Other-service, Unmarried, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -58, Self-emp-not-inc,211547, 12th,8, Divorced, Sales, Not-in-family, White, Female,0,0,52, United-States, <=50K -36, Private,85272, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,30, United-States, >50K -45, Private,46406, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,36, England, >50K -54, Private,53833, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -26, Private,161007, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Male,0,0,30, United-States, <=50K -60, Private,53707, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -46, Private,370119, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,60, United-States, >50K -26, Private,310907, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,35, United-States, <=50K -32, Private,375833, 11th,7, Never-married, Craft-repair, Other-relative, White, Male,0,0,40, United-States, <=50K -38, Local-gov,107513, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -48, Self-emp-not-inc,58683, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,70, United-States, >50K -44, Self-emp-not-inc,179557, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,45, United-States, >50K -37, Private,70240, HS-grad,9, Never-married, Other-service, Own-child, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -44, Private,147206, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,175548, HS-grad,9, Never-married, Other-service, Not-in-family, Other, Female,0,0,35, United-States, <=50K -61, Self-emp-not-inc,163174, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,35, United-States, >50K -51, Private,126010, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -52, Private,147876, Bachelors,13, Married-civ-spouse, Sales, Wife, White, Female,15024,0,60, United-States, >50K -45, Private,428350, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,1740,40, United-States, <=50K -36,,200904, Assoc-acdm,12, Married-civ-spouse,, Wife, Black, Female,0,0,21, Haiti, <=50K -39, Private,328466, 11th,7, Married-civ-spouse, Other-service, Husband, White, Male,2407,0,70, Mexico, <=50K -67, Local-gov,258973, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,24, United-States, <=50K -40, State-gov,345969, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -27, Private,127796, 5th-6th,3, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,35, Mexico, <=50K -37, Private,405723, 1st-4th,2, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Mexico, <=50K -57, Private,175942, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -27, Private,284196, 10th,6, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -28, Private,89718, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,2202,0,48, United-States, <=50K -34, Self-emp-inc,175761, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -54, Private,206369, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,5178,0,50, United-States, >50K -52, Private,158993, HS-grad,9, Divorced, Other-service, Other-relative, Black, Female,0,0,38, United-States, <=50K -42, Private,285066, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -48, Private,126754, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,40, United-States, >50K -65, State-gov,209280, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,6514,0,35, United-States, >50K -55, Self-emp-not-inc,52888, Prof-school,15, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,10, United-States, <=50K -71, Self-emp-inc,133821, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,20, United-States, >50K -33, Private,240763, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, <=50K -30, Private,39054, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,119272, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -59, Private,143372, 10th,6, Divorced, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -19, Private,323421, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,20, United-States, <=50K -36, Self-emp-not-inc,136028, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,30, United-States, <=50K -26, Self-emp-not-inc,163189, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -34, Local-gov,202729, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,421871, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, >50K -44, Private,120277, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,50, Italy, >50K -26,,211798, HS-grad,9, Separated,, Unmarried, White, Female,0,0,40, United-States, <=50K -47, Private,198901, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, United-States, <=50K -18, Private,214617, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,16, United-States, <=50K -55, Self-emp-not-inc,179715, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,18, United-States, <=50K -49, Local-gov,107231, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,2002,40, United-States, <=50K -44, Private,110355, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -43, Private,184378, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -62, Private,273454, 7th-8th,4, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, Cuba, <=50K -44, Private,443040, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,0,0,40, United-States, <=50K -39,,71701, HS-grad,9, Divorced,, Unmarried, White, Female,0,0,40, United-States, <=50K -50, Self-emp-inc,160151, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -35, Private,107991, 11th,7, Never-married, Sales, Not-in-family, White, Male,0,0,45, United-States, <=50K -52, Private,94391, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -46, Private,99835, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -44, Private,43711, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,7688,0,40, United-States, >50K -43, Private,83756, Some-college,10, Never-married, Exec-managerial, Unmarried, White, Male,0,0,50, United-States, <=50K -51, Private,120914, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,2961,0,40, United-States, <=50K -20, Private,180052, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,20, United-States, <=50K -47, Private,170846, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, Italy, >50K -43, Private,37937, Masters,14, Divorced, Exec-managerial, Unmarried, White, Male,0,0,50, United-States, <=50K -64,,168340, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40,, >50K -24, Private,38455, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -27, Federal-gov,128059, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -32, Private,420895, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,166744, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,12, United-States, <=50K -26, Private,238768, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,60, United-States, <=50K -43, Private,176270, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,99999,0,60, United-States, >50K -50, Private,140592, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,40, United-States, <=50K -20, Self-emp-not-inc,211466, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,80, United-States, <=50K -37, Private,188540, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,45, United-States, >50K -43, Private,39581, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Female,0,0,45, United-States, <=50K -37, Private,171150, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1887,50, United-States, >50K -53, Private,117496, 9th,5, Divorced, Other-service, Not-in-family, White, Female,0,0,36, Canada, <=50K -44, Private,145160, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -25, Private,28520, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -17, Private,103851, 11th,7, Never-married, Adm-clerical, Own-child, White, Female,1055,0,20, United-States, <=50K -19, Private,375077, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,50, United-States, <=50K -53, State-gov,281590, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,15024,0,40, United-States, >50K -44, Private,151504, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -51, Private,415287, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,1902,40, United-States, >50K -49, Private,32212, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,43, United-States, <=50K -35, Private,123606, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -44, Private,202565, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,45, United-States, <=50K -54, Private,177927, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -37, Private,256723, Some-college,10, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,35, United-States, <=50K -18, Private,46247, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,15, United-States, <=50K -24, Private,266926, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,112031, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Female,0,0,50, United-States, <=50K -22,,376277, Some-college,10, Divorced,, Not-in-family, White, Female,0,0,35, United-States, <=50K -35, Private,168817, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -56, Private,187487, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, United-States, >50K -32,,158784, 7th-8th,4, Widowed,, Not-in-family, White, Female,0,0,40, United-States, <=50K -24, Private,67222, Bachelors,13, Never-married, Machine-op-inspct, Not-in-family, Asian-Pac-Islander, Male,0,0,45, China, <=50K -43, Private,201723, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,40, United-States, >50K -73, Private,267408, HS-grad,9, Widowed, Sales, Other-relative, White, Female,0,0,15, United-States, <=50K -47, Federal-gov,168191, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40,, <=50K -49, Private,105444, 12th,8, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,39, United-States, <=50K -38, Private,156728, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -31, Private,148600, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, <=50K -39, Private,19914, Some-college,10, Divorced, Adm-clerical, Unmarried, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -42, Private,190767, Bachelors,13, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -41, Private,233955, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,45, China, >50K -35, Private,30381, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -38, Private,187069, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, <=50K -31, Private,367314, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -51, Local-gov,101119, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,70, United-States, <=50K -38, Private,86551, Bachelors,13, Divorced, Sales, Not-in-family, White, Male,0,0,48, United-States, >50K -40, Local-gov,218995, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,42, United-States, >50K -21, Private,57711, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -44, Private,303521, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -55, Private,199067, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -29, Private,247445, HS-grad,9, Divorced, Sales, Not-in-family, White, Male,0,0,45, United-States, <=50K -49, Private,186078, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,50, United-States, >50K -31, Private,77634, Assoc-voc,11, Married-civ-spouse, Other-service, Husband, White, Male,0,0,42, United-States, <=50K -24, Private,180060, Masters,14, Never-married, Exec-managerial, Own-child, White, Male,6849,0,90, United-States, <=50K -46, Private,56482, Some-college,10, Never-married, Exec-managerial, Not-in-family, Black, Male,0,0,40, United-States, <=50K -26, Private,314177, HS-grad,9, Never-married, Sales, Not-in-family, Black, Male,0,0,40, United-States, <=50K -35, Private,239755, Bachelors,13, Never-married, Other-service, Not-in-family, White, Male,0,0,38, United-States, <=50K -27, Private,377680, Assoc-voc,11, Never-married, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -64, Self-emp-not-inc,134960, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,35, United-States, >50K -26, Private,294493, Bachelors,13, Never-married, Craft-repair, Other-relative, White, Male,0,0,40, United-States, <=50K -21, Private,32616, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,1719,16, United-States, <=50K -45, Private,182655, Bachelors,13, Divorced, Other-service, Not-in-family, White, Male,0,0,45,, >50K -57, Local-gov,52267, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,72, United-States, <=50K -30, Private,117963, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -45, Private,98881, 11th,7, Married-civ-spouse, Other-service, Wife, White, Female,0,0,32, United-States, <=50K -50, Private,196963, 7th-8th,4, Divorced, Craft-repair, Not-in-family, White, Female,0,0,30, United-States, <=50K -38, Private,166988, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -43, Self-emp-not-inc,193459, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -42, Private,182342, Some-college,10, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,55, United-States, <=50K -32, Private,496743, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -20, Private,154781, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -27, Private,219371, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,35, United-States, <=50K -45, Private,99179, 11th,7, Widowed, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -40, Private,224910, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Private,304651, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,60, United-States, <=50K -37, Private,349689, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -60, Private,106850, 10th,6, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -53, Self-emp-not-inc,196328, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,45, United-States, >50K -25, Private,169323, Bachelors,13, Married-civ-spouse, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -47, Self-emp-not-inc,162924, Bachelors,13, Divorced, Exec-managerial, Not-in-family, Asian-Pac-Islander, Male,0,0,60, Japan, <=50K -40, Self-emp-not-inc,34037, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,70, United-States, <=50K -51,,167651, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -19, Private,197384, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,10, United-States, <=50K -42, Private,251795, Some-college,10, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,50, United-States, >50K -65,,266081, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,165309, Bachelors,13, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -28, Private,215873, 10th,6, Never-married, Machine-op-inspct, Own-child, Black, Male,0,0,45, United-States, <=50K -46, Private,133938, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Female,27828,0,50, United-States, >50K -49, Private,159816, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,99999,0,20, United-States, >50K -24, Private,228424, HS-grad,9, Never-married, Handlers-cleaners, Other-relative, Black, Male,0,0,40, United-States, <=50K -32, Private,195576, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -71, Private,105200, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,6767,0,20, United-States, <=50K -26, Private,167350, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,3103,0,40, United-States, >50K -29, Private,52199, HS-grad,9, Married-spouse-absent, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, <=50K -50, Private,171338, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,99999,0,50, United-States, >50K -51, Private,120173, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,3103,0,50, United-States, >50K -17,,158762, 10th,6, Never-married,, Own-child, White, Female,0,0,20, United-States, <=50K -49, Private,169818, HS-grad,9, Married-civ-spouse, Other-service, Wife, Black, Female,0,0,40, United-States, >50K -31, Private,288419, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,207546, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -59, Local-gov,147707, HS-grad,9, Widowed, Farming-fishing, Unmarried, White, Male,0,2339,40, United-States, <=50K -17,,228373, 10th,6, Never-married,, Own-child, White, Male,0,0,30, United-States, <=50K -43, Private,193882, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,7688,0,40, United-States, >50K -38, Private,31033, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,7298,0,40, United-States, >50K -37, Private,272950, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,183523, 10th,6, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -39, Private,238415, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -31, Private,19302, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Male,2202,0,38, United-States, <=50K -42, Local-gov,339671, Bachelors,13, Married-spouse-absent, Prof-specialty, Not-in-family, White, Female,8614,0,45, United-States, >50K -35, Local-gov,103260, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,35, United-States, >50K -39, Private,79331, Masters,14, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,15024,0,40, United-States, >50K -40, Private,135056, Assoc-acdm,12, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -66, Private,142723, 5th-6th,3, Married-spouse-absent, Handlers-cleaners, Unmarried, White, Female,0,0,40, Puerto-Rico, <=50K -30, Federal-gov,188569, 9th,5, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -43, Private,57322, Assoc-acdm,12, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -47, Private,178309, 9th,5, Never-married, Other-service, Unmarried, White, Female,0,0,50, United-States, <=50K -45, Private,166107, Masters,14, Never-married, Adm-clerical, Not-in-family, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -31, Private,53042, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, Trinadad&Tobago, <=50K -33, Private,155343, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,3103,0,40, United-States, >50K -32, Private,35595, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -28, Private,429507, Assoc-acdm,12, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,0,0,40, United-States, <=50K -50, Federal-gov,159670, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -63, Private,151210, 7th-8th,4, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -28, Private,186792, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,204640, Some-college,10, Widowed, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -52, Private,87205, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,38, United-States, <=50K -38, Self-emp-inc,112847, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, >50K -41, Private,107306, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Male,2174,0,40, United-States, <=50K -50, State-gov,211319, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,38, United-States, <=50K -59, Private,183606, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,205390, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,49, United-States, <=50K -73, Local-gov,232871, 7th-8th,4, Married-civ-spouse, Protective-serv, Husband, White, Male,2228,0,10, United-States, <=50K -52, Self-emp-inc,101017, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Male,0,0,38, United-States, <=50K -57, Private,114495, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -35, Private,183898, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,50, United-States, >50K -51, Private,163921, Bachelors,13, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,56, United-States, >50K -22, Private,311764, 11th,7, Widowed, Sales, Own-child, Black, Female,0,0,35, United-States, <=50K -49, Private,188330, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -22, Private,267174, HS-grad,9, Never-married, Handlers-cleaners, Own-child, Black, Male,0,0,40, United-States, <=50K -46, Local-gov,36228, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1902,40, United-States, <=50K -48, Private,199739, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Female,0,0,40, United-States, <=50K -52, Private,185407, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40,, <=50K -43, State-gov,206139, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,50, United-States, >50K -25, Private,282063, 7th-8th,4, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, Mexico, <=50K -31, Private,332379, 7th-8th,4, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -19, Private,418324, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,36, United-States, <=50K -19,,263338, Some-college,10, Never-married,, Own-child, White, Male,0,0,45, United-States, <=50K -51, Private,158948, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,84, United-States, >50K -51, Private,221532, Bachelors,13, Divorced, Exec-managerial, Unmarried, White, Male,0,0,40, United-States, >50K -22, Self-emp-not-inc,202920, HS-grad,9, Never-married, Prof-specialty, Unmarried, White, Female,99999,0,40, Dominican-Republic, >50K -37, Local-gov,118909, HS-grad,9, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,35, United-States, <=50K -19, Private,286469, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,30, United-States, <=50K -45, Private,191914, HS-grad,9, Divorced, Transport-moving, Unmarried, White, Female,0,0,55, United-States, <=50K -21, State-gov,142766, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,10, United-States, <=50K -52, Private,198744, HS-grad,9, Widowed, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -46, Local-gov,272780, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,24, United-States, <=50K -42, State-gov,219553, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,38, United-States, <=50K -56, Private,261232, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -23, Private,64292, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -58, Private,312131, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -70, Private,30713, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,30, United-States, <=50K -30, Private,246439, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Male,0,0,40, United-States, <=50K -45, Private,338105, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -23, Private,228243, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,44, United-States, <=50K -34, Local-gov,62463, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,1579,40, United-States, <=50K -38, Private,31603, Bachelors,13, Married-civ-spouse, Craft-repair, Wife, White, Female,0,0,40, United-States, <=50K -24, Private,165054, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -53, Private,121618, 7th-8th,4, Never-married, Transport-moving, Not-in-family, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -45, Federal-gov,273194, HS-grad,9, Never-married, Transport-moving, Not-in-family, Black, Male,3325,0,40, United-States, <=50K -21,,163665, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -21, Private,538319, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,40, Puerto-Rico, <=50K -34, Private,238246, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -32, Self-emp-inc,244665, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,5178,0,45, United-States, >50K -21, Private,131811, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -63,,231777, Masters,14, Married-civ-spouse,, Husband, White, Male,0,0,30, United-States, <=50K -23, Private,156807, 9th,5, Never-married, Handlers-cleaners, Own-child, Black, Male,0,0,36, United-States, <=50K -28, Private,236861, Bachelors,13, Divorced, Craft-repair, Unmarried, White, Male,0,0,50, United-States, <=50K -29, Self-emp-not-inc,229842, HS-grad,9, Never-married, Transport-moving, Unmarried, Black, Male,0,0,45, United-States, <=50K -25, Local-gov,190057, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -44, State-gov,55076, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,60, United-States, <=50K -18, Private,152545, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,8, United-States, <=50K -26, Private,153434, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,24, United-States, <=50K -47, Local-gov,171095, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,35, United-States, >50K -23, Private,239322, HS-grad,9, Divorced, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -46, Private,138999, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -61, Local-gov,95450, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,5178,0,50, United-States, >50K -25, Private,176520, HS-grad,9, Never-married, Craft-repair, Other-relative, White, Male,0,0,40, United-States, <=50K -38, Local-gov,72338, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, Asian-Pac-Islander, Male,0,0,54, United-States, >50K -60,,386261, Bachelors,13, Married-spouse-absent,, Unmarried, Black, Female,0,0,15, United-States, <=50K -23, Private,235722, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,20, United-States, <=50K -36, Federal-gov,128884, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,48, United-States, <=50K -46, Private,187226, 9th,5, Divorced, Other-service, Not-in-family, White, Male,0,0,25, United-States, <=50K -32, Self-emp-not-inc,298332, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -40, Private,173607, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,226756, HS-grad,9, Never-married, Adm-clerical, Own-child, Black, Male,0,0,40, United-States, <=50K -31, Private,157887, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,65, United-States, >50K -32, State-gov,171111, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,37, United-States, <=50K -21, Private,126314, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,10, United-States, <=50K -63, Private,174018, Some-college,10, Married-civ-spouse, Sales, Husband, Black, Male,0,0,40, United-States, >50K -44, Private,144778, Some-college,10, Separated, Exec-managerial, Not-in-family, White, Male,0,0,45, United-States, >50K -42, Self-emp-not-inc,201522, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -23,,22966, Bachelors,13, Never-married,, Own-child, White, Male,0,0,35, United-States, <=50K -30, Private,399088, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,45, United-States, <=50K -24, Private,282202, HS-grad,9, Never-married, Other-service, Unmarried, White, Male,0,0,40, El-Salvador, <=50K -42, Private,102606, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -44, Self-emp-not-inc,246862, HS-grad,9, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, Italy, >50K -27, Federal-gov,508336, Bachelors,13, Never-married, Exec-managerial, Not-in-family, Black, Male,0,0,48, United-States, <=50K -27, Local-gov,263431, Some-college,10, Never-married, Exec-managerial, Unmarried, White, Male,0,0,40, United-States, <=50K -22, Private,235733, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,45, United-States, <=50K -68, Private,107910, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -55, Self-emp-not-inc,184425, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,99, United-States, >50K -22, Self-emp-not-inc,143062, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,40, Greece, <=50K -25, Private,199545, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,15, United-States, <=50K -68, Self-emp-not-inc,197015, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,45, United-States, <=50K -62, Private,149617, Some-college,10, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,16, United-States, <=50K -26, Private,33610, HS-grad,9, Divorced, Other-service, Other-relative, White, Male,0,0,40, United-States, <=50K -34, Private,192002, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, >50K -68, Private,67791, Some-college,10, Widowed, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -42, Local-gov,445382, Bachelors,13, Separated, Exec-managerial, Not-in-family, White, Male,0,0,45, United-States, >50K -45, Private,112283, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, <=50K -26, Private,157249, 11th,7, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -25, Private,109872, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, <=50K -23, Private,119838, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,50, United-States, <=50K -29, Private,149943, Some-college,10, Never-married, Other-service, Not-in-family, Other, Male,0,1590,40,, <=50K -65, Without-pay,27012, 7th-8th,4, Widowed, Farming-fishing, Unmarried, White, Female,0,0,50, United-States, <=50K -31, Private,91666, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,50, United-States, <=50K -26, Private,270276, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -39, Private,179271, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -44, Private,161819, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -45, Local-gov,339681, Masters,14, Divorced, Prof-specialty, Unmarried, White, Female,1506,0,45, United-States, <=50K -26, Self-emp-not-inc,219897, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, <=50K -26, Private,91683, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,35, United-States, <=50K -36, Private,188834, 9th,5, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -38, Private,187046, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -39, Private,191807, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, White, Male,0,0,48, United-States, <=50K -52, Self-emp-inc,179951, Prof-school,15, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,324420, 1st-4th,2, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, Mexico, <=50K -41, Self-emp-not-inc,66632, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -42, Local-gov,121718, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,60, United-States, >50K -47, Private,162034, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,70, United-States, <=50K -28, Local-gov,218990, Assoc-voc,11, Married-civ-spouse, Protective-serv, Husband, Black, Male,0,0,46, United-States, <=50K -25, Local-gov,125863, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,35, United-States, <=50K -35, Private,225330, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -32, Private,120426, HS-grad,9, Separated, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -38, Private,119741, Masters,14, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, >50K -44, Private,32000, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,18, United-States, >50K -21,,124242, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -27, Private,278581, Bachelors,13, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -30, Private,230224, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,55, United-States, >50K -30, Private,204374, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,1741,48, United-States, <=50K -45, Private,188386, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,1628,45, United-States, <=50K -20, Private,164922, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -57, Private,195176, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,80, United-States, <=50K -43, Private,166740, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,48, United-States, <=50K -50,,156008, 11th,7, Married-civ-spouse,, Own-child, Black, Female,0,0,40, United-States, <=50K -28, Private,162551, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Other-relative, Asian-Pac-Islander, Female,0,0,48, China, <=50K -25, Private,211231, HS-grad,9, Married-civ-spouse, Tech-support, Other-relative, White, Female,0,0,48, United-States, >50K -25, Private,169990, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -90, Private,221832, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -38, Local-gov,255454, Bachelors,13, Separated, Prof-specialty, Unmarried, Black, Male,0,0,40, United-States, <=50K -35, Private,28160, Bachelors,13, Married-spouse-absent, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -50, State-gov,159219, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, Canada, >50K -26, Local-gov,103148, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -39, Private,165186, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,45, United-States, <=50K -56, Private,31782, 10th,6, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -24, Local-gov,249101, HS-grad,9, Divorced, Protective-serv, Unmarried, Black, Female,0,0,40, United-States, <=50K -46, Private,243190, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,7688,0,40, United-States, >50K -18, Local-gov,153405, 11th,7, Never-married, Adm-clerical, Other-relative, White, Female,0,0,25, United-States, <=50K -37, Private,329980, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,2415,60, United-States, >50K -57, Private,176079, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -43, State-gov,218542, HS-grad,9, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -29, State-gov,303446, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,25, Nicaragua, <=50K -40, Private,102606, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -44, Self-emp-not-inc,483201, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -77, Local-gov,144608, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,6, United-States, <=50K -30, Private,226013, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Black, Male,0,0,40, United-States, <=50K -21, Private,165475, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -66, Private,263637, 10th,6, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,201495, 11th,7, Never-married, Transport-moving, Own-child, White, Male,0,0,35, United-States, <=50K -68, Private,213720, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -64, Private,170483, HS-grad,9, Widowed, Other-service, Not-in-family, White, Female,0,0,38, United-States, <=50K -26, Private,214303, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, <=50K -32, Private,190511, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -32, Private,242150, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,38, United-States, <=50K -51, Local-gov,159755, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -50, Private,147629, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,45, United-States, >50K -49, Private,268022, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -28, Private,188711, Bachelors,13, Never-married, Transport-moving, Unmarried, White, Male,0,0,20, United-States, <=50K -29, Private,452205, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,36, United-States, <=50K -21, Private,260847, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,30, United-States, <=50K -28, Private,291374, HS-grad,9, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -55, Private,189933, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -45, Self-emp-not-inc,133969, HS-grad,9, Married-civ-spouse, Sales, Husband, Asian-Pac-Islander, Male,0,0,50, South, >50K -35, Private,330664, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -31,,672412, 11th,7, Separated,, Not-in-family, Black, Male,0,0,40, United-States, <=50K -26, Private,122999, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,8614,0,40, United-States, >50K -30, Private,111415, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,55, Germany, <=50K -33, Private,217235, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,20, United-States, <=50K -40, Private,121956, Bachelors,13, Married-spouse-absent, Prof-specialty, Not-in-family, Asian-Pac-Islander, Male,13550,0,40, Cambodia, >50K -23, Private,120172, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Private,343403, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -48, Self-emp-not-inc,104790, 11th,7, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, >50K -39, Local-gov,473547, 10th,6, Divorced, Handlers-cleaners, Own-child, Black, Male,0,0,40, United-States, <=50K -53, Local-gov,260106, Prof-school,15, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, <=50K -49, Federal-gov,168232, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -31, Private,348491, Bachelors,13, Never-married, Exec-managerial, Not-in-family, Black, Female,0,0,40, United-States, <=50K -36, Private,24106, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,3103,0,40, United-States, >50K -60, Self-emp-inc,197553, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,50, United-States, >50K -29, Private,421065, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,48, United-States, <=50K -54, Self-emp-inc,138852, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -28,,169631, Assoc-acdm,12, Married-AF-spouse,, Wife, White, Female,0,0,3, United-States, <=50K -34, Private,379412, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -30, Private,181992, Some-college,10, Never-married, Sales, Not-in-family, Black, Female,0,0,35, United-States, <=50K -19, Private,365640, HS-grad,9, Never-married, Priv-house-serv, Not-in-family, White, Female,0,0,45,, <=50K -26, Private,236564, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -47, Private,363418, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,70, United-States, >50K -50, Private,112351, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Male,0,0,38, United-States, <=50K -30, Private,204704, Bachelors,13, Never-married, Exec-managerial, Unmarried, White, Female,0,0,45, United-States, >50K -44, Private,54611, Some-college,10, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,50, United-States, <=50K -49, Private,128132, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -75, Self-emp-not-inc,30599, Masters,14, Married-spouse-absent, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, <=50K -37, Private,379522, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, >50K -51, State-gov,196504, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,0,0,38, United-States, <=50K -35, Private,82552, HS-grad,9, Never-married, Craft-repair, Unmarried, White, Male,0,0,35, United-States, <=50K -28, Private,104024, Some-college,10, Never-married, Sales, Other-relative, White, Female,0,0,40, United-States, <=50K -66, Self-emp-not-inc,293114, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,1409,0,40, United-States, <=50K -72, Private,74141, 9th,5, Married-civ-spouse, Exec-managerial, Wife, Asian-Pac-Islander, Female,0,0,48, United-States, >50K -39, Private,192337, Bachelors,13, Separated, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -27, Private,262478, HS-grad,9, Never-married, Farming-fishing, Own-child, Black, Male,0,0,30, United-States, <=50K -57, Private,185072, Some-college,10, Never-married, Adm-clerical, Other-relative, Black, Female,0,0,40, Jamaica, <=50K -24, Private,296045, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,2635,0,38, United-States, <=50K -28, Private,246595, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,70, United-States, <=50K -23, Private,54472, Some-college,10, Married-spouse-absent, Other-service, Not-in-family, White, Female,0,0,50, United-States, <=50K -31, Private,331065, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,1408,40, United-States, <=50K -23, Private,161708, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -31, Private,264936, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -27, Local-gov,113545, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -30, Private,212237, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1740,45, United-States, <=50K -31, Private,170430, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,80,, <=50K -34, Private,173806, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,4865,0,60, United-States, <=50K -57, Federal-gov,370890, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,2258,40, United-States, <=50K -39, Private,505119, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, Cuba, >50K -23, Private,193089, 11th,7, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -24, Local-gov,33432, Assoc-acdm,12, Married-civ-spouse, Other-service, Wife, White, Female,0,0,40, United-States, <=50K -36, Private,103110, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, England, <=50K -32, Private,160362, Some-college,10, Divorced, Other-service, Other-relative, White, Male,0,0,40, Nicaragua, <=50K -35, Private,204621, Assoc-acdm,12, Divorced, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -36, Private,35309, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -23,,154373, Bachelors,13, Never-married,, Not-in-family, White, Female,0,0,50, United-States, <=50K -47, Private,194772, Assoc-voc,11, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -35, Private,154410, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -44, Federal-gov,220563, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -32, State-gov,253354, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -32, Private,211699, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,1485,40, United-States, >50K -63, Self-emp-not-inc,167501, Some-college,10, Married-civ-spouse, Prof-specialty, Wife, White, Female,20051,0,10, United-States, >50K -34, Private,229732, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -47, Private,185465, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -27, Private,335764, 11th,7, Married-civ-spouse, Sales, Own-child, Black, Male,0,0,35, United-States, <=50K -23, Private,460046, HS-grad,9, Separated, Exec-managerial, Unmarried, White, Female,0,0,42, United-States, <=50K -19,,33487, Some-college,10, Never-married,, Other-relative, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -50, Private,176924, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,38, United-States, <=50K -49, State-gov,213307, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,83893, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -23, Private,194102, Bachelors,13, Never-married, Exec-managerial, Unmarried, White, Male,0,0,40, United-States, <=50K -61, Private,238611, 7th-8th,4, Widowed, Other-service, Unmarried, Black, Female,0,0,38, United-States, <=50K -41, Private,113597, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,16, United-States, <=50K -27, Self-emp-not-inc,208406, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -53, Private,274528, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,70, United-States, <=50K -17, Self-emp-not-inc,60116, 10th,6, Never-married, Adm-clerical, Own-child, White, Male,0,0,10, United-States, <=50K -23,,196816, HS-grad,9, Never-married,, Not-in-family, White, Male,0,0,30, United-States, <=50K -53, Private,166368, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -28, Private,303954, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1848,42, United-States, >50K -24, Private,99386, Bachelors,13, Married-spouse-absent, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -22, Private,188569, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,20, United-States, <=50K -53, Private,302868, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -18, Private,283342, 11th,7, Never-married, Other-service, Other-relative, Black, Male,0,0,20, United-States, <=50K -24, Private,233777, Some-college,10, Never-married, Sales, Unmarried, White, Male,0,0,50, Mexico, <=50K -20, Private,170038, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -30, Local-gov,261319, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -37, State-gov,367237, Assoc-voc,11, Never-married, Prof-specialty, Not-in-family, White, Male,8614,0,40, United-States, >50K -34, Private,126838, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -19, Private,354104, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,30, United-States, <=50K -20, Private,176321, 12th,8, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, Mexico, <=50K -47, Private,85129, HS-grad,9, Divorced, Other-service, Not-in-family, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -20,,376474, Some-college,10, Never-married,, Own-child, White, Male,0,0,32, United-States, <=50K -22, Private,62507, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -42, Local-gov,111252, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,40, United-States, >50K -60, Private,156889, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -32, Private,549430, HS-grad,9, Never-married, Priv-house-serv, Unmarried, White, Female,0,0,40, Mexico, <=50K -46, Private,29696, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -66, Private,98837, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -37, Private,86150, Bachelors,13, Married-civ-spouse, Other-service, Wife, Asian-Pac-Islander, Female,0,0,30, United-States, >50K -34, Private,204991, Some-college,10, Divorced, Exec-managerial, Own-child, White, Male,0,0,44, United-States, <=50K -45, Private,371886, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,46, United-States, <=50K -35, Private,103605, 11th,7, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -63,,54851, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -51, Local-gov,133050, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,40, United-States, >50K -36, Local-gov,126569, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -25, Federal-gov,144259, HS-grad,9, Never-married, Adm-clerical, Own-child, Black, Male,0,0,40, United-States, <=50K -51, Private,161482, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,38, United-States, <=50K -25, Self-emp-not-inc,305449, Some-college,10, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -19, Private,125010, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Male,0,0,45, United-States, <=50K -47, Private,304133, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -59, Local-gov,120617, HS-grad,9, Separated, Protective-serv, Unmarried, Black, Female,0,0,40, United-States, <=50K -34, Private,157747, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -40, Private,297396, Some-college,10, Separated, Exec-managerial, Unmarried, White, Female,0,0,60, United-States, <=50K -42, Private,121287, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,45, United-States, <=50K -28,,308493, HS-grad,9, Married-civ-spouse,, Wife, White, Female,0,0,17, Honduras, <=50K -37, Private,49115, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -51, Self-emp-inc,208302, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,38, United-States, >50K -25, Private,304032, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,36, United-States, <=50K -31, Federal-gov,207301, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -37, Private,123211, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,44, United-States, >50K -42, Private,33521, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -29,,410351, Bachelors,13, Never-married,, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Private,410034, Some-college,10, Divorced, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -51, Private,175339, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,47, United-States, >50K -22,,27937, Some-college,10, Never-married,, Own-child, White, Male,0,0,36, United-States, <=50K -49, Private,168211, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1485,40, United-States, >50K -26, Private,125680, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Asian-Pac-Islander, Male,0,0,16, Japan, <=50K -56, Local-gov,160829, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,46, United-States, <=50K -52, Private,266529, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -61, Self-emp-not-inc,115023, Masters,14, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,4,, <=50K -47, State-gov,224149, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, >50K -52, Private,150930, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,343699, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Female,0,0,40, United-States, <=50K -43, Self-emp-inc,172826, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,99999,0,55, United-States, >50K -35, Private,163392, Some-college,10, Married-civ-spouse, Transport-moving, Husband, Asian-Pac-Islander, Male,0,0,40,, <=50K -17,,103810, 12th,8, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -42, Private,213821, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1887,40, United-States, >50K -26, Private,211265, Some-college,10, Married-spouse-absent, Craft-repair, Other-relative, Black, Female,0,0,35, Dominican-Republic, <=50K -58, Local-gov,160586, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -66, Private,146454, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,5556,0,40, United-States, >50K -30, Private,203277, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,60, United-States, >50K -46, Private,309895, Some-college,10, Separated, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -45, Private,26522, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,1902,35, United-States, >50K -57, Private,103809, HS-grad,9, Never-married, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -25, Private,90291, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -21, State-gov,181761, Some-college,10, Never-married, Tech-support, Own-child, White, Female,0,0,10, United-States, <=50K -37, Private,35330, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,1669,55, United-States, <=50K -45, Local-gov,135776, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,30, United-States, <=50K -61,,188172, Doctorate,16, Widowed,, Not-in-family, White, Female,0,0,5, United-States, <=50K -39, Private,179579, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -42, Private,193626, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,53, United-States, <=50K -20, Private,108887, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,40, United-States, <=50K -23, Private,199070, HS-grad,9, Never-married, Protective-serv, Own-child, Black, Male,0,0,16, United-States, <=50K -25, Private,441591, Bachelors,13, Never-married, Tech-support, Own-child, White, Male,0,0,40, United-States, <=50K -47, Private,185254, 5th-6th,3, Never-married, Priv-house-serv, Own-child, White, Female,0,0,40, El-Salvador, <=50K -24, Private,109307, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,45, United-States, <=50K -20,,81853, Some-college,10, Never-married,, Own-child, Asian-Pac-Islander, Female,0,0,15, United-States, <=50K -35, Private,23621, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,70, United-States, <=50K -44, Local-gov,145178, HS-grad,9, Married-civ-spouse, Other-service, Wife, Black, Female,0,0,38, Jamaica, >50K -47, State-gov,30575, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -28, State-gov,130620, 11th,7, Separated, Adm-clerical, Unmarried, Asian-Pac-Islander, Female,0,0,40, India, <=50K -41, Local-gov,22155, Masters,14, Divorced, Prof-specialty, Unmarried, White, Female,0,0,60, United-States, <=50K -31, Private,106437, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -27, Private,79787, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,25, United-States, <=50K -47, Private,326857, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,5013,0,40, United-States, <=50K -44, Private,81853, HS-grad,9, Never-married, Sales, Not-in-family, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -61, Private,120933, Some-college,10, Never-married, Priv-house-serv, Not-in-family, White, Female,0,0,40, United-States, <=50K -42, Federal-gov,153143, Some-college,10, Divorced, Adm-clerical, Other-relative, White, Female,0,0,40, Puerto-Rico, <=50K -46, Private,27669, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,28, United-States, <=50K -46, Private,105444, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -54, Local-gov,169785, Masters,14, Widowed, Prof-specialty, Unmarried, White, Female,0,0,38, United-States, <=50K -49, Private,122493, HS-grad,9, Widowed, Tech-support, Unmarried, White, Male,0,0,40, United-States, <=50K -56, Local-gov,242670, Some-college,10, Widowed, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -52, Private,54933, Masters,14, Divorced, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -34, Private,209317, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, Puerto-Rico, <=50K -25, Self-emp-not-inc,282631, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -18, Private,98044, 11th,7, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -58, Private,187487, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -31, State-gov,60186, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -29, Private,75648, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, <=50K -28, Private,201175, 11th,7, Never-married, Machine-op-inspct, Not-in-family, Black, Male,0,0,40, United-States, <=50K -30, Private,19302, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,48, United-States, <=50K -21,,300812, Some-college,10, Never-married,, Own-child, White, Male,0,0,30, United-States, <=50K -44, Private,146659, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1887,35, United-States, >50K -75, Private,101887, 10th,6, Widowed, Priv-house-serv, Not-in-family, White, Female,0,0,70, United-States, <=50K -66,,117778, 11th,7, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,60726, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -33, Self-emp-inc,201763, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -57, Self-emp-inc,119253, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,15024,0,65, United-States, >50K -47, Self-emp-not-inc,121124, 5th-6th,3, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, Italy, >50K -41, Private,220132, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,40, United-States, >50K -21, Private,60639, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,37, United-States, <=50K -17, Private,195262, 11th,7, Never-married, Craft-repair, Own-child, White, Male,0,0,17, United-States, <=50K -61,,113544, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,55, United-States, <=50K -47,,331650, HS-grad,9, Married-civ-spouse,, Wife, White, Female,0,0,8, United-States, >50K -22, Private,100587, Some-college,10, Never-married, Other-service, Own-child, Black, Female,0,0,15, United-States, <=50K -47, Private,298130, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -45, Private,242391, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -32, Self-emp-not-inc,197867, Assoc-voc,11, Divorced, Sales, Unmarried, White, Male,0,0,50, United-States, <=50K -59, Private,151977, 10th,6, Separated, Priv-house-serv, Not-in-family, Black, Female,0,0,30, United-States, <=50K -38, Private,277347, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -33, Private,125249, HS-grad,9, Separated, Protective-serv, Own-child, White, Female,0,0,40, United-States, <=50K -41, Private,222142, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,270194, 9th,5, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,169995, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,48, United-States, <=50K -27, Private,359155, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -60, Private,123992, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -64, Local-gov,266080, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,35, United-States, <=50K -37, Private,201531, Assoc-acdm,12, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -54, Self-emp-not-inc,179704, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -36, Private,393673, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,50, United-States, >50K -34, Private,244147, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40,, >50K -41, Self-emp-not-inc,438696, Masters,14, Divorced, Sales, Unmarried, White, Male,0,0,5, United-States, >50K -35, Self-emp-not-inc,207568, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,75, United-States, <=50K -63, Self-emp-inc,54052, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,68, United-States, >50K -46, Private,187581, HS-grad,9, Divorced, Craft-repair, Other-relative, White, Male,0,0,40, United-States, <=50K -47, Self-emp-not-inc,77102, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -24, Private,353010, Bachelors,13, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,65, United-States, <=50K -29, Private,54131, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,30, United-States, <=50K -74, Federal-gov,39890, Some-college,10, Widowed, Transport-moving, Not-in-family, White, Female,0,0,18, United-States, <=50K -50, Private,156877, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,70, United-States, >50K -22, Private,355686, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -48, Private,300168, 12th,8, Separated, Adm-clerical, Own-child, Black, Female,0,0,40, United-States, <=50K -30, Private,488720, 9th,5, Married-civ-spouse, Handlers-cleaners, Other-relative, White, Male,0,0,40, Mexico, <=50K -32, Private,157287, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,184659, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -49, Private,214169, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -25, Private,192149, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -50, Private,137253, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -44, Private,373050, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -65, Private,90377, Assoc-voc,11, Married-civ-spouse, Farming-fishing, Husband, White, Male,6767,0,60, United-States, <=50K -28, Federal-gov,183151, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,60, United-States, <=50K -55, Private,227158, Bachelors,13, Widowed, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -49, Local-gov,34021, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,50, United-States, <=50K -31, Private,165148, HS-grad,9, Separated, Exec-managerial, Unmarried, White, Female,0,0,12, United-States, <=50K -47, Private,211668, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, Black, Female,0,0,40, United-States, >50K -45, Private,358886, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -35, Private,47707, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Female,0,0,40, United-States, <=50K -34, Self-emp-not-inc,306982, Bachelors,13, Married-civ-spouse, Sales, Husband, Asian-Pac-Islander, Male,0,0,60, South, <=50K -49, Local-gov,52590, HS-grad,9, Widowed, Protective-serv, Not-in-family, Black, Male,0,0,40, United-States, <=50K -39,,179352, Some-college,10, Divorced,, Not-in-family, White, Female,0,0,35, United-States, <=50K -27, Private,158156, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,42, United-States, <=50K -42, Private,70055, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -60,,131852, 5th-6th,3, Married-civ-spouse,, Husband, White, Male,0,0,30, United-States, >50K -64, Self-emp-not-inc,177825, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,1055,0,40, United-States, <=50K -33, Private,127215, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,48, United-States, >50K -23, Private,175183, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -45, Private,142287, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -34, Private,221324, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -53, Private,227602, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,37, Mexico, <=50K -22, Private,228452, 10th,6, Never-married, Craft-repair, Not-in-family, White, Male,0,0,30, United-States, <=50K -57, State-gov,39380, HS-grad,9, Separated, Other-service, Not-in-family, White, Female,0,0,35, United-States, <=50K -20,,96862, Some-college,10, Never-married,, Own-child, White, Female,0,0,8, United-States, <=50K -23, Private,336360, 7th-8th,4, Never-married, Craft-repair, Own-child, Black, Male,0,0,40, United-States, <=50K -31, Private,257644, 11th,7, Never-married, Transport-moving, Unmarried, White, Male,0,0,40, United-States, <=50K -23, State-gov,235853, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Male,0,0,22, United-States, <=50K -30, Private,270577, HS-grad,9, Separated, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -32, Local-gov,222900, Bachelors,13, Separated, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, >50K -42, Private,99254, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Wife, Black, Female,0,0,40, United-States, >50K -51, Private,224763, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, Cuba, <=50K -59, Self-emp-not-inc,174056, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,15024,0,40, United-States, >50K -36, Private,127306, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -45, Private,339506, HS-grad,9, Never-married, Sales, Not-in-family, Black, Male,0,0,40, United-States, <=50K -35, Private,178322, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, Germany, >50K -33, Private,189843, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -43, Private,160815, Assoc-voc,11, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -60, Private,207665, HS-grad,9, Married-civ-spouse, Tech-support, Wife, White, Female,0,0,40, United-States, >50K -37, State-gov,160402, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, >50K -35, Private,170263, Some-college,10, Never-married, Tech-support, Unmarried, White, Female,0,0,40, United-States, <=50K -36, Private,184659, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,52, United-States, <=50K -38, Federal-gov,338320, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,50, United-States, >50K -54, Private,101017, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,204322, Assoc-voc,11, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, >50K -45, Private,241350, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -63, Federal-gov,217994, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -51, Private,128143, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -58, Self-emp-not-inc,164065, Masters,14, Divorced, Sales, Not-in-family, White, Male,0,0,18, United-States, <=50K -64, Local-gov,78866, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -20, Private,236769, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -44, Federal-gov,239539, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, Asian-Pac-Islander, Male,0,0,40, Philippines, >50K -39, Private,34028, Bachelors,13, Divorced, Exec-managerial, Unmarried, White, Female,0,0,48, United-States, <=50K -45, State-gov,207847, Some-college,10, Never-married, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -44, Private,175935, Doctorate,16, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,55, United-States, >50K -22, Federal-gov,218445, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -63, Self-emp-inc,215833, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -26, Private,156976, Assoc-voc,11, Separated, Other-service, Not-in-family, Black, Male,0,0,40, United-States, <=50K -42, Self-emp-not-inc,220647, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,45, United-States, <=50K -20, Private,218343, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,25, United-States, <=50K -29, Private,241431, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,7298,0,40, United-States, >50K -38, Local-gov,123983, Bachelors,13, Never-married, Exec-managerial, Unmarried, Asian-Pac-Islander, Male,0,1741,40, Vietnam, <=50K -25, Private,73289, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -27, Private,408623, Bachelors,13, Married-civ-spouse, Craft-repair, Other-relative, White, Male,0,0,50, United-States, <=50K -46, Private,169180, Assoc-voc,11, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -31, Private,54929, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,60, United-States, <=50K -24, Private,306779, Assoc-voc,11, Never-married, Exec-managerial, Own-child, White, Male,0,0,35, United-States, <=50K -43, Private,159549, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -23, Private,482082, 12th,8, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,21, Mexico, <=50K -32, Local-gov,286101, HS-grad,9, Never-married, Transport-moving, Unmarried, Black, Female,0,0,37, United-States, <=50K -44, Private,167955, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Poland, <=50K -40, Self-emp-not-inc,209040, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,105017, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -23, Private,27776, Assoc-voc,11, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -19, Private,242941, Some-college,10, Never-married, Sales, Own-child, White, Female,0,1602,10, United-States, <=50K -41, Private,118853, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -48, Private,119565, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,196827, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,1902,40, United-States, <=50K -47, Private,275361, Assoc-acdm,12, Widowed, Other-service, Own-child, White, Female,0,0,35, United-States, <=50K -42, Private,225193, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -17, Private,329783, 10th,6, Never-married, Sales, Other-relative, White, Female,0,0,10, United-States, <=50K -29, Local-gov,107411, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,70, United-States, <=50K -21, State-gov,258490, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,20, United-States, <=50K -18,,120243, 11th,7, Never-married,, Own-child, White, Male,0,0,27, United-States, <=50K -31, Private,219509, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, Mexico, >50K -27, Local-gov,29174, Bachelors,13, Never-married, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -29, Private,40083, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, Canada, <=50K -23, Private,87528, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,45, United-States, <=50K -41, Private,116379, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,55, Taiwan, >50K -46, Local-gov,216214, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,35, United-States, >50K -34, Private,268051, Some-college,10, Married-civ-spouse, Protective-serv, Other-relative, Black, Female,0,0,25, Haiti, <=50K -42, Self-emp-not-inc,121718, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,24, United-States, <=50K -18, Private,201901, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Female,0,1719,15, United-States, <=50K -46, Private,109089, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,37, United-States, <=50K -18,,346382, 11th,7, Never-married,, Own-child, White, Male,0,0,15, United-States, <=50K -52, Private,284129, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -56, Private,143030, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Female,0,0,40, United-States, <=50K -21, Private,212619, Assoc-voc,11, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -22, Self-emp-not-inc,199011, HS-grad,9, Never-married, Craft-repair, Other-relative, White, Male,0,0,20, United-States, <=50K -31, Private,118901, Bachelors,13, Divorced, Adm-clerical, Unmarried, White, Female,0,0,45, United-States, <=50K -41, Self-emp-not-inc,129865, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,60, United-States, <=50K -25, Private,157900, Some-college,10, Separated, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -43, Self-emp-not-inc,349341, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,60, United-States, <=50K -45, Private,158685, HS-grad,9, Separated, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -26, Private,386585, Some-college,10, Divorced, Tech-support, Not-in-family, White, Male,0,0,60, United-States, <=50K -90, Private,52386, Some-college,10, Never-married, Other-service, Not-in-family, Asian-Pac-Islander, Male,0,0,35, United-States, <=50K -45, Private,246891, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,1902,40, United-States, >50K -30, Private,190385, Bachelors,13, Married-civ-spouse, Other-service, Wife, White, Female,0,0,40, United-States, >50K -42, Private,37869, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,217807, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,35, United-States, <=50K -53, Private,149784, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,40, United-States, >50K -64, State-gov,201293, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,38, United-States, <=50K -56, Private,128764, 7th-8th,4, Widowed, Transport-moving, Not-in-family, White, Male,0,0,20, United-States, <=50K -42, Private,27444, Some-college,10, Married-spouse-absent, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, >50K -26, Private,62438, Bachelors,13, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, United-States, >50K -31, Local-gov,151726, Assoc-acdm,12, Never-married, Adm-clerical, Own-child, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -40, Private,29841, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -58, Private,131608, Some-college,10, Widowed, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -41, Private,110562, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -58, Self-emp-inc,190541, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,47, United-States, <=50K -62, State-gov,33142, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -65, Self-emp-inc,139272, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,99999,0,60, United-States, >50K -40, Private,234633, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -45, Local-gov,238386, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -22, Private,460835, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,55, United-States, <=50K -23,,243190, Some-college,10, Never-married,, Own-child, Asian-Pac-Islander, Male,0,0,20, China, <=50K -63, Federal-gov,97855, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -39, Private,77146, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1887,50, United-States, >50K -37, Private,200863, Some-college,10, Widowed, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -25,,41107, Bachelors,13, Married-spouse-absent,, Not-in-family, White, Male,0,0,40, Canada, <=50K -56, Private,77415, 11th,7, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -32, Private,236770, Some-college,10, Divorced, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -53, Federal-gov,173093, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, Asian-Pac-Islander, Female,0,1887,40, Philippines, >50K -32, Private,235124, Assoc-voc,11, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -23, Self-emp-not-inc,282604, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,7688,0,60, United-States, >50K -35, Private,199288, 11th,7, Separated, Transport-moving, Not-in-family, White, Male,0,0,90, United-States, <=50K -51, Private,191659, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1887,65, United-States, >50K -19, Private,43285, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -41, Private,160837, 11th,7, Married-spouse-absent, Machine-op-inspct, Not-in-family, White, Male,0,0,40, Guatemala, <=50K -22, Private,230574, 10th,6, Never-married, Transport-moving, Own-child, White, Male,0,0,25, United-States, <=50K -23, Private,176178, HS-grad,9, Never-married, Tech-support, Own-child, White, Female,0,0,40, United-States, <=50K -36, Private,116358, Masters,14, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,40, Taiwan, >50K -27,,253873, Some-college,10, Divorced,, Not-in-family, White, Female,0,0,25, United-States, <=50K -45, Private,107787, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Canada, <=50K -23, Self-emp-not-inc,519627, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,25, Mexico, <=50K -21, Private,191460, 11th,7, Never-married, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -44, Private,198282, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,40, United-States, >50K -29, Private,214858, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -36, Self-emp-not-inc,64875, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,60, United-States, <=50K -18, Private,675421, 9th,5, Never-married, Handlers-cleaners, Own-child, White, Male,594,0,40, United-States, <=50K -62, Self-emp-not-inc,134768, 12th,8, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -25, Federal-gov,207342, Some-college,10, Never-married, Exec-managerial, Not-in-family, Black, Male,0,0,40, United-States, <=50K -34, Private,64830, Assoc-acdm,12, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,45, United-States, <=50K -31, Private,220066, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,14344,0,50, United-States, >50K -37, Private,82521, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,40, United-States, >50K -33, Private,176711, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, England, <=50K -22,,217421, Some-college,10, Never-married,, Own-child, White, Female,0,0,30, United-States, <=50K -28, Private,111900, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,30, United-States, <=50K -22,,196943, Some-college,10, Separated,, Own-child, White, Male,0,0,25, United-States, <=50K -47, Private,481987, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, >50K -67,,184506, 11th,7, Married-civ-spouse,, Husband, White, Male,0,419,3, United-States, <=50K -20,,121313, 10th,6, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -34, Private,158420, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,70, United-States, <=50K -26, Private,256000, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,60, United-States, >50K -36, Private,183892, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,7298,0,44, United-States, >50K -28, Private,42734, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -22, Private,181773, HS-grad,9, Never-married, Transport-moving, Own-child, Black, Male,0,0,40, United-States, <=50K -47, Private,184945, Some-college,10, Separated, Other-service, Not-in-family, Black, Female,0,0,35, United-States, <=50K -33, Private,107248, Assoc-voc,11, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,45, United-States, <=50K -34, Self-emp-inc,215382, Masters,14, Separated, Prof-specialty, Not-in-family, White, Female,4787,0,40, United-States, >50K -25, Private,122999, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -37, Private,758700, 9th,5, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,3781,0,50, Mexico, <=50K -36, State-gov,166606, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -61, Local-gov,192060, Bachelors,13, Separated, Prof-specialty, Not-in-family, White, Male,0,0,30,, <=50K -74,,340939, 9th,5, Married-civ-spouse,, Husband, White, Male,3471,0,40, United-States, <=50K -57, Private,205708, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Poland, <=50K -55, Private,67450, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, England, <=50K -20, Private,242077, HS-grad,9, Divorced, Sales, Not-in-family, Black, Female,0,0,40, United-States, <=50K -43, Private,129573, HS-grad,9, Never-married, Sales, Not-in-family, Black, Female,0,0,44, United-States, <=50K -54, Private,181132, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, England, >50K -25, Private,212302, Some-college,10, Separated, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -42, Private,83411, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Male,0,1408,40, United-States, <=50K -23,,148751, Some-college,10, Never-married,, Not-in-family, White, Female,0,0,35, United-States, <=50K -17, Private,317681, 11th,7, Never-married, Craft-repair, Own-child, White, Male,0,0,10, United-States, <=50K -39,,103986, HS-grad,9, Never-married,, Not-in-family, White, Male,0,1590,40, United-States, <=50K -63, Private,30602, 7th-8th,4, Married-spouse-absent, Other-service, Unmarried, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -19, Private,172893, Some-college,10, Never-married, Exec-managerial, Own-child, White, Female,0,0,30, United-States, <=50K -56, Self-emp-inc,211804, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,15024,0,50, United-States, >50K -33, Self-emp-not-inc,312055, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -37, Private,65390, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -27, Private,200500, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, <=50K -36, Local-gov,241962, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -30, Self-emp-inc,78530, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,65, Canada, >50K -22, Private,189950, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,55, United-States, <=50K -35, Private,111387, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,1579,40, United-States, <=50K -20, Private,241951, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,45, United-States, <=50K -18, Private,343059, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -25, Private,302465, 12th,8, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,1741,40, United-States, <=50K -53, Private,156843, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,1564,54, United-States, >50K -21,,79728, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -19, Private,55284, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,35, United-States, <=50K -34, Private,509364, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,30, United-States, <=50K -32, State-gov,117927, Some-college,10, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -20, Private,137651, Some-college,10, Never-married, Machine-op-inspct, Own-child, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -70, Private,131060, 7th-8th,4, Married-civ-spouse, Other-service, Husband, White, Male,0,0,25, United-States, <=50K -57, Private,346963, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -54, Private,183611, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,3137,0,50, United-States, <=50K -34, Private,134737, Assoc-voc,11, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -48, Private,36503, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -42, Private,250121, 11th,7, Married-civ-spouse, Other-service, Wife, White, Female,0,0,40, United-States, <=50K -45, Private,330535, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,3325,0,40, United-States, <=50K -27, Private,387776, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -51, Private,41474, 10th,6, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, Mexico, <=50K -36, Local-gov,318972, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,65, United-States, <=50K -33, Private,86143, Some-college,10, Never-married, Exec-managerial, Own-child, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -50, Private,181139, Some-college,10, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K -44, Private,326232, Bachelors,13, Divorced, Exec-managerial, Unmarried, White, Male,0,2547,50, United-States, >50K -39, Local-gov,153976, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -55, Self-emp-not-inc,59469, 9th,5, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,25, United-States, <=50K -24, Private,127139, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -35, Private,136343, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -32, Self-emp-not-inc,350624, 12th,8, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -66,,177351, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,2174,40, United-States, >50K -68, Private,166149, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,2206,30, United-States, <=50K -29, Private,121523, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -24, Self-emp-not-inc,267396, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -61, Private,83045, 9th,5, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,160449, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,44, United-States, >50K -55, Self-emp-inc,124137, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,2415,35, Greece, >50K -20,,287681, Some-college,10, Never-married,, Own-child, White, Male,0,0,36, United-States, <=50K -41, Private,154194, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -36, Self-emp-not-inc,295127, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,84, United-States, <=50K -60, Private,240521, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,7298,0,40, United-States, >50K -61, Self-emp-not-inc,244087, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,52, United-States, >50K -35, Private,356250, Prof-school,15, Married-civ-spouse, Sales, Husband, Asian-Pac-Islander, Male,0,0,35, China, <=50K -42, State-gov,293791, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -26, Private,44308, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -44, Local-gov,210527, Some-college,10, Never-married, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -31, State-gov,151763, Masters,14, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,25, United-States, <=50K -39, State-gov,267581, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Male,0,0,40, United-States, <=50K -20, Private,100188, Some-college,10, Never-married, Tech-support, Own-child, White, Female,0,0,24, United-States, <=50K -32, Self-emp-inc,111746, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -32, Self-emp-not-inc,171091, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -61, Private,355645, 9th,5, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,20, Trinadad&Tobago, <=50K -54, Local-gov,137678, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -23, Private,70894, Assoc-acdm,12, Never-married, Craft-repair, Other-relative, White, Male,0,0,40, United-States, <=50K -19, Private,171306, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,3, United-States, <=50K -31, Private,100997, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -35, Private,63921, 5th-6th,3, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, Mexico, <=50K -29, Private,32897, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,25, United-States, <=50K -29, Local-gov,251854, HS-grad,9, Never-married, Protective-serv, Not-in-family, Black, Female,0,0,40, United-States, <=50K -25, Private,345121, 10th,6, Separated, Other-service, Own-child, White, Female,0,0,25, United-States, <=50K -46, Private,86220, Bachelors,13, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -35, Private,172845, Assoc-voc,11, Never-married, Other-service, Unmarried, White, Female,0,0,30, United-States, <=50K -20, Private,171398, 10th,6, Never-married, Sales, Not-in-family, Other, Male,0,0,40, United-States, <=50K -24, Self-emp-not-inc,174391, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -48, Private,207058, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,37, United-States, <=50K -37, Private,291251, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -60, Self-emp-not-inc,224377, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,105813, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -29, Local-gov,180916, Some-college,10, Separated, Adm-clerical, Unmarried, White, Female,0,0,38, United-States, <=50K -31, Self-emp-not-inc,122749, Assoc-voc,11, Divorced, Craft-repair, Own-child, White, Male,0,0,20, United-States, <=50K -38, Private,31069, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,4386,0,40, United-States, >50K -26, Self-emp-not-inc,284343, Assoc-acdm,12, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -64, Private,319371, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,40, United-States, >50K -46, Private,174224, Assoc-voc,11, Divorced, Protective-serv, Not-in-family, Black, Male,0,0,40, United-States, <=50K -69,,183958, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,8, United-States, <=50K -39, Private,127772, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,3103,0,44, United-States, >50K -48, Private,80651, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,55, United-States, <=50K -46, Private,62793, HS-grad,9, Divorced, Sales, Other-relative, White, Female,0,0,40, United-States, <=50K -42, Private,191712, Bachelors,13, Divorced, Sales, Not-in-family, White, Male,0,1590,40, United-States, <=50K -39, Self-emp-not-inc,237532, HS-grad,9, Married-civ-spouse, Sales, Wife, Black, Female,0,0,54, Dominican-Republic, >50K -50, Federal-gov,20179, Masters,14, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -24, Private,311376, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -30, Private,432565, Assoc-voc,11, Married-civ-spouse, Tech-support, Other-relative, White, Female,0,0,40, Canada, >50K -39, Self-emp-inc,329980, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,2415,60, United-States, >50K -29, Self-emp-not-inc,125190, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,342946, 11th,7, Never-married, Transport-moving, Own-child, White, Female,0,0,38, United-States, <=50K -21,,219835, Assoc-voc,11, Never-married,, Not-in-family, White, Male,0,0,40, United-States, <=50K -32, Private,123429, 10th,6, Separated, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -69, Self-emp-inc,69209, Bachelors,13, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,3818,0,30, United-States, <=50K -55, Private,66356, HS-grad,9, Separated, Handlers-cleaners, Unmarried, White, Male,0,0,40, United-States, <=50K -41, Private,195897, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -44, Self-emp-inc,153132, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,52, United-States, >50K -18, Private,230875, 11th,7, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -74, Self-emp-not-inc,92298, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,10, United-States, <=50K -40, Private,185145, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -27, Private,297296, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -75,,164849, 9th,5, Married-civ-spouse,, Husband, Black, Male,1409,0,5, United-States, <=50K -55, Private,145214, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -52, Self-emp-not-inc,242341, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -54, Private,240542, Some-college,10, Divorced, Sales, Unmarried, White, Female,0,0,48, United-States, <=50K -36, Private,104772, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,0,0,48, United-States, <=50K -76,,152802, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,8, United-States, <=50K -26, Private,181666, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Female,0,0,40, United-States, <=50K -18, Private,415520, 11th,7, Never-married, Craft-repair, Own-child, White, Male,0,0,20, United-States, <=50K -38, Private,258761, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -50, Private,88842, Bachelors,13, Married-civ-spouse, Transport-moving, Husband, White, Male,7298,0,40, United-States, >50K -19,,356717, Some-college,10, Never-married,, Own-child, White, Female,0,0,25, United-States, <=50K -32, Private,158438, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -57, Private,206206, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -20, Private,51816, HS-grad,9, Never-married, Protective-serv, Own-child, Black, Male,0,0,40, United-States, <=50K -27, Private,253814, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -31, Self-emp-not-inc,161745, Bachelors,13, Married-spouse-absent, Exec-managerial, Not-in-family, White, Male,0,1980,60, United-States, <=50K -60, Private,162947, 5th-6th,3, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,40, Puerto-Rico, <=50K -52, Private,163027, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Female,0,0,50, United-States, <=50K -61, Private,146788, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -57, Self-emp-not-inc,73309, HS-grad,9, Widowed, Craft-repair, Not-in-family, White, Male,0,0,55, United-States, >50K -19,,143867, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -59, Self-emp-not-inc,104216, Prof-school,15, Married-civ-spouse, Sales, Husband, White, Male,0,0,25, United-States, <=50K -34, Self-emp-not-inc,345705, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,45, United-States, >50K -31, Private,133770, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Not-in-family, Asian-Pac-Islander, Male,0,0,50, United-States, >50K -42, Private,209392, HS-grad,9, Divorced, Protective-serv, Not-in-family, Black, Male,0,0,35, United-States, <=50K -70, Private,262345, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,6, United-States, <=50K -47, Private,277545, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, Asian-Pac-Islander, Male,0,0,40,, >50K -47,,174525, HS-grad,9, Married-civ-spouse,, Husband, White, Male,3942,0,40,, <=50K -29, Private,490332, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, >50K -27, Private,211570, 11th,7, Never-married, Handlers-cleaners, Other-relative, Black, Male,0,0,40, United-States, <=50K -25, Private,374918, 12th,8, Married-civ-spouse, Other-service, Wife, White, Female,0,0,40, United-States, <=50K -51, Private,106728, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,5178,0,60, United-States, >50K -28, Private,173649, HS-grad,9, Never-married, Other-service, Own-child, Black, Female,0,0,40,, <=50K -35, Private,174597, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -36, Self-emp-not-inc,233533, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, >50K -54,,169785, Masters,14, Never-married,, Not-in-family, White, Female,0,0,40, United-States, <=50K -46, Private,133169, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -52, Private,198824, Assoc-voc,11, Separated, Other-service, Unmarried, White, Female,0,0,35, United-States, <=50K -65, Private,174056, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -43, Private,188696, Assoc-voc,11, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -41, Local-gov,90692, HS-grad,9, Divorced, Prof-specialty, Unmarried, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -34, Private,271933, Bachelors,13, Never-married, Exec-managerial, Other-relative, White, Female,0,1741,45, United-States, <=50K -47, Self-emp-not-inc,102359, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,30, United-States, <=50K -49, Federal-gov,213668, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,56, United-States, >50K -21, Private,294789, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,25, United-States, <=50K -20, Private,157599, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,25, United-States, <=50K -18, Local-gov,134935, 12th,8, Never-married, Protective-serv, Own-child, White, Male,0,0,40, United-States, <=50K -27, Private,466224, Some-college,10, Never-married, Sales, Not-in-family, Black, Male,0,0,40, United-States, <=50K -34, Self-emp-not-inc,111985, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -38, Private,264627, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -24, Private,213427, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -34, Private,279015, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,65, United-States, <=50K -47, Private,165937, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, >50K -27, Federal-gov,188343, HS-grad,9, Separated, Exec-managerial, Unmarried, Black, Female,0,0,40, United-States, <=50K -63, Private,158609, Assoc-voc,11, Widowed, Adm-clerical, Unmarried, White, Female,0,0,8, United-States, <=50K -34, Private,193036, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,40, United-States, >50K -25, Private,198632, Some-college,10, Married-spouse-absent, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -54, Private,175912, HS-grad,9, Widowed, Machine-op-inspct, Unmarried, White, Male,914,0,40, United-States, <=50K -19,,192773, Some-college,10, Never-married,, Own-child, White, Female,0,0,35, United-States, <=50K -35, Private,101387, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,50, United-States, <=50K -24, Private,60783, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,70, United-States, >50K -26, Private,183224, Some-college,10, Never-married, Adm-clerical, Own-child, Asian-Pac-Islander, Female,0,0,35, United-States, <=50K -59, Local-gov,100776, Assoc-voc,11, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -43, Private,57600, Doctorate,16, Married-spouse-absent, Prof-specialty, Not-in-family, White, Female,0,0,40,, <=50K -20, Private,174063, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -41, Private,306495, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,249741, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,93021, HS-grad,9, Never-married, Adm-clerical, Unmarried, Other, Female,0,0,40, United-States, <=50K -36, Private,49626, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,63062, Some-college,10, Never-married, Farming-fishing, Own-child, White, Male,0,0,60, United-States, <=50K -55, Private,320835, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -22, Local-gov,123727, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,21, United-States, <=50K -58, State-gov,110517, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,4064,0,40, India, <=50K -43, Private,149670, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,4064,0,15, United-States, <=50K -39, Private,172425, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,20, United-States, >50K -40, Private,216116, 9th,5, Never-married, Machine-op-inspct, Unmarried, Black, Female,0,0,40, Haiti, <=50K -46, Private,174209, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,45, United-States, <=50K -54, Federal-gov,175083, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Female,0,0,20, United-States, <=50K -19, Private,129059, Some-college,10, Never-married, Sales, Own-child, Black, Male,0,0,30, United-States, <=50K -24, Private,121313, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -53,,181317, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -24, State-gov,166851, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,13, United-States, <=50K -29, Self-emp-not-inc,29616, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Male,0,0,65, United-States, <=50K -56, Self-emp-inc,105582, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,50, United-States, >50K -54,,124993, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, >50K -21,,148509, Some-college,10, Never-married,, Not-in-family, White, Female,0,0,30, United-States, <=50K -34, Private,230246, 9th,5, Separated, Craft-repair, Not-in-family, White, Male,0,0,40,, <=50K -56, Private,117881, 11th,7, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -34, Private,203408, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,50, United-States, >50K -19, Private,446219, 10th,6, Never-married, Sales, Unmarried, Black, Female,0,0,40, United-States, <=50K -32, Self-emp-inc,110331, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,65, United-States, >50K -48, Private,207946, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,52, United-States, <=50K -67,,45537, Masters,14, Married-civ-spouse,, Husband, Black, Male,0,0,40, United-States, >50K -47, Private,188330, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,25, United-States, <=50K -52, Private,147629, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, >50K -40, Private,153799, 1st-4th,2, Married-spouse-absent, Machine-op-inspct, Unmarried, White, Female,0,0,40, Dominican-Republic, <=50K -28, Private,203776, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -41, Private,168071, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,50, United-States, >50K -57, Private,348430, 1st-4th,2, Divorced, Craft-repair, Unmarried, White, Male,0,0,40, Portugal, <=50K -51, Private,103407, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -26,,152046, 11th,7, Never-married,, Not-in-family, White, Female,0,0,35, Germany, <=50K -36, Private,153205, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,45,, <=50K -33, Private,326104, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -46, Private,238162, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -50, Private,221336, HS-grad,9, Divorced, Adm-clerical, Other-relative, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -33, Private,180656, Some-college,10, Married-spouse-absent, Craft-repair, Not-in-family, White, Male,0,0,40,, <=50K -77, Self-emp-not-inc,145329, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,401,0,20, United-States, <=50K -39, Private,315776, Masters,14, Never-married, Exec-managerial, Not-in-family, Black, Male,8614,0,52, United-States, >50K -67,,150516, HS-grad,9, Widowed,, Unmarried, White, Male,0,0,3, United-States, <=50K -35, Private,325802, Assoc-acdm,12, Divorced, Handlers-cleaners, Unmarried, White, Female,0,0,24, United-States, <=50K -23, Private,133985, 10th,6, Never-married, Craft-repair, Own-child, Black, Female,0,0,40, United-States, <=50K -37, Private,269329, Assoc-voc,11, Divorced, Prof-specialty, Not-in-family, White, Female,8614,0,45, United-States, >50K -41, Private,183203, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, >50K -60, Private,76127, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,35, United-States, >50K -32, Private,195891, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,55, United-States, <=50K -56, Federal-gov,162137, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -45, State-gov,37672, Assoc-voc,11, Divorced, Tech-support, Unmarried, White, Female,0,0,40, United-States, <=50K -24, Private,161708, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,45, United-States, >50K -18, Private,80616, 10th,6, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,27, United-States, <=50K -31, Private,209276, HS-grad,9, Married-civ-spouse, Other-service, Husband, Other, Male,0,0,40, United-States, <=50K -21,,34443, Some-college,10, Never-married,, Own-child, White, Male,0,0,50, United-States, <=50K -45, Private,192835, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,55, United-States, >50K -23, Private,203240, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -45, State-gov,102308, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -18, Private,40829, 11th,7, Never-married, Sales, Other-relative, Amer-Indian-Eskimo, Female,0,0,25, United-States, <=50K -25, Private,60726, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,30, United-States, <=50K -31, State-gov,116677, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -19, Private,57067, HS-grad,9, Never-married, Machine-op-inspct, Other-relative, White, Male,0,0,45, United-States, <=50K -41, Private,304906, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -74, Private,101590, Prof-school,15, Widowed, Adm-clerical, Not-in-family, Black, Female,0,0,20, United-States, <=50K -27, Private,258102, 5th-6th,3, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40, Mexico, <=50K -23, Private,241185, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -31, Private,124827, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -40, Self-emp-inc,76625, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -41, Federal-gov,263339, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -25, Private,135645, Masters,14, Never-married, Sales, Not-in-family, White, Male,0,0,20, United-States, <=50K -42, Private,245626, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Amer-Indian-Eskimo, Male,0,0,60, United-States, <=50K -24, Private,210781, Bachelors,13, Never-married, Craft-repair, Not-in-family, White, Female,0,0,40, United-States, <=50K -42, Private,235786, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -45, Self-emp-not-inc,160167, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,70, United-States, <=50K -52, Federal-gov,30731, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,40, United-States, >50K -34, Private,314375, Assoc-voc,11, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -32, Private,81528, HS-grad,9, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,60, United-States, <=50K -54, Private,182854, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -42, Federal-gov,296798, 11th,7, Never-married, Tech-support, Not-in-family, White, Male,0,1340,40, United-States, <=50K -32, Private,194426, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,15024,0,40, United-States, >50K -40,,70645, Some-college,10, Married-civ-spouse,, Wife, White, Female,0,0,20, United-States, <=50K -55, Self-emp-inc,141807, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -66,,112871, 11th,7, Never-married,, Not-in-family, White, Male,0,0,30, United-States, <=50K -52, State-gov,71344, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -21, State-gov,341410, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,15, United-States, <=50K -33, Private,118941, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, >50K -52,,159755, Assoc-voc,11, Married-civ-spouse,, Husband, White, Male,0,0,50, United-States, >50K -28, Private,128509, 5th-6th,3, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,40,, <=50K -27, Self-emp-not-inc,229125, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -42, Local-gov,142756, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, <=50K -27, Self-emp-inc,243871, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,45, United-States, <=50K -47, Private,213140, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,7688,0,40, United-States, >50K -19, Private,196857, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -46, Private,138626, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -55, Self-emp-not-inc,161334, HS-grad,9, Widowed, Other-service, Not-in-family, White, Female,0,0,25, Nicaragua, <=50K -50, Private,273536, 7th-8th,4, Married-civ-spouse, Sales, Husband, Other, Male,0,0,49, Dominican-Republic, <=50K -32, Private,115631, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,4101,0,50, United-States, <=50K -28, Private,185957, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -23, Private,334357, HS-grad,9, Never-married, Adm-clerical, Own-child, Black, Female,0,0,40, United-States, <=50K -43, Private,96102, Masters,14, Married-spouse-absent, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -34, Private,213226, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, Iran, >50K -19, Private,115248, Some-college,10, Never-married, Adm-clerical, Not-in-family, Asian-Pac-Islander, Male,0,0,40, Vietnam, <=50K -37, Private,185061, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,55, United-States, <=50K -27, Private,147638, Bachelors,13, Never-married, Adm-clerical, Other-relative, Asian-Pac-Islander, Female,0,0,40, Hong, <=50K -18, Private,280298, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,24, United-States, <=50K -31, Private,163516, Some-college,10, Widowed, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -49, Private,277434, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -26, Federal-gov,206983, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, Columbia, <=50K -48, Private,108993, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -39, Private,288551, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -41, Private,176069, HS-grad,9, Separated, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -48, State-gov,183486, Assoc-voc,11, Divorced, Prof-specialty, Unmarried, White, Female,0,0,56, United-States, >50K -40, Private,163215, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Female,10520,0,40, United-States, >50K -70, Private,94692, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,70, United-States, >50K -20, Private,118462, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,43, United-States, <=50K -38, Private,407068, 5th-6th,3, Married-civ-spouse, Other-service, Husband, White, Male,0,0,75, Mexico, <=50K -37, Self-emp-not-inc,243587, Some-college,10, Separated, Other-service, Own-child, White, Female,0,0,40, Cuba, <=50K -49, Private,23074, Some-college,10, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, >50K -51, Private,237735, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,3103,0,40, United-States, >50K -43, Private,188291, 1st-4th,2, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -38, Private,284166, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -18,,423460, 11th,7, Never-married,, Own-child, White, Male,0,0,36, United-States, <=50K -23, Private,287681, 7th-8th,4, Never-married, Other-service, Not-in-family, White, Male,0,0,25, Mexico, <=50K -34, Private,509364, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -62,,139391, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,24, United-States, <=50K -33, Private,91964, Some-college,10, Never-married, Adm-clerical, Unmarried, White, Male,0,0,40, United-States, <=50K -31, Private,117526, Some-college,10, Never-married, Farming-fishing, Not-in-family, White, Female,0,0,45, United-States, <=50K -64, Private,91343, Some-college,10, Widowed, Tech-support, Unmarried, White, Female,0,0,40, United-States, <=50K -26, Local-gov,336969, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,28, El-Salvador, <=50K -55, Private,255364, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -61, Local-gov,167670, Bachelors,13, Married-spouse-absent, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -37, Private,211494, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -78, Local-gov,136198, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,15, United-States, <=50K -27, Federal-gov,409815, Some-college,10, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -49, Private,188823, HS-grad,9, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,42, United-States, <=50K -55, State-gov,146326, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,45, United-States, >50K -42, Private,154374, Bachelors,13, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,58, United-States, <=50K -22,,216563, HS-grad,9, Never-married,, Other-relative, White, Female,0,0,40, United-States, <=50K -61, Private,197286, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -64, Self-emp-not-inc,100722, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,5, United-States, <=50K -46, Local-gov,377622, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,145964, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -27, Private,358636, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,2829,0,70, United-States, <=50K -47, Private,155489, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,7688,0,55, United-States, >50K -18, Private,57413, Some-college,10, Divorced, Other-service, Own-child, White, Male,0,0,15, United-States, <=50K -48, Private,320421, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -50, Self-emp-not-inc,174752, HS-grad,9, Divorced, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K -40, State-gov,229364, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,45, United-States, <=50K -56, Self-emp-not-inc,157486, 10th,6, Divorced, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -34, Private,92682, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,4865,0,40, United-States, <=50K -56, Federal-gov,101338, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -18, Private,132652, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -21, Private,34616, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,25, United-States, <=50K -40, Private,218903, HS-grad,9, Divorced, Tech-support, Unmarried, White, Female,0,0,40, United-States, <=50K -27, Local-gov,204098, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Other-relative, White, Male,0,0,50, United-States, <=50K -52, Self-emp-not-inc,64045, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,45, United-States, >50K -46, Private,189763, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,30, United-States, <=50K -23, Private,26248, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -50, Private,92079, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,45, United-States, >50K -19, Private,280071, Some-college,10, Never-married, Machine-op-inspct, Other-relative, White, Male,0,0,50, United-States, <=50K -20, Private,224059, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -39, Private,185520, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,8614,0,40, United-States, >50K -24, Private,265567, 11th,7, Never-married, Craft-repair, Own-child, White, Male,0,0,35, United-States, <=50K -72, Private,106890, Assoc-voc,11, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -42, State-gov,39586, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,20, United-States, >50K -42, Private,153132, Bachelors,13, Divorced, Sales, Unmarried, White, Male,0,0,45,, <=50K -51, Private,209912, Bachelors,13, Divorced, Exec-managerial, Not-in-family, Amer-Indian-Eskimo, Male,0,0,50, United-States, <=50K -39, Private,144169, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -40, Local-gov,50442, Some-college,10, Never-married, Adm-clerical, Unmarried, Amer-Indian-Eskimo, Female,2977,0,35, United-States, <=50K -34, Private,89644, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, >50K -19, Private,275889, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, Mexico, <=50K -26, Private,231638, HS-grad,9, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -45, Local-gov,224474, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,4934,0,50, United-States, >50K -28, Private,355259, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, >50K -30, Federal-gov,68330, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, >50K -32, Private,185410, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -19, Private,87653, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,25, United-States, <=50K -21, Private,286853, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,35, United-States, <=50K -54, Private,96710, HS-grad,9, Married-civ-spouse, Priv-house-serv, Other-relative, Black, Female,0,0,20, United-States, <=50K -62, Private,160143, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,30, United-States, >50K -25, Private,186925, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,2597,0,48, United-States, <=50K -49, Self-emp-inc,109705, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Female,0,0,32, United-States, <=50K -32, Private,94235, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -26, Private,225279, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Male,0,1602,40,, <=50K -37, Local-gov,297449, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -58, Private,205896, HS-grad,9, Divorced, Sales, Other-relative, White, Female,0,0,40, United-States, <=50K -37, Private,93717, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,7298,0,45, United-States, >50K -41, Private,194710, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Private,236391, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,40, United-States, >50K -47, State-gov,189123, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,358677, HS-grad,9, Divorced, Other-service, Unmarried, Black, Male,0,0,35, United-States, <=50K -30, State-gov,199539, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,1902,40, United-States, <=50K -43, Private,128170, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,7688,0,40, United-States, >50K -34, Private,231238, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, <=50K -57, Private,296152, Some-college,10, Divorced, Exec-managerial, Other-relative, White, Female,594,0,10, United-States, <=50K -46, Private,166003, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,281437, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,55, United-States, <=50K -20, Private,190231, 9th,5, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,11, Nicaragua, <=50K -47, Private,122026, Assoc-voc,11, Divorced, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -55,,205527, HS-grad,9, Divorced,, Not-in-family, White, Male,0,0,20, United-States, <=50K -53, Self-emp-not-inc,174102, 7th-8th,4, Married-civ-spouse, Exec-managerial, Husband, White, Male,4386,0,50, Greece, >50K -43, Private,125461, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,65, United-States, >50K -80, Self-emp-not-inc,184335, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,30, United-States, <=50K -24, Private,211345, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,40, Mexico, <=50K -43, Local-gov,147328, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,60, United-States, >50K -22, Private,222993, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -40, Private,225978, Some-college,10, Separated, Exec-managerial, Not-in-family, Black, Male,0,0,40, United-States, <=50K -48, Private,121124, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -56,,656036, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,25, United-States, <=50K -34,,346762, 11th,7, Divorced,, Own-child, White, Male,0,0,84, United-States, <=50K -51, Private,234057, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -24, Federal-gov,306515, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -19, Private,116562, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -34, Private,171159, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,30, United-States, <=50K -24, Private,199011, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -41, Private,443508, Bachelors,13, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,48, Canada, >50K -24, Private,29810, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,38, United-States, <=50K -22, Local-gov,238831, Some-college,10, Never-married, Protective-serv, Own-child, White, Male,0,0,40, United-States, <=50K -32, Federal-gov,566117, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -41, Private,255044, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,55, United-States, <=50K -20, Private,436253, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,35, United-States, <=50K -31, Private,300687, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Male,0,0,40, United-States, <=50K -55, Private,144071, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,18, United-States, >50K -49, State-gov,133917, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,1902,60,, >50K -26, Private,188767, Bachelors,13, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -27, Self-emp-not-inc,300777, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,70, United-States, <=50K -35, Private,26987, HS-grad,9, Separated, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -40, Private,174395, HS-grad,9, Divorced, Other-service, Not-in-family, White, Male,0,0,60, Greece, <=50K -59, Private,90290, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,34, United-States, <=50K -61, Private,183735, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -31, Private,123273, HS-grad,9, Never-married, Sales, Own-child, Black, Female,0,0,40, United-States, <=50K -43, Federal-gov,186916, Masters,14, Divorced, Protective-serv, Not-in-family, White, Male,0,0,60, United-States, >50K -61, Private,43554, 5th-6th,3, Never-married, Handlers-cleaners, Not-in-family, Black, Male,0,2339,40, United-States, <=50K -54, Private,178251, Assoc-acdm,12, Widowed, Adm-clerical, Unmarried, White, Female,0,0,30, United-States, <=50K -30, Private,255885, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -20, Private,64292, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,50, United-States, <=50K -27, State-gov,194773, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,50, Germany, <=50K -44, Self-emp-inc,133060, Some-college,10, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,60, United-States, <=50K -64, Private,258006, Some-college,10, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,40, Cuba, <=50K -55, Private,92215, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -34, Private,33945, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,6849,0,55, United-States, <=50K -61, Private,153048, HS-grad,9, Widowed, Sales, Not-in-family, White, Female,0,0,35, United-States, <=50K -28, Private,192200, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40,, <=50K -34, Private,355571, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -47, Self-emp-inc,139268, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,60, United-States, >50K -26, Private,34402, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,45, United-States, <=50K -35, Private,25955, 11th,7, Never-married, Other-service, Unmarried, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -36, Private,209609, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,38, United-States, <=50K -47, Private,168283, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -17, Private,295488, 11th,7, Never-married, Other-service, Own-child, Black, Female,0,0,25, United-States, <=50K -35, Private,190895, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -33, Private,164190, Masters,14, Never-married, Prof-specialty, Own-child, White, Male,0,0,20, United-States, <=50K -25, Private,216010, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -18, Private,387568, 10th,6, Never-married, Sales, Own-child, White, Male,0,0,10, United-States, <=50K -47, State-gov,188386, Masters,14, Separated, Prof-specialty, Not-in-family, White, Male,0,0,38, United-States, <=50K -44, Private,174491, HS-grad,9, Widowed, Other-service, Unmarried, Black, Female,0,0,30, United-States, <=50K -41, Private,31221, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,30, United-States, <=50K -30, Private,272451, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -53, Self-emp-not-inc,152652, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -53, Private,104413, HS-grad,9, Widowed, Other-service, Unmarried, Black, Female,0,0,20, United-States, <=50K -40, Private,105936, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,5013,0,20, United-States, <=50K -24, Private,379066, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,2205,24, United-States, <=50K -27, Private,214858, Bachelors,13, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -50, Private,237735, 5th-6th,3, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,37, Mexico, <=50K -36, Private,158592, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -41, Private,237321, 1st-4th,2, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Mexico, >50K -41, Private,23646, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -31, Private,169240, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -32, Federal-gov,454508, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,130356, Some-college,10, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,48, United-States, <=50K -22, Private,427686, 10th,6, Divorced, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -18, Local-gov,36411, 12th,8, Never-married, Prof-specialty, Own-child, White, Male,0,0,30, United-States, <=50K -39, Private,548510, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,30, United-States, <=50K -38, Private,187264, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,55, United-States, <=50K -35, State-gov,140752, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,325596, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -54, Self-emp-not-inc,175804, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -36, Private,107302, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -63, Local-gov,41161, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, <=50K -39, Private,401832, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,48, United-States, <=50K -57, Self-emp-not-inc,353808, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -58, Self-emp-inc,349910, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,50, United-States, >50K -29, Private,161478, Bachelors,13, Never-married, Adm-clerical, Not-in-family, Asian-Pac-Islander, Female,0,0,40, Japan, <=50K -17, Private,400225, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -40, Private,367533, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -69, Self-emp-not-inc,69306, Some-college,10, Married-civ-spouse, Other-service, Wife, White, Female,0,0,15, United-States, <=50K -28, Private,270366, 10th,6, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Private,103751, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -44, Private,75227, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Male,14084,0,40, United-States, >50K -45, Local-gov,132563, Prof-school,15, Divorced, Prof-specialty, Unmarried, Black, Female,0,1726,40, United-States, <=50K -33, State-gov,79580, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,40, United-States, <=50K -41, Local-gov,344624, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,1485,40, United-States, >50K -37, Self-emp-inc,186359, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,7688,0,60, United-States, >50K -50, Private,121685, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -48, Private,75104, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -26,,188343, HS-grad,9, Never-married,, Unmarried, Black, Female,0,0,40, United-States, <=50K -36, Private,246449, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -21, Private,85088, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,37, United-States, <=50K -37, Private,545483, Assoc-acdm,12, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -20, State-gov,243986, Some-college,10, Never-married, Prof-specialty, Own-child, White, Female,0,0,20, United-States, <=50K -54, Self-emp-not-inc,32778, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,30, United-States, <=50K -28, Private,369114, HS-grad,9, Separated, Sales, Other-relative, White, Female,0,0,40, United-States, <=50K -27, Private,217200, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -33, Private,149220, Assoc-voc,11, Never-married, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -46,,162034, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -28,,157813, 11th,7, Divorced,, Unmarried, White, Female,0,0,58, Canada, <=50K -17,,179715, 10th,6, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -40, Self-emp-not-inc,335549, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Male,0,2444,45, United-States, >50K -47, Private,102308, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -44, Private,367749, 1st-4th,2, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,40, El-Salvador, <=50K -25, Private,98281, 12th,8, Never-married, Handlers-cleaners, Unmarried, White, Male,0,0,43, United-States, <=50K -35, Private,115792, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, <=50K -29, Private,277788, Some-college,10, Married-civ-spouse, Sales, Wife, White, Female,0,0,25, United-States, <=50K -30, Private,103435, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, White, Male,0,0,40, United-States, <=50K -30, Private,37646, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -56, Self-emp-not-inc,385632, 7th-8th,4, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -25, Self-emp-not-inc,210278, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,30, United-States, <=50K -28, Private,335357, HS-grad,9, Never-married, Handlers-cleaners, Own-child, Black, Male,0,0,40, United-States, <=50K -43, Self-emp-not-inc,272165, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -47, Local-gov,148995, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,60, United-States, >50K -46, Self-emp-not-inc,113434, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -41, State-gov,132551, Masters,14, Divorced, Prof-specialty, Unmarried, White, Female,0,0,35, United-States, <=50K -38, Federal-gov,115433, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Wife, White, Female,7688,0,33, United-States, >50K -29, Private,227890, HS-grad,9, Never-married, Protective-serv, Other-relative, Black, Male,0,0,40, United-States, <=50K -25, Private,503012, 5th-6th,3, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, Mexico, <=50K -56, Private,250873, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -31, Private,407930, 7th-8th,4, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,148187, 11th,7, Never-married, Other-service, Other-relative, White, Male,0,0,40, United-States, <=50K -31, Private,159322, HS-grad,9, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,40, United-States, <=50K -28, Private,334368, Some-college,10, Separated, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -53, Private,196328, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,40, United-States, <=50K -45, Private,270842, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, >50K -71, Private,235079, Preschool,1, Widowed, Craft-repair, Unmarried, Black, Male,0,0,10, United-States, <=50K -65,,327154, HS-grad,9, Widowed,, Unmarried, White, Female,0,0,40, United-States, <=50K -39, Private,188391, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,7298,0,50, United-States, >50K -19, Federal-gov,30559, HS-grad,9, Married-AF-spouse, Sales, Wife, White, Female,0,0,40, United-States, <=50K -34, Local-gov,255098, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -36, Private,248010, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,45, United-States, <=50K -40, Private,174515, HS-grad,9, Married-spouse-absent, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -90, Private,171956, Some-college,10, Separated, Adm-clerical, Own-child, White, Female,0,0,40, Puerto-Rico, <=50K -56, Private,193130, Prof-school,15, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,16, United-States, <=50K -21, Private,108670, HS-grad,9, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -48, Private,186172, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -45, Private,348854, Some-college,10, Separated, Adm-clerical, Unmarried, White, Female,0,0,27, United-States, <=50K -46, Private,271828, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -64, Private,148606, 10th,6, Separated, Other-service, Not-in-family, White, Female,0,0,35, United-States, <=50K -29, Local-gov,123983, Masters,14, Never-married, Prof-specialty, Own-child, Asian-Pac-Islander, Male,0,0,40, Taiwan, <=50K -22, Private,24896, HS-grad,9, Divorced, Tech-support, Unmarried, White, Female,0,0,30, Germany, <=50K -47, Private,573583, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,48, Italy, >50K -67, Self-emp-inc,106175, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,2392,75, United-States, >50K -43, Private,307767, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,200574, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,59083, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,1672,50, United-States, <=50K -53, Private,358056, 11th,7, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -81, Private,114670, 9th,5, Widowed, Priv-house-serv, Not-in-family, Black, Female,2062,0,5, United-States, <=50K -33, Local-gov,262042, HS-grad,9, Divorced, Adm-clerical, Own-child, White, Female,0,1138,40, United-States, <=50K -17, Private,206010, 12th,8, Never-married, Other-service, Own-child, White, Female,0,0,8, United-States, <=50K -55, Self-emp-inc,183869, Prof-school,15, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50,, >50K -28, Private,159001, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,30, United-States, <=50K -24, Private,155818, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -40, Private,96055, HS-grad,9, Separated, Adm-clerical, Unmarried, White, Female,0,0,45, United-States, <=50K -30, Local-gov,131776, Masters,14, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -24, Private,228613, 11th,7, Never-married, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -26, Private,198163, Masters,14, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, United-States, <=50K -38, Private,37028, Some-college,10, Divorced, Sales, Unmarried, White, Female,0,0,38, United-States, <=50K -30, Private,177304, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -33, Private,144064, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -40, Private,146659, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -63, Self-emp-not-inc,26904, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,98, United-States, <=50K -23, Private,238917, 7th-8th,4, Never-married, Craft-repair, Other-relative, White, Male,0,0,36, United-States, <=50K -56, Private,170148, HS-grad,9, Divorced, Craft-repair, Unmarried, Black, Male,0,0,40, United-States, <=50K -42, Self-emp-not-inc,27821, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -40, Private,220460, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, Canada, <=50K -49, Private,101320, Assoc-acdm,12, Married-civ-spouse, Sales, Wife, White, Female,0,1902,40, United-States, >50K -35, Private,173858, HS-grad,9, Married-spouse-absent, Craft-repair, Not-in-family, Asian-Pac-Islander, Male,0,0,40,, <=50K -52, Private,91048, HS-grad,9, Divorced, Machine-op-inspct, Own-child, Black, Female,0,0,35, United-States, <=50K -28, Private,298696, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -35, Private,207202, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,70, United-States, <=50K -21,,230397, Some-college,10, Never-married,, Own-child, White, Female,0,0,5, United-States, <=50K -43, Self-emp-not-inc,180599, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,35, United-States, <=50K -32,,199046, Assoc-voc,11, Never-married,, Unmarried, White, Female,0,0,2, United-States, <=50K -29, Self-emp-not-inc,132686, Prof-school,15, Never-married, Prof-specialty, Own-child, White, Male,0,0,50, Italy, >50K -23, Private,240063, Bachelors,13, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,25, United-States, <=50K -50, Local-gov,177705, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,1740,48, United-States, <=50K -34, Private,511361, Some-college,10, Never-married, Other-service, Own-child, Black, Male,0,0,40, United-States, <=50K -19, Private,89397, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -47, Private,239439, 11th,7, Married-civ-spouse, Machine-op-inspct, Wife, Black, Female,0,0,40, United-States, <=50K -37, Self-emp-not-inc,36989, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,76978, HS-grad,9, Never-married, Sales, Unmarried, Black, Female,0,0,35, United-States, <=50K -75, Private,200068, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,35, United-States, >50K -24, Private,454941, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -28, State-gov,107218, Bachelors,13, Never-married, Tech-support, Own-child, Asian-Pac-Islander, Male,0,0,20, United-States, <=50K -17, Local-gov,182070, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,16, United-States, <=50K -31, Private,176360, HS-grad,9, Never-married, Craft-repair, Own-child, Black, Male,0,0,40, United-States, <=50K -31, Private,452405, Preschool,1, Never-married, Other-service, Other-relative, White, Female,0,0,35, Mexico, <=50K -18,,297396, HS-grad,9, Never-married,, Own-child, White, Male,0,0,10, United-States, <=50K -45, Private,84790, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, >50K -31, Private,186787, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,42, United-States, <=50K -27, Private,169662, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,42, United-States, >50K -48, Private,125933, Some-college,10, Widowed, Exec-managerial, Unmarried, Black, Female,0,1669,38, United-States, <=50K -22,,35448, HS-grad,9, Married-civ-spouse,, Wife, White, Female,0,0,22, United-States, <=50K -34, Private,225548, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, Black, Male,0,0,30, United-States, <=50K -26, Private,240842, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -53, Private,103931, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -60, Private,232618, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,35, United-States, >50K -49, Local-gov,288548, Masters,14, Separated, Prof-specialty, Unmarried, White, Female,0,0,50, United-States, <=50K -40, Private,220609, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -48, Self-emp-inc,26145, 10th,6, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,80, United-States, <=50K -23, Private,268525, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -68,,133758, 7th-8th,4, Widowed,, Not-in-family, Black, Male,0,0,10, United-States, <=50K -42, Private,121264, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -37, Self-emp-not-inc,29814, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Male,0,0,85, United-States, <=50K -27, Private,193701, HS-grad,9, Never-married, Craft-repair, Own-child, White, Female,0,0,45, United-States, <=50K -38, Private,183279, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,44, United-States, >50K -27, Private,163942, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,35, Ireland, <=50K -75, Private,188612, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -49, Self-emp-inc,102771, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,52, United-States, >50K -27, Private,85625, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,20, United-States, <=50K -36, Self-emp-not-inc,245090, Bachelors,13, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,50, Mexico, <=50K -36, Private,131239, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,3103,0,45, United-States, >50K -35, Private,182074, HS-grad,9, Divorced, Handlers-cleaners, Own-child, White, Male,0,0,35, United-States, <=50K -36, Private,187046, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -53, Private,90624, 11th,7, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -27, Private,37933, Some-college,10, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -34, Private,182177, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,3325,0,35, United-States, <=50K -61, Private,716416, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,44, United-States, >50K -29, Private,190562, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, White, Male,0,0,56, United-States, <=50K -40, State-gov,141583, Some-college,10, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,35, United-States, <=50K -37, Private,98941, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, >50K -22, Private,201729, 9th,5, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,30, United-States, <=50K -43, Self-emp-inc,175485, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -55, Self-emp-not-inc,149168, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,30, United-States, <=50K -28, Private,115971, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -23, Private,161708, Bachelors,13, Never-married, Other-service, Own-child, White, Female,0,0,30, United-States, <=50K -64, Local-gov,244903, 11th,7, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, >50K -46, Private,155664, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -29, Private,112754, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -44, Private,178385, Masters,14, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,48, India, <=50K -20, Private,44064, Some-college,10, Never-married, Prof-specialty, Own-child, White, Male,0,0,25, United-States, <=50K -62, Self-emp-not-inc,120939, Some-college,10, Divorced, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -49, Private,165134, Assoc-voc,11, Never-married, Exec-managerial, Unmarried, White, Female,0,0,35, Columbia, <=50K -29, Private,100405, 10th,6, Married-civ-spouse, Farming-fishing, Wife, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -35, Self-emp-not-inc,361888, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, Japan, <=50K -39, Local-gov,167864, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,30, United-States, <=50K -39, Private,202950, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,45, United-States, <=50K -37, Private,218188, HS-grad,9, Divorced, Machine-op-inspct, Other-relative, White, Female,0,0,32, United-States, <=50K -38, Private,234962, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,2829,0,30, Mexico, <=50K -72,,177226, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,8, United-States, <=50K -31, Private,259931, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -55, Private,189528, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -38, Private,34996, Some-college,10, Separated, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -33, Private,112584, Some-college,10, Divorced, Sales, Not-in-family, White, Female,0,0,25, United-States, <=50K -25, Private,117589, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -19,,145234, Some-college,10, Never-married,, Own-child, White, Male,0,0,30, United-States, <=50K -37, Private,267086, Assoc-voc,11, Divorced, Tech-support, Unmarried, White, Female,0,0,52, United-States, <=50K -49, Private,44434, Some-college,10, Divorced, Tech-support, Other-relative, White, Male,0,0,35, United-States, <=50K -26, Private,96130, HS-grad,9, Never-married, Craft-repair, Other-relative, White, Male,0,0,40, United-States, <=50K -35, Private,181382, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,43, United-States, <=50K -44, Self-emp-inc,168845, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,60, United-States, <=50K -37, Private,271767, Masters,14, Separated, Exec-managerial, Not-in-family, White, Male,0,0,45, United-States, >50K -42, Private,194636, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -64, State-gov,194894, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Female,4787,0,40, United-States, >50K -28, Private,132686, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, >50K -35, Self-emp-not-inc,185848, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Male,4650,0,50, United-States, <=50K -40, State-gov,184378, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -55, Federal-gov,270859, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -21, Private,231866, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Male,0,0,65, United-States, <=50K -49, Private,36032, Some-college,10, Never-married, Exec-managerial, Not-in-family, Black, Female,0,0,40, United-States, <=50K -51, State-gov,172962, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -57, Private,98350, Prof-school,15, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,1902,40, Philippines, >50K -51, Private,24185, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -38, Private,53930, 10th,6, Never-married, Craft-repair, Not-in-family, Black, Male,0,0,40,, <=50K -24, Private,85088, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,1762,32, United-States, <=50K -45, Self-emp-not-inc,94962, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, England, <=50K -28, Private,480861, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, <=50K -42, Self-emp-inc,187702, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,2415,60, United-States, >50K -22, Private,52262, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -28, State-gov,52636, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -60, Private,175273, HS-grad,9, Widowed, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -31, Private,327825, HS-grad,9, Separated, Machine-op-inspct, Unmarried, White, Female,0,2238,40, United-States, <=50K -47, Private,125892, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,75, United-States, >50K -40,,78255, HS-grad,9, Divorced,, Not-in-family, White, Male,0,0,25, United-States, <=50K -30, Private,398827, HS-grad,9, Married-AF-spouse, Adm-clerical, Husband, White, Male,0,0,60, United-States, <=50K -61, Private,208919, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -71, Local-gov,365996, Bachelors,13, Widowed, Prof-specialty, Unmarried, White, Female,0,0,6, United-States, <=50K -42, Private,307638, HS-grad,9, Divorced, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -44, Local-gov,33068, 12th,8, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, <=50K -46, Self-emp-not-inc,254291, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -50, Local-gov,125417, Prof-school,15, Never-married, Exec-managerial, Not-in-family, Black, Female,0,0,52, United-States, >50K -27, State-gov,28848, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,9, United-States, <=50K -40,,273425, Assoc-voc,11, Married-civ-spouse,, Husband, White, Male,0,0,15, United-States, <=50K -21, Private,194723, Some-college,10, Never-married, Adm-clerical, Other-relative, White, Female,0,0,40, Mexico, <=50K -25, Private,195118, HS-grad,9, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,35, United-States, <=50K -61, Private,123273, 5th-6th,3, Divorced, Transport-moving, Not-in-family, White, Male,0,1876,56, United-States, <=50K -54, Private,220115, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,30, United-States, <=50K -31, Private,265706, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -53, Self-emp-not-inc,279129, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,30, United-States, <=50K -39, Self-emp-inc,122742, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,55, United-States, >50K -57, Self-emp-inc,172654, Prof-school,15, Married-civ-spouse, Transport-moving, Husband, White, Male,15024,0,50, United-States, >50K -48, Private,119199, Bachelors,13, Divorced, Sales, Unmarried, White, Female,0,0,44, United-States, <=50K -30, Private,107793, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,56, United-States, >50K -35, Private,237943, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,60, United-States, <=50K -42, Self-emp-not-inc,64632, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -34, Self-emp-not-inc,96245, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -59, Private,361494, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -69, Local-gov,122850, 10th,6, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,20, United-States, <=50K -29, Private,173652, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -40, Private,164663, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,98678, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,15, United-States, <=50K -40, Private,245529, Assoc-acdm,12, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -43, Private,55294, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,140583, HS-grad,9, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -41, Private,79797, HS-grad,9, Married-spouse-absent, Prof-specialty, Not-in-family, Asian-Pac-Islander, Male,0,0,40, Japan, >50K -72,,113044, HS-grad,9, Widowed,, Not-in-family, White, Male,0,0,30, United-States, <=50K -20, Private,283499, Some-college,10, Never-married, Transport-moving, Own-child, White, Male,0,0,30, United-States, <=50K -41, Local-gov,51111, Bachelors,13, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -34, Private,232475, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -48, Private,176140, 11th,7, Divorced, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -27, Private,301654, HS-grad,9, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -35, Private,376455, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,60, United-States, >50K -28,,192569, HS-grad,9, Never-married,, Own-child, Black, Male,0,0,40, United-States, <=50K -27, Private,229803, HS-grad,9, Never-married, Craft-repair, Own-child, Black, Male,0,0,40, United-States, <=50K -20, Private,337639, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -18, Private,130849, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,15, United-States, <=50K -32, Private,296282, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,266645, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -23, State-gov,110128, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -28, Private,90196, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -40, State-gov,40024, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,38, United-States, >50K -35, Private,144322, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -74, Self-emp-inc,162340, Some-college,10, Widowed, Exec-managerial, Unmarried, White, Male,0,0,40, United-States, <=50K -28, Private,169069, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -23, Private,113601, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,30, United-States, <=50K -20, Self-emp-not-inc,157145, Some-college,10, Never-married, Farming-fishing, Own-child, White, Male,0,2258,10, United-States, <=50K -44, Private,111275, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, Black, Female,0,0,56, United-States, <=50K -46, Local-gov,102076, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,25, United-States, <=50K -20,,182117, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -51, Self-emp-not-inc,145409, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,15024,0,50, United-States, >50K -40, Private,190122, Some-college,10, Separated, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -48, Private,331482, Prof-school,15, Married-civ-spouse, Tech-support, Husband, White, Male,0,1977,40, United-States, >50K -60, Self-emp-not-inc,170114, 9th,5, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,1672,84, United-States, <=50K -48, Self-emp-inc,193188, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -46, Local-gov,267588, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,70, United-States, <=50K -48, Self-emp-inc,200471, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -22,,175586, HS-grad,9, Never-married,, Unmarried, Black, Female,0,0,35, United-States, <=50K -24, Local-gov,322658, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -45, State-gov,263982, Some-college,10, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -18, Private,266287, 12th,8, Never-married, Sales, Own-child, White, Female,0,0,35, United-States, <=50K -39, Private,278187, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -65, Self-emp-inc,81413, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,2352,65, United-States, <=50K -22, Private,221745, Some-college,10, Divorced, Machine-op-inspct, Own-child, White, Female,0,0,40, United-States, <=50K -20, Private,140764, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -28, Private,206351, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -46, Private,176814, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,50, United-States, >50K -42, Local-gov,245307, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,48, United-States, >50K -61, State-gov,124971, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40,, >50K -28, Private,119545, Some-college,10, Married-civ-spouse, Exec-managerial, Own-child, White, Male,7688,0,50, United-States, >50K -18, Private,179203, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -24, Federal-gov,44075, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -45, Private,178319, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,56, United-States, >50K -24, Private,219754, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -44, Private,198316, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,50, United-States, >50K -20, Private,168165, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,30, United-States, <=50K -35, Private,356838, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,2829,0,55, Poland, <=50K -52, Self-emp-inc,210736, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -25, Private,173212, Assoc-acdm,12, Never-married, Farming-fishing, Not-in-family, White, Male,2354,0,45, United-States, <=50K -19, Private,130431, 5th-6th,3, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,36, Mexico, <=50K -35,,169809, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,20, United-States, <=50K -54, Private,197481, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -21, Private,155066, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -26, Private,31290, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -42, Private,54102, Assoc-voc,11, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -19, Private,181546, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -55, Private,153484, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,50, United-States, >50K -44, State-gov,351228, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,131976, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Male,0,0,55, United-States, <=50K -26, Private,200639, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -64, Federal-gov,267546, Assoc-acdm,12, Separated, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, >50K -41, Private,179875, 11th,7, Divorced, Other-service, Unmarried, Other, Female,0,0,40, United-States, <=50K -25,,237865, Some-college,10, Never-married,, Own-child, Black, Male,0,0,40,, <=50K -43, Private,300528, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -45, Private,67716, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,10520,0,48, United-States, >50K -48, Federal-gov,326048, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,44, United-States, >50K -60, Private,191188, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -45, Self-emp-not-inc,32172, Some-college,10, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,50, United-States, <=50K -51, Private,252903, 10th,6, Married-civ-spouse, Sales, Husband, White, Male,0,1977,40, United-States, >50K -37, Federal-gov,334314, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -22, Private,83704, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,30, United-States, <=50K -44, Private,160574, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,65, United-States, >50K -27, Private,203776, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -47, Local-gov,328610, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,295589, Masters,14, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,1977,40, United-States, >50K -40, Private,174373, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -41, Private,247752, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -32,,199244, 10th,6, Divorced,, Not-in-family, White, Female,0,0,40, United-States, <=50K -26, Private,139992, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -47, Private,95680, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -55, Self-emp-inc,189933, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -38, Private,498785, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -24, State-gov,177526, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,15, United-States, <=50K -64, Self-emp-not-inc,150121, Doctorate,16, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,25, United-States, >50K -56, Federal-gov,130454, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -41, Private,119079, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,49, United-States, >50K -33, Private,220939, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,7298,0,45, United-States, >50K -33, Private,94235, Prof-school,15, Never-married, Prof-specialty, Own-child, White, Male,0,0,42, United-States, >50K -21, Private,305874, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -59, Local-gov,62020, HS-grad,9, Widowed, Craft-repair, Not-in-family, Black, Male,0,0,40, United-States, <=50K -58, Private,235624, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, Germany, >50K -43, Local-gov,247514, Masters,14, Divorced, Prof-specialty, Unmarried, White, Male,0,0,40, United-States, <=50K -21, Private,275726, HS-grad,9, Never-married, Craft-repair, Own-child, Black, Male,0,0,40, United-States, <=50K -45, Private,72896, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -53, Local-gov,110510, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,50, United-States, >50K -41, Private,173938, Prof-school,15, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,50,, >50K -27, Private,200641, 10th,6, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, Mexico, <=50K -53, Private,211654, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50,, >50K -38, Private,242720, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,35, United-States, >50K -31, Private,111567, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,70, United-States, >50K -41, Private,179533, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,35, United-States, <=50K -22, State-gov,334693, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -43, Self-emp-not-inc,198096, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -41, State-gov,355756, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -27, Private,19395, Some-college,10, Married-civ-spouse, Handlers-cleaners, Wife, White, Female,0,0,35, United-States, <=50K -41, Local-gov,242586, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,208358, Prof-school,15, Divorced, Prof-specialty, Not-in-family, White, Male,99999,0,45, United-States, >50K -49, Private,160647, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -20, Private,227943, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,45, United-States, <=50K -58, Self-emp-not-inc,197665, HS-grad,9, Married-spouse-absent, Other-service, Unmarried, White, Female,0,0,45, United-States, <=50K -35, Self-emp-not-inc,216129, 12th,8, Never-married, Other-service, Not-in-family, Black, Female,0,0,40, Trinadad&Tobago, <=50K -30, Local-gov,326104, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -21, Private,57211, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -29, Private,100219, Assoc-acdm,12, Never-married, Machine-op-inspct, Unmarried, White, Male,0,0,45, United-States, <=50K -40, Private,291192, HS-grad,9, Widowed, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -54, State-gov,93415, Bachelors,13, Never-married, Prof-specialty, Unmarried, Asian-Pac-Islander, Female,0,0,40, United-States, >50K -35, Private,191502, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -35, Private,261382, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -40, Private,170230, Bachelors,13, Married-spouse-absent, Other-service, Not-in-family, White, Female,0,0,40,, <=50K -59, Private,374924, HS-grad,9, Separated, Sales, Unmarried, Black, Female,0,0,40, United-States, <=50K -43, Self-emp-inc,320984, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, <=50K -39, Private,338320, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, >50K -51, Private,135190, 7th-8th,4, Separated, Machine-op-inspct, Not-in-family, Black, Female,0,0,30, United-States, <=50K -71, Private,157909, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,2964,0,60, United-States, <=50K -33, Private,637222, 12th,8, Divorced, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -28, Private,430084, HS-grad,9, Divorced, Other-service, Own-child, Black, Male,0,0,35, United-States, <=50K -30, Private,125279, HS-grad,9, Married-spouse-absent, Sales, Unmarried, White, Male,0,0,40, United-States, <=50K -20, Private,221955, 5th-6th,3, Married-spouse-absent, Farming-fishing, Other-relative, White, Male,0,0,40, Mexico, <=50K -51, Self-emp-inc,180195, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -39, Private,208778, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,40, United-States, >50K -62, Private,81534, Some-college,10, Married-civ-spouse, Sales, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, >50K -37, Private,325538, HS-grad,9, Never-married, Exec-managerial, Own-child, White, Male,0,0,60,, <=50K -28, Private,142264, 9th,5, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,50, Dominican-Republic, <=50K -23, Private,128604, HS-grad,9, Never-married, Sales, Own-child, Asian-Pac-Islander, Male,0,0,48, South, <=50K -39, Private,277886, Bachelors,13, Married-civ-spouse, Sales, Wife, White, Female,0,0,30, United-States, <=50K -50, Self-emp-inc,100029, Bachelors,13, Widowed, Sales, Unmarried, White, Male,0,0,65, United-States, >50K -31, Private,169269, 7th-8th,4, Never-married, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -45, Local-gov,160472, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,50, United-States, >50K -23,,123983, Bachelors,13, Never-married,, Own-child, Other, Male,0,0,40, United-States, <=50K -47, Private,297884, 10th,6, Widowed, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -59, Private,99131, HS-grad,9, Widowed, Prof-specialty, Not-in-family, White, Female,0,0,18, United-States, <=50K -32, Private,44392, Assoc-acdm,12, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -82,,29441, 7th-8th,4, Widowed,, Not-in-family, White, Male,0,0,5, United-States, <=50K -49, Private,199029, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,2415,55, United-States, >50K -74, Federal-gov,181508, HS-grad,9, Widowed, Other-service, Not-in-family, White, Male,0,0,17, United-States, <=50K -22, Private,190625, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,35, United-States, <=50K -32, Private,194740, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, Greece, <=50K -34, Private,27380, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, >50K -59, Private,160631, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, >50K -36, Private,224531, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -59, Private,283005, 11th,7, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -47, Self-emp-inc,101926, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,70, United-States, >50K -53, Local-gov,135102, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,2002,45, United-States, <=50K -25, Self-emp-not-inc,113436, Some-college,10, Never-married, Craft-repair, Unmarried, White, Male,0,0,35, United-States, <=50K -44, Private,248973, Bachelors,13, Divorced, Adm-clerical, Not-in-family, Black, Male,0,0,65, United-States, <=50K -57, Self-emp-not-inc,225334, Prof-school,15, Married-civ-spouse, Sales, Wife, White, Female,15024,0,35, United-States, >50K -42, Self-emp-not-inc,157562, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,1902,80, United-States, >50K -58, Local-gov,310085, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,129597, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,3464,0,40, United-States, <=50K -32,,53042, HS-grad,9, Never-married,, Own-child, Black, Male,0,0,40, United-States, <=50K -45, Private,204205, 7th-8th,4, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,48, United-States, <=50K -47, Private,169324, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, Black, Female,0,0,35, United-States, >50K -52,,134447, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,50, United-States, <=50K -56, Self-emp-not-inc,236731, 1st-4th,2, Separated, Exec-managerial, Not-in-family, White, Male,0,0,25,, <=50K -52, Private,141301, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -34, Private,235124, HS-grad,9, Never-married, Other-service, Unmarried, Black, Female,0,0,35, United-States, <=50K -36, Self-emp-not-inc,367020, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, <=50K -41, Private,149102, HS-grad,9, Married-spouse-absent, Craft-repair, Not-in-family, White, Male,0,0,40, Poland, <=50K -30, Private,423770, Some-college,10, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, Mexico, <=50K -44, Private,211759, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Other, Male,0,0,40, Puerto-Rico, <=50K -17,,110998, Some-college,10, Never-married,, Own-child, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -34, Private,56883, Some-college,10, Never-married, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -41, Private,223062, Some-college,10, Separated, Other-service, Not-in-family, Black, Male,0,0,40, United-States, <=50K -29, Private,406662, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -25, Private,206600, 9th,5, Never-married, Machine-op-inspct, Other-relative, White, Male,0,0,48, Mexico, <=50K -42, Local-gov,147510, Bachelors,13, Separated, Prof-specialty, Unmarried, White, Male,0,0,40, United-States, <=50K -48, Private,235646, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,3103,0,40, United-States, >50K -26, Private,187577, Assoc-voc,11, Never-married, Sales, Not-in-family, White, Male,0,0,55, United-States, <=50K -64, Self-emp-inc,132832, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,20051,0,40,, >50K -46, Self-emp-inc,278322, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -38, Private,278924, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1887,50, United-States, >50K -49, State-gov,203039, 11th,7, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,145651, Some-college,10, Never-married, Sales, Own-child, Black, Female,0,0,20, United-States, <=50K -46, Local-gov,144531, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, >50K -30, Private,91145, HS-grad,9, Never-married, Handlers-cleaners, Unmarried, White, Male,0,0,55, United-States, <=50K -49, Self-emp-not-inc,211762, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -47,,111563, Assoc-voc,11, Divorced,, Not-in-family, White, Male,0,0,40, United-States, <=50K -44, Private,180985, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50,, >50K -31, Private,207537, HS-grad,9, Divorced, Craft-repair, Own-child, White, Male,0,1669,50, United-States, <=50K -19, Private,417657, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,50, United-States, <=50K -45, Private,189890, Assoc-acdm,12, Divorced, Prof-specialty, Unmarried, White, Female,5455,0,38, United-States, <=50K -34, Private,223212, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1848,40, Peru, >50K -26, Private,108658, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -38, Self-emp-not-inc,190023, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -31, Private,222130, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,43, United-States, <=50K -36, Self-emp-inc,164866, Assoc-acdm,12, Separated, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -31, Private,170983, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -30, Private,186269, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,286026, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -30, Private,403433, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Black, Male,0,0,50, United-States, >50K -21,,224209, HS-grad,9, Married-civ-spouse,, Wife, Black, Female,0,0,30, United-States, <=50K -73, Private,123160, 10th,6, Widowed, Other-service, Not-in-family, White, Female,0,0,10, United-States, <=50K -38, Federal-gov,99527, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -30, Private,123178, 10th,6, Never-married, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -33, Private,231043, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -52, Local-gov,317733, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,40, United-States, >50K -58, Private,241056, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,46, United-States, <=50K -34, Local-gov,220066, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, <=50K -35, Private,180342, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -59, Federal-gov,31840, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -45, Private,183168, Bachelors,13, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -27, Private,386036, Some-college,10, Never-married, Transport-moving, Not-in-family, White, Male,0,0,48, United-States, <=50K -31, Local-gov,446358, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, Mexico, >50K -45, Private,28035, Some-college,10, Never-married, Farming-fishing, Other-relative, White, Male,0,0,50, United-States, <=50K -40, Private,282155, HS-grad,9, Separated, Other-service, Other-relative, White, Female,0,0,25, United-States, <=50K -27, Private,192384, Prof-school,15, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -19, Private,383637, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -29, Private,457402, 5th-6th,3, Never-married, Other-service, Not-in-family, White, Male,0,0,25, Mexico, <=50K -34, Self-emp-inc,80249, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,72, United-States, <=50K -32, State-gov,159537, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -49, Private,240859, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Cuba, <=50K -33, Private,83446, 11th,7, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, >50K -74,,29866, 7th-8th,4, Married-civ-spouse,, Husband, White, Male,0,0,2, United-States, <=50K -62, Private,185503, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -39, Self-emp-not-inc,68781, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -43, Private,220589, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -22, Private,51136, Some-college,10, Never-married, Tech-support, Not-in-family, White, Female,0,0,60, United-States, <=50K -24, Private,54560, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, <=50K -76,,28221, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, Canada, >50K -25, Private,201413, Some-college,10, Never-married, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -19, Private,40425, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,28, United-States, <=50K -31, Private,189461, Assoc-acdm,12, Divorced, Adm-clerical, Unmarried, White, Female,0,0,41, United-States, <=50K -53, Private,200576, 11th,7, Divorced, Craft-repair, Other-relative, White, Female,0,0,40, United-States, <=50K -61, Private,92691, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,3, United-States, <=50K -47, Private,664821, Bachelors,13, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, El-Salvador, <=50K -37, Private,175130, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,45, United-States, <=50K -50, Self-emp-not-inc,391016, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,30, United-States, <=50K -27, Private,249315, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,44, United-States, <=50K -58, Private,111169, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -43, Private,334946, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,0,0,40, United-States, <=50K -39, Private,352248, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,173804, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,35, United-States, <=50K -56, Private,155449, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -26, Private,73689, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,55, United-States, <=50K -23, Private,227594, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,38, United-States, <=50K -47, Private,161676, 11th,7, Never-married, Transport-moving, Not-in-family, Black, Male,0,0,40, United-States, <=50K -68, Private,75913, 12th,8, Widowed, Sales, Not-in-family, White, Female,0,0,30, United-States, <=50K -47, Local-gov,242552, Some-college,10, Never-married, Protective-serv, Not-in-family, Black, Male,0,0,40, United-States, <=50K -45, Federal-gov,352094, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,7688,0,40, Guatemala, >50K -26, Private,159732, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -20, Private,131230, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,1590,40, United-States, <=50K -46, Private,180695, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -37, Private,189922, Assoc-acdm,12, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,50, United-States, >50K -37, Private,409189, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -43, Private,111252, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,42, United-States, <=50K -59, Private,294395, Masters,14, Widowed, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -39, Private,172718, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -32, Private,43403, Some-college,10, Divorced, Farming-fishing, Not-in-family, White, Female,0,1590,54, United-States, <=50K -63, Private,111963, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,16, United-States, <=50K -45, Private,247869, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -59, Private,114032, Bachelors,13, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -36,,356838, 12th,8, Never-married,, Not-in-family, White, Male,0,0,35, United-States, <=50K -26, Private,179633, HS-grad,9, Never-married, Tech-support, Other-relative, White, Male,0,0,40, United-States, <=50K -34, Private,19847, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -41, Private,231689, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -26, Private,209942, HS-grad,9, Never-married, Handlers-cleaners, Own-child, Black, Male,0,0,40, United-States, <=50K -53, Private,197492, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -33, Private,262439, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,35, United-States, >50K -46, Private,283037, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -79,,144533, HS-grad,9, Widowed,, Not-in-family, Black, Female,0,0,30, United-States, <=50K -31, Private,83446, HS-grad,9, Widowed, Craft-repair, Unmarried, White, Female,0,0,40, United-States, <=50K -24, Private,215443, HS-grad,9, Separated, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -57, Local-gov,268252, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,62, United-States, <=50K -40, Private,181015, HS-grad,9, Separated, Other-service, Unmarried, White, Female,0,0,47, United-States, <=50K -41, Self-emp-inc,139916, Assoc-voc,11, Married-civ-spouse, Sales, Husband, Other, Male,0,2179,84, Mexico, <=50K -20, Private,195770, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,26, United-States, <=50K -45, Private,125194, 11th,7, Never-married, Machine-op-inspct, Not-in-family, Black, Female,0,0,40, United-States, <=50K -27, Private,58654, Assoc-voc,11, Separated, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -36, Private,252327, 5th-6th,3, Married-spouse-absent, Craft-repair, Other-relative, White, Male,0,0,40, Mexico, <=50K -30, Private,116508, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Germany, <=50K -36, Private,166988, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -25, Private,374163, HS-grad,9, Married-spouse-absent, Farming-fishing, Not-in-family, Other, Male,0,0,40, Mexico, <=50K -30,,96851, Some-college,10, Never-married,, Not-in-family, White, Female,0,1719,25, United-States, <=50K -31, Private,196788, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -49, Private,186172, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,7688,0,45, United-States, >50K -26, Private,245628, 11th,7, Never-married, Handlers-cleaners, Unmarried, White, Male,0,0,20, United-States, <=50K -25, Private,159732, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -29, Private,129856, Assoc-voc,11, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -24, Private,182812, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,3325,0,52, Dominican-Republic, <=50K -41, Private,314322, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -35, Private,102976, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, >50K -57, Self-emp-inc,42959, Bachelors,13, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, United-States, >50K -21, Private,256356, 11th,7, Never-married, Priv-house-serv, Other-relative, White, Female,0,0,40, Mexico, <=50K -29, Private,136277, 10th,6, Never-married, Other-service, Own-child, Black, Female,0,0,32, United-States, <=50K -36, Private,284616, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,185554, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,25, United-States, <=50K -51, Private,138847, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -39, Private,33487, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,84306, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,5013,0,50, United-States, <=50K -40, Self-emp-not-inc,223881, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,70, United-States, >50K -61, Private,149653, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -38, Private,348739, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -20,,235442, Some-college,10, Never-married,, Own-child, White, Male,0,0,35, United-States, <=50K -21, Private,34506, HS-grad,9, Separated, Other-service, Own-child, White, Female,0,0,35, United-States, <=50K -40, Private,346964, HS-grad,9, Divorced, Tech-support, Unmarried, White, Female,0,0,40, United-States, <=50K -46, Private,192208, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -21, Private,305874, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,54, United-States, <=50K -35, Self-emp-not-inc,462890, 10th,6, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,50, United-States, <=50K -39, Private,89508, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -38, Self-emp-not-inc,200153, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -30, Private,179446, HS-grad,9, Separated, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -28, Private,208965, 9th,5, Never-married, Machine-op-inspct, Unmarried, Other, Male,0,0,40, Mexico, <=50K -32, Private,40142, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -46, Self-emp-not-inc,57452, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -40, Private,327573, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -47, Private,151267, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, Black, Female,15024,0,40, United-States, >50K -44, Private,265266, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,203836, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,3464,0,40, Columbia, <=50K -51,,163998, HS-grad,9, Married-spouse-absent,, Not-in-family, White, Male,0,0,20, United-States, >50K -46, Self-emp-not-inc,28281, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, >50K -51, Private,293196, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,60, Iran, >50K -45, Private,214627, Doctorate,16, Widowed, Prof-specialty, Unmarried, White, Male,15020,0,40, Iran, >50K -20, Private,368852, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -44, Private,353396, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, <=50K -33, Private,161745, Assoc-voc,11, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,45, United-States, <=50K -18, Private,97963, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,30, United-States, <=50K -61, Self-emp-inc,156542, Prof-school,15, Separated, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, >50K -50, State-gov,198103, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -47, Federal-gov,55377, HS-grad,9, Never-married, Machine-op-inspct, Own-child, Black, Male,0,0,40, United-States, <=50K -34, Private,173730, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -53, Private,374588, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,60, United-States, <=50K -39, Self-emp-not-inc,174330, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -58, Private,78141, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -66,,190324, HS-grad,9, Married-civ-spouse,, Husband, Black, Male,0,0,18, United-States, <=50K -26, Private,31350, 11th,7, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,50, United-States, <=50K -41, Private,243607, 5th-6th,3, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, Mexico, <=50K -47, Local-gov,134671, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,197023, Assoc-voc,11, Married-civ-spouse, Machine-op-inspct, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -52, Private,117674, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -29, Private,169815, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -43, Private,598606, 9th,5, Separated, Handlers-cleaners, Unmarried, Black, Female,0,0,50, United-States, <=50K -42, Federal-gov,122861, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -35, Private,166235, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, Black, Female,0,0,30, United-States, <=50K -41, Private,187821, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,2885,0,40, United-States, <=50K -34, Private,340940, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,7298,0,60, United-States, >50K -52, Self-emp-not-inc,194791, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -61, Private,231323, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -39, Local-gov,305597, HS-grad,9, Separated, Exec-managerial, Unmarried, White, Male,0,0,40, United-States, <=50K -19, Private,25429, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,25, United-States, <=50K -46, State-gov,192779, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,40, United-States, >50K -39, Private,346478, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,45, United-States, <=50K -22, Private,341368, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,50, United-States, <=50K -30, State-gov,295612, HS-grad,9, Separated, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -40, Private,168936, Assoc-voc,11, Divorced, Other-service, Not-in-family, White, Female,0,0,32, United-States, <=50K -43, Private,218558, Bachelors,13, Married-spouse-absent, Prof-specialty, Not-in-family, White, Male,3325,0,40, United-States, <=50K -37, Private,336598, 5th-6th,3, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,36, Mexico, <=50K -23, Private,308205, Assoc-acdm,12, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -39, Local-gov,357173, Assoc-acdm,12, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,59, United-States, <=50K -54, Private,457237, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -46, Self-emp-inc,284799, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -20, Private,179423, Some-college,10, Never-married, Transport-moving, Own-child, White, Female,0,0,40, United-States, <=50K -50, Self-emp-not-inc,363405, Bachelors,13, Married-civ-spouse, Tech-support, Wife, White, Female,0,0,50, United-States, >50K -17, Private,139183, 10th,6, Never-married, Sales, Own-child, White, Female,0,0,15, United-States, <=50K -36, Private,203482, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,112554, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -53, Private,99476, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,38, United-States, <=50K -50, Private,93690, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -38, Private,220585, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -63, Self-emp-not-inc,194638, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,32, United-States, <=50K -53, Private,154785, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -40,,162108, Bachelors,13, Divorced,, Not-in-family, White, Female,0,0,50, United-States, <=50K -23, Self-emp-inc,214542, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -20, Private,161922, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,43, United-States, <=50K -46, Private,207940, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, >50K -28, Private,259351, 10th,6, Never-married, Other-service, Other-relative, Amer-Indian-Eskimo, Male,0,0,40, Mexico, <=50K -59, Private,208395, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -41, Private,116391, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -33, Private,239781, Preschool,1, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, Mexico, <=50K -56, Private,174351, 12th,8, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Italy, <=50K -50, Self-emp-not-inc,44368, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,15024,0,55, El-Salvador, >50K -31, Local-gov,188798, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, <=50K -41, Private,50122, Assoc-voc,11, Divorced, Sales, Own-child, White, Male,0,0,50, United-States, <=50K -38, Private,111398, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,7688,0,40, United-States, >50K -25, State-gov,152035, Assoc-acdm,12, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -18,,139003, HS-grad,9, Never-married,, Other-relative, Other, Female,0,0,12, United-States, <=50K -49, Local-gov,249289, Bachelors,13, Divorced, Prof-specialty, Unmarried, Black, Female,0,0,40, United-States, <=50K -39, Private,257726, Some-college,10, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -22,,113175, Some-college,10, Never-married,, Own-child, White, Female,0,0,20, United-States, <=50K -21, Private,151158, Some-college,10, Never-married, Prof-specialty, Own-child, White, Female,0,0,25, United-States, <=50K -35, Private,465326, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -21,,356772, HS-grad,9, Never-married,, Unmarried, White, Female,0,0,40, United-States, <=50K -38, Private,364782, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -55, Private,198385, 7th-8th,4, Widowed, Other-service, Unmarried, White, Female,0,0,20,, <=50K -31, Private,329301, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,55, United-States, <=50K -17, Self-emp-inc,254859, 11th,7, Never-married, Prof-specialty, Own-child, White, Male,0,0,20, United-States, <=50K -31, Private,203488, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,7298,0,50, United-States, >50K -25, Local-gov,222800, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -39, Private,96452, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -50, Private,170050, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -38, Local-gov,116580, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,20, United-States, >50K -50, Private,400004, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -63, Private,183608, 10th,6, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,194055, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -23, Private,210443, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -18, Private,43272, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -43, Local-gov,108945, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,0,48, United-States, <=50K -34, Private,114691, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -18, Private,304169, 11th,7, Never-married, Sales, Own-child, White, Male,0,0,35, United-States, <=50K -46, Private,503923, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,4386,0,40, United-States, >50K -35, Private,340428, Bachelors,13, Never-married, Sales, Unmarried, White, Female,0,0,40, United-States, >50K -46, State-gov,106705, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,38, United-States, <=50K -59, Private,146391, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,7298,0,40, United-States, >50K -31, Private,235389, 7th-8th,4, Never-married, Handlers-cleaners, Not-in-family, White, Female,0,0,30, Portugal, <=50K -27, Private,39665, HS-grad,9, Divorced, Sales, Unmarried, White, Female,0,0,37, United-States, <=50K -41, Private,113823, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, England, <=50K -42, Private,217826, HS-grad,9, Never-married, Craft-repair, Own-child, Black, Male,0,0,40,, <=50K -55, Private,349304, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -34,,197688, HS-grad,9, Never-married,, Not-in-family, Black, Female,0,0,40, United-States, <=50K -44, Private,54507, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -26, Private,117833, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,1669,50, United-States, <=50K -36, Private,163396, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -69, Private,88566, 9th,5, Married-civ-spouse, Other-service, Husband, White, Male,1424,0,35, United-States, <=50K -33, Private,323619, Some-college,10, Never-married, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -30, Private,75755, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,148903, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,16, United-States, >50K -25, Private,40915, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, >50K -21, Private,182606, Some-college,10, Never-married, Other-service, Own-child, Black, Male,0,0,40,, <=50K -18, Private,131033, 11th,7, Never-married, Other-service, Other-relative, Black, Male,0,0,15, United-States, <=50K -35, Self-emp-not-inc,168475, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, >50K -20, Private,121568, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,50, United-States, <=50K -26, Private,139098, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,5013,0,40, United-States, <=50K -46, Private,357338, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,283268, Bachelors,13, Never-married, Prof-specialty, Unmarried, White, Female,0,0,36, United-States, <=50K -40, Private,572751, Prof-school,15, Married-civ-spouse, Craft-repair, Husband, White, Male,5178,0,40, Mexico, >50K -40, Private,315321, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,625,52, United-States, <=50K -31, Private,120461, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -32, Self-emp-not-inc,65278, Doctorate,16, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -23, Self-emp-not-inc,208503, Some-college,10, Divorced, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -25, Local-gov,112835, Masters,14, Never-married, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, <=50K -37, Private,265038, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -18, Private,89478, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -55, Private,276229, HS-grad,9, Widowed, Sales, Not-in-family, White, Female,0,0,38, United-States, <=50K -52, Private,366232, 9th,5, Divorced, Craft-repair, Unmarried, White, Female,0,0,40, Cuba, <=50K -26, Private,152035, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -37, Private,205339, Some-college,10, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, >50K -39, Private,75995, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,45, United-States, <=50K -62, Self-emp-not-inc,192236, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, >50K -19,,188618, Some-college,10, Never-married,, Own-child, White, Female,0,0,25, United-States, <=50K -47, Private,229737, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -51, Local-gov,199688, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -55, Private,52953, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -30, Private,221043, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, <=50K -59, Federal-gov,115389, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,36, United-States, <=50K -45, Self-emp-not-inc,204205, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,65, United-States, <=50K -52, Private,338816, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,45, United-States, >50K -21, Private,197387, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,20, United-States, <=50K -31, Private,42485, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,55, United-States, <=50K -29, Private,367706, Some-college,10, Never-married, Adm-clerical, Own-child, Black, Male,0,0,40, United-States, <=50K -24, Private,102493, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -17, Private,263746, 10th,6, Never-married, Other-service, Own-child, White, Male,0,0,24, United-States, <=50K -47, Private,115358, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, Black, Female,0,0,40, United-States, <=50K -46, Private,189680, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -32,,282622, HS-grad,9, Divorced,, Unmarried, White, Female,0,0,28, United-States, <=50K -34, Private,127651, 10th,6, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,44,, <=50K -63, Private,230823, 12th,8, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, Cuba, <=50K -21, Private,300812, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,25, United-States, <=50K -18, Private,174732, HS-grad,9, Never-married, Other-service, Other-relative, Black, Male,0,0,36, United-States, <=50K -49, State-gov,183710, Doctorate,16, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -81, Self-emp-not-inc,137018, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,20, United-States, <=50K -36, Self-emp-inc,213008, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -47, Private,357848, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -36, Private,165799, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -39, Self-emp-not-inc,188571, Assoc-voc,11, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -46, Private,97883, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,35, United-States, <=50K -43, Local-gov,105862, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,1902,40, United-States, >50K -39, Local-gov,57424, Bachelors,13, Divorced, Adm-clerical, Unmarried, White, Female,0,0,35, United-States, <=50K -29, Private,151476, Some-college,10, Separated, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -23, Private,129583, HS-grad,9, Never-married, Handlers-cleaners, Own-child, Black, Female,0,0,16, United-States, <=50K -57, Private,180920, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,43, United-States, <=50K -38, Self-emp-not-inc,182416, HS-grad,9, Never-married, Sales, Unmarried, Black, Female,0,0,42, United-States, <=50K -25, Private,251915, Bachelors,13, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -39, Local-gov,187127, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,69045, Some-college,10, Never-married, Sales, Not-in-family, Black, Male,0,0,40, Jamaica, <=50K -56, Private,192869, Masters,14, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1977,44, United-States, >50K -39, Private,74163, 12th,8, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -23, Private,60847, Assoc-voc,11, Never-married, Sales, Unmarried, White, Female,0,0,60, United-States, <=50K -17,,213055, 11th,7, Never-married,, Not-in-family, Other, Female,0,0,20, United-States, <=50K -67, Self-emp-not-inc,116057, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,3273,0,16, United-States, <=50K -41, Private,82393, Bachelors,13, Never-married, Adm-clerical, Not-in-family, Asian-Pac-Islander, Male,0,0,50, United-States, <=50K -24, Local-gov,134181, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,50, United-States, <=50K -51, Private,159910, Bachelors,13, Divorced, Exec-managerial, Not-in-family, Black, Male,10520,0,40, United-States, >50K -30, Self-emp-inc,117570, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,60, United-States, <=50K -47, Self-emp-inc,214169, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,15024,0,40, United-States, >50K -56, Private,56331, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,32, United-States, <=50K -51, Private,35576, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,38, United-States, <=50K -57, Self-emp-not-inc,149168, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, <=50K -34, Private,157165, Some-college,10, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -24, Private,278130, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -57, Private,257200, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,283122, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -23, Private,580248, HS-grad,9, Never-married, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -35, Private,230054, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Mexico, <=50K -58, Private,519006, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,52, United-States, <=50K -19,,37332, HS-grad,9, Never-married,, Own-child, White, Female,1055,0,12, United-States, <=50K -19,,365871, 7th-8th,4, Never-married,, Not-in-family, White, Male,0,0,40, Mexico, <=50K -68, State-gov,235882, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,2377,60, United-States, >50K -43, Private,336513, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,40, United-States, >50K -17, Private,115551, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -53, State-gov,50048, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,50, United-States, >50K -37, Self-emp-inc,382802, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,99, United-States, >50K -21,,180303, Bachelors,13, Never-married,, Not-in-family, Asian-Pac-Islander, Male,0,0,25,, <=50K -63, Private,106023, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -31, Private,332379, Some-college,10, Married-spouse-absent, Transport-moving, Unmarried, White, Male,0,0,50, United-States, <=50K -29, Private,95465, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -43, Local-gov,96102, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,1887,40, United-States, >50K -27, Private,36440, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,65, United-States, >50K -25, Self-emp-not-inc,209384, HS-grad,9, Never-married, Other-service, Other-relative, White, Male,0,0,32, United-States, <=50K -28, Private,50814, HS-grad,9, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -54, Private,143865, HS-grad,9, Divorced, Sales, Unmarried, White, Female,0,0,35, United-States, <=50K -74,,104661, Some-college,10, Widowed,, Not-in-family, White, Female,0,0,12, United-States, <=50K -31, Local-gov,50442, Some-college,10, Never-married, Exec-managerial, Own-child, Amer-Indian-Eskimo, Female,0,0,32, United-States, <=50K -23, Private,236601, Some-college,10, Never-married, Tech-support, Not-in-family, White, Male,0,0,48, United-States, <=50K -19, Private,100999, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,30, United-States, <=50K -39,,362685, Preschool,1, Widowed,, Not-in-family, White, Female,0,0,20, El-Salvador, <=50K -61, Self-emp-not-inc,32423, HS-grad,9, Married-civ-spouse, Farming-fishing, Wife, White, Female,22040,0,40, United-States, <=50K -59,,154236, HS-grad,9, Married-civ-spouse,, Wife, White, Female,7688,0,40, United-States, >50K -27, Self-emp-inc,153546, Assoc-voc,11, Married-civ-spouse, Other-service, Wife, White, Female,0,0,36, United-States, >50K -19, Private,182355, Some-college,10, Never-married, Adm-clerical, Own-child, Black, Female,0,0,20, United-States, <=50K -23,,191444, HS-grad,9, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -25, Local-gov,44216, HS-grad,9, Divorced, Adm-clerical, Not-in-family, Amer-Indian-Eskimo, Female,0,0,35, United-States, <=50K -40, Private,97688, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,48, United-States, >50K -53, Private,209022, 11th,7, Divorced, Other-service, Not-in-family, White, Female,0,0,37, United-States, <=50K -32, Private,96016, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,45, United-States, <=50K -72, Self-emp-not-inc,52138, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,2392,25, United-States, >50K -61, Private,159046, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,138634, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -17, Private,130125, 10th,6, Never-married, Other-service, Own-child, Amer-Indian-Eskimo, Female,1055,0,20, United-States, <=50K -73, Private,247355, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,16, Canada, <=50K -41, Self-emp-not-inc,227065, Some-college,10, Separated, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -23, Private,244771, Some-college,10, Never-married, Machine-op-inspct, Own-child, Black, Female,0,0,20, Jamaica, <=50K -23, Private,215616, HS-grad,9, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, Canada, <=50K -65, Private,386672, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,15, United-States, <=50K -45, Self-emp-inc,177543, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,50, United-States, <=50K -52, Federal-gov,617021, Bachelors,13, Married-civ-spouse, Tech-support, Husband, Black, Male,7688,0,40, United-States, >50K -24, Local-gov,117109, Bachelors,13, Never-married, Adm-clerical, Own-child, Black, Female,0,0,27, United-States, <=50K -23, Private,373550, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,19847, Some-college,10, Divorced, Tech-support, Own-child, White, Female,0,0,40, United-States, <=50K -26, Private,189590, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -37, Self-emp-not-inc,58343, HS-grad,9, Divorced, Farming-fishing, Unmarried, White, Male,0,0,56, United-States, <=50K -17, Private,354201, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -31, Private,119422, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -52, Private,363405, HS-grad,9, Separated, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -63, Private,181863, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,27, United-States, <=50K -27, Private,194472, HS-grad,9, Never-married, Priv-house-serv, Not-in-family, White, Female,0,0,60, United-States, <=50K -31, Private,247328, 9th,5, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,3137,0,40, Mexico, <=50K -71, Self-emp-not-inc,130731, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,35, United-States, <=50K -35, Private,236910, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -44, Private,378251, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,38, United-States, <=50K -36, Private,120760, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,40, China, <=50K -22, Private,203182, Bachelors,13, Never-married, Exec-managerial, Other-relative, White, Female,0,0,20, United-States, <=50K -32, Private,130304, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1485,48, United-States, <=50K -30, Local-gov,352542, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -60,,191024, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,197728, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -76, Private,316185, 7th-8th,4, Widowed, Protective-serv, Not-in-family, White, Female,0,0,12, United-States, <=50K -41, Private,89226, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -26, Private,292353, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Husband, Other, Male,0,0,40, United-States, <=50K -45, Private,304570, 12th,8, Married-civ-spouse, Machine-op-inspct, Husband, Asian-Pac-Islander, Male,0,0,40,, <=50K -32, Private,180296, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -22, Private,361487, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -39, Private,218490, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,1848,40, United-States, >50K -63, Self-emp-not-inc,231777, Bachelors,13, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -23, Private,189832, Assoc-acdm,12, Never-married, Transport-moving, Unmarried, White, Female,0,0,40, United-States, <=50K -61, Private,232308, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -31, State-gov,33308, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,333677, 9th,5, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, <=50K -33, Private,170651, HS-grad,9, Never-married, Other-service, Own-child, White, Female,1055,0,40, United-States, <=50K -39, Private,343403, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,36, United-States, <=50K -53, Private,166386, Bachelors,13, Married-civ-spouse, Machine-op-inspct, Wife, Asian-Pac-Islander, Female,0,0,40, China, <=50K -26, Federal-gov,48099, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -21, Private,143062, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,32, United-States, <=50K -18, Private,104704, HS-grad,9, Never-married, Adm-clerical, Own-child, Black, Male,0,0,40, United-States, <=50K -34, Private,30497, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,60, United-States, >50K -44, State-gov,174325, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Black, Male,7688,0,40, United-States, >50K -31, Private,286675, HS-grad,9, Divorced, Craft-repair, Own-child, White, Male,0,0,50, United-States, <=50K -44, Private,59474, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -42, Private,378384, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,60, United-States, >50K -43, Private,245842, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,44, Mexico, <=50K -33, Private,274222, Bachelors,13, Married-civ-spouse, Other-service, Husband, Asian-Pac-Islander, Male,7688,0,38, United-States, >50K -21, Private,342575, Some-college,10, Never-married, Sales, Own-child, Black, Female,0,0,30, United-States, <=50K -30, Private,206051, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, >50K -55, Private,234213, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -57, Private,145189, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -37, Private,233490, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,50, United-States, <=50K -32, Private,344129, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -62, Self-emp-not-inc,171315, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -31, Self-emp-not-inc,181485, Bachelors,13, Never-married, Sales, Not-in-family, Black, Male,0,0,40, United-States, >50K -51, Private,255412, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, France, >50K -37, Private,262409, Masters,14, Divorced, Exec-managerial, Unmarried, White, Female,0,213,45, United-States, <=50K -45, Private,199590, 5th-6th,3, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,38, Mexico, <=50K -47, Private,84726, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -31,,226883, HS-grad,9, Divorced,, Own-child, White, Male,0,0,75, United-States, <=50K -75, Self-emp-not-inc,184335, 11th,7, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,30, United-States, <=50K -43, Private,102025, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Other, Male,0,0,50, United-States, <=50K -39, Private,183898, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,7688,0,60, Germany, >50K -30, Private,55291, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -27, Private,150025, 5th-6th,3, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,40, Guatemala, <=50K -44, Private,100584, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -53, Local-gov,181755, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,35, United-States, >50K -40, Private,150528, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -18, Private,107277, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -33, Private,247205, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, Black, Male,0,0,40, England, <=50K -20, Private,291979, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -38, Private,270985, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,50, United-States, <=50K -48, Private,62605, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,35, United-States, <=50K -46, Self-emp-not-inc,176863, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,53197, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -35, Self-emp-not-inc,267776, HS-grad,9, Never-married, Other-service, Other-relative, White, Female,0,0,30, United-States, <=50K -24, Private,308205, 7th-8th,4, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,40, Mexico, <=50K -30, Private,306383, Some-college,10, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,50, United-States, <=50K -70, Private,35494, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,30, United-States, <=50K -26, Private,291968, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,44, United-States, <=50K -34, Private,80933, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1672,40, United-States, <=50K -46, Private,271828, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -70, Private,121993, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,5, United-States, <=50K -37, Local-gov,31023, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -36, Self-emp-not-inc,36425, Some-college,10, Divorced, Sales, Unmarried, White, Female,0,0,35, United-States, <=50K -23, Private,407684, 9th,5, Never-married, Machine-op-inspct, Other-relative, White, Female,0,0,40, Mexico, <=50K -28, Private,241895, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,1628,40, United-States, <=50K -44, Self-emp-not-inc,158555, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -58, Private,140363, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Male,3325,0,30, United-States, <=50K -53, Private,123429, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -23, Private,40060, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,290286, HS-grad,9, Never-married, Craft-repair, Not-in-family, Black, Male,0,0,40, United-States, <=50K -21,,249271, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -34, Local-gov,106169, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, <=50K -43, Private,76487, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,437994, Some-college,10, Never-married, Other-service, Other-relative, Black, Male,0,0,20, United-States, <=50K -41, Private,113555, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Amer-Indian-Eskimo, Male,7298,0,50, United-States, >50K -36, Private,160120, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, Asian-Pac-Islander, Male,0,0,40, Vietnam, <=50K -41, Local-gov,343079, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,1740,20, United-States, <=50K -27, Private,406662, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,4416,0,40, United-States, <=50K -42, Self-emp-not-inc,37618, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -27, Private,114158, Assoc-voc,11, Never-married, Adm-clerical, Own-child, White, Female,0,0,35, United-States, <=50K -41, Private,115562, HS-grad,9, Divorced, Protective-serv, Own-child, White, Male,0,0,40, United-States, <=50K -32, Private,353994, Bachelors,13, Married-civ-spouse, Exec-managerial, Other-relative, Asian-Pac-Islander, Female,0,0,40, China, >50K -21, Private,344891, Some-college,10, Never-married, Adm-clerical, Own-child, Asian-Pac-Islander, Male,0,0,20, United-States, <=50K -44, Private,286750, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,50, United-States, >50K -29, Private,194197, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -19, Self-emp-not-inc,206599, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,22, United-States, <=50K -21, Local-gov,596776, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, Guatemala, <=50K -46, Private,56841, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,112561, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -43, Private,147110, Some-college,10, Never-married, Adm-clerical, Unmarried, White, Male,0,0,48, United-States, >50K -54, Self-emp-inc,175339, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -38, Private,234901, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,60, United-States, >50K -18,,298133, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -50, Private,217083, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -30, Private,97757, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,36, United-States, >50K -30, Private,151868, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -28, Local-gov,25864, HS-grad,9, Never-married, Exec-managerial, Unmarried, Amer-Indian-Eskimo, Female,0,0,35, United-States, <=50K -26, Private,109419, Assoc-voc,11, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,45, United-States, <=50K -37, Federal-gov,203070, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,43, United-States, <=50K -32, Private,107843, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,5178,0,50, United-States, >50K -64, State-gov,264544, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,5, United-States, >50K -18, Private,148644, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,28, United-States, <=50K -30, Private,125762, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,30, United-States, <=50K -36,,53606, Assoc-voc,11, Married-civ-spouse,, Wife, White, Female,3908,0,8, United-States, <=50K -18, Private,193741, 11th,7, Never-married, Other-service, Other-relative, Black, Male,0,0,30, United-States, <=50K -27, Private,588905, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -49, Private,115613, 9th,5, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -46, State-gov,222374, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,43, United-States, >50K -37, Private,185359, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,173647, Some-college,10, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -29, Private,31166, HS-grad,9, Divorced, Prof-specialty, Not-in-family, Other, Female,0,0,30, Germany, <=50K -22,,517995, HS-grad,9, Never-married,, Own-child, White, Male,0,0,40, Mexico, <=50K -25, Self-emp-not-inc,189027, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,30, United-States, <=50K -38, Private,296125, HS-grad,9, Separated, Priv-house-serv, Unmarried, Black, Female,0,0,30, United-States, <=50K -32,,640383, Bachelors,13, Divorced,, Unmarried, White, Female,0,0,40, United-States, <=50K -35, Private,334291, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -56, Private,318450, Masters,14, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,80, United-States, >50K -29, Private,174163, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -41, Private,119721, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -47, Private,142719, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,162593, Bachelors,13, Never-married, Adm-clerical, Not-in-family, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -46, Self-emp-not-inc,236852, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -28, Local-gov,154863, HS-grad,9, Never-married, Protective-serv, Other-relative, Black, Male,0,1876,40, United-States, <=50K -39, Private,168894, Bachelors,13, Divorced, Adm-clerical, Unmarried, White, Female,0,0,20, United-States, <=50K -42, Self-emp-not-inc,344920, Some-college,10, Married-civ-spouse, Farming-fishing, Wife, White, Female,0,0,50, United-States, <=50K -39, Private,33355, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,7298,0,48, United-States, >50K -68,,196782, 7th-8th,4, Married-civ-spouse,, Husband, White, Male,0,0,30, United-States, <=50K -37, Self-emp-inc,291518, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,15024,0,55, United-States, >50K -57, Private,170244, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -22, Private,369549, Some-college,10, Never-married, Other-service, Not-in-family, Black, Female,0,0,30, United-States, <=50K -24, Private,23438, Assoc-voc,11, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,30, United-States, >50K -19, Private,202673, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,50, United-States, <=50K -55, Private,171780, Assoc-acdm,12, Divorced, Sales, Unmarried, Black, Female,0,0,30, United-States, <=50K -37, Local-gov,264503, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -37, Local-gov,244341, Some-college,10, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -28, Private,209109, Bachelors,13, Married-civ-spouse, Other-service, Husband, White, Male,0,0,50, United-States, <=50K -27, Private,187392, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -40, State-gov,119578, Bachelors,13, Never-married, Prof-specialty, Unmarried, White, Female,0,0,20, United-States, <=50K -51, Private,195105, HS-grad,9, Divorced, Priv-house-serv, Own-child, White, Female,0,0,40, United-States, <=50K -52, Private,101752, Assoc-voc,11, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,56, United-States, <=50K -74,,95825, Some-college,10, Widowed,, Not-in-family, White, Female,0,0,3, United-States, <=50K -49, Self-emp-inc,362654, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,50, United-States, >50K -20,,29810, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -40, Federal-gov,77332, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,50, United-States, <=50K -80, Private,87518, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Male,0,1816,60, United-States, <=50K -63, Private,113324, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -63, Private,96299, HS-grad,9, Divorced, Transport-moving, Unmarried, White, Male,0,0,45, United-States, >50K -51, Private,237729, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -23, Private,200973, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -66, Self-emp-not-inc,212456, HS-grad,9, Widowed, Craft-repair, Not-in-family, White, Male,0,0,20, United-States, <=50K -33, Self-emp-not-inc,131568, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,66, United-States, <=50K -49, Private,185859, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,43, United-States, <=50K -20, Private,231981, Some-college,10, Never-married, Transport-moving, Not-in-family, White, Male,0,0,32, United-States, <=50K -33, Self-emp-inc,117963, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1887,60, United-States, >50K -26, Private,78172, Some-college,10, Married-AF-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -52, Private,164135, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -33, Private,171216, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -47, Private,140664, Bachelors,13, Divorced, Sales, Not-in-family, White, Male,0,0,45, United-States, <=50K -23, Private,249277, HS-grad,9, Never-married, Exec-managerial, Own-child, Black, Male,0,0,75, United-States, <=50K -53, Federal-gov,117847, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -19, Private,52372, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -26, Federal-gov,95806, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,3325,0,40, United-States, <=50K -53, Private,137428, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, >50K -65, Private,169047, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,10, United-States, <=50K -68, Private,339168, Bachelors,13, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,30, United-States, <=50K -30, Private,504725, 10th,6, Never-married, Sales, Other-relative, White, Male,0,0,18, Guatemala, <=50K -28, Private,132870, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -54, Local-gov,135840, 10th,6, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,45, United-States, <=50K -30, Private,35644, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,10, United-States, <=50K -22, Private,198148, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,50, United-States, <=50K -25, Private,220098, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,30, United-States, <=50K -19, Private,262515, 11th,7, Never-married, Other-service, Other-relative, White, Male,0,0,20, United-States, <=50K -19,,423863, Some-college,10, Never-married,, Own-child, White, Female,0,0,35, United-States, <=50K -32, Federal-gov,111567, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -23, Private,194096, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -51, Local-gov,420917, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, <=50K -25, Private,197871, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,44, United-States, >50K -46, Local-gov,253116, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Black, Female,0,0,40, United-States, <=50K -38, Private,206535, Some-college,10, Divorced, Tech-support, Unmarried, White, Female,0,0,50, United-States, <=50K -26, State-gov,70447, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, >50K -46, Private,201217, HS-grad,9, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -25, Private,209970, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -20, Private,196745, Some-college,10, Never-married, Other-service, Own-child, White, Female,594,0,16, United-States, <=50K -29, Local-gov,175262, Masters,14, Married-civ-spouse, Prof-specialty, Other-relative, White, Male,0,0,35, United-States, <=50K -51, Self-emp-inc,304955, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -40, Private,181265, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,52, United-States, <=50K -24, Private,200973, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -24, Self-emp-not-inc,37440, Bachelors,13, Never-married, Farming-fishing, Unmarried, White, Male,0,0,50, United-States, <=50K -31, Private,395170, Assoc-voc,11, Married-civ-spouse, Other-service, Wife, Amer-Indian-Eskimo, Female,0,0,24, Mexico, <=50K -54,,32385, HS-grad,9, Divorced,, Not-in-family, White, Female,0,0,30, United-States, <=50K -34, Private,353213, Assoc-acdm,12, Separated, Craft-repair, Not-in-family, White, Male,0,0,60, United-States, <=50K -19, Private,38619, Some-college,10, Never-married, Farming-fishing, Own-child, White, Male,0,0,66, United-States, <=50K -21, Private,177711, HS-grad,9, Never-married, Transport-moving, Own-child, Black, Male,0,0,40, United-States, <=50K -21, Private,190761, 10th,6, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,70, United-States, <=50K -23, Private,27776, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,24, United-States, <=50K -37, Federal-gov,470663, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -40, Private,71738, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,46, United-States, >50K -57, Private,74156, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,30, United-States, <=50K -48, Private,202467, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1485,40, United-States, >50K -24, Private,123983, 11th,7, Married-civ-spouse, Transport-moving, Husband, Asian-Pac-Islander, Male,0,0,40, Vietnam, <=50K -43, Private,193494, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -32,,169886, Bachelors,13, Never-married,, Not-in-family, White, Female,0,0,20,, <=50K -40, Private,130571, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -52, Self-emp-inc,90363, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,35, United-States, >50K -49, Private,83444, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -45, Self-emp-not-inc,239093, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, Amer-Indian-Eskimo, Male,3137,0,40, United-States, <=50K -62, Local-gov,151369, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -29, Private,56630, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -49, Private,117095, HS-grad,9, Separated, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -55, Federal-gov,189985, Some-college,10, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -20,,34862, Some-college,10, Never-married,, Own-child, Amer-Indian-Eskimo, Male,0,0,72, United-States, <=50K -37, Self-emp-inc,126675, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -43, State-gov,199806, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -29, Private,57596, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -44, Private,103459, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, United-States, >50K -28, Private,282398, Some-college,10, Separated, Tech-support, Unmarried, White, Male,0,0,40, United-States, >50K -38, Private,298841, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,45, United-States, <=50K -45, Private,33300, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,1977,50, United-States, >50K -22,,306031, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -19, Private,306467, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -20, Private,189888, 12th,8, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -60, Private,83861, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,117393, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -22, Private,129934, Some-college,10, Never-married, Adm-clerical, Not-in-family, Asian-Pac-Islander, Male,0,0,40,, <=50K -51, Private,179010, Some-college,10, Divorced, Sales, Not-in-family, White, Female,0,0,60, United-States, <=50K -31, Private,375680, Bachelors,13, Never-married, Prof-specialty, Unmarried, Black, Female,0,0,40,, <=50K -48, Private,316101, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -43, Private,293305, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,1887,40, United-States, >50K -51, Local-gov,175750, HS-grad,9, Divorced, Transport-moving, Unmarried, Black, Male,0,0,40, United-States, <=50K -41, Private,121718, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,0,1848,48, United-States, >50K -62,,94931, Assoc-voc,11, Married-civ-spouse,, Husband, White, Male,3411,0,40, United-States, <=50K -50, State-gov,229272, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, >50K -46, Private,142828, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, United-States, >50K -54, Private,22743, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,15024,0,60, United-States, >50K -68, Private,76371, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,45, United-States, >50K -23, Self-emp-not-inc,216129, Assoc-acdm,12, Never-married, Craft-repair, Not-in-family, White, Male,0,0,30, United-States, <=50K -49, Private,107425, Masters,14, Never-married, Sales, Not-in-family, White, Female,0,0,35, United-States, <=50K -24, Private,611029, 10th,6, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -30, Local-gov,363032, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, Black, Male,0,0,40, United-States, <=50K -38, Private,170020, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,3137,0,45, United-States, <=50K -34, Private,137900, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,35, United-States, <=50K -22, Private,322674, Some-college,10, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -30, Private,23778, 7th-8th,4, Separated, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -61, Private,147845, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,31, United-States, <=50K -36, Private,175759, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Male,0,0,40, United-States, <=50K -51, Self-emp-inc,166459, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -43, Private,128212, 5th-6th,3, Married-civ-spouse, Machine-op-inspct, Wife, Asian-Pac-Islander, Female,0,0,40, Vietnam, >50K -54, Federal-gov,127455, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,48, United-States, >50K -63, Private,134699, HS-grad,9, Widowed, Prof-specialty, Not-in-family, White, Female,0,0,25, United-States, <=50K -51, Private,254230, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -63, Self-emp-not-inc,159715, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -51, Local-gov,116286, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -27, Private,146719, HS-grad,9, Divorced, Sales, Own-child, White, Female,0,0,35, United-States, <=50K -35, Private,361888, Assoc-acdm,12, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -31,,26553, Bachelors,13, Married-civ-spouse,, Wife, White, Female,0,0,25, United-States, >50K -46, Self-emp-not-inc,32825, HS-grad,9, Separated, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -53, Private,225768, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, >50K -26, Federal-gov,393728, Some-college,10, Divorced, Adm-clerical, Own-child, White, Male,0,0,24, United-States, <=50K -43, Private,160369, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -39, Private,191807, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,15024,0,50, United-States, >50K -50, Federal-gov,176969, HS-grad,9, Divorced, Prof-specialty, Not-in-family, White, Male,0,1590,40, United-States, <=50K -54, Federal-gov,33863, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -62,,182687, Some-college,10, Married-civ-spouse,, Wife, White, Female,0,0,45, United-States, >50K -57, State-gov,141459, Some-college,10, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -19,,174233, Some-college,10, Never-married,, Own-child, Black, Male,0,0,24, United-States, <=50K -29, Local-gov,95393, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -20, Private,221095, HS-grad,9, Never-married, Craft-repair, Other-relative, Black, Male,0,0,40, United-States, <=50K -53, Private,104501, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,55, United-States, >50K -18,,437851, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -22,,131230, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -23, Private,495888, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,40, El-Salvador, <=50K -69, Private,185691, 11th,7, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,20, United-States, <=50K -56, Private,201822, 7th-8th,4, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,2002,40, United-States, <=50K -53, Local-gov,549341, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,35, United-States, <=50K -28, Private,247445, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -28, Private,199566, Bachelors,13, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,40, United-States, <=50K -33, Self-emp-inc,139057, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,84, Taiwan, >50K -48, Private,185039, HS-grad,9, Divorced, Sales, Unmarried, White, Female,0,0,30, United-States, <=50K -61, Private,166124, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -49, Private,82649, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,5013,0,45, United-States, <=50K -48, Private,109275, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,408328, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,186338, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -27,,130856, Bachelors,13, Never-married,, Not-in-family, White, Male,0,0,40, United-States, <=50K -19, Private,251579, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,14, United-States, <=50K -47, Private,76612, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -25, Private,22546, Bachelors,13, Never-married, Transport-moving, Own-child, White, Male,0,0,60, United-States, <=50K -72, Private,53684, Some-college,10, Married-civ-spouse, Protective-serv, Husband, Black, Male,0,0,40, United-States, <=50K -29, Private,183627, 11th,7, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -22, Private,73203, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -57, Private,108426, HS-grad,9, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,48, England, <=50K -50, Private,116287, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,60, Columbia, <=50K -45, Self-emp-inc,145697, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,30, United-States, <=50K -52, Private,326156, Some-college,10, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, >50K -53, Private,201127, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,48, United-States, >50K -36, Private,250791, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,48, United-States, <=50K -46, Private,328216, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -20, Private,400443, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -75, Private,95985, 5th-6th,3, Widowed, Other-service, Unmarried, Black, Male,0,0,10, United-States, <=50K -32, Local-gov,127651, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -28, Private,250679, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -53, Private,103950, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -17, Private,200199, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,35, United-States, <=50K -46, State-gov,295791, Assoc-voc,11, Divorced, Adm-clerical, Unmarried, White, Female,0,0,38, United-States, <=50K -39, Private,191841, Assoc-acdm,12, Separated, Prof-specialty, Not-in-family, White, Female,0,0,30, United-States, <=50K -38, Private,82622, Some-college,10, Divorced, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -36, Private,160728, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,60, United-States, <=50K -63, Local-gov,109849, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Black, Female,0,0,21, United-States, <=50K -28, Private,339897, 1st-4th,2, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,43, Mexico, <=50K -28,,37215, Bachelors,13, Never-married,, Own-child, White, Male,0,0,45, United-States, <=50K -49, Private,371299, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Female,0,0,35, United-States, <=50K -43, Private,421837, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Mexico, <=50K -38, Private,29702, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -39, Private,117381, HS-grad,9, Never-married, Tech-support, Not-in-family, White, Male,0,0,62, England, <=50K -42,,240027, HS-grad,9, Divorced,, Not-in-family, Black, Female,0,0,40, United-States, <=50K -40, Private,338740, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -45,,28359, HS-grad,9, Separated,, Unmarried, White, Female,0,0,10, United-States, <=50K -29,,315026, HS-grad,9, Divorced,, Unmarried, White, Female,0,0,40, United-States, <=50K -24, Federal-gov,314525, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,1741,45, United-States, <=50K -30, Private,173005, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,50, United-States, >50K -44, Private,286750, Some-college,10, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, <=50K -40, Private,163985, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,24, United-States, <=50K -30, Private,219318, HS-grad,9, Never-married, Machine-op-inspct, Other-relative, White, Female,0,0,35, Puerto-Rico, <=50K -42, Private,44121, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,0,1876,40, United-States, <=50K -52, Self-emp-not-inc,103794, Assoc-voc,11, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,35, United-States, <=50K -42, Private,310632, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, >50K -39, Private,153976, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,52, United-States, >50K -43, Private,174575, Some-college,10, Divorced, Prof-specialty, Unmarried, White, Male,0,0,45, United-States, <=50K -62, Self-emp-not-inc,82388, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,10566,0,40, United-States, <=50K -30, Private,207253, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, England, <=50K -83,,251951, HS-grad,9, Widowed,, Not-in-family, White, Female,0,0,20, United-States, <=50K -39, Private,746786, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, >50K -41, Private,308296, HS-grad,9, Married-civ-spouse, Transport-moving, Wife, White, Female,0,0,20, United-States, <=50K -49, Private,101825, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,1977,40, United-States, >50K -25, Private,109009, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -48, Private,413363, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,2002,40, United-States, <=50K -59,,117751, Assoc-acdm,12, Divorced,, Not-in-family, White, Male,0,0,8, United-States, <=50K -44, State-gov,296326, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -36, Private,208358, 9th,5, Divorced, Handlers-cleaners, Not-in-family, White, Male,4650,0,56, United-States, <=50K -40, Private,120277, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, Ireland, <=50K -21, Private,193219, HS-grad,9, Never-married, Adm-clerical, Own-child, Black, Female,0,0,35, Jamaica, <=50K -41, Private,86399, Some-college,10, Separated, Adm-clerical, Not-in-family, White, Female,0,0,38, United-States, <=50K -24, Private,215251, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, <=50K -67, Self-emp-not-inc,124470, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -24, Private,228649, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Male,0,0,38, United-States, <=50K -50, Self-emp-not-inc,386397, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -48, Private,96798, Masters,14, Divorced, Sales, Not-in-family, White, Male,0,0,35, United-States, <=50K -55,,106707, Assoc-acdm,12, Married-civ-spouse,, Husband, Black, Male,0,0,20, United-States, >50K -29, Private,159768, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,3325,0,40, Ecuador, <=50K -50, Private,139464, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,0,36, Ireland, <=50K -64, State-gov,550848, 10th,6, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -49, Private,68505, 9th,5, Divorced, Other-service, Not-in-family, Black, Male,0,0,37, United-States, <=50K -20, Private,122215, HS-grad,9, Never-married, Other-service, Own-child, Black, Male,0,0,52, United-States, <=50K -30, Private,159442, HS-grad,9, Separated, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -37, Private,80638, Bachelors,13, Married-civ-spouse, Other-service, Husband, Asian-Pac-Islander, Male,0,0,30, China, <=50K -52, Private,192390, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -22, Private,191324, Some-college,10, Never-married, Protective-serv, Own-child, White, Male,0,0,25, United-States, <=50K -77,,147284, HS-grad,9, Widowed,, Not-in-family, White, Female,0,0,14, United-States, <=50K -19, State-gov,73009, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,15, United-States, <=50K -52, Private,177858, HS-grad,9, Divorced, Craft-repair, Other-relative, White, Male,0,0,55, United-States, >50K -42, Private,163003, Bachelors,13, Married-spouse-absent, Tech-support, Own-child, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -35, Private,95551, HS-grad,9, Separated, Exec-managerial, Not-in-family, White, Female,0,0,36, United-States, <=50K -27, Private,125298, Some-college,10, Never-married, Adm-clerical, Unmarried, White, Female,0,0,50, United-States, <=50K -54, State-gov,198186, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Female,0,0,38, United-States, <=50K -37, Private,295949, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1628,40, United-States, <=50K -37, Private,182668, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,35, United-States, <=50K -28, Private,124905, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,30, United-States, <=50K -63, Private,171635, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -19, Private,376240, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,42, United-States, <=50K -28, Private,157391, Bachelors,13, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -23,,114357, Some-college,10, Never-married,, Not-in-family, White, Male,0,0,40, United-States, <=50K -44, Private,178134, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, >50K -31, Private,207201, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -35, Private,124483, Bachelors,13, Never-married, Sales, Not-in-family, Asian-Pac-Islander, Male,0,0,50,, >50K -64, Private,102103, HS-grad,9, Divorced, Priv-house-serv, Not-in-family, White, Female,0,0,50, United-States, <=50K -40, Private,92036, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, >50K -59, Local-gov,236426, Assoc-acdm,12, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, <=50K -22, Private,400966, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -40, Private,404573, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,44, United-States, <=50K -35, Private,227571, 7th-8th,4, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, Mexico, <=50K -20, Private,145917, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,15, United-States, <=50K -35, Local-gov,190226, HS-grad,9, Never-married, Protective-serv, Own-child, White, Male,0,0,40, United-States, <=50K -28, Private,356555, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,48, United-States, <=50K -28, Private,66473, HS-grad,9, Divorced, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -37,,172256, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,20, United-States, <=50K -72,,118902, Doctorate,16, Married-civ-spouse,, Husband, White, Male,0,2392,6, United-States, >50K -25, Self-emp-inc,163039, Assoc-acdm,12, Never-married, Sales, Not-in-family, White, Male,0,0,60, United-States, <=50K -37, Private,89559, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -19,,35507, Some-college,10, Never-married,, Own-child, White, Female,0,0,45, United-States, <=50K -31, Private,163303, Assoc-voc,11, Divorced, Sales, Own-child, White, Female,0,0,38, United-States, <=50K -41, Private,192712, HS-grad,9, Never-married, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -31, Private,381153, 10th,6, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -44, Private,222434, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,34706, Some-college,10, Never-married, Exec-managerial, Not-in-family, Black, Male,0,0,47, United-States, <=50K -57, Self-emp-not-inc,47857, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -26, Private,195216, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,12, United-States, <=50K -44, Self-emp-inc,103643, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,5013,0,60, Greece, <=50K -29, Local-gov,329426, HS-grad,9, Never-married, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, <=50K -36, Private,183612, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,40, United-States, >50K -40, Private,184105, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -21, Private,211385, Assoc-acdm,12, Never-married, Other-service, Not-in-family, Black, Male,0,0,35, Jamaica, <=50K -21, Private,61777, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,70, United-States, <=50K -34, Self-emp-not-inc,320194, Prof-school,15, Separated, Prof-specialty, Unmarried, White, Male,0,0,48, United-States, >50K -24, Private,199444, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Female,0,0,15, United-States, <=50K -28, Private,312588, 10th,6, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -35, Private,168675, HS-grad,9, Separated, Transport-moving, Own-child, White, Male,0,0,50, United-States, <=50K -35, Private,87556, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -38, State-gov,220421, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -44, Federal-gov,404599, HS-grad,9, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -39, Private,99065, Bachelors,13, Married-civ-spouse, Handlers-cleaners, Wife, White, Female,0,0,40, Poland, >50K -57, Local-gov,109973, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -19, Private,246652, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -29, Private,57423, Assoc-voc,11, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,48, United-States, <=50K -23, Private,291248, HS-grad,9, Never-married, Machine-op-inspct, Other-relative, Black, Male,0,0,40, United-States, <=50K -50, Private,163708, HS-grad,9, Widowed, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -51, Self-emp-not-inc,240358, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,20, United-States, <=50K -28, Private,25955, Assoc-voc,11, Divorced, Craft-repair, Not-in-family, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -44, Private,101593, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -29, Self-emp-not-inc,227890, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Black, Male,0,0,40, United-States, <=50K -31, Private,225053, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,45, United-States, <=50K -27, Private,228472, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -34, Private,245378, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -50, Self-emp-inc,156623, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,7688,0,50, Philippines, >50K -27, Private,35032, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, >50K -31, Private,258849, Assoc-voc,11, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -46, Private,190115, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -39, Private,63910, Some-college,10, Never-married, Adm-clerical, Own-child, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -40, Private,510072, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, >50K -28, Private,210867, 11th,7, Divorced, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -18, Private,263024, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -51, Private,306785, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -58, Self-emp-inc,104333, HS-grad,9, Divorced, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -66, Private,340734, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -36, Self-emp-not-inc,288585, HS-grad,9, Married-civ-spouse, Other-service, Wife, Asian-Pac-Islander, Female,0,0,20, South, <=50K -38, Private,241765, 11th,7, Divorced, Handlers-cleaners, Not-in-family, White, Female,0,0,60, United-States, <=50K -25, Private,111058, Assoc-acdm,12, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -25, Private,104662, HS-grad,9, Never-married, Other-service, Unmarried, White, Female,0,0,22, United-States, <=50K -90, Private,313986, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -41, Local-gov,52037, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -34,,146589, HS-grad,9, Never-married,, Unmarried, Black, Female,0,0,40, United-States, <=50K -33, Private,131776, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,914,0,40, Germany, <=50K -33, Private,254221, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -35, Private,152909, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1887,45, United-States, >50K -39, Self-emp-not-inc,211785, HS-grad,9, Never-married, Craft-repair, Own-child, Black, Female,0,0,20, United-States, <=50K -59, Private,160362, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -19, Private,387215, Some-college,10, Never-married, Tech-support, Own-child, White, Male,0,1719,16, United-States, <=50K -39, Private,187046, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,4064,0,38, United-States, <=50K -19,,208874, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -27, Private,169631, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Female,0,0,40, United-States, <=50K -52, Private,202956, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -59, Self-emp-not-inc,80467, HS-grad,9, Divorced, Other-service, Own-child, White, Female,0,0,24, United-States, <=50K -28, Private,407672, Some-college,10, Divorced, Craft-repair, Unmarried, White, Female,0,0,40, United-States, <=50K -37, Private,243425, HS-grad,9, Divorced, Other-service, Other-relative, White, Female,0,0,50, Peru, <=50K -50,,174964, 10th,6, Married-civ-spouse,, Husband, White, Male,0,0,99, United-States, <=50K -36, Private,347491, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -34, Private,146161, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -23, Private,449432, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -19,,175499, 11th,7, Never-married,, Own-child, White, Female,0,0,30, United-States, <=50K -33, Private,288825, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,2258,84, United-States, <=50K -27, Local-gov,134813, Masters,14, Never-married, Prof-specialty, Own-child, White, Male,0,0,52, United-States, <=50K -31, Local-gov,190401, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,260617, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,36, United-States, <=50K -31, Private,45604, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,54, United-States, <=50K -59, Private,67841, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, >50K -40, Local-gov,244522, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,48, United-States, >50K -19, Private,430471, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -47, Private,194698, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -34, Private,94235, Bachelors,13, Never-married, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -57, Private,188330, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,78, United-States, <=50K -51, Local-gov,146181, 9th,5, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, <=50K -21, Private,177125, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,20, United-States, <=50K -30, Self-emp-inc,68330, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -46, Private,95636, Some-college,10, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,45, United-States, <=50K -40, Private,238329, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,45, United-States, <=50K -52, Private,416129, Preschool,1, Married-civ-spouse, Other-service, Not-in-family, White, Male,0,0,40, El-Salvador, <=50K -23, Private,285004, Bachelors,13, Never-married, Sales, Not-in-family, Asian-Pac-Islander, Male,0,0,50, Taiwan, <=50K -90,,256514, Bachelors,13, Widowed,, Other-relative, White, Female,991,0,10, United-States, <=50K -25, Private,186294, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,50, United-States, <=50K -43, Private,188786, Some-college,10, Divorced, Transport-moving, Not-in-family, White, Male,0,0,45, United-States, <=50K -38, State-gov,31352, Some-college,10, Divorced, Protective-serv, Unmarried, Amer-Indian-Eskimo, Female,0,0,40, United-States, >50K -22, Private,197613, Assoc-voc,11, Never-married, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -33, Local-gov,161942, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,1055,0,40, United-States, <=50K -34, Private,275438, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,5178,0,40, United-States, >50K -65, Private,361721, Assoc-voc,11, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,20, United-States, <=50K -50, Private,144968, HS-grad,9, Never-married, Tech-support, Own-child, White, Male,0,0,15, United-States, <=50K -29, Private,190539, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,6849,0,48, United-States, <=50K -25, Private,178037, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -54, Private,306985, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -49, Private,87928, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -44, Private,242619, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,154165, 9th,5, Divorced, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -25, Private,511331, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,38, United-States, <=50K -65, Local-gov,221026, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,20, United-States, <=50K -56, Self-emp-not-inc,222182, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,45, United-States, <=50K -39, Self-emp-not-inc,126569, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,60, United-States, >50K -23, Private,202344, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -20, Private,190423, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,20, United-States, <=50K -24, Private,238917, 5th-6th,3, Never-married, Craft-repair, Unmarried, White, Male,0,0,40, El-Salvador, <=50K -41, Private,221947, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1887,50, United-States, >50K -40, Self-emp-inc,37997, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -55, Private,147098, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -38, Private,278253, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,48, United-States, <=50K -23, Private,195411, HS-grad,9, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -44, Private,76196, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -45, Private,120131, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1887,40, United-States, >50K -20, Self-emp-not-inc,186014, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,12, Germany, <=50K -29, Private,205903, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -43, State-gov,125405, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,219838, 12th,8, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -28, State-gov,19395, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,38, United-States, <=50K -31, Private,223327, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -52, Private,114062, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Female,0,0,40, United-States, <=50K -36, Private,95654, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,50, Iran, >50K -38, Private,177305, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -66,,299616, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -63, Self-emp-not-inc,117681, Assoc-voc,11, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,237651, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,35, United-States, <=50K -33, State-gov,150570, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -46, State-gov,106705, Some-college,10, Divorced, Prof-specialty, Unmarried, White, Female,1506,0,50, United-States, <=50K -20,,174714, Some-college,10, Never-married,, Own-child, White, Male,0,0,20, United-States, <=50K -47, Self-emp-inc,175958, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,3325,0,60, United-States, <=50K -33, Private,144064, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, >50K -66,,107112, 7th-8th,4, Never-married,, Other-relative, Black, Male,0,0,30, United-States, <=50K -20, Private,54152, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,30,, <=50K -28, Private,152951, HS-grad,9, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -46, Private,190487, HS-grad,9, Divorced, Priv-house-serv, Unmarried, White, Female,0,0,28, Ecuador, <=50K -25, Private,306666, Some-college,10, Married-civ-spouse, Sales, Husband, Black, Male,0,0,45, United-States, <=50K -37, Private,195148, HS-grad,9, Married-civ-spouse, Craft-repair, Own-child, White, Male,3137,0,40, United-States, <=50K -31, Self-emp-not-inc,226624, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -49, Private,157569, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -22, State-gov,22966, Some-college,10, Married-spouse-absent, Tech-support, Unmarried, White, Male,0,0,20, United-States, <=50K -52, Private,379682, Assoc-voc,11, Married-civ-spouse, Other-service, Wife, White, Female,0,0,20, United-States, >50K -29, Private,446559, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,50, United-States, <=50K -18, Private,41794, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -31, Local-gov,90409, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,35, United-States, <=50K -23, Private,125491, Some-college,10, Never-married, Other-service, Not-in-family, Asian-Pac-Islander, Female,0,0,35, Vietnam, <=50K -27,,129661, Assoc-voc,11, Married-civ-spouse,, Wife, Amer-Indian-Eskimo, Female,0,0,40, United-States, >50K -54, Self-emp-not-inc,104748, 10th,6, Married-civ-spouse, Sales, Husband, White, Male,0,0,65, United-States, <=50K -50, Local-gov,169182, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,49, Dominican-Republic, <=50K -46, Private,324655, Masters,14, Married-civ-spouse, Tech-support, Husband, White, Male,0,1902,40,, >50K -24, Private,122272, Bachelors,13, Never-married, Farming-fishing, Own-child, White, Female,0,0,40, United-States, <=50K -17,,114798, 11th,7, Never-married,, Own-child, White, Female,0,0,18, United-States, <=50K -49, Self-emp-inc,289707, HS-grad,9, Separated, Other-service, Not-in-family, White, Male,0,0,45, United-States, <=50K -54, Local-gov,137691, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -41, Private,84610, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,60, United-States, >50K -49, Private,166789, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -36, Local-gov,348728, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,35, United-States, <=50K -23, Private,348092, HS-grad,9, Never-married, Transport-moving, Own-child, Black, Male,0,0,40, Haiti, <=50K -63, Private,154526, Some-college,10, Widowed, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -67, Private,288371, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, Canada, >50K -23, Private,182342, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -22, Private,244366, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -66, Private,102423, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,30, United-States, <=50K -25, Private,259688, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -30, Private,98733, Some-college,10, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,20, United-States, <=50K -35, Private,174856, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,2885,0,40, United-States, <=50K -67, Self-emp-not-inc,141797, 7th-8th,4, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,327202, 12th,8, Never-married, Craft-repair, Not-in-family, Black, Male,0,0,40, United-States, <=50K -26, Private,76996, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, Black, Female,0,0,38, United-States, <=50K -34, Private,260560, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,370990, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -18, Private,129010, 12th,8, Never-married, Craft-repair, Own-child, White, Male,0,0,10, United-States, <=50K -21, Private,452640, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -76, Self-emp-inc,120796, 9th,5, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -51, Federal-gov,45334, Some-college,10, Married-civ-spouse, Protective-serv, Husband, Asian-Pac-Islander, Male,0,0,70,, <=50K -26, Private,229523, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,56, United-States, <=50K -18, Private,127388, 12th,8, Never-married, Other-service, Not-in-family, White, Female,0,0,25, United-States, <=50K -18,,395567, 11th,7, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -34, Private,119422, Assoc-voc,11, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,1672,50, United-States, <=50K -59, Private,193895, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -55, Private,163083, Bachelors,13, Separated, Exec-managerial, Not-in-family, White, Male,14084,0,45, United-States, >50K -33, Self-emp-not-inc,155343, Some-college,10, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,72, United-States, <=50K -25, Private,73895, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,10, United-States, <=50K -48, Private,107682, HS-grad,9, Widowed, Machine-op-inspct, Not-in-family, White, Female,0,0,10, United-States, <=50K -64, Private,321166, Bachelors,13, Divorced, Sales, Not-in-family, White, Female,0,0,5, United-States, <=50K -47, Local-gov,154940, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,45, United-States, >50K -26, Private,103700, Some-college,10, Never-married, Tech-support, Own-child, White, Female,0,0,40, United-States, <=50K -36, Private,63509, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,48, United-States, >50K -21, Private,243842, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -54,,187221, 7th-8th,4, Never-married,, Not-in-family, White, Female,0,0,25, United-States, <=50K -30, Private,58597, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,44, United-States, <=50K -41, Self-emp-not-inc,190290, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -53,,158352, Masters,14, Never-married,, Not-in-family, White, Female,8614,0,35, United-States, >50K -34, Private,62165, Some-college,10, Never-married, Sales, Other-relative, Black, Male,0,0,30, United-States, <=50K -20,,307149, Some-college,10, Never-married,, Own-child, White, Female,0,0,35, United-States, <=50K -24, Private,280134, 10th,6, Never-married, Sales, Not-in-family, White, Male,0,0,49, El-Salvador, <=50K -26, Private,118736, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,20, United-States, <=50K -25, Private,171114, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,48, United-States, <=50K -35, Private,169638, Some-college,10, Divorced, Sales, Unmarried, White, Female,0,0,36, United-States, <=50K -41, Private,125461, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, >50K -33, Private,145434, 11th,7, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -18, Private,152182, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,25, United-States, <=50K -27, Self-emp-inc,233724, HS-grad,9, Separated, Adm-clerical, Not-in-family, White, Male,0,0,38, United-States, <=50K -32, Private,153963, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,35, United-States, <=50K -51, Local-gov,88120, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Male,0,0,40, United-States, <=50K -38, Private,96330, Assoc-voc,11, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -41, Local-gov,66118, Some-college,10, Married-civ-spouse, Transport-moving, Wife, White, Female,0,0,25, United-States, <=50K -26, Private,182178, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,2829,0,40, United-States, <=50K -38, Self-emp-not-inc,53628, Assoc-voc,11, Divorced, Exec-managerial, Unmarried, White, Male,0,0,35, United-States, <=50K -54, Private,174865, 9th,5, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -30, Private,66194, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,60, Outlying-US(Guam-USVI-etc), <=50K -31, Private,73796, Some-college,10, Widowed, Exec-managerial, Unmarried, White, Female,0,0,30, United-States, <=50K -26, State-gov,28366, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -75, Self-emp-not-inc,231741, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,4931,0,3, United-States, <=50K -29, Private,237865, Masters,14, Never-married, Transport-moving, Own-child, Black, Male,0,0,40, United-States, <=50K -61, Private,195453, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -24, Private,116934, Some-college,10, Separated, Sales, Unmarried, White, Female,0,0,45, United-States, <=50K -22,,87867, 12th,8, Never-married,, Not-in-family, White, Male,0,0,30, United-States, <=50K -34, Private,456399, Assoc-acdm,12, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -42, Private,263608, Some-college,10, Divorced, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -24, Private,263498, 11th,7, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -42, Self-emp-not-inc,183765, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,40,, <=50K -27, Federal-gov,469705, HS-grad,9, Never-married, Craft-repair, Not-in-family, Black, Male,0,1980,40, United-States, <=50K -39, Local-gov,113253, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,50, United-States, >50K -20, Private,138768, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -51, Private,302146, 11th,7, Never-married, Other-service, Not-in-family, Black, Female,0,0,40, United-States, <=50K -68, Private,253866, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,30, United-States, <=50K -28, Federal-gov,214858, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,48, United-States, <=50K -43, Private,243476, HS-grad,9, Divorced, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -35, Private,169104, Some-college,10, Married-spouse-absent, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -44, Private,103218, HS-grad,9, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -41, Private,57233, Bachelors,13, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -44, Private,228320, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,45, United-States, >50K -20, Private,217421, HS-grad,9, Married-civ-spouse, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -46, Private,185041, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,75, United-States, >50K -27, Self-emp-not-inc,37302, Assoc-acdm,12, Married-civ-spouse, Transport-moving, Husband, White, Male,7688,0,70, United-States, >50K -32, Private,261059, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,50, United-States, <=50K -46, Private,59767, Some-college,10, Divorced, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -26, Private,333541, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,24, United-States, <=50K -20, Private,133352, Some-college,10, Never-married, Adm-clerical, Own-child, Asian-Pac-Islander, Female,0,0,40, Vietnam, <=50K -36, Private,99270, HS-grad,9, Married-civ-spouse, Farming-fishing, Wife, White, Female,0,0,40, United-States, <=50K -49, Private,204629, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -32, Private,34104, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,3103,0,55, United-States, >50K -32, Private,312667, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,50, United-States, >50K -49, Private,329603, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1902,40, United-States, >50K -36, Private,281021, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,45, United-States, <=50K -22, Private,275385, Some-college,10, Never-married, Other-service, Other-relative, White, Male,0,0,25, United-States, <=50K -52, Federal-gov,129177, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -42, Private,385591, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -22,,201179, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -72, Private,38360, HS-grad,9, Widowed, Other-service, Unmarried, White, Female,0,0,16, United-States, <=50K -30, Local-gov,73796, Bachelors,13, Separated, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -44, Private,67671, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,257621, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,45, United-States, <=50K -22, Private,180052, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,20, United-States, <=50K -59, Private,656036, Bachelors,13, Separated, Adm-clerical, Unmarried, White, Male,0,0,60, United-States, <=50K -46, Private,215943, HS-grad,9, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -30, Private,488720, Assoc-voc,11, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, Mexico, <=50K -64, Federal-gov,199298, 7th-8th,4, Widowed, Other-service, Unmarried, White, Female,0,0,30, Puerto-Rico, <=50K -31, Private,305692, Some-college,10, Married-civ-spouse, Sales, Wife, Black, Female,0,0,40, United-States, <=50K -64, Private,114994, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,20, United-States, <=50K -45, Private,88265, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,40, United-States, <=50K -59, Private,168569, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,1887,40, United-States, >50K -32, Private,175413, HS-grad,9, Never-married, Adm-clerical, Other-relative, Black, Female,0,0,40, Jamaica, <=50K -43, Private,161226, Bachelors,13, Married-civ-spouse, Machine-op-inspct, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -66,,160995, 10th,6, Divorced,, Not-in-family, White, Female,1086,0,20, United-States, <=50K -23, Private,208598, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,45, United-States, <=50K -49, Self-emp-not-inc,200471, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,256609, 12th,8, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Mexico, <=50K -49, Private,176684, Assoc-voc,11, Never-married, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -33, Private,206512, Some-college,10, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -28, Private,212640, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,85, United-States, <=50K -47, Private,148724, HS-grad,9, Married-civ-spouse, Sales, Husband, Black, Male,0,0,40, United-States, <=50K -41, Private,266510, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -34, Local-gov,240252, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -25, Private,358975, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,35, United-States, <=50K -20,,124242, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -21, Private,434710, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,15, United-States, <=50K -25, Private,204338, HS-grad,9, Never-married, Farming-fishing, Unmarried, White, Male,0,0,30,, <=50K -46, Private,241844, 9th,5, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,191342, 1st-4th,2, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,0,40, Cambodia, <=50K -41, Private,221947, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,56, United-States, >50K -44, Private,111483, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,1504,50, United-States, <=50K -30, Private,65278, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -54, Private,133403, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -35, Self-emp-not-inc,166416, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,99, United-States, <=50K -58,,142158, HS-grad,9, Widowed,, Not-in-family, White, Female,0,0,12, United-States, <=50K -21, Private,221480, Some-college,10, Never-married, Tech-support, Own-child, White, Female,0,0,25, Ecuador, <=50K -35, Self-emp-not-inc,189878, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -35, Private,278403, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,80, United-States, >50K -19, Private,184710, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,20, United-States, <=50K -48, Private,177775, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -56,,275943, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,40, Nicaragua, <=50K -65, Self-emp-not-inc,225473, Some-college,10, Widowed, Craft-repair, Not-in-family, White, Female,0,0,35, United-States, <=50K -40, Private,289403, Bachelors,13, Separated, Adm-clerical, Unmarried, Black, Male,0,0,35, United-States, <=50K -26, Private,269060, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -45, Private,449354, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,214413, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -32, Private,80058, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,202027, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,27828,0,50, United-States, >50K -22, Self-emp-not-inc,123440, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,48, United-States, <=50K -37, Private,191524, Assoc-voc,11, Separated, Prof-specialty, Own-child, White, Female,0,0,38, United-States, <=50K -25, Private,308144, Bachelors,13, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, Mexico, <=50K -64, Private,164204, 1st-4th,2, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,53,, <=50K -46, Private,205100, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,48, United-States, >50K -30, Private,195750, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,27, United-States, <=50K -63, Private,149756, Assoc-acdm,12, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, >50K -51, Local-gov,240358, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -68, Self-emp-not-inc,241174, 7th-8th,4, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,16, United-States, <=50K -36, Private,356838, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, Canada, <=50K -28, Self-emp-inc,115705, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -41, Local-gov,137142, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -47, Private,296066, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,401335, Some-college,10, Never-married, Other-service, Unmarried, Black, Female,0,0,30, United-States, <=50K -33,,182771, Bachelors,13, Never-married,, Own-child, Asian-Pac-Islander, Male,0,0,80, Philippines, <=50K -34, Self-emp-inc,186824, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,40, United-States, >50K -46, Federal-gov,162187, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -28, Private,98010, Some-college,10, Married-spouse-absent, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -36, Private,172538, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,52, United-States, >50K -18, Private,80163, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -33, Local-gov,43959, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,50, United-States, >50K -51, Private,162632, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,7298,0,60, United-States, >50K -56, Self-emp-not-inc,115422, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,35, United-States, <=50K -54, Private,100933, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -29, Private,270379, HS-grad,9, Never-married, Exec-managerial, Unmarried, Black, Female,0,0,40, United-States, <=50K -40, Private,20109, Some-college,10, Divorced, Handlers-cleaners, Not-in-family, Amer-Indian-Eskimo, Female,0,0,84, United-States, <=50K -53, Private,114758, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,65, United-States, >50K -22, Private,100345, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,35, United-States, <=50K -33, Private,184901, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -28, Private,87239, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,50, United-States, <=50K -63, Private,127363, Some-college,10, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,12, United-States, <=50K -53, Federal-gov,199720, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,60, Germany, >50K -37, Private,143058, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -50, Federal-gov,36489, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Male,0,0,40, United-States, <=50K -22, Private,141698, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -40, Federal-gov,26358, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -22, Private,195532, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,8614,0,40, United-States, >50K -21, Private,30039, Some-college,10, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -25, Private,125159, Assoc-acdm,12, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,0,0,40, Jamaica, <=50K -20, Private,246250, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Female,0,0,40, United-States, <=50K -43, Federal-gov,77370, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,355569, Assoc-voc,11, Never-married, Exec-managerial, Unmarried, White, Female,0,0,50, United-States, <=50K -32, Private,180603, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -42, Private,201785, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -33, Private,256211, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Asian-Pac-Islander, Male,0,0,40, South, <=50K -27, Private,146764, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, >50K -22,,211968, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, Iran, <=50K -29, Private,200515, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,38, United-States, <=50K -29, Private,52636, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,27049, Some-college,10, Never-married, Exec-managerial, Own-child, White, Female,0,0,20, United-States, <=50K -35, Private,111128, 10th,6, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -31, Self-emp-not-inc,348038, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,50, Puerto-Rico, >50K -33, Private,93930, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -67, Private,397831, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1539,40, United-States, <=50K -46, Private,33794, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,10, United-States, <=50K -45, Private,178215, 9th,5, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,40, United-States, >50K -17, Local-gov,191910, 11th,7, Never-married, Sales, Own-child, White, Male,0,0,20, United-States, <=50K -35, Private,340110, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1848,70, United-States, >50K -48, Self-emp-not-inc,133694, Bachelors,13, Married-spouse-absent, Exec-managerial, Not-in-family, Black, Male,0,0,40, Jamaica, >50K -49, Private,148398, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, Black, Female,0,0,40, United-States, <=50K -20, Private,133515, Some-college,10, Never-married, Sales, Other-relative, White, Female,0,0,40, United-States, <=50K -27, Private,181667, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,5013,0,46, Canada, <=50K -64, Private,159715, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,20, United-States, <=50K -53, Federal-gov,174040, Some-college,10, Separated, Craft-repair, Not-in-family, Black, Male,0,0,40, United-States, <=50K -52, Private,117700, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -29, Private,37215, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, <=50K -32, Self-emp-inc,46807, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,99999,0,40, United-States, >50K -48, Self-emp-not-inc,317360, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,20, United-States, >50K -30, Private,425627, Some-college,10, Never-married, Craft-repair, Other-relative, White, Male,0,0,40, Mexico, <=50K -34, Private,82623, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,20, United-States, <=50K -19,,63574, Some-college,10, Never-married,, Own-child, White, Male,0,0,50, United-States, <=50K -39, Private,140854, HS-grad,9, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -28, Private,185061, 11th,7, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,40, United-States, <=50K -17, Private,160118, 12th,8, Never-married, Sales, Not-in-family, White, Female,0,0,10,, <=50K -54, Private,282680, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, <=50K -24, Private,137591, Some-college,10, Never-married, Sales, Own-child, White, Male,0,1762,40, United-States, <=50K -25, Private,198163, HS-grad,9, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -25, Private,132749, 11th,7, Divorced, Other-service, Unmarried, White, Female,0,0,12, United-States, <=50K -48, Local-gov,31264, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,5178,0,40, United-States, >50K -24, Private,399449, Bachelors,13, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -31, Private,27494, Some-college,10, Married-civ-spouse, Sales, Husband, Asian-Pac-Islander, Male,0,0,50, Taiwan, <=50K -47, Private,368561, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -45, Private,102096, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40,, >50K -19, Private,406078, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,25, United-States, <=50K -52, Self-emp-inc,100506, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,15024,0,50, United-States, >50K -52, Private,29658, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -19,,20469, HS-grad,9, Never-married,, Other-relative, Asian-Pac-Islander, Female,0,0,12, South, <=50K -60, Private,181953, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,28, United-States, <=50K -43, Private,304175, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -24, Private,170070, Assoc-acdm,12, Divorced, Other-service, Own-child, White, Female,0,0,30, United-States, <=50K -20,,193416, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -51, Private,194908, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Self-emp-not-inc,357962, 9th,5, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -21, Private,214716, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,10, United-States, <=50K -40, Self-emp-inc,207578, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,50, United-States, >50K -54, Private,146409, Some-college,10, Widowed, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -35, Private,341643, Bachelors,13, Never-married, Other-service, Other-relative, White, Male,0,0,50, United-States, <=50K -52, Private,131631, 11th,7, Separated, Machine-op-inspct, Unmarried, Black, Male,0,0,40, United-States, <=50K -53, Private,88842, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,99999,0,40, United-States, >50K -56,,128900, Some-college,10, Widowed,, Not-in-family, Black, Female,0,0,40, United-States, <=50K -35, Private,417136, HS-grad,9, Divorced, Craft-repair, Unmarried, Black, Male,0,0,40, United-States, <=50K -43, Self-emp-not-inc,336763, Some-college,10, Divorced, Sales, Unmarried, White, Female,0,880,42, United-States, <=50K -29, Private,209301, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Canada, <=50K -29, Private,120986, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Amer-Indian-Eskimo, Male,0,0,65, United-States, <=50K -27, Private,51025, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -58, Private,218281, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, Mexico, <=50K -64, Private,114994, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,18, United-States, <=50K -53, Private,335481, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, Black, Female,0,0,32, United-States, <=50K -21, Private,174503, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,30, United-States, <=50K -40, Self-emp-not-inc,230478, Assoc-acdm,12, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,30, United-States, <=50K -52, State-gov,149650, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, Iran, >50K -38, Private,149419, Assoc-voc,11, Never-married, Tech-support, Not-in-family, White, Male,0,0,50, United-States, <=50K -40,,341539, Some-college,10, Divorced,, Not-in-family, White, Female,0,0,30, United-States, <=50K -39, Private,185099, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -56,,132930, Masters,14, Never-married,, Not-in-family, White, Female,0,0,50, United-States, >50K -68, Private,128472, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, >50K -24, Private,124971, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,38, United-States, <=50K -40, Self-emp-inc,344060, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -43, Self-emp-inc,286750, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,99, United-States, >50K -38, Private,296999, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,70, United-States, <=50K -45, Private,123681, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -18, Private,232024, 11th,7, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,55, United-States, <=50K -57, Local-gov,52267, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -49, Private,119182, HS-grad,9, Separated, Other-service, Not-in-family, Black, Female,0,0,35, United-States, <=50K -25, Private,191230, Some-college,10, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, Yugoslavia, <=50K -52, Federal-gov,23780, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -56, Private,184553, 10th,6, Divorced, Craft-repair, Not-in-family, White, Male,0,0,56, United-States, <=50K -26, Self-emp-inc,242651, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,48, United-States, <=50K -19, Private,246226, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Female,0,0,40, United-States, <=50K -25, Self-emp-inc,86745, Bachelors,13, Never-married, Adm-clerical, Own-child, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -25, Private,106889, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,30, United-States, <=50K -21, Private,460835, HS-grad,9, Never-married, Sales, Other-relative, White, Male,0,0,45, United-States, <=50K -48, Self-emp-not-inc,213140, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Italy, <=50K -33, State-gov,37070, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, Canada, <=50K -31, State-gov,93589, HS-grad,9, Divorced, Protective-serv, Own-child, Other, Male,0,0,40, United-States, <=50K -26, Self-emp-not-inc,213258, HS-grad,9, Divorced, Farming-fishing, Unmarried, White, Male,0,0,65, United-States, <=50K -37, State-gov,46814, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,38, United-States, <=50K -29,,168873, Some-college,10, Divorced,, Unmarried, White, Female,0,0,30, United-States, <=50K -20, Private,284737, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -28, Private,309620, Some-college,10, Married-civ-spouse, Sales, Husband, Other, Male,0,0,60,, <=50K -49, Private,197418, HS-grad,9, Widowed, Adm-clerical, Unmarried, White, Female,0,0,20, United-States, <=50K -73,,132737, 10th,6, Never-married,, Not-in-family, White, Male,0,0,4, United-States, <=50K -49, Private,185041, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,40, United-States, >50K -51, Private,159604, Some-college,10, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -40, Private,123557, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,275421, Assoc-voc,11, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,40, United-States, <=50K -18, Private,167147, 12th,8, Never-married, Sales, Own-child, White, Male,0,0,24, United-States, <=50K -41, Private,197583, 10th,6, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, >50K -46, Private,175109, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,1485,40, United-States, >50K -46, Private,117502, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -64, Private,180401, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -50, Self-emp-not-inc,146603, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -53, State-gov,143822, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,36, United-States, >50K -21, Private,51985, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -22, State-gov,48121, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,25, United-States, <=50K -37, Private,234807, Bachelors,13, Divorced, Exec-managerial, Unmarried, White, Female,7430,0,45, United-States, >50K -39, Federal-gov,65324, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,55, United-States, >50K -30, Private,302149, Bachelors,13, Married-civ-spouse, Sales, Husband, Asian-Pac-Islander, Male,0,0,40, India, <=50K -25, Private,168403, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,1741,40, United-States, <=50K -26, Private,159897, Some-college,10, Never-married, Exec-managerial, Unmarried, Black, Female,0,0,40, United-States, <=50K -43, Private,416338, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -59, Private,370615, HS-grad,9, Widowed, Adm-clerical, Unmarried, White, Female,0,0,60, United-States, <=50K -27, Private,219371, HS-grad,9, Married-spouse-absent, Adm-clerical, Unmarried, White, Female,0,0,40, Jamaica, <=50K -55, Private,120970, 10th,6, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, >50K -20, Private,22966, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,12, Canada, <=50K -25, Private,34541, Assoc-voc,11, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,36, Canada, <=50K -28, Private,191027, Assoc-acdm,12, Separated, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -29, Private,107458, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -60, Private,121832, 11th,7, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -37, Local-gov,233825, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,15024,0,50, United-States, >50K -25, Private,73839, 11th,7, Divorced, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -27, Private,109165, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -50, State-gov,103063, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -41, Self-emp-not-inc,29762, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,5013,0,70, United-States, <=50K -46, Private,111979, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,47, United-States, <=50K -35, Private,150125, Assoc-voc,11, Divorced, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -21,,301853, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -35,,296738, 11th,7, Separated,, Not-in-family, White, Female,6849,0,60, United-States, <=50K -40, Private,118001, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, Black, Male,0,0,40, United-States, <=50K -49, Private,149337, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -29, Private,36601, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, <=50K -43, Local-gov,118600, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,625,40, United-States, <=50K -39, Private,279272, Assoc-acdm,12, Never-married, Transport-moving, Not-in-family, Black, Male,0,0,60, United-States, <=50K -35, Private,181020, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,60, United-States, <=50K -52, Private,165998, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,218136, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, Black, Male,0,0,40, Outlying-US(Guam-USVI-etc), <=50K -20, Self-emp-inc,182200, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,30, United-States, <=50K -46, Private,39363, Some-college,10, Divorced, Other-service, Unmarried, White, Female,0,0,10,, <=50K -24, Private,140001, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -29, Private,193260, Bachelors,13, Married-civ-spouse, Craft-repair, Other-relative, Asian-Pac-Islander, Male,0,0,30, India, <=50K -21, Private,191243, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -37, Federal-gov,207887, Bachelors,13, Divorced, Exec-managerial, Other-relative, White, Female,0,0,50, United-States, <=50K -43, Federal-gov,211450, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -19, Private,184759, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,26, United-States, <=50K -47, Private,197836, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -61, Private,232308, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, >50K -21,,189888, Assoc-acdm,12, Never-married,, Not-in-family, White, Male,0,0,55, United-States, <=50K -35, Private,301614, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,60, United-States, <=50K -60, Private,146674, 10th,6, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,0,0,40, United-States, <=50K -27, Private,225291, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -57, Local-gov,148509, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,35, India, <=50K -56, Private,136413, 1st-4th,2, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,126060, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -47, Private,73064, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Wife, Black, Female,0,0,35, United-States, <=50K -19, Private,39026, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,30, United-States, <=50K -28, Self-emp-not-inc,33035, 12th,8, Divorced, Other-service, Unmarried, White, Female,0,0,30, United-States, <=50K -43, Private,193494, 10th,6, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -63, Local-gov,147440, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,35, United-States, <=50K -22,,153131, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -25, Private,64671, HS-grad,9, Divorced, Handlers-cleaners, Own-child, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -35, Self-emp-not-inc,225399, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,8614,0,40, United-States, >50K -20, Private,174391, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Female,0,0,40, United-States, <=50K -48, Private,377757, 10th,6, Married-civ-spouse, Sales, Husband, White, Male,0,0,70, United-States, <=50K -30, Local-gov,364310, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Black, Female,0,0,40, Germany, <=50K -31, Private,110643, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -20, Private,70240, HS-grad,9, Never-married, Sales, Own-child, Asian-Pac-Islander, Female,0,0,24, Philippines, <=50K -57, State-gov,32694, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -41, Private,95047, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Wife, White, Female,7688,0,44, United-States, >50K -33, Private,264936, HS-grad,9, Divorced, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -27, Private,367329, Assoc-voc,11, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,56026, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, >50K -22, Private,186452, 10th,6, Never-married, Craft-repair, Not-in-family, White, Male,0,0,30, United-States, <=50K -50, Private,125417, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Wife, Black, Female,0,0,40, United-States, >50K -40, Self-emp-not-inc,242082, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -37, Private,31023, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,51, United-States, <=50K -40,,397346, Assoc-acdm,12, Divorced,, Not-in-family, White, Male,0,0,40, United-States, <=50K -53, Private,424079, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,55, United-States, >50K -38, Self-emp-not-inc,108947, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,7688,0,40, United-States, >50K -25, State-gov,261979, HS-grad,9, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -51, Private,55507, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -22,,291407, 12th,8, Never-married,, Own-child, Black, Male,0,0,40, United-States, <=50K -18, Private,353358, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,16, United-States, <=50K -41, Private,67339, 11th,7, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,7688,0,40, United-States, >50K -33, Private,235109, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -33, Private,208180, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -67, State-gov,423561, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -47, Self-emp-not-inc,145290, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,2415,50, United-States, >50K -24, Private,403671, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -32, Local-gov,49325, 7th-8th,4, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,370494, HS-grad,9, Never-married, Other-service, Unmarried, White, Female,0,0,40, Mexico, <=50K -25, Private,267012, Assoc-voc,11, Never-married, Sales, Not-in-family, White, Male,0,0,45, United-States, <=50K -33, Private,191856, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -55, Private,80445, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,379798, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -32, Local-gov,168387, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -18, Private,301948, HS-grad,9, Never-married, Protective-serv, Own-child, White, Male,34095,0,3, United-States, <=50K -36, Private,274809, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,50, United-States, <=50K -58, Private,233193, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,27, United-States, <=50K -34, Private,299635, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,50, United-States, >50K -19, Private,236396, 11th,7, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -21, Private,688355, HS-grad,9, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -36, Self-emp-inc,37019, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,50, United-States, <=50K -37, Private,148015, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, Black, Female,15024,0,40, United-States, >50K -43, Private,122975, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, Black, Female,0,0,21, Trinadad&Tobago, <=50K -52, State-gov,349795, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -48, Private,229846, Assoc-voc,11, Divorced, Other-service, Not-in-family, White, Female,0,0,40,, <=50K -43, Private,108945, Some-college,10, Divorced, Prof-specialty, Unmarried, White, Female,0,0,38, United-States, <=50K -22, Private,237498, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -57, Private,188872, 5th-6th,3, Divorced, Transport-moving, Unmarried, White, Male,6497,0,40, United-States, <=50K -37, Private,324019, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -39, Private,82488, Some-college,10, Divorced, Sales, Unmarried, Asian-Pac-Islander, Female,0,0,38, United-States, <=50K -54, Private,206964, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -27, Private,37088, Assoc-acdm,12, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -21, Private,152540, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,35, United-States, <=50K -65, Private,143554, Some-college,10, Separated, Adm-clerical, Not-in-family, White, Female,0,0,38, United-States, <=50K -30, Private,126242, Some-college,10, Married-civ-spouse, Other-service, Wife, White, Female,0,0,40, United-States, <=50K -22, Private,127185, 9th,5, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -26, Private,164018, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,4064,0,50, United-States, <=50K -25, Private,210184, 11th,7, Separated, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -35,,117528, Assoc-voc,11, Married-civ-spouse,, Wife, White, Female,0,0,40, United-States, >50K -47, Private,124973, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,50, United-States, >50K -23, Private,182117, Assoc-acdm,12, Never-married, Other-service, Own-child, White, Male,0,0,60, United-States, <=50K -42, Private,220049, HS-grad,9, Married-civ-spouse, Sales, Husband, Black, Male,0,0,40, United-States, >50K -39, Self-emp-not-inc,247975, Some-college,10, Never-married, Craft-repair, Not-in-family, Asian-Pac-Islander, Male,0,0,30, United-States, <=50K -55, Private,50164, Doctorate,16, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -24, State-gov,123160, Masters,14, Married-spouse-absent, Prof-specialty, Not-in-family, Asian-Pac-Islander, Female,0,0,10, China, <=50K -46, Self-emp-inc,219962, Bachelors,13, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,7298,0,40,, >50K -53, Private,79324, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -44, Private,129100, 11th,7, Separated, Other-service, Unmarried, Black, Female,0,0,60, United-States, <=50K -40, Private,210275, HS-grad,9, Separated, Transport-moving, Unmarried, Black, Female,0,0,40, United-States, <=50K -48, Private,189462, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,7688,0,40, United-States, >50K -26, Private,171114, Assoc-voc,11, Separated, Adm-clerical, Unmarried, White, Female,0,0,35, United-States, <=50K -22, Private,201799, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -35,,200426, HS-grad,9, Married-civ-spouse,, Wife, White, Female,0,0,12, United-States, <=50K -20,,24395, Some-college,10, Never-married,, Unmarried, White, Female,0,0,20, United-States, <=50K -43, Private,191149, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -37, Local-gov,34173, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,25, United-States, <=50K -30, Private,350979, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,0,40, Laos, <=50K -41, Private,147314, HS-grad,9, Married-civ-spouse, Sales, Husband, Amer-Indian-Eskimo, Male,0,0,50, United-States, <=50K -38, Private,136081, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -77,,232894, 9th,5, Married-civ-spouse,, Husband, Black, Male,0,0,40, United-States, <=50K -42, Self-emp-not-inc,373403, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -20, Private,120601, HS-grad,9, Never-married, Transport-moving, Own-child, Black, Male,0,0,40, United-States, <=50K -36, Private,130926, Bachelors,13, Divorced, Adm-clerical, Not-in-family, White, Female,3674,0,40, United-States, <=50K -32, Federal-gov,72338, Assoc-voc,11, Never-married, Prof-specialty, Other-relative, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -27, Private,129624, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -25, State-gov,328697, Some-college,10, Divorced, Protective-serv, Other-relative, White, Male,0,0,45, United-States, <=50K -40, Private,191196, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -18,,191117, 11th,7, Never-married,, Own-child, White, Male,0,0,25, United-States, <=50K -49, Private,110243, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -17, Private,181580, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,16, United-States, <=50K -29, Private,89030, HS-grad,9, Never-married, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -47, Private,345493, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,99999,0,55, Taiwan, >50K -24, Self-emp-not-inc,277700, Some-college,10, Separated, Handlers-cleaners, Own-child, White, Male,0,0,45, United-States, <=50K -58,,198478, 7th-8th,4, Married-civ-spouse,, Husband, White, Male,0,0,24, United-States, <=50K -29, Private,250679, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -45, Private,168837, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,24, Canada, >50K -30, Private,142675, 12th,8, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -19, Private,299050, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,20, United-States, <=50K -59, Private,107833, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,1485,40, United-States, >50K -47, Private,121958, 7th-8th,4, Married-spouse-absent, Other-service, Unmarried, White, Female,0,0,30, United-States, <=50K -41, Private,282948, Some-college,10, Married-civ-spouse, Tech-support, Husband, Black, Male,3137,0,40, United-States, <=50K -28, Private,176683, Assoc-acdm,12, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, France, <=50K -46, Private,34377, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -40, Self-emp-not-inc,209833, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -66, State-gov,41506, 10th,6, Divorced, Other-service, Not-in-family, Black, Female,0,0,40, United-States, <=50K -30, Local-gov,125159, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Black, Male,14084,0,45,, >50K -44, Self-emp-not-inc,147206, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,12, United-States, <=50K -58, Self-emp-not-inc,93664, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,60, United-States, >50K -21, Private,315065, 7th-8th,4, Never-married, Other-service, Other-relative, White, Male,0,0,48, Mexico, <=50K -59, Private,381851, 9th,5, Widowed, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -35, Local-gov,185769, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -45, Private,186272, 9th,5, Married-civ-spouse, Adm-clerical, Husband, Black, Male,5178,0,40, United-States, >50K -30, Private,312667, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,343925, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, Black, Male,0,0,40, Jamaica, <=50K -26, Private,195994, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,15, United-States, <=50K -48, Private,398843, Some-college,10, Separated, Sales, Unmarried, Black, Female,0,0,35, United-States, <=50K -31, Private,73514, HS-grad,9, Never-married, Sales, Own-child, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -36, Private,288049, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -48, Private,54759, HS-grad,9, Divorced, Prof-specialty, Unmarried, White, Female,0,0,38, United-States, <=50K -30, Private,155343, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,5013,0,40, United-States, <=50K -33, Private,401104, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,50, United-States, >50K -19,,124884, 9th,5, Never-married,, Not-in-family, White, Female,0,0,25, United-States, <=50K -37, Local-gov,287306, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Wife, Black, Female,99999,0,40,, >50K -53, Private,113995, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -18, Private,146378, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,40,, <=50K -38, Private,111499, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,7298,0,50, United-States, >50K -34, Private,34374, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,50, United-States, <=50K -45, Private,162187, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,52, United-States, >50K -33, Local-gov,147654, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -35, Private,182467, Assoc-voc,11, Married-civ-spouse, Craft-repair, Wife, White, Female,0,0,44, United-States, <=50K -22, Private,183970, HS-grad,9, Never-married, Handlers-cleaners, Own-child, Black, Male,0,0,40, United-States, <=50K -35, Private,332588, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,30, United-States, <=50K -45, Private,26781, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, Amer-Indian-Eskimo, Male,0,0,8, United-States, <=50K -17, Private,48610, 11th,7, Never-married, Farming-fishing, Own-child, White, Male,0,0,45, United-States, <=50K -50, Private,162632, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -38, Local-gov,91711, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -33, Private,198003, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,7298,0,50, United-States, >50K -46, Private,179048, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,35,, <=50K -25, Private,262778, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,6849,0,50, United-States, <=50K -64, Private,102470, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -62, Self-emp-not-inc,123170, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,10, United-States, <=50K -32, Private,164243, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,60, United-States, >50K -17, Private,262511, 11th,7, Never-married, Sales, Own-child, White, Male,0,0,20, United-States, <=50K -61, Private,51170, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, <=50K -40, State-gov,91949, Doctorate,16, Never-married, Prof-specialty, Not-in-family, Black, Female,0,0,40, United-States, <=50K -21, Private,123727, HS-grad,9, Never-married, Exec-managerial, Other-relative, White, Female,0,0,40, United-States, <=50K -39, Private,173175, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,50, United-States, >50K -35, Self-emp-not-inc,120301, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -29, Private,250967, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -27, Federal-gov,285432, Assoc-acdm,12, Never-married, Transport-moving, Not-in-family, Black, Male,0,0,40, United-States, <=50K -20, Private,36235, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -34,,317219, Some-college,10, Married-civ-spouse,, Wife, White, Female,0,0,20, United-States, >50K -51, Local-gov,110965, Masters,14, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -45, Private,123283, HS-grad,9, Separated, Machine-op-inspct, Unmarried, Black, Female,0,0,15, United-States, <=50K -20,,249087, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -31, Private,152940, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,376680, HS-grad,9, Never-married, Tech-support, Own-child, Black, Male,0,0,40, United-States, <=50K -56, Private,231232, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,30, Canada, <=50K -55, Self-emp-not-inc,168625, Some-college,10, Divorced, Tech-support, Not-in-family, White, Female,0,0,12, United-States, >50K -26, Private,33939, Some-college,10, Never-married, Tech-support, Own-child, White, Male,0,0,20, United-States, <=50K -46, Private,155659, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,15024,0,45, United-States, >50K -32, Local-gov,190228, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,216178, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,587310, 7th-8th,4, Never-married, Other-service, Other-relative, White, Male,0,0,35, Guatemala, <=50K -23, Private,155919, 9th,5, Married-spouse-absent, Craft-repair, Not-in-family, White, Male,0,0,40, Mexico, <=50K -59, Private,227386, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,138152, 12th,8, Never-married, Craft-repair, Other-relative, Other, Male,0,0,48, Guatemala, <=50K -36, Private,167482, 10th,6, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -18, Private,57957, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,15, United-States, <=50K -33, Private,157747, 9th,5, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,70, United-States, <=50K -60, Self-emp-not-inc,88570, Assoc-voc,11, Married-civ-spouse, Transport-moving, Wife, White, Female,0,0,15, Germany, >50K -40, Private,273308, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,48, Mexico, <=50K -48, Private,216292, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,43, United-States, <=50K -27, Self-emp-not-inc,131298, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, United-States, <=50K -19, Private,386378, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -38, Private,179668, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -26, Private,210812, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,43, United-States, <=50K -45, Federal-gov,311671, Assoc-voc,11, Married-civ-spouse, Protective-serv, Husband, White, Male,3908,0,40, United-States, <=50K -20, Private,215247, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -32, Federal-gov,125856, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -22, Private,74631, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Female,0,0,13, United-States, <=50K -22, Private,24008, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -38, State-gov,354591, HS-grad,9, Never-married, Other-service, Unmarried, Black, Female,114,0,38, United-States, <=50K -34, Private,155343, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1848,50, United-States, >50K -46, Private,308334, 1st-4th,2, Widowed, Other-service, Unmarried, Other, Female,0,0,30, Mexico, <=50K -39, Private,245361, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,25, United-States, <=50K -79, Self-emp-not-inc,158319, HS-grad,9, Widowed, Other-service, Not-in-family, White, Female,0,0,24, United-States, <=50K -60,,204486, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,8, United-States, >50K -24, Private,314823, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,40, Dominican-Republic, <=50K -31, Private,211334, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,2407,0,65, United-States, <=50K -37, Self-emp-not-inc,73199, Bachelors,13, Married-civ-spouse, Sales, Husband, Asian-Pac-Islander, Male,3137,0,77, Vietnam, <=50K -23, Private,126550, HS-grad,9, Never-married, Craft-repair, Other-relative, White, Male,0,0,40, United-States, <=50K -31, Private,260782, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,1579,45, El-Salvador, <=50K -29, Private,114224, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -22, State-gov,64292, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,43, United-States, <=50K -69,,628797, Some-college,10, Widowed,, Not-in-family, White, Female,0,0,20, United-States, <=50K -55, Local-gov,219775, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,38, United-States, <=50K -43, Private,212894, HS-grad,9, Divorced, Craft-repair, Other-relative, White, Male,0,0,40, United-States, <=50K -23, Private,260019, 7th-8th,4, Never-married, Farming-fishing, Unmarried, Other, Male,0,0,36, Mexico, <=50K -29, Private,228075, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Male,0,0,35, Mexico, <=50K -22, Private,239806, Assoc-voc,11, Never-married, Other-service, Other-relative, White, Female,0,0,40, Mexico, <=50K -22, Private,324637, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,42, United-States, <=50K -25, Private,163620, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,84, United-States, >50K -29, Private,194200, Some-college,10, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,45, United-States, <=50K -25, State-gov,129200, Some-college,10, Never-married, Transport-moving, Not-in-family, Black, Male,0,0,40, United-States, <=50K -33, Federal-gov,207172, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -33, Private,135312, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, >50K -31, Private,100734, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,28, United-States, <=50K -30, Local-gov,226443, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1887,45, United-States, >50K -55, Private,110871, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,192704, 12th,8, Never-married, Exec-managerial, Not-in-family, White, Male,4650,0,50, United-States, <=50K -47,,224108, HS-grad,9, Widowed,, Unmarried, White, Female,0,0,40, United-States, <=50K -28, Private,78870, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,8614,0,40, United-States, >50K -42, Private,107762, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -51, Private,183611, Assoc-acdm,12, Divorced, Exec-managerial, Unmarried, White, Male,0,0,55, Germany, <=50K -62, Local-gov,249078, Bachelors,13, Divorced, Prof-specialty, Not-in-family, Black, Female,0,0,40, United-States, <=50K -65, Self-emp-inc,208452, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,35, United-States, >50K -23, Private,302195, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -60,,199947, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,32, United-States, <=50K -47, Private,379118, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,60, United-States, >50K -50, Self-emp-inc,174855, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -70,,173736, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,6, United-States, <=50K -32, Self-emp-not-inc,39369, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -37, Federal-gov,196348, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,340917, HS-grad,9, Never-married, Craft-repair, Unmarried, White, Male,14344,0,40, United-States, >50K -76, Private,97077, 10th,6, Widowed, Sales, Unmarried, Black, Female,0,0,12, United-States, <=50K -54, Private,200098, Bachelors,13, Divorced, Sales, Not-in-family, Black, Female,0,0,60, United-States, <=50K -32, Federal-gov,127651, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -31, Private,315128, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,52, United-States, <=50K -31, Federal-gov,206823, Bachelors,13, Divorced, Protective-serv, Not-in-family, White, Male,0,0,50, United-States, >50K -65, Self-emp-not-inc,316093, Prof-school,15, Divorced, Prof-specialty, Not-in-family, White, Male,0,1668,40, United-States, <=50K -30, Private,112115, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,60, Ireland, >50K -63,,203821, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,250051, Some-college,10, Never-married, Prof-specialty, Own-child, White, Female,0,0,10, United-States, <=50K -40, Federal-gov,298635, Masters,14, Married-civ-spouse, Tech-support, Husband, Asian-Pac-Islander, Male,0,1902,40, Philippines, >50K -26, State-gov,109193, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Female,0,0,40, United-States, <=50K -18, Private,130849, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,8, United-States, <=50K -34, Local-gov,43959, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,50, United-States, <=50K -66, Local-gov,222810, Some-college,10, Divorced, Other-service, Other-relative, White, Female,7896,0,40,, >50K -44, Self-emp-not-inc,27242, Some-college,10, Never-married, Farming-fishing, Own-child, White, Male,0,0,60, United-States, <=50K -30, Private,53158, Assoc-acdm,12, Never-married, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -36, Self-emp-not-inc,206520, Bachelors,13, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -31, Private,164190, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -22, Private,287988, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,20, United-States, <=50K -28,,200819, 7th-8th,4, Divorced,, Own-child, White, Male,0,0,84, United-States, <=50K -23, Private,83891, HS-grad,9, Never-married, Sales, Own-child, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -49, Private,65087, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,50, United-States, >50K -39, Self-emp-not-inc,363418, Bachelors,13, Separated, Craft-repair, Own-child, White, Male,0,0,35, United-States, <=50K -67,,182378, Bachelors,13, Married-civ-spouse,, Husband, White, Male,9386,0,60, United-States, >50K -19, Private,278870, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,16, United-States, <=50K -30, Private,174789, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1848,50, United-States, >50K -25, Private,228608, Some-college,10, Never-married, Craft-repair, Other-relative, Asian-Pac-Islander, Female,0,0,40, Cambodia, <=50K -24, Private,184400, HS-grad,9, Never-married, Transport-moving, Own-child, Asian-Pac-Islander, Male,0,0,30,, <=50K -46, Private,263568, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,117381, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, <=50K -41, Federal-gov,83411, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -40, Self-emp-not-inc,49156, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,20, United-States, <=50K -44, Private,421449, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -32, Private,238944, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -58, Private,188982, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,0,0,20, United-States, >50K -48, Private,175925, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,48, United-States, <=50K -34, Private,164190, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,232914, Assoc-voc,11, Never-married, Adm-clerical, Own-child, Black, Female,0,0,40, United-States, <=50K -46, Self-emp-inc,120121, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -36, Local-gov,180805, HS-grad,9, Never-married, Transport-moving, Not-in-family, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -59, Local-gov,161944, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,38, United-States, <=50K -29, Private,319149, 12th,8, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, Mexico, <=50K -50,,22428, Masters,14, Never-married,, Not-in-family, White, Male,0,0,40, United-States, <=50K -25, Private,290528, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,123984, Assoc-acdm,12, Never-married, Other-service, Not-in-family, Asian-Pac-Islander, Female,0,0,35, Philippines, <=50K -48, Private,34186, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,70, United-States, <=50K -51, Federal-gov,282680, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Female,0,1564,70, United-States, >50K -36, Private,183892, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,8614,0,45, United-States, >50K -42, Local-gov,195124, 11th,7, Divorced, Sales, Unmarried, White, Male,7430,0,50, Puerto-Rico, >50K -49, State-gov,55938, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -33, Private,209900, Some-college,10, Never-married, Tech-support, Own-child, White, Male,0,0,20, United-States, <=50K -40, Private,179717, Bachelors,13, Divorced, Sales, Not-in-family, White, Male,0,1564,60, United-States, >50K -26, Private,150361, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -69,,164102, HS-grad,9, Divorced,, Not-in-family, White, Female,0,0,40, United-States, >50K -59, Private,252714, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,30, Italy, <=50K -30, Private,205204, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -31, Local-gov,168906, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,35, United-States, <=50K -30, Private,112115, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -27, Private,116531, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -20,,202994, Some-college,10, Never-married,, Own-child, White, Female,0,0,16, United-States, <=50K -56, Private,191917, Assoc-acdm,12, Divorced, Adm-clerical, Unmarried, White, Female,4101,0,40, United-States, <=50K -24, Private,341294, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -47, Private,216734, Bachelors,13, Divorced, Sales, Unmarried, White, Female,0,0,50, United-States, <=50K -51, Private,182187, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Black, Male,0,0,35, United-States, <=50K -34, Private,424988, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -47, Private,379118, HS-grad,9, Divorced, Other-service, Unmarried, Black, Male,0,0,9, United-States, <=50K -47, Private,168232, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,44, United-States, >50K -20, Private,147171, Some-college,10, Never-married, Adm-clerical, Unmarried, Asian-Pac-Islander, Female,0,0,40, Vietnam, <=50K -34, Self-emp-inc,207668, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,54,, >50K -31, Private,193650, 11th,7, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -42, Private,200187, Assoc-voc,11, Divorced, Other-service, Unmarried, White, Female,0,0,32, United-States, <=50K -52, Private,188644, 5th-6th,3, Married-spouse-absent, Craft-repair, Other-relative, White, Male,0,0,40, Mexico, <=50K -56, Private,398067, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -53, Private,29658, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -26, Private,154966, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -81, Private,364099, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,20, United-States, <=50K -28,,291374, 10th,6, Never-married,, Unmarried, Black, Female,0,0,40, United-States, <=50K -57, Federal-gov,97837, Some-college,10, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,48, United-States, >50K -34, Private,117983, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -31,,345497, 10th,6, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,64167, Assoc-voc,11, Never-married, Tech-support, Unmarried, Black, Female,0,0,40, United-States, <=50K -20, Private,315877, HS-grad,9, Never-married, Other-service, Unmarried, White, Male,0,2001,40, United-States, <=50K -68, Federal-gov,232151, Some-college,10, Divorced, Adm-clerical, Other-relative, Black, Female,2346,0,40, United-States, <=50K -60, Private,225526, HS-grad,9, Separated, Sales, Not-in-family, White, Female,0,0,32, United-States, <=50K -37, Federal-gov,289653, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,179462, 7th-8th,4, Never-married, Handlers-cleaners, Unmarried, White, Male,0,0,40, United-States, <=50K -36, Federal-gov,67317, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -45, Private,77764, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,253438, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -31, Private,150309, Bachelors,13, Separated, Exec-managerial, Not-in-family, White, Female,0,0,70, United-States, <=50K -47, Self-emp-not-inc,83064, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -60, Self-emp-not-inc,376973, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,42, United-States, >50K -75, Private,311184, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,24, United-States, <=50K -43, Local-gov,159449, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -18, Private,168288, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -25, Private,74883, Bachelors,13, Never-married, Tech-support, Not-in-family, Asian-Pac-Islander, Female,0,1092,40, Philippines, <=50K -20, Private,275190, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -32, Private,189838, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,50, United-States, <=50K -57, Self-emp-inc,101338, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,20, United-States, <=50K -43, Private,331894, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, >50K -18, Self-emp-not-inc,40293, HS-grad,9, Never-married, Farming-fishing, Other-relative, White, Male,0,0,40, United-States, <=50K -41, Local-gov,88904, Bachelors,13, Separated, Prof-specialty, Unmarried, Black, Female,0,0,40, United-States, <=50K -48, Private,145041, HS-grad,9, Never-married, Machine-op-inspct, Other-relative, White, Male,0,0,40, Dominican-Republic, <=50K -35, Private,46385, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,5178,0,90, United-States, >50K -41, State-gov,363591, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,183327, HS-grad,9, Never-married, Craft-repair, Own-child, Black, Female,0,1594,20, United-States, <=50K -32, State-gov,182556, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,1887,45, United-States, >50K -33, Private,267859, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, El-Salvador, <=50K -58, Private,190747, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,162869, Some-college,10, Never-married, Sales, Other-relative, White, Male,0,0,65, United-States, <=50K -33, Private,141229, Some-college,10, Divorced, Other-service, Not-in-family, White, Female,0,0,50, United-States, <=50K -42, Self-emp-not-inc,174216, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,38, United-States, >50K -25, Private,366416, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -39, Private,172538, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -35, Private,193026, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -50, Private,184424, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,1902,38, United-States, >50K -49, Local-gov,337768, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -25, Local-gov,179059, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -47, Federal-gov,99549, Some-college,10, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -46, Private,72619, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, >50K -42, State-gov,55764, Assoc-acdm,12, Divorced, Prof-specialty, Not-in-family, Black, Male,0,0,40, United-States, <=50K -37, Private,30267, 11th,7, Never-married, Transport-moving, Not-in-family, White, Male,0,0,60, United-States, >50K -25, Private,308144, Bachelors,13, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, Mexico, <=50K -29, Private,206351, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,5013,0,40, United-States, <=50K -26, Private,282304, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,45, United-States, <=50K -26,,176077, Some-college,10, Never-married,, Unmarried, White, Female,0,0,40, United-States, <=50K -45, Self-emp-inc,142719, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -34, Private,114973, HS-grad,9, Separated, Exec-managerial, Unmarried, White, Female,0,0,30, United-States, <=50K -33, Federal-gov,159548, Assoc-acdm,12, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -43, Private,91209, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -28, Private,196564, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -51, Self-emp-not-inc,149220, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,75, United-States, <=50K -21, Private,169699, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,35, United-States, <=50K -23, Private,218215, Assoc-acdm,12, Never-married, Other-service, Own-child, White, Female,0,0,35, United-States, <=50K -30, Private,156718, HS-grad,9, Never-married, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -46, Private,55720, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -38, Self-emp-inc,257250, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,50, United-States, <=50K -20, Private,194630, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -36, Private,398931, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1485,50, United-States, >50K -37, Self-emp-not-inc,362062, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,50, United-States, >50K -44, Local-gov,101593, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,1876,42, United-States, <=50K -33, Private,196266, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -45, Local-gov,197332, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -47, Private,97842, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -54, Private,86837, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,1902,40, United-States, >50K -17, Private,57324, 10th,6, Never-married, Other-service, Own-child, White, Male,0,0,30, United-States, <=50K -43, Private,116852, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,36, Portugal, >50K -45, Private,154430, Bachelors,13, Widowed, Prof-specialty, Not-in-family, White, Female,10520,0,50, United-States, >50K -37, Private,38468, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -44, Local-gov,188808, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -55, Local-gov,177163, Masters,14, Widowed, Prof-specialty, Unmarried, White, Female,914,0,50, United-States, <=50K -41, Private,187322, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,48, United-States, <=50K -23, Private,107578, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,2174,0,40, United-States, <=50K -38, Private,168680, Some-college,10, Never-married, Adm-clerical, Own-child, Black, Female,0,0,40, United-States, <=50K -23, Private,256755, Bachelors,13, Never-married, Handlers-cleaners, Other-relative, White, Female,0,0,40, Cuba, <=50K -35, Private,360799, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,7298,0,40, United-States, >50K -18, Private,188476, 11th,7, Never-married, Exec-managerial, Own-child, White, Male,0,0,20, United-States, <=50K -47, Private,30457, Assoc-voc,11, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,252752, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,8, United-States, <=50K -41, Self-emp-not-inc,443508, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -23, Private,244408, Some-college,10, Never-married, Adm-clerical, Other-relative, Asian-Pac-Islander, Female,0,0,24, Vietnam, <=50K -41, Private,178983, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -26, Private,143068, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,2407,0,50, United-States, <=50K -30, Local-gov,247328, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -42, Private,201732, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -35, Private,246829, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -28,,290267, Bachelors,13, Never-married,, Not-in-family, White, Male,0,0,18, United-States, <=50K -29, Private,119170, Some-college,10, Separated, Tech-support, Unmarried, White, Female,0,0,40, United-States, <=50K -21, Private,207923, Some-college,10, Married-spouse-absent, Adm-clerical, Own-child, White, Female,0,0,15, United-States, <=50K -48, State-gov,170142, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, >50K -44, Self-emp-not-inc,187164, HS-grad,9, Divorced, Transport-moving, Unmarried, White, Male,0,0,60, United-States, <=50K -34, Local-gov,303867, 9th,5, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -19, Private,291429, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,25, United-States, <=50K -32, Private,213179, Some-college,10, Divorced, Craft-repair, Own-child, White, Male,0,0,40, United-States, >50K -31, State-gov,111843, Assoc-acdm,12, Separated, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -25, Private,297154, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,2407,0,40, United-States, <=50K -47, Federal-gov,68493, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,40, United-States, >50K -46, Federal-gov,340718, 11th,7, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -18, Private,194059, 12th,8, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -31, Private,47296, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,1740,20, United-States, <=50K -28, State-gov,286310, HS-grad,9, Married-civ-spouse, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -38, Private,207202, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,48, United-States, >50K -33, Self-emp-inc,132601, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -17,,139183, 10th,6, Never-married,, Own-child, White, Female,0,0,15, United-States, <=50K -41, Private,160785, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -46, Private,117849, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,15024,0,40, United-States, >50K -38, Local-gov,225605, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,44, United-States, <=50K -24, Private,190290, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,60, United-States, <=50K -49, Private,164799, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -60, Federal-gov,21876, Some-college,10, Divorced, Prof-specialty, Not-in-family, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -44, Private,160785, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -63, Self-emp-inc,272425, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -40, Private,168538, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -45, Self-emp-inc,204205, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -49, Private,142287, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,1902,50, United-States, >50K -36, Private,169926, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -65, Local-gov,205024, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,8, United-States, <=50K -41, Private,374764, Bachelors,13, Widowed, Exec-managerial, Unmarried, White, Male,0,0,20, United-States, <=50K -25, Private,108779, Masters,14, Separated, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -20,,293136, Some-college,10, Never-married,, Own-child, White, Female,0,0,35, United-States, <=50K -60, Private,227332, Assoc-voc,11, Widowed, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -17, Local-gov,246308, 11th,7, Never-married, Prof-specialty, Own-child, White, Female,0,0,20, Puerto-Rico, <=50K -28, Private,51331, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,16, United-States, >50K -31, Private,153078, Assoc-acdm,12, Never-married, Craft-repair, Own-child, Other, Male,0,0,50, United-States, <=50K -47, Private,169180, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,35, United-States, <=50K -45, Self-emp-not-inc,193451, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, <=50K -51, Private,305147, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -23, Private,138892, HS-grad,9, Never-married, Machine-op-inspct, Own-child, Black, Male,0,0,40, United-States, <=50K -44, Self-emp-not-inc,402397, Masters,14, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,1902,60, United-States, >50K -34, Private,223267, HS-grad,9, Never-married, Exec-managerial, Other-relative, White, Male,0,0,50, United-States, <=50K -19, Private,29250, Some-college,10, Never-married, Prof-specialty, Own-child, White, Male,0,0,10, United-States, <=50K -51,,203953, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, >50K -46, State-gov,29696, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,315640, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,1977,40, China, >50K -37, Private,632613, 10th,6, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,35, Mexico, <=50K -56, Private,282023, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -29, Private,77760, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,45, United-States, <=50K -46, Self-emp-not-inc,148599, Masters,14, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -55, Private,414994, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -45, Private,339863, Bachelors,13, Divorced, Sales, Not-in-family, White, Male,8614,0,48, United-States, >50K -34, Private,499249, HS-grad,9, Married-spouse-absent, Handlers-cleaners, Not-in-family, White, Male,0,0,40, Guatemala, <=50K -45,,144354, 9th,5, Separated,, Own-child, Black, Male,0,0,40, United-States, <=50K -41, Private,252058, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -22,,99543, Some-college,10, Never-married,, Own-child, White, Male,0,0,20, United-States, <=50K -34, Private,117963, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -27, Private,194652, HS-grad,9, Never-married, Craft-repair, Own-child, Black, Male,0,0,40, United-States, <=50K -29, Private,299705, Some-college,10, Never-married, Handlers-cleaners, Unmarried, Black, Male,0,0,37, United-States, <=50K -19, Federal-gov,27433, 12th,8, Never-married, Other-service, Own-child, White, Female,0,0,30, United-States, <=50K -47, Local-gov,39986, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -43, Self-emp-inc,135342, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -52, Private,270142, Assoc-voc,11, Separated, Exec-managerial, Unmarried, Black, Female,0,0,60, United-States, <=50K -33, Self-emp-not-inc,118267, Assoc-acdm,12, Divorced, Sales, Not-in-family, White, Male,0,0,60, United-States, <=50K -29, Private,266043, 9th,5, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,35633, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,74568, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -39, Private,214816, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -43, Private,222971, 5th-6th,3, Never-married, Machine-op-inspct, Unmarried, White, Female,0,0,40, Mexico, <=50K -31, Private,259425, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -47, Self-emp-inc,212120, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -26, Private,245880, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,60, United-States, <=50K -58, Local-gov,54947, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,55, United-States, <=50K -47, Self-emp-inc,79627, Prof-school,15, Divorced, Prof-specialty, Not-in-family, White, Male,27828,0,50, United-States, >50K -55, Private,151474, Bachelors,13, Never-married, Tech-support, Other-relative, White, Female,0,1590,38, United-States, <=50K -26, Private,132661, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,5013,0,40, United-States, <=50K -28, Private,161674, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -36, Private,62346, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -40, Private,227236, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -19, Private,283033, 11th,7, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -63, Self-emp-not-inc,298249, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,10605,0,40, United-States, >50K -42, Private,251229, Bachelors,13, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -76, Private,199949, 9th,5, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,13, United-States, <=50K -23, State-gov,305498, Assoc-voc,11, Never-married, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Self-emp-not-inc,203836, 5th-6th,3, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -33, State-gov,79440, Masters,14, Never-married, Prof-specialty, Not-in-family, Asian-Pac-Islander, Male,0,0,30, Japan, <=50K -48, Local-gov,142719, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -56, Private,119859, Some-college,10, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, >50K -32, Private,141410, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, <=50K -44, Local-gov,202872, Some-college,10, Divorced, Prof-specialty, Unmarried, White, Female,0,0,25, United-States, <=50K -27, Private,198813, HS-grad,9, Divorced, Adm-clerical, Own-child, Black, Female,0,0,40, United-States, <=50K -33, Federal-gov,129707, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -22, Private,445758, 5th-6th,3, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, Mexico, <=50K -18,,30246, Some-college,10, Never-married,, Own-child, White, Female,0,0,20, United-States, <=50K -44, Private,173981, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,108506, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Amer-Indian-Eskimo, Male,0,0,60, United-States, <=50K -34, Private,134886, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -45, Federal-gov,181970, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,1672,40, United-States, <=50K -57, Self-emp-inc,282913, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, Cuba, <=50K -59, Local-gov,196013, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -33, Federal-gov,348491, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, Black, Female,0,0,40, United-States, >50K -52, Private,416164, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, Other, Male,0,0,49, Mexico, <=50K -17, Private,121037, 12th,8, Never-married, Sales, Own-child, White, Female,0,0,15, United-States, <=50K -29, Private,103111, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,30, Canada, <=50K -63, Self-emp-not-inc,147589, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,30, United-States, >50K -20, Private,24008, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,24, United-States, <=50K -42, Self-emp-inc,123838, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,50, United-States, >50K -50, Self-emp-not-inc,175456, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -55, Private,84774, HS-grad,9, Married-civ-spouse, Priv-house-serv, Wife, White, Female,0,0,30, United-States, <=50K -27, Private,194590, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Wife, Black, Female,0,0,25, United-States, <=50K -28, Private,134566, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -55, Private,211678, Assoc-voc,11, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, <=50K -44, Federal-gov,44822, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -53, State-gov,144586, Some-college,10, Never-married, Protective-serv, Not-in-family, White, Female,0,0,40, United-States, <=50K -23, Private,119156, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,371987, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -44, State-gov,144125, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -55, Private,31905, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,40, United-States, >50K -48, Self-emp-not-inc,121124, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,35, United-States, >50K -46, Private,58126, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,318518, Some-college,10, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Private,296509, 7th-8th,4, Separated, Farming-fishing, Not-in-family, White, Male,0,0,45, Mexico, <=50K -32, Private,473133, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -52, Private,155434, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,48, United-States, <=50K -52, Private,99185, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,7298,0,50, United-States, >50K -39, Private,56648, HS-grad,9, Separated, Sales, Not-in-family, White, Female,0,0,47, United-States, <=50K -57, Local-gov,118481, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,40, United-States, >50K -21, Private,321666, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,594,0,40, United-States, <=50K -22, State-gov,119838, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,10, United-States, <=50K -26, Private,330695, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -26, State-gov,58039, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -44, Private,313022, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,40, United-States, >50K -42, Private,178134, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,30, United-States, <=50K -40, Private,165309, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,43, United-States, <=50K -22, Private,216181, 11th,7, Never-married, Craft-repair, Own-child, White, Male,0,0,45, United-States, <=50K -62, Private,178745, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -44, Private,111067, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -18,,163788, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -33, Self-emp-not-inc,295591, 1st-4th,2, Married-spouse-absent, Craft-repair, Not-in-family, White, Male,0,0,40, Mexico, <=50K -45, Private,123075, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -18, Private,78045, 11th,7, Married-civ-spouse, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -32, Local-gov,255004, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -33, Private,254221, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,60, United-States, >50K -20, Private,174714, Some-college,10, Never-married, Prof-specialty, Own-child, White, Male,0,0,15, United-States, <=50K -68, Self-emp-not-inc,450580, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,20, United-States, <=50K -61, Private,128230, 7th-8th,4, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -48, Private,192894, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -45, Private,325390, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -36, Self-emp-not-inc,20333, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,7688,0,40, United-States, >50K -32, Federal-gov,128714, HS-grad,9, Never-married, Other-service, Own-child, Black, Female,0,0,32, United-States, <=50K -35, Private,170797, Bachelors,13, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -39, Private,269186, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -53, Private,127671, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,211840, Some-college,10, Separated, Sales, Unmarried, Black, Female,0,0,16, United-States, <=50K -37, Private,163392, HS-grad,9, Never-married, Transport-moving, Other-relative, Asian-Pac-Islander, Male,0,0,40,, <=50K -40, Private,201495, Bachelors,13, Divorced, Protective-serv, Not-in-family, White, Male,0,0,45, United-States, <=50K -25, Private,251854, Some-college,10, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,40, Jamaica, <=50K -41, Private,279297, HS-grad,9, Never-married, Sales, Not-in-family, Black, Female,0,0,60, United-States, <=50K -52, Self-emp-not-inc,195462, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,98, United-States, >50K -33, Private,170769, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,142443, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -25, Self-emp-not-inc,182809, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,7298,0,40, United-States, >50K -53, Private,121441, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, <=50K -44, Private,275094, 1st-4th,2, Never-married, Other-service, Own-child, White, Male,0,0,10, United-States, <=50K -35, Private,170263, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -38, Private,172571, Some-college,10, Divorced, Craft-repair, Own-child, White, Male,0,0,58, Poland, <=50K -34, Private,178615, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,279524, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -24, State-gov,165201, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,45, United-States, <=50K -65, Local-gov,323006, HS-grad,9, Widowed, Other-service, Unmarried, Black, Female,0,0,25, United-States, <=50K -29, Private,235168, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -39, Self-emp-inc,114844, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,65, United-States, >50K -46, Local-gov,216414, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -37, Private,34378, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,2580,0,60, United-States, <=50K -47, State-gov,80914, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,47, United-States, >50K -62, Private,73292, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -54, Self-emp-not-inc,212165, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -90, Private,52386, Some-college,10, Never-married, Other-service, Not-in-family, Asian-Pac-Islander, Male,0,0,35, United-States, <=50K -33, Private,205649, Assoc-acdm,12, Married-spouse-absent, Craft-repair, Not-in-family, White, Male,0,0,20, United-States, <=50K -57, Private,109638, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1672,45, United-States, <=50K -25, Private,200408, Assoc-acdm,12, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -44, Self-emp-inc,187720, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -52, Private,236180, Bachelors,13, Married-spouse-absent, Other-service, Not-in-family, White, Male,0,0,50, United-States, <=50K -21, Private,118693, Some-college,10, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -31, Private,363130, HS-grad,9, Never-married, Other-service, Unmarried, Black, Male,0,0,18, United-States, <=50K -39, Private,225544, Masters,14, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, Poland, <=50K -59, Federal-gov,243612, HS-grad,9, Widowed, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -29, Self-emp-not-inc,160786, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, <=50K -49, Private,234320, 7th-8th,4, Never-married, Prof-specialty, Other-relative, Black, Male,0,0,45, United-States, <=50K -34, Private,314646, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,124971, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -32, Private,209184, Bachelors,13, Married-civ-spouse, Sales, Husband, Other, Male,0,0,40, Puerto-Rico, <=50K -39, State-gov,121838, HS-grad,9, Divorced, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -46, Private,265275, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -50, Private,71417, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,3103,0,40, United-States, >50K -34, Private,45522, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -28, Local-gov,250135, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,1902,55, United-States, <=50K -18, Private,120283, 12th,8, Never-married, Sales, Own-child, White, Female,0,0,24, United-States, <=50K -20, Private,216972, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,30, United-States, <=50K -20, Private,116791, HS-grad,9, Never-married, Machine-op-inspct, Other-relative, White, Female,0,0,40, United-States, <=50K -55, State-gov,26290, Assoc-voc,11, Widowed, Exec-managerial, Not-in-family, Amer-Indian-Eskimo, Female,0,0,38, United-States, <=50K -22, Private,216134, Some-college,10, Never-married, Sales, Own-child, Black, Female,0,0,40, United-States, <=50K -60, Self-emp-not-inc,143932, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,217120, 10th,6, Divorced, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -47, State-gov,223944, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,30, United-States, <=50K -23, Private,185452, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,35, Canada, <=50K -57, Local-gov,44273, HS-grad,9, Widowed, Transport-moving, Not-in-family, White, Female,0,0,40, United-States, <=50K -52, Private,178983, 11th,7, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,219288, 7th-8th,4, Widowed, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -25, Private,349190, Assoc-acdm,12, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,20, United-States, <=50K -49, Self-emp-inc,158685, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,2377,40, United-States, >50K -41, Federal-gov,57924, Some-college,10, Never-married, Protective-serv, Own-child, White, Male,0,0,40, United-States, <=50K -40, State-gov,270324, Assoc-voc,11, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,30, United-States, <=50K -38, Private,33001, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -58, Private,204021, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,40, Canada, <=50K -26, Private,192506, Bachelors,13, Never-married, Other-service, Not-in-family, Black, Female,0,0,35, United-States, <=50K -57, Private,372967, 10th,6, Divorced, Adm-clerical, Other-relative, White, Female,0,0,70, Germany, <=50K -28, Private,273929, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,1628,60, United-States, <=50K -42, Private,195821, HS-grad,9, Separated, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -28, Private,56179, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,2174,0,55, United-States, <=50K -17,,127003, 9th,5, Never-married,, Own-child, Black, Male,0,0,40, United-States, <=50K -39, Self-emp-not-inc,124090, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,199600, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, <=50K -42, Private,255847, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,4386,0,48, United-States, >50K -51, Self-emp-not-inc,218311, Some-college,10, Divorced, Sales, Unmarried, White, Female,0,0,50, United-States, <=50K -27, Private,167336, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,39, United-States, <=50K -41, Private,59938, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,43, United-States, <=50K -28, Private,263728, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -54, Self-emp-not-inc,278230, Some-college,10, Divorced, Farming-fishing, Unmarried, White, Female,10520,0,30, United-States, >50K -73,,180603, HS-grad,9, Widowed,, Not-in-family, White, Female,0,0,8, United-States, <=50K -49, Private,43910, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,30, United-States, <=50K -47, Private,190139, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -27, Private,109001, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,49, United-States, <=50K -42, Local-gov,159931, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,45, United-States, >50K -32, Private,194987, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, Black, Female,0,0,40, United-States, <=50K -32, Local-gov,87310, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,41, United-States, <=50K -27, Private,133937, Masters,14, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -29, Private,207064, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -22, Private,36011, Assoc-voc,11, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,30, United-States, <=50K -41, Federal-gov,168294, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,5178,0,40, United-States, >50K -49, Local-gov,194895, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,7298,0,40, United-States, >50K -58, Self-emp-not-inc,49884, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -41, Self-emp-not-inc,27305, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,7688,0,40, United-States, >50K -26, Private,229977, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, <=50K -21, Private,64520, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,55, United-States, <=50K -32,,134886, HS-grad,9, Married-civ-spouse,, Wife, White, Female,0,0,2, United-States, >50K -37, Private,305379, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -23, Private,202284, Bachelors,13, Never-married, Sales, Own-child, White, Male,0,0,20, United-States, <=50K -42, Self-emp-not-inc,99185, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -25, Private,159662, HS-grad,9, Married-civ-spouse, Sales, Own-child, White, Male,0,0,26, United-States, >50K -67, Private,197865, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -41, Local-gov,175149, HS-grad,9, Divorced, Transport-moving, Not-in-family, Black, Female,0,0,38, United-States, <=50K -49, Local-gov,349633, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,50, United-States, >50K -36, Private,135293, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,1506,0,45,, <=50K -18, Private,242893, 11th,7, Never-married, Craft-repair, Own-child, White, Male,0,0,35, United-States, <=50K -25, Private,218667, 5th-6th,3, Married-civ-spouse, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -43, State-gov,144811, Prof-school,15, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -38, Private,146091, Doctorate,16, Married-civ-spouse, Exec-managerial, Wife, White, Female,99999,0,36, United-States, >50K -21, Private,206861, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,20,, <=50K -65, Self-emp-not-inc,226215, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,15, United-States, <=50K -66, Private,114447, Assoc-voc,11, Widowed, Prof-specialty, Not-in-family, White, Female,0,0,35, United-States, <=50K -33, Private,124187, 11th,7, Never-married, Transport-moving, Not-in-family, Black, Male,0,0,60, United-States, <=50K -51, Private,147954, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, Black, Female,3411,0,38, United-States, <=50K -27, Self-emp-inc,64379, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1740,40, United-States, <=50K -17, Private,156501, 12th,8, Never-married, Other-service, Own-child, White, Female,0,0,16, United-States, <=50K -32, Private,207668, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,45, United-States, >50K -61,,161279, HS-grad,9, Widowed,, Not-in-family, White, Female,0,0,36, United-States, <=50K -38, Private,225707, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Cuba, >50K -43, Local-gov,115603, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -40, State-gov,506329, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,40, Taiwan, >50K -63, Private,275034, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,1740,35, United-States, <=50K -76,,172637, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,20, United-States, >50K -42, Private,56483, Assoc-acdm,12, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -43, Federal-gov,144778, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, >50K -76, Self-emp-not-inc,33213, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,30,, >50K -41, Local-gov,297248, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,2415,45, United-States, >50K -17, Private,137042, 10th,6, Never-married, Prof-specialty, Own-child, White, Male,0,0,20, United-States, <=50K -30, Self-emp-not-inc,33308, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Private,158420, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, Iran, <=50K -22, Private,41763, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,25, United-States, <=50K -53,,220640, Bachelors,13, Divorced,, Other-relative, Other, Female,0,0,20, United-States, <=50K -28, Private,149734, HS-grad,9, Never-married, Other-service, Unmarried, Black, Female,0,0,52, United-States, <=50K -25,,262245, Assoc-voc,11, Never-married,, Own-child, White, Female,3418,0,40, United-States, <=50K -24, Private,349691, Some-college,10, Never-married, Sales, Other-relative, Black, Female,0,0,40, United-States, <=50K -47, Private,185385, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -34, Self-emp-not-inc,174463, Assoc-voc,11, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,50, United-States, <=50K -26, Private,236068, Some-college,10, Never-married, Sales, Other-relative, White, Female,0,0,20, United-States, <=50K -63,,445168, Bachelors,13, Widowed,, Not-in-family, Amer-Indian-Eskimo, Female,0,0,56, United-States, <=50K -25, Private,91334, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,75, United-States, <=50K -28, Private,33895, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,45, United-States, <=50K -36, Private,214816, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Female,0,0,40, United-States, <=50K -24, Private,229773, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -51, Self-emp-inc,166386, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, Asian-Pac-Islander, Female,0,0,35, Taiwan, <=50K -44, Private,266135, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -18, Private,300379, 12th,8, Never-married, Adm-clerical, Own-child, White, Male,0,0,12, United-States, <=50K -54, Federal-gov,392502, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -61, Private,73809, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -51, Private,193720, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -43, Private,316183, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,162944, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -50, Local-gov,186888, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, Black, Female,0,0,40, United-States, >50K -27,,330132, HS-grad,9, Never-married,, Not-in-family, White, Female,0,0,25, United-States, <=50K -24, Private,192017, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,30, United-States, <=50K -20, State-gov,161978, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,20, United-States, <=50K -52, Private,202930, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, >50K -57, Local-gov,323309, 7th-8th,4, Divorced, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -49, Self-emp-inc,197332, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -42, Self-emp-inc,204033, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,35,, <=50K -22, Private,271274, 11th,7, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Private,174242, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -21, Private,209483, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -39, Federal-gov,99146, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,1887,60, United-States, >50K -52, Self-emp-not-inc,102346, Some-college,10, Never-married, Prof-specialty, Own-child, White, Female,0,0,35, United-States, <=50K -25, Private,181666, Assoc-acdm,12, Never-married, Tech-support, Own-child, White, Female,0,0,40, United-States, <=50K -50, Private,207367, Some-college,10, Married-spouse-absent, Other-service, Not-in-family, White, Female,0,0,40, Cuba, <=50K -35, State-gov,82622, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,80, United-States, <=50K -50, Private,202296, Assoc-voc,11, Separated, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -58, Private,142182, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,25, United-States, <=50K -48, Federal-gov,94342, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,45, United-States, <=50K -30, Private,41493, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,35, Canada, <=50K -18, Private,181712, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,12, United-States, <=50K -29, Self-emp-not-inc,164607, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -52, Self-emp-not-inc,41496, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -63, Private,143098, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,4064,0,40, United-States, <=50K -36, Local-gov,196529, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -24, Private,157332, Some-college,10, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,42, United-States, <=50K -30, Local-gov,154935, Assoc-acdm,12, Never-married, Protective-serv, Not-in-family, Black, Male,0,0,40, United-States, <=50K -23, Private,223231, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Other, Male,0,0,40, Mexico, <=50K -35,,253860, HS-grad,9, Divorced,, Unmarried, White, Female,0,0,20, United-States, <=50K -21, Private,362589, Bachelors,13, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -28, Private,94880, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,43, Mexico, <=50K -20, Private,309580, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -18, Private,130389, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,20, Scotland, <=50K -21, Private,349365, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,15, United-States, <=50K -27, Private,376936, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -42, Private,179557, Some-college,10, Divorced, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -21, Private,105577, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,30, United-States, <=50K -51, Private,224207, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -27, Federal-gov,47907, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -23, Self-emp-not-inc,191283, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -57, Private,20953, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,1902,40, United-States, >50K -22, State-gov,186569, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,12, United-States, <=50K -59, Private,43221, 9th,5, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, >50K -38, Private,161141, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -20, Private,203003, HS-grad,9, Never-married, Transport-moving, Other-relative, White, Male,0,0,40, United-States, <=50K -90, Private,141758, 9th,5, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -35, Private,113322, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -50, Private,343847, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,38, United-States, >50K -45, Private,214068, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -44, Private,116632, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -23, Private,240160, Assoc-acdm,12, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -34, Private,516337, 11th,7, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, Mexico, <=50K -23, Self-emp-inc,284651, Bachelors,13, Divorced, Sales, Not-in-family, White, Female,0,0,43, United-States, <=50K -39, State-gov,141420, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -19, Private,42750, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,55, United-States, <=50K -54, Private,165278, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -40, Private,167265, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,43, United-States, <=50K -44, Private,139907, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,50, United-States, <=50K -31, Self-emp-inc,236415, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,20, United-States, >50K -25, Private,312966, 9th,5, Separated, Handlers-cleaners, Other-relative, White, Male,0,0,40, El-Salvador, <=50K -33, Private,118941, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,32, United-States, >50K -32, Private,198068, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,60, United-States, <=50K -36, Private,373952, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -47, Self-emp-not-inc,236111, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, Other, Male,0,0,55, United-States, >50K -80, Private,157778, Masters,14, Widowed, Prof-specialty, Not-in-family, White, Female,0,0,10, United-States, <=50K -21, Private,143604, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,8, United-States, <=50K -35, Self-emp-not-inc,319831, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -77,,132728, Masters,14, Divorced,, Not-in-family, White, Male,0,0,45, United-States, <=50K -30, Private,137606, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,5013,0,40, United-States, <=50K -35,,61343, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -49, Private,268234, 7th-8th,4, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,100135, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,1740,25, United-States, <=50K -53, Self-emp-not-inc,34973, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,45, United-States, <=50K -41, Private,323790, HS-grad,9, Divorced, Handlers-cleaners, Unmarried, White, Male,0,0,55, United-States, <=50K -57, Private,319733, Bachelors,13, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Poland, >50K -21,,180339, Some-college,10, Never-married,, Own-child, White, Female,0,0,25, United-States, <=50K -19, Private,125591, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -28, Private,60772, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Female,0,0,45, United-States, <=50K -42, Federal-gov,74680, Masters,14, Divorced, Adm-clerical, Not-in-family, White, Male,0,2001,60, United-States, <=50K -29, Self-emp-not-inc,141185, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,55, United-States, <=50K -38,,204668, Assoc-voc,11, Separated,, Unmarried, White, Female,0,0,25, United-States, <=50K -26, Private,273792, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -41, Private,70037, Some-college,10, Never-married, Craft-repair, Unmarried, White, Male,0,3004,60,, >50K -40, Private,343068, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -36, Self-emp-not-inc,177907, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, >50K -28, Private,144063, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -25, Self-emp-not-inc,257574, Bachelors,13, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,20, United-States, <=50K -42, Self-emp-not-inc,67065, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -32, Private,183356, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -32, Private,152940, Assoc-acdm,12, Never-married, Adm-clerical, Own-child, White, Male,0,0,30, United-States, <=50K -37, Private,227128, 5th-6th,3, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -39, Local-gov,45607, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,56, United-States, <=50K -49, Private,155489, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -28,,230704, HS-grad,9, Never-married,, Not-in-family, Black, Male,0,0,40, United-States, <=50K -24,,267955, 9th,5, Never-married,, Own-child, White, Female,0,0,20, United-States, <=50K -19, Private,165115, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -31, Private,49923, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,272240, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -29, Private,255476, 7th-8th,4, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,30, Mexico, <=50K -59, Private,194290, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,48, United-States, <=50K -52, Private,145548, Assoc-acdm,12, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -27, Private,175262, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -45, Local-gov,37306, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -58, Private,137547, Bachelors,13, Married-civ-spouse, Other-service, Husband, Asian-Pac-Islander, Male,0,0,40, South, <=50K -53, Private,276515, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, Cuba, <=50K -23, Private,174626, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,25, United-States, <=50K -35, Private,215310, 11th,7, Divorced, Handlers-cleaners, Other-relative, White, Male,0,0,40, United-States, <=50K -49, Private,332355, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -49, Private,204057, Assoc-acdm,12, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -25, Private,391591, 12th,8, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -47, Private,169092, Masters,14, Divorced, Prof-specialty, Unmarried, White, Female,0,0,50, United-States, >50K -28, Private,230743, Assoc-acdm,12, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -20, Private,190963, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,30, United-States, <=50K -74,,204840, 5th-6th,3, Married-civ-spouse,, Husband, White, Male,0,0,56, Mexico, <=50K -19, Private,169853, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,24, United-States, <=50K -28, Private,212091, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,2580,0,40, United-States, <=50K -31, Private,202822, Some-college,10, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -61,,226989, Some-college,10, Married-spouse-absent,, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Private,140011, Assoc-voc,11, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,53, United-States, <=50K -20,,432376, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, Germany, <=50K -35, Private,90273, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40,, >50K -23, Private,224424, Bachelors,13, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -25, Private,168943, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,30, United-States, >50K -19, Private,571853, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,30, United-States, <=50K -30, Private,156464, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,45, United-States, >50K -26, Private,108542, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,35, United-States, <=50K -34, Local-gov,194325, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, <=50K -49, Private,114797, Bachelors,13, Divorced, Exec-managerial, Unmarried, Black, Female,0,0,40, United-States, <=50K -35, Private,40135, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,2042,40, United-States, <=50K -38, Private,204756, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -36, Private,228190, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,0,0,20, United-States, <=50K -33, Private,163392, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, Amer-Indian-Eskimo, Male,0,0,48, United-States, >50K -54, Private,138845, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -19, Local-gov,169853, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -18, Never-worked,206359, 10th,6, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -60, Private,224097, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -28, Self-emp-not-inc,160786, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -43, Self-emp-not-inc,190044, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -49, Local-gov,145290, 5th-6th,3, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,120268, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,70, United-States, <=50K -17, Private,327434, 10th,6, Never-married, Sales, Own-child, White, Male,0,0,20, United-States, <=50K -41, Self-emp-inc,218302, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -30, Private,1184622, Some-college,10, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,35, United-States, <=50K -90, Local-gov,227796, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,20051,0,60, United-States, >50K -25, Private,206343, HS-grad,9, Never-married, Protective-serv, Other-relative, White, Male,0,0,40, United-States, <=50K -27, Private,36851, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,0,35, United-States, <=50K -29, Private,148550, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -55, Private,157079, Some-college,10, Married-civ-spouse, Protective-serv, Husband, Black, Male,0,0,40,, >50K -31, Federal-gov,142470, Bachelors,13, Never-married, Exec-managerial, Not-in-family, Black, Female,0,0,40, United-States, <=50K -43, Private,86750, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,99, United-States, <=50K -63, Private,361631, Masters,14, Separated, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, >50K -46, Private,163229, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -59, Private,179594, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,254773, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, Black, Female,0,0,50, United-States, >50K -26, Private,58065, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,20, United-States, <=50K -26, Private,205428, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -20,,41183, Some-college,10, Never-married,, Own-child, White, Female,0,0,30, United-States, <=50K -19,,308064, HS-grad,9, Never-married,, Not-in-family, Black, Female,0,0,40, United-States, <=50K -61, Private,173924, 9th,5, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,40, Puerto-Rico, >50K -23, State-gov,142547, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,119704, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -35, Private,275364, Bachelors,13, Divorced, Tech-support, Unmarried, White, Male,7430,0,40, Germany, >50K -42, Self-emp-not-inc,207392, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,12, United-States, <=50K -31, Private,147215, 12th,8, Divorced, Other-service, Unmarried, White, Female,0,0,21, United-States, <=50K -31, Private,101562, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,55, United-States, <=50K -63, Private,216413, Bachelors,13, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,25, United-States, <=50K -29, State-gov,188986, Assoc-voc,11, Never-married, Tech-support, Not-in-family, White, Female,0,1590,64, United-States, <=50K -43, State-gov,52849, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,304710, Bachelors,13, Never-married, Adm-clerical, Not-in-family, Asian-Pac-Islander, Female,0,0,10, Vietnam, <=50K -17, Private,265657, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,25, United-States, <=50K -23, Self-emp-not-inc,258298, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Male,0,2231,40, United-States, >50K -35, Private,360814, 9th,5, Divorced, Craft-repair, Not-in-family, White, Male,0,0,45, United-States, <=50K -32, Private,53260, HS-grad,9, Divorced, Other-service, Unmarried, Other, Female,0,0,28, United-States, <=50K -50, Self-emp-inc,127315, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,60, United-States, >50K -25, Private,233777, HS-grad,9, Never-married, Transport-moving, Other-relative, White, Male,0,0,40,, <=50K -26, Local-gov,197530, Masters,14, Married-spouse-absent, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -32, Private,340940, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,88432, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -57, Private,183810, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -90, Private,51744, Masters,14, Never-married, Exec-managerial, Not-in-family, Black, Male,0,0,50, United-States, >50K -35, Private,175614, Assoc-voc,11, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, >50K -31, Self-emp-not-inc,235237, Some-college,10, Married-civ-spouse, Sales, Husband, Black, Male,0,0,60, United-States, >50K -60, Private,227266, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,33, United-States, <=50K -21, Private,146499, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Other-relative, White, Female,0,1579,40, United-States, <=50K -71, Local-gov,337064, Masters,14, Widowed, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -22, Private,141003, Assoc-voc,11, Never-married, Other-service, Own-child, White, Male,0,0,30, United-States, <=50K -50, Local-gov,117791, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -37, Private,172846, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -23, Private,73514, HS-grad,9, Never-married, Adm-clerical, Own-child, Asian-Pac-Islander, Female,0,0,40, Vietnam, <=50K -74, Private,211075, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,30, United-States, <=50K -67, Private,197816, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,1844,70, United-States, <=50K -59, Private,43221, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,43, United-States, >50K -28, Private,183780, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,1740,40, United-States, <=50K -45, Private,26781, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -63, Self-emp-not-inc,271550, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,20, United-States, <=50K -39, Private,250157, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,63, United-States, <=50K -33, State-gov,913447, Some-college,10, Divorced, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -32, Private,153078, Bachelors,13, Never-married, Other-service, Not-in-family, Asian-Pac-Islander, Male,0,0,40, South, <=50K -34, Private,181091, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,45, United-States, >50K -39, Private,231491, HS-grad,9, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,40, United-States, <=50K -29, State-gov,95423, Masters,14, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,36, United-States, <=50K -22, Private,234663, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -53, Private,283602, Bachelors,13, Divorced, Sales, Not-in-family, White, Female,13550,0,43, United-States, >50K -46, Private,328669, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,42, United-States, <=50K -51, Private,143741, Some-college,10, Married-civ-spouse, Other-service, Wife, White, Female,0,0,40, United-States, >50K -44, Private,83508, Prof-school,15, Divorced, Prof-specialty, Not-in-family, White, Female,2354,0,99, United-States, <=50K -56, State-gov,81954, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -27, Private,261375, Bachelors,13, Never-married, Adm-clerical, Own-child, Black, Female,0,0,40, United-States, <=50K -52, Private,310045, 9th,5, Married-spouse-absent, Machine-op-inspct, Not-in-family, Asian-Pac-Islander, Female,0,0,30, China, <=50K -39, Private,316211, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, >50K -45, Federal-gov,88564, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,40, United-States, >50K -37, Private,61299, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -33, Private,113364, HS-grad,9, Divorced, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -35,,476573, HS-grad,9, Never-married,, Not-in-family, White, Female,0,0,4, United-States, <=50K -46, Private,267107, 5th-6th,3, Married-civ-spouse, Craft-repair, Wife, White, Female,0,0,45, Italy, <=50K -35, Private,48123, 12th,8, Married-civ-spouse, Craft-repair, Wife, White, Female,0,0,50, United-States, <=50K -33, Private,214635, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,50, United-States, <=50K -48, Private,115585, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,194141, HS-grad,9, Divorced, Machine-op-inspct, Own-child, White, Male,0,0,50, United-States, <=50K -18,,23233, 10th,6, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -20, Private,89991, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,32, United-States, <=50K -35, Private,101709, HS-grad,9, Never-married, Transport-moving, Own-child, Asian-Pac-Islander, Male,0,0,60, United-States, <=50K -19, Private,237455, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Female,0,0,25, United-States, <=50K -21, Private,206492, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,40,, <=50K -56, Private,28729, 11th,7, Separated, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -28, Private,153475, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,16, El-Salvador, <=50K -45, Private,275517, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Female,0,0,40, United-States, <=50K -32, Private,128002, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,45, United-States, <=50K -44, Private,175485, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,12, United-States, <=50K -55, Private,189664, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -34, Private,209808, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -33, Private,176992, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -36, Private,154669, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Male,0,0,55, United-States, <=50K -25, Private,191271, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -28, Private,375482, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -39, Private,102953, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,7298,0,55, United-States, >50K -53, Private,169182, 10th,6, Married-spouse-absent, Machine-op-inspct, Not-in-family, White, Female,0,0,40, Columbia, <=50K -47, Private,184005, HS-grad,9, Divorced, Exec-managerial, Not-in-family, Amer-Indian-Eskimo, Female,3325,0,45, United-States, <=50K -49, Self-emp-inc,30751, Assoc-voc,11, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,60, United-States, <=50K -22, Private,145477, HS-grad,9, Never-married, Handlers-cleaners, Own-child, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -31, Private,91964, Some-college,10, Never-married, Adm-clerical, Other-relative, White, Male,0,0,40, United-States, <=50K -44, Self-emp-inc,49249, Some-college,10, Divorced, Other-service, Unmarried, White, Male,0,0,80, United-States, <=50K -19, Private,218956, HS-grad,9, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -37, Self-emp-not-inc,241306, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -60,,251572, HS-grad,9, Widowed,, Not-in-family, White, Male,0,0,35, Poland, <=50K -23, Private,319842, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,25, United-States, <=50K -44, Private,332401, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,65, United-States, >50K -54, Local-gov,182388, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,35, United-States, <=50K -23, Private,205939, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,38, United-States, <=50K -21, Private,203914, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,10, United-States, <=50K -19, State-gov,156294, Some-college,10, Never-married, Prof-specialty, Own-child, White, Male,0,0,25, United-States, <=50K -51, Private,254211, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,20, United-States, >50K -41, Private,151504, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,50, United-States, >50K -61, Private,85548, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,15024,0,18, United-States, >50K -19, Self-emp-not-inc,30800, 10th,6, Married-spouse-absent, Adm-clerical, Unmarried, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -22, Private,131230, Bachelors,13, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -22, Private,61850, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -49, Private,227800, 7th-8th,4, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,32, United-States, <=50K -35, Private,133454, 10th,6, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,50, United-States, <=50K -38, Private,104094, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,105422, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -56, Private,142182, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -41, Private,336643, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,80, United-States, <=50K -62, Self-emp-inc,200577, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -27, Private,208703, HS-grad,9, Never-married, Protective-serv, Own-child, White, Male,0,0,40, Japan, <=50K -55,,193895, HS-grad,9, Divorced,, Not-in-family, White, Female,0,0,40, England, <=50K -25, Private,272428, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,4416,0,42, United-States, <=50K -33, Private,56701, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,75, United-States, >50K -26, Private,288592, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -43, Private,266439, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,45, United-States, <=50K -53, Federal-gov,276868, Masters,14, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -43, Private,131435, Bachelors,13, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -56, Private,175127, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,0,0,35, United-States, <=50K -25, Private,277444, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -60, Private,63296, Masters,14, Divorced, Prof-specialty, Other-relative, Black, Male,0,0,40, United-States, <=50K -28, Private,96337, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -21, Private,221955, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, White, Male,0,0,40, Mexico, <=50K -40, Private,197923, Bachelors,13, Never-married, Adm-clerical, Unmarried, Black, Female,2977,0,40, United-States, <=50K -29, Private,632593, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -20, Private,205970, Some-college,10, Never-married, Craft-repair, Own-child, White, Female,0,0,25, United-States, <=50K -25, Private,139730, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,80, United-States, >50K -18, Private,201901, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,10, United-States, <=50K -32, State-gov,230224, Assoc-acdm,12, Married-civ-spouse, Other-service, Husband, White, Male,0,0,35, United-States, <=50K -27, Private,113464, 1st-4th,2, Never-married, Other-service, Own-child, Other, Male,0,0,35, Dominican-Republic, <=50K -48, Private,94461, HS-grad,9, Widowed, Machine-op-inspct, Not-in-family, White, Female,0,0,16, United-States, <=50K -20, Private,271379, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,25, United-States, <=50K -55, Private,231738, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,40, England, <=50K -33, Local-gov,198183, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, >50K -21, State-gov,140764, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,12, United-States, <=50K -43, Self-emp-not-inc,183479, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,30, United-States, <=50K -35, Private,165767, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -39, Local-gov,139364, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,35, United-States, >50K -19, Private,227491, HS-grad,9, Never-married, Sales, Not-in-family, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -25, Private,222254, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Female,0,0,40, United-States, <=50K -44, Private,193494, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,72, United-States, >50K -27, Private,29261, Assoc-acdm,12, Never-married, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -39, Private,174368, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -69, Private,108196, 10th,6, Never-married, Craft-repair, Other-relative, White, Male,0,0,40, United-States, <=50K -34, Private,110622, Bachelors,13, Never-married, Exec-managerial, Not-in-family, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -20,,201680, Some-college,10, Never-married,, Own-child, White, Male,0,0,35, United-States, <=50K -37, Private,130277, 5th-6th,3, Separated, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -43, Local-gov,98130, Bachelors,13, Divorced, Prof-specialty, Own-child, White, Female,0,0,39, United-States, <=50K -62,,235521, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,48, United-States, <=50K -34, State-gov,595000, Masters,14, Married-civ-spouse, Prof-specialty, Wife, Black, Female,0,0,40, United-States, >50K -31, Self-emp-not-inc,349148, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,48, United-States, <=50K -42, State-gov,117583, Doctorate,16, Divorced, Prof-specialty, Not-in-family, White, Female,8614,0,60, United-States, >50K -26, Private,164583, HS-grad,9, Divorced, Sales, Unmarried, White, Female,0,0,30, United-States, <=50K -39, Private,340091, Some-college,10, Separated, Other-service, Unmarried, White, Female,0,0,75, United-States, <=50K -25, Private,49092, Bachelors,13, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -54, Local-gov,186884, Some-college,10, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,30, United-States, <=50K -44, State-gov,167265, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -34, State-gov,34104, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,38, United-States, >50K -21, Self-emp-inc,265116, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -50, Private,128378, 5th-6th,3, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,55,, <=50K -33, Private,158416, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -40, Self-emp-inc,169878, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, >50K -44, Private,296728, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -33, Local-gov,342458, Assoc-acdm,12, Divorced, Protective-serv, Not-in-family, White, Male,0,0,56, United-States, <=50K -21, Local-gov,38771, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -35, Self-emp-not-inc,269300, Bachelors,13, Never-married, Other-service, Not-in-family, Black, Female,0,0,60, United-States, <=50K -43, Private,111483, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,7298,0,40, United-States, >50K -57,,199114, 10th,6, Separated,, Not-in-family, White, Male,0,0,30, United-States, <=50K -51, Local-gov,33863, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, <=50K -29, Private,132874, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -51, Local-gov,277024, HS-grad,9, Separated, Protective-serv, Not-in-family, Black, Male,0,0,40, United-States, <=50K -35, Private,112160, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -18, Private,703067, 11th,7, Never-married, Sales, Own-child, White, Male,0,0,20, United-States, <=50K -58, Private,127264, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -57, Self-emp-inc,257200, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -19, Private,57206, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -37, Private,201319, Some-college,10, Separated, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -38, Private,114079, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,44, United-States, <=50K -45, Private,230979, Some-college,10, Married-spouse-absent, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -27, Private,292472, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,40, Cambodia, >50K -64,,286732, 7th-8th,4, Widowed,, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Local-gov,134444, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,72, United-States, <=50K -30, Private,172403, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,30, United-States, <=50K -46, Private,191357, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -18,,279288, 10th,6, Never-married,, Other-relative, White, Female,0,0,30, United-States, <=50K -60, Private,389254, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -30, Private,303867, HS-grad,9, Separated, Transport-moving, Not-in-family, White, Male,0,0,44, United-States, <=50K -47, Private,164113, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Black, Male,7688,0,40, United-States, >50K -39, Private,111499, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -42, Private,266084, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,7298,0,45, United-States, >50K -27, Private,61580, Some-college,10, Divorced, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -44, Private,231348, Some-college,10, Divorced, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -33, Private,164748, Bachelors,13, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -54, Private,205337, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, >50K -58, Self-emp-not-inc,54566, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,35, United-States, <=50K -45, Private,34419, Bachelors,13, Never-married, Transport-moving, Not-in-family, White, Male,0,0,30, United-States, <=50K -59, Private,116442, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, <=50K -29, Private,290740, Assoc-acdm,12, Never-married, Priv-house-serv, Not-in-family, White, Female,0,0,50, United-States, <=50K -27, Private,255582, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -44, Private,112517, Masters,14, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,20, United-States, >50K -44, Private,169397, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -33, Private,172664, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,70, United-States, >50K -27, Private,329005, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -33, Private,123253, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -55, Private,81865, Assoc-voc,11, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -32, Self-emp-not-inc,173314, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, Other, Male,0,0,60, United-States, <=50K -31, Private,34572, Assoc-voc,11, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,45, United-States, <=50K -57, Self-emp-inc,159028, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,60, United-States, >50K -30, Private,149184, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -78,,363134, HS-grad,9, Widowed,, Not-in-family, White, Female,0,0,1, United-States, <=50K -28, Private,308709, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,48, United-States, <=50K -30, Self-emp-not-inc,257295, Some-college,10, Never-married, Sales, Other-relative, Asian-Pac-Islander, Male,0,2258,40, South, <=50K -29, Private,168479, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -66, Private,142501, HS-grad,9, Never-married, Other-service, Other-relative, Black, Female,0,0,3, United-States, <=50K -60, Private,338345, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -31, Private,177675, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,262617, HS-grad,9, Never-married, Craft-repair, Other-relative, White, Male,2597,0,40, United-States, <=50K -24, Private,200997, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,45, United-States, <=50K -29, Private,176683, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,50, United-States, >50K -44, Private,376072, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,45, United-States, >50K -34, Local-gov,177675, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -59, Private,348430, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,43, United-States, >50K -23, Private,320451, Bachelors,13, Never-married, Exec-managerial, Own-child, Asian-Pac-Islander, Male,0,0,24, United-States, <=50K -23, Private,38151, 11th,7, Never-married, Other-service, Other-relative, White, Male,0,0,40, Philippines, <=50K -55, Local-gov,123382, Assoc-voc,11, Separated, Prof-specialty, Unmarried, Black, Female,0,0,35, United-States, <=50K -39, Self-emp-inc,151029, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -39, Private,484475, 11th,7, Never-married, Craft-repair, Not-in-family, Black, Male,0,0,40, United-States, <=50K -57, Private,329792, 7th-8th,4, Divorced, Transport-moving, Unmarried, White, Male,0,0,75, United-States, <=50K -35, Private,148903, HS-grad,9, Divorced, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -39, Local-gov,301614, Assoc-voc,11, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,48, United-States, >50K -47, Private,176319, HS-grad,9, Married-civ-spouse, Sales, Own-child, White, Female,0,0,38, United-States, >50K -53, State-gov,53197, Doctorate,16, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,50, United-States, >50K -23, Private,291407, Some-college,10, Never-married, Sales, Own-child, Black, Male,0,0,25, United-States, <=50K -35, Private,204527, Masters,14, Never-married, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, >50K -44, Private,476391, Some-college,10, Divorced, Farming-fishing, Not-in-family, White, Female,0,0,40, United-States, <=50K -28, Private,224964, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,25, United-States, <=50K -26, Private,306225, Bachelors,13, Never-married, Exec-managerial, Not-in-family, Asian-Pac-Islander, Female,0,0,40, Poland, <=50K -23, Private,292023, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,45, United-States, <=50K -32, Private,94041, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,25, Ireland, <=50K -49, Self-emp-inc,187563, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, >50K -36, Private,176101, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,2174,0,60, United-States, <=50K -36, Private,749105, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,36, United-States, <=50K -41,,230020, 5th-6th,3, Married-civ-spouse,, Husband, Other, Male,0,0,40, United-States, <=50K -21, Private,216070, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Wife, Amer-Indian-Eskimo, Female,0,0,46, United-States, >50K -54, Self-emp-not-inc,105010, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -43, Private,198203, Some-college,10, Married-spouse-absent, Other-service, Not-in-family, Black, Female,0,0,40, United-States, <=50K -35, Local-gov,215419, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -31, Private,120460, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, >50K -46, Private,199316, Some-college,10, Married-civ-spouse, Craft-repair, Other-relative, Asian-Pac-Islander, Male,0,0,40, India, <=50K -46, Private,146919, HS-grad,9, Separated, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -56, Private,174744, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -45,,189564, Masters,14, Married-civ-spouse,, Wife, White, Female,0,0,1, United-States, <=50K -21, Private,249957, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -51, Private,146574, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -47, State-gov,156417, Some-college,10, Divorced, Prof-specialty, Unmarried, White, Male,0,0,20, United-States, <=50K -42, Private,236110, 5th-6th,3, Married-spouse-absent, Craft-repair, Not-in-family, White, Male,0,0,40, Puerto-Rico, <=50K -19, Private,63363, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,30, United-States, <=50K -25, Private,190107, Bachelors,13, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -37, Private,126569, Masters,14, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,60, United-States, >50K -35, Private,176756, 12th,8, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,40, United-States, <=50K -40, Private,115161, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,30, United-States, <=50K -57, Self-emp-not-inc,138892, 11th,7, Married-civ-spouse, Sales, Husband, White, Male,0,0,15, United-States, <=50K -38, Private,256864, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,50, United-States, >50K -48, Private,265083, 10th,6, Divorced, Sales, Not-in-family, White, Female,0,0,38, United-States, <=50K -34, Private,249948, Some-college,10, Divorced, Other-service, Not-in-family, White, Female,0,0,34, United-States, <=50K -46, Federal-gov,31141, Some-college,10, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Private,164190, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,38,, <=50K -45, State-gov,67544, Masters,14, Divorced, Protective-serv, Not-in-family, White, Male,0,0,50, United-States, <=50K -32, Self-emp-not-inc,174789, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -35, Private,199753, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,48, United-States, <=50K -62, Private,122246, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Female,8614,0,39, United-States, >50K -56,,188166, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -50, Private,96586, Assoc-voc,11, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,189590, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -41, Private,140590, Some-college,10, Never-married, Sales, Not-in-family, Black, Male,0,0,33, United-States, <=50K -35, Private,255702, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,27, United-States, <=50K -33, Private,260782, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,41, United-States, >50K -38, Private,169926, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,1902,40, United-States, >50K -37, State-gov,151322, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -56, Private,192869, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -19, Private,93604, 7th-8th,4, Never-married, Craft-repair, Own-child, White, Male,0,1602,32, United-States, <=50K -31, Private,86958, 9th,5, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, <=50K -53, Local-gov,228723, HS-grad,9, Divorced, Craft-repair, Not-in-family, Other, Male,0,0,40,, >50K -33, Private,192644, HS-grad,9, Separated, Handlers-cleaners, Unmarried, White, Male,0,0,35, Puerto-Rico, <=50K -72, Private,284080, 1st-4th,2, Divorced, Other-service, Not-in-family, Black, Male,0,0,40, United-States, <=50K -54, Private,43269, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, >50K -30, Private,190040, Bachelors,13, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -51, Private,306108, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, >50K -30, Private,220148, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1848,50, United-States, >50K -30, Private,381645, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -32, Private,216361, Some-college,10, Married-civ-spouse, Protective-serv, Husband, Black, Male,0,0,16, United-States, <=50K -30, Private,213722, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,50, United-States, >50K -35, Private,112271, Masters,14, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,208277, Some-college,10, Divorced, Adm-clerical, Own-child, White, Female,0,0,44, United-States, >50K -38, State-gov,352628, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -19, Private,129620, 10th,6, Never-married, Other-service, Other-relative, White, Female,0,0,30, United-States, <=50K -32, Private,249550, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,44, United-States, <=50K -49, Private,178749, Masters,14, Married-spouse-absent, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -76,,173542, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,10, United-States, <=50K -60, Private,167670, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,35, United-States, <=50K -60, Private,81578, 9th,5, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -55, Private,160662, Doctorate,16, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,80, United-States, >50K -41, Private,163322, Bachelors,13, Divorced, Tech-support, Not-in-family, White, Female,0,0,30,, <=50K -24, Private,152189, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -53, Private,106176, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,7298,0,60, United-States, >50K -69, State-gov,159191, Some-college,10, Widowed, Adm-clerical, Not-in-family, White, Female,0,810,38, United-States, <=50K -71,,250263, Some-college,10, Married-civ-spouse,, Husband, White, Male,3432,0,30, United-States, <=50K -41, Private,78410, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -32, Private,131379, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -45, Private,166929, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -59, Private,380357, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -31, Private,79190, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,35, United-States, <=50K -40, Private,342164, HS-grad,9, Separated, Adm-clerical, Unmarried, White, Female,0,0,37, United-States, <=50K -44, Private,182616, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -63, Private,339473, Some-college,10, Divorced, Sales, Not-in-family, White, Female,0,0,60, United-States, <=50K -31, Local-gov,381153, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,15024,0,56, United-States, >50K -51, Private,300816, Bachelors,13, Never-married, Adm-clerical, Unmarried, White, Male,0,0,20, United-States, <=50K -51, Private,240988, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -23, Private,149224, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -49, Private,168216, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,48, United-States, <=50K -56, Private,286487, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,2885,0,45, United-States, <=50K -39, Private,305597, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -39, Self-emp-not-inc,109766, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,50, United-States, >50K -30, Self-emp-not-inc,188798, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -43, Self-emp-not-inc,240170, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, Germany, <=50K -31, Private,459465, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -44, Local-gov,162506, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,35, United-States, <=50K -43, Self-emp-not-inc,145441, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,30, United-States, >50K -37, Federal-gov,129573, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,72,, >50K -41, Private,27444, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,46, United-States, >50K -43, Private,195258, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -47, State-gov,55272, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -38, Self-emp-not-inc,164526, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Male,0,2824,45, United-States, >50K -46, Private,27802, Assoc-voc,11, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -19, State-gov,165289, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -19, Private,274657, 5th-6th,3, Never-married, Other-service, Not-in-family, White, Male,0,0,50, Guatemala, <=50K -24, Private,317175, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -39, Self-emp-inc,163237, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,65, United-States, <=50K -37, Private,170408, Assoc-voc,11, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,30, United-States, <=50K -28,,55950, Bachelors,13, Never-married,, Own-child, Black, Female,0,0,40, Germany, <=50K -40, Private,76625, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -27, Private,366066, Assoc-acdm,12, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -22, Private,349368, HS-grad,9, Never-married, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -21, Private,286824, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,12, United-States, <=50K -32, Private,373263, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, <=50K -20, Private,161978, HS-grad,9, Separated, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -45, Private,543922, Masters,14, Divorced, Transport-moving, Not-in-family, White, Male,14344,0,48, United-States, >50K -46, Local-gov,109089, Prof-school,15, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -46, Private,110151, Assoc-voc,11, Divorced, Exec-managerial, Unmarried, White, Female,0,0,45, United-States, <=50K -26, Private,34110, Some-college,10, Never-married, Protective-serv, Not-in-family, White, Male,0,0,44, United-States, <=50K -47, Self-emp-not-inc,118506, Bachelors,13, Married-civ-spouse, Exec-managerial, Own-child, White, Male,0,0,60, United-States, <=50K -22, Private,117789, Some-college,10, Never-married, Prof-specialty, Own-child, White, Female,0,0,10, United-States, <=50K -34, Self-emp-not-inc,353881, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -49, Private,200471, 1st-4th,2, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Portugal, <=50K -20, Private,258517, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,25, United-States, <=50K -28, Private,190367, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, <=50K -30, Private,174704, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, <=50K -23, Private,179413, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,329530, 9th,5, Never-married, Priv-house-serv, Own-child, White, Male,0,0,40, Mexico, <=50K -31, Private,273818, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,55, Mexico, <=50K -46, Private,256522, 1st-4th,2, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, Puerto-Rico, <=50K -42, Private,196001, HS-grad,9, Separated, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -60, Self-emp-not-inc,282660, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,72630, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -27, Private,50295, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,48, United-States, <=50K -20, Private,203240, 9th,5, Never-married, Sales, Own-child, White, Female,0,0,32, United-States, <=50K -56, Self-emp-not-inc,172618, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,40, United-States, >50K -41, Private,202168, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -61, Private,176839, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -47, Private,176140, HS-grad,9, Divorced, Exec-managerial, Unmarried, Black, Female,0,0,40, United-States, >50K -60, Private,39952, 9th,5, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,2228,0,37, United-States, <=50K -33, Private,292465, 9th,5, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, <=50K -40,,161285, Some-college,10, Married-civ-spouse,, Wife, White, Female,0,0,25, United-States, <=50K -48, Private,355320, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, Canada, >50K -56, Private,182460, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, >50K -50, Private,69345, Assoc-voc,11, Married-civ-spouse, Transport-moving, Husband, White, Male,3103,0,55, United-States, >50K -57, Self-emp-not-inc,102058, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -20, Private,165804, Some-college,10, Never-married, Adm-clerical, Own-child, Other, Female,0,0,40, United-States, <=50K -46, Private,318259, Assoc-voc,11, Divorced, Tech-support, Other-relative, White, Female,0,0,36, United-States, <=50K -21, Private,117606, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -37, Private,170718, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,413297, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,190457, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,30, United-States, <=50K -54, Private,88278, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,50, United-States, >50K -32, Local-gov,217296, HS-grad,9, Married-civ-spouse, Transport-moving, Wife, White, Female,4064,0,22, United-States, <=50K -62,,97231, Some-college,10, Married-civ-spouse,, Wife, White, Female,0,0,1, United-States, <=50K -50, Private,123429, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -49, Federal-gov,420282, Some-college,10, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -48, Private,498325, Assoc-acdm,12, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -24, Private,248533, Some-college,10, Never-married, Sales, Other-relative, Black, Female,0,0,40, United-States, <=50K -46, Private,137354, Masters,14, Married-civ-spouse, Tech-support, Husband, Asian-Pac-Islander, Male,0,0,40, Philippines, >50K -42, Private,272910, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -52, Self-emp-inc,206054, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -58, Local-gov,92141, Assoc-acdm,12, Widowed, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -37, Private,163199, Some-college,10, Divorced, Tech-support, Not-in-family, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -34, Private,195860, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,115717, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,2051,40, United-States, <=50K -18, Private,120029, Some-college,10, Never-married, Adm-clerical, Other-relative, White, Female,0,0,20, United-States, <=50K -33, Private,221762, Some-college,10, Never-married, Prof-specialty, Not-in-family, Black, Male,0,0,40, United-States, <=50K -41, Private,342164, Some-college,10, Divorced, Sales, Not-in-family, White, Female,0,0,15, United-States, <=50K -21, Private,176356, Assoc-acdm,12, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -23, Private,133239, Assoc-voc,11, Never-married, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -26, Federal-gov,169101, Some-college,10, Never-married, Tech-support, Own-child, White, Female,0,0,40, United-States, <=50K -33, Private,159442, Bachelors,13, Married-civ-spouse, Other-service, Wife, White, Female,0,0,40, United-States, <=50K -24, Private,174461, Some-college,10, Never-married, Exec-managerial, Own-child, White, Female,0,0,45, United-States, <=50K -43, Private,361280, 10th,6, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,0,42, China, <=50K -52, State-gov,447579, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, England, <=50K -27,,308995, Some-college,10, Divorced,, Own-child, Black, Female,0,0,40, United-States, <=50K -61, Private,248448, 7th-8th,4, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -35, Private,161141, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,212465, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -45, Self-emp-inc,170871, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,55, United-States, >50K -43, Local-gov,233865, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -51, Private,163052, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -35, Private,348690, Bachelors,13, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -47, Federal-gov,34845, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,45, Germany, >50K -22, Private,206861, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -49, Self-emp-inc,349230, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -20, Private,130840, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,20, United-States, <=50K -19, Private,415354, 10th,6, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -27, Private,132191, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -42, Private,202466, Assoc-acdm,12, Divorced, Prof-specialty, Unmarried, White, Female,0,0,45, United-States, <=50K -27,,224421, Some-college,10, Divorced,, Own-child, White, Male,0,0,40, United-States, <=50K -23, Self-emp-not-inc,236804, Some-college,10, Never-married, Farming-fishing, Own-child, White, Male,0,0,35, United-States, <=50K -20, Private,107658, Some-college,10, Never-married, Tech-support, Not-in-family, White, Female,0,0,10, United-States, <=50K -47, Private,102771, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -17, Private,221403, 12th,8, Never-married, Other-service, Own-child, Black, Male,0,0,18, United-States, <=50K -76,,211574, 10th,6, Married-civ-spouse,, Husband, White, Male,0,0,1, United-States, <=50K -39, Private,52645, Some-college,10, Divorced, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -25, Private,276310, 9th,5, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Mexico, <=50K -31, Private,134613, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Wife, Black, Female,0,0,43, United-States, <=50K -44, Private,215479, HS-grad,9, Divorced, Transport-moving, Not-in-family, Black, Male,0,0,20, Haiti, <=50K -53, Private,266529, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -34, Private,265807, Some-college,10, Separated, Craft-repair, Not-in-family, White, Male,0,0,45, United-States, <=50K -45, Self-emp-not-inc,67716, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -34, Private,178951, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -35, Private,241126, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -36, Private,176544, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,48, United-States, <=50K -45, Private,169180, Some-college,10, Widowed, Other-service, Unmarried, White, Female,0,0,45, United-States, <=50K -37, Self-emp-not-inc,282461, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -53, Private,157069, Assoc-acdm,12, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -35, Private,99357, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,15024,0,50, United-States, >50K -38, Self-emp-not-inc,414991, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,70,, <=50K -65, Self-emp-inc,338316, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -49, Self-emp-not-inc,59612, 10th,6, Divorced, Farming-fishing, Unmarried, White, Male,0,0,70, United-States, <=50K -24, Private,220426, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -54, Private,115912, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -17, Private,27032, 10th,6, Never-married, Sales, Own-child, White, Female,0,0,12, United-States, <=50K -19, Private,170720, 12th,8, Never-married, Other-service, Own-child, White, Male,0,0,16, United-States, <=50K -60, Private,183162, HS-grad,9, Widowed, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -46, Private,192360, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,35, United-States, >50K -78,,165694, Masters,14, Widowed,, Not-in-family, White, Female,0,0,15, United-States, <=50K -26, Private,128553, Some-college,10, Never-married, Exec-managerial, Own-child, Black, Female,0,0,40, United-States, <=50K -58, Private,209423, 1st-4th,2, Married-civ-spouse, Other-service, Husband, White, Male,0,0,38, Cuba, <=50K -37, Self-emp-not-inc,121510, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Male,0,0,55, United-States, <=50K -41, Private,93793, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,38, United-States, >50K -30, Private,133602, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -19, Private,391329, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,30, United-States, <=50K -48, Private,96359, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, Greece, >50K -22, Private,203894, Some-college,10, Never-married, Transport-moving, Not-in-family, White, Female,0,0,24, United-States, <=50K -50, Private,196193, Masters,14, Married-spouse-absent, Prof-specialty, Other-relative, White, Male,0,0,60,, <=50K -25, Private,195994, 1st-4th,2, Never-married, Priv-house-serv, Not-in-family, White, Female,0,0,40, Guatemala, <=50K -18, Private,50879, 10th,6, Never-married, Other-service, Own-child, White, Male,0,0,6, United-States, <=50K -21, Private,186849, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -47, Private,201127, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -33, Private,110998, HS-grad,9, Never-married, Other-service, Other-relative, Amer-Indian-Eskimo, Female,0,0,36, United-States, <=50K -39, Private,190466, HS-grad,9, Divorced, Craft-repair, Own-child, White, Male,2174,0,40, United-States, <=50K -67, Self-emp-not-inc,173935, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,8, United-States, >50K -19, Private,167140, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,1602,24, United-States, <=50K -18, Private,110230, 10th,6, Never-married, Other-service, Own-child, White, Male,0,0,11, United-States, <=50K -36, Private,287658, HS-grad,9, Never-married, Adm-clerical, Own-child, Black, Male,0,0,40, United-States, <=50K -23, Private,224954, Some-college,10, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,25, United-States, <=50K -25,,394820, Some-college,10, Separated,, Unmarried, White, Female,0,0,20, United-States, <=50K -40, Private,37618, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40,, <=50K -73, Self-emp-not-inc,29306, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,37314, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,5013,0,40, United-States, <=50K -31, Private,420749, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -20, Private,482732, 10th,6, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -20, Private,206215, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -27, Private,101364, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, Mexico, <=50K -66, Self-emp-inc,185369, 10th,6, Married-civ-spouse, Sales, Husband, White, Male,0,0,30, United-States, <=50K -66, Private,216856, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -64, Private,256019, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,35, United-States, <=50K -48, Private,348144, Some-college,10, Divorced, Transport-moving, Not-in-family, White, Male,3325,0,53, United-States, <=50K -24, Private,190293, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -51, Self-emp-not-inc,25932, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -25, Private,176729, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, >50K -33, Private,166961, 11th,7, Separated, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -50, Private,86373, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, <=50K -51, Private,320513, 7th-8th,4, Married-spouse-absent, Craft-repair, Not-in-family, Black, Male,0,0,50, Dominican-Republic, <=50K -34, State-gov,190290, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,38, United-States, >50K -41, Local-gov,111891, 7th-8th,4, Never-married, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -30, Self-emp-not-inc,45796, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -59, Private,108496, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,2907,0,40, United-States, <=50K -41, Self-emp-not-inc,120539, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,3103,0,40, United-States, >50K -36, Self-emp-not-inc,164526, Masters,14, Never-married, Sales, Not-in-family, White, Male,10520,0,45, United-States, >50K -37, Private,323155, 1st-4th,2, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,85, Mexico, <=50K -28, Private,65389, HS-grad,9, Never-married, Other-service, Not-in-family, Amer-Indian-Eskimo, Male,0,0,30, United-States, <=50K -19, Private,414871, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -28, Private,161607, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, <=50K -62, Private,224953, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, <=50K -36, Private,261382, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,15024,0,45, United-States, >50K -58, Self-emp-not-inc,231818, 10th,6, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, Greece, <=50K -42, Self-emp-inc,184018, HS-grad,9, Divorced, Sales, Unmarried, White, Male,1151,0,50, United-States, <=50K -43, Self-emp-inc,133060, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,35032, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -32, State-gov,304212, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -64, Local-gov,50442, 9th,5, Never-married, Adm-clerical, Other-relative, White, Male,0,0,40, United-States, <=50K -39, Private,146091, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,20, United-States, >50K -26, Private,267431, Bachelors,13, Never-married, Sales, Own-child, Black, Female,0,0,20, United-States, <=50K -19, Private,121240, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,30, United-States, <=50K -21, Private,192572, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,45, United-States, <=50K -32, Private,211028, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -30, Local-gov,346122, Assoc-acdm,12, Married-civ-spouse, Protective-serv, Husband, White, Male,5013,0,45, United-States, <=50K -26, Private,202203, Bachelors,13, Never-married, Adm-clerical, Other-relative, White, Female,0,0,50, United-States, <=50K -20, Private,159297, Some-college,10, Never-married, Adm-clerical, Own-child, Asian-Pac-Islander, Female,0,0,15, United-States, <=50K -19, Private,310158, Some-college,10, Never-married, Transport-moving, Own-child, White, Male,0,0,30, United-States, <=50K -33, Federal-gov,193246, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,42, United-States, >50K -23, Private,200089, Some-college,10, Married-civ-spouse, Craft-repair, Other-relative, White, Male,0,0,40, El-Salvador, <=50K -29, Private,38353, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -42, Private,76280, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, <=50K -30, Self-emp-not-inc,243665, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -63, Private,68872, HS-grad,9, Married-civ-spouse, Transport-moving, Wife, Asian-Pac-Islander, Female,0,0,20, United-States, <=50K -34, Private,103596, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -60, Self-emp-not-inc,88055, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,24, United-States, <=50K -48, Private,186203, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,50, United-States, <=50K -25, Private,257910, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -27, Private,200227, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Wife, Black, Female,0,0,40, United-States, <=50K -55, Self-emp-not-inc,124975, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,27828,0,55, United-States, >50K -32, Private,227669, Some-college,10, Never-married, Machine-op-inspct, Own-child, Black, Female,0,0,40, United-States, <=50K -22, Private,117210, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,25, Greece, <=50K -25, Private,76144, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -18, Private,98667, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,16, United-States, <=50K -24, Local-gov,155818, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,44, United-States, <=50K -29, Private,283760, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -73,,281907, 11th,7, Married-civ-spouse,, Husband, White, Male,0,0,3, United-States, <=50K -39, Private,186183, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -33, Self-emp-inc,202153, Masters,14, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -57, Private,365683, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, >50K -22, Private,187538, 10th,6, Separated, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -33,,209432, HS-grad,9, Separated,, Unmarried, White, Female,0,0,20, United-States, <=50K -33, Private,126950, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -42, Private,110028, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -43, Private,104660, Bachelors,13, Separated, Prof-specialty, Unmarried, White, Male,0,0,45, United-States, <=50K -57, Self-emp-not-inc,437281, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,38, United-States, >50K -42, Private,259643, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Male,4650,0,40, United-States, <=50K -22, Private,217961, Some-college,10, Never-married, Transport-moving, Own-child, White, Male,0,1719,30, United-States, <=50K -21,,134746, Some-college,10, Never-married,, Own-child, White, Female,0,0,35, United-States, <=50K -42, Self-emp-not-inc,120539, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -39, Private,25803, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, <=50K -41, Private,63596, Some-college,10, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,32, United-States, >50K -20, Local-gov,325493, HS-grad,9, Never-married, Handlers-cleaners, Own-child, Black, Male,0,0,40, United-States, <=50K -47, Private,211239, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -44, Private,206686, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -29, Private,427965, Bachelors,13, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -52, Private,218550, Some-college,10, Married-spouse-absent, Adm-clerical, Not-in-family, White, Female,14084,0,16, United-States, >50K -71, Private,163385, Some-college,10, Widowed, Sales, Not-in-family, White, Male,0,0,35, United-States, >50K -52, Private,124993, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,55, United-States, <=50K -36, Private,107410, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -53, Private,152373, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,48, United-States, >50K -37, Private,161226, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,30, United-States, >50K -26, Private,213799, 10th,6, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -34, Private,204461, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, >50K -35, Private,377798, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, >50K -20, Private,116375, 9th,5, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -34, Local-gov,210164, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1740,40, United-States, <=50K -56, Self-emp-not-inc,258752, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -39, Private,327435, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,36, United-States, >50K -24, Private,301199, Some-college,10, Never-married, Tech-support, Own-child, White, Female,0,0,20, United-States, <=50K -24, Private,186221, 11th,7, Divorced, Sales, Unmarried, White, Female,0,0,35, United-States, <=50K -23, Private,203924, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -27, Private,192236, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,45, United-States, <=50K -25, Private,152035, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -29, Private,201454, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -42, Private,156580, Some-college,10, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,37, United-States, >50K -51, Private,115851, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,106753, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1740,40, United-States, <=50K -59, Private,359292, 1st-4th,2, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Mexico, <=50K -29, Private,83003, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,40, United-States, <=50K -18, Private,78817, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -24, Private,200967, HS-grad,9, Married-civ-spouse, Craft-repair, Wife, White, Female,0,0,36, United-States, <=50K -38, State-gov,107164, Some-college,10, Separated, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -36, Private,189674, HS-grad,9, Never-married, Priv-house-serv, Unmarried, Black, Female,0,0,28,, <=50K -34, Self-emp-not-inc,90614, HS-grad,9, Separated, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -42, Self-emp-not-inc,323790, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,70, United-States, >50K -45, Self-emp-not-inc,242552, 12th,8, Divorced, Craft-repair, Other-relative, Black, Male,0,0,35, United-States, <=50K -21, Private,90935, Assoc-voc,11, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -64, Self-emp-inc,165667, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,60, Canada, >50K -32, Private,162604, HS-grad,9, Never-married, Machine-op-inspct, Other-relative, Black, Male,0,0,40, United-States, <=50K -45, Private,205424, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, >50K -53, Private,97411, 5th-6th,3, Married-civ-spouse, Machine-op-inspct, Husband, Asian-Pac-Islander, Male,0,0,40, Laos, <=50K -42, Private,184857, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,16, United-States, <=50K -32, Private,165226, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -49, Private,115784, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -62, Private,368476, 5th-6th,3, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,24, Mexico, <=50K -28, Private,53063, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -29,,134566, Doctorate,16, Married-civ-spouse,, Husband, White, Male,0,0,50, United-States, >50K -32, Private,153471, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,35, United-States, <=50K -37, Self-emp-inc,107164, 10th,6, Never-married, Transport-moving, Not-in-family, White, Male,0,2559,50, United-States, >50K -38, Private,180303, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,50, Japan, >50K -44, Local-gov,236321, HS-grad,9, Divorced, Transport-moving, Own-child, White, Male,0,0,25, United-States, <=50K -19, Private,141868, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -22,,367655, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -24, Private,203518, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -58, Private,119558, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -56, Private,108276, Bachelors,13, Widowed, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -37, Private,385452, 10th,6, Divorced, Craft-repair, Unmarried, White, Female,0,0,40, United-States, <=50K -43, Private,162003, Some-college,10, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -32, Private,349028, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,45114, Bachelors,13, Never-married, Sales, Own-child, Black, Female,0,0,40, United-States, <=50K -44, Private,112797, 9th,5, Divorced, Other-service, Own-child, White, Female,0,0,50, United-States, <=50K -28, Private,183639, HS-grad,9, Never-married, Handlers-cleaners, Unmarried, White, Male,0,0,40, United-States, <=50K -35, Private,177121, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,35, United-States, <=50K -38, Private,239755, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,150361, Some-college,10, Never-married, Tech-support, Own-child, White, Female,0,0,40, United-States, <=50K -20, Private,293091, 11th,7, Never-married, Transport-moving, Own-child, White, Male,0,0,60, United-States, <=50K -24, Private,200089, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, Mexico, >50K -40, Private,91836, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,45, United-States, <=50K -23, Private,324960, HS-grad,9, Never-married, Craft-repair, Other-relative, White, Male,0,0,40, United-States, <=50K -79, Local-gov,84616, 11th,7, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,7, United-States, <=50K -44, Private,252930, 10th,6, Divorced, Adm-clerical, Unmarried, Other, Female,0,0,42, United-States, <=50K -51, Private,44000, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,99999,0,50, United-States, >50K -30, Private,154843, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -52, Private,99307, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,3103,0,48, United-States, >50K -41, Private,182567, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40,, >50K -33, Private,93206, 5th-6th,3, Married-civ-spouse, Farming-fishing, Husband, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -50, Private,100109, Bachelors,13, Divorced, Exec-managerial, Unmarried, White, Male,0,0,45, United-States, >50K -51, Private,114927, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,7298,0,40, United-States, >50K -41, Private,121287, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Private,189916, Bachelors,13, Married-civ-spouse, Sales, Wife, White, Female,0,0,30, United-States, >50K -34, Private,157747, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,40, United-States, >50K -28, Private,39232, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,45, United-States, <=50K -31, Self-emp-inc,133861, Assoc-voc,11, Divorced, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -22, Private,505980, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -67,,183374, HS-grad,9, Widowed,, Not-in-family, White, Female,2329,0,15, United-States, <=50K -65, Private,193216, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,9386,0,40, United-States, >50K -39, Self-emp-not-inc,140752, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -23, Private,549349, Some-college,10, Never-married, Tech-support, Own-child, White, Male,0,0,40, United-States, <=50K -29, Self-emp-not-inc,179008, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -57, Self-emp-not-inc,190554, 10th,6, Divorced, Exec-managerial, Own-child, White, Male,0,0,60, United-States, >50K -47, Private,80924, Some-college,10, Widowed, Other-service, Not-in-family, White, Female,0,0,35, United-States, <=50K -51, Local-gov,319054, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,60, United-States, <=50K -34, Private,297094, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,0,0,40, United-States, <=50K -52, Private,170562, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -29, Private,240738, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -29, Private,297544, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -25, Local-gov,169905, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,149637, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Private,182526, Bachelors,13, Married-spouse-absent, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -55, Self-emp-not-inc,158315, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -61, Self-emp-inc,227232, Bachelors,13, Separated, Sales, Not-in-family, White, Female,0,0,30, United-States, <=50K -34, Private,96483, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, Asian-Pac-Islander, Female,8614,0,60, United-States, >50K -41, Private,286970, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -27, Local-gov,223529, Assoc-voc,11, Never-married, Adm-clerical, Own-child, White, Male,0,0,43, United-States, <=50K -78, Self-emp-not-inc,316261, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,99999,0,20, United-States, >50K -40, Private,170214, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -26, Self-emp-not-inc,224361, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,75, United-States, <=50K -43, Private,124919, HS-grad,9, Married-civ-spouse, Other-service, Husband, Asian-Pac-Islander, Male,0,0,60, Japan, <=50K -55,,103654, HS-grad,9, Widowed,, Not-in-family, White, Female,0,0,20, United-States, <=50K -25, Private,306352, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, Mexico, <=50K -26, Self-emp-not-inc,227858, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,48, United-States, <=50K -43, Self-emp-inc,150533, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,68, United-States, >50K -25, Private,144478, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,40, Poland, <=50K -22, Private,254547, Some-college,10, Never-married, Adm-clerical, Other-relative, Black, Female,0,0,30, Jamaica, <=50K -52, Self-emp-not-inc,313243, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, >50K -61, Private,149981, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,2414,0,5, United-States, <=50K -42, Private,125461, Bachelors,13, Never-married, Sales, Unmarried, White, Male,0,0,40, United-States, <=50K -21, Private,306967, Assoc-voc,11, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -44, Private,192976, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -65, Private,192133, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,2290,0,40, Greece, <=50K -56,,131608, HS-grad,9, Divorced,, Not-in-family, White, Male,0,0,10, United-States, <=50K -33, Federal-gov,339388, Assoc-acdm,12, Divorced, Other-service, Unmarried, White, Male,0,0,40, United-States, <=50K -22, Private,203240, 10th,6, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -43, Private,83827, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,24, United-States, <=50K -45, Self-emp-inc,160440, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,42, United-States, <=50K -42, Private,108502, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,42, United-States, <=50K -37, Private,410913, HS-grad,9, Married-spouse-absent, Farming-fishing, Unmarried, Other, Male,0,0,40, Mexico, <=50K -56, Private,193818, 9th,5, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -35,,163582, 10th,6, Divorced,, Unmarried, White, Female,0,0,16,, <=50K -40, Private,103789, Assoc-acdm,12, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,32, United-States, <=50K -31, Private,34572, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, <=50K -26, Private,43408, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -26, State-gov,105787, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -42, Self-emp-inc,90693, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,70, United-States, <=50K -45, Self-emp-not-inc,285575, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,40, China, <=50K -47, Local-gov,56482, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, Black, Male,7688,0,50, United-States, >50K -22, Private,496025, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Mexico, <=50K -33, Private,382764, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -37, Private,259284, HS-grad,9, Never-married, Transport-moving, Not-in-family, Black, Male,0,0,50, United-States, <=50K -48, Self-emp-not-inc,185385, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,98, United-States, <=50K -57, Self-emp-not-inc,286836, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,8, United-States, <=50K -47, Private,139145, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,60, United-States, <=50K -58, Local-gov,44246, 9th,5, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -55, Private,169611, 11th,7, Widowed, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -52, Private,133403, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, <=50K -29, Private,187327, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -42, Private,180032, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -23, Private,46561, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,60, United-States, <=50K -23, Private,86065, 12th,8, Never-married, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -46, Self-emp-not-inc,256014, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -30, Private,188403, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -43, Self-emp-not-inc,396758, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,1887,70, United-States, >50K -25, Private,60485, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,30, United-States, <=50K -32, Private,271276, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,80, United-States, >50K -56, Private,229525, 9th,5, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, <=50K -33, Private,34574, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,43, United-States, <=50K -19, State-gov,112432, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,10, United-States, <=50K -20, Private,105312, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,18, United-States, <=50K -34, Private,221396, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,304872, 9th,5, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -55, Self-emp-not-inc,319733, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -55, Private,176012, 9th,5, Married-civ-spouse, Tech-support, Wife, White, Female,0,0,23, United-States, <=50K -31, Private,213750, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,45, United-States, <=50K -30, Private,248384, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -31, Private,351187, HS-grad,9, Divorced, Other-service, Unmarried, White, Male,0,0,40, United-States, <=50K -51, Private,138179, HS-grad,9, Separated, Machine-op-inspct, Not-in-family, White, Male,0,1876,40, United-States, <=50K -59, Private,50223, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -58, Private,117477, HS-grad,9, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,36, United-States, <=50K -40, Private,194360, 9th,5, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -54, Private,118108, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -25, Local-gov,90730, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,40, United-States, >50K -18, Self-emp-inc,38307, 11th,7, Never-married, Farming-fishing, Own-child, White, Male,0,0,30, United-States, <=50K -41, Private,116391, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -57, Private,210496, 10th,6, Widowed, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -37, Private,168475, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -46, Private,174386, HS-grad,9, Never-married, Other-service, Unmarried, White, Female,0,0,24, United-States, <=50K -39, Private,166744, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,38, United-States, <=50K -19, Private,375114, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Female,0,0,40, United-States, <=50K -41, Private,373469, Assoc-acdm,12, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -54, Private,339667, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,41, United-States, <=50K -39, Private,91711, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -41, Private,82049, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -26, Private,236242, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,30, United-States, <=50K -57, Self-emp-inc,140319, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,50, United-States, <=50K -33, Local-gov,34080, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -56, Private,204816, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -60, Private,187124, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,72310, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,70, United-States, <=50K -58, Private,175127, 12th,8, Married-civ-spouse, Transport-moving, Other-relative, White, Male,0,0,40, United-States, <=50K -48, Federal-gov,205707, Masters,14, Married-spouse-absent, Exec-managerial, Not-in-family, White, Female,10520,0,50, United-States, >50K -45, Local-gov,236586, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,55, United-States, >50K -18, Private,71792, HS-grad,9, Never-married, Sales, Own-child, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -56, Private,87584, HS-grad,9, Widowed, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -48, Self-emp-inc,136878, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, >50K -40, Private,287983, Bachelors,13, Never-married, Tech-support, Not-in-family, Asian-Pac-Islander, Female,0,2258,48, Philippines, <=50K -38, Private,110607, HS-grad,9, Divorced, Other-service, Not-in-family, White, Male,0,0,32, United-States, <=50K -58, Private,109015, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -23, Private,235071, Some-college,10, Never-married, Exec-managerial, Own-child, White, Male,0,0,50, United-States, <=50K -63, Private,88653, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40,, <=50K -51, Private,332243, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,45, United-States, <=50K -22,,291547, 5th-6th,3, Married-civ-spouse,, Wife, Other, Female,0,0,40, Mexico, <=50K -44, Private,45093, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,70, United-States, <=50K -46, Federal-gov,161337, Some-college,10, Divorced, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -64, State-gov,211222, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,295117, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,40, England, >50K -31, Private,206541, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,238415, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -21, Private,29810, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,50, United-States, <=50K -30, Private,108023, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,114324, Assoc-voc,11, Never-married, Other-service, Not-in-family, Black, Female,0,0,40, United-States, <=50K -54, Private,172281, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,2051,50, United-States, <=50K -59, Local-gov,197290, 9th,5, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -28, Local-gov,191177, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,20, United-States, >50K -57, Private,562558, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -44, Private,79531, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -53, Self-emp-inc,157881, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,60, United-States, <=50K -58, Self-emp-not-inc,204816, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -19, Private,185695, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -39, Self-emp-inc,167482, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -31, Self-emp-inc,83748, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, Asian-Pac-Islander, Female,0,0,70, South, <=50K -27, Private,39232, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -46, Local-gov,236827, 9th,5, Separated, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -37, Self-emp-not-inc,154410, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -27, Private,135308, Bachelors,13, Never-married, Sales, Not-in-family, Black, Female,0,0,40, United-States, <=50K -33, Private,204042, Some-college,10, Never-married, Transport-moving, Not-in-family, White, Male,0,0,55, United-States, <=50K -20, Private,308239, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,16, United-States, <=50K -55, Private,183884, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,45, United-States, <=50K -39, Private,98948, Assoc-acdm,12, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -41, Private,141642, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -30, Private,162623, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -39, Self-emp-inc,186934, Bachelors,13, Married-spouse-absent, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -28, Private,179512, HS-grad,9, Separated, Exec-managerial, Unmarried, White, Female,0,0,50, United-States, <=50K -25, Private,391192, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,24, United-States, <=50K -31, Private,87054, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -51, Private,30008, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -24, Private,113466, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -70, Private,642830, HS-grad,9, Divorced, Protective-serv, Not-in-family, White, Female,0,0,32, United-States, <=50K -23, Private,182117, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -61, Private,162432, HS-grad,9, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -45, Self-emp-not-inc,242184, 7th-8th,4, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -47, Private,170850, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,4064,0,60, United-States, <=50K -56, Private,435022, Some-college,10, Divorced, Other-service, Not-in-family, White, Female,0,0,50, United-States, <=50K -79, Private,120707, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,20051,0,35, El-Salvador, >50K -20, Private,170800, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,15, United-States, <=50K -30, Private,268575, HS-grad,9, Never-married, Craft-repair, Unmarried, Asian-Pac-Islander, Male,0,0,40, Vietnam, <=50K -27, Private,269354, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,25,, <=50K -40, Private,224232, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -60,,153072, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,5, United-States, <=50K -58, Private,177368, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -71, Self-emp-not-inc,163293, Prof-school,15, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,2, United-States, <=50K -50, Private,178530, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -29, Local-gov,183523, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, Iran, <=50K -33, Private,207267, 10th,6, Separated, Other-service, Unmarried, White, Female,3418,0,35, United-States, <=50K -60, State-gov,27037, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, >50K -33, Private,176711, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,50, United-States, <=50K -43, Private,163215, Bachelors,13, Married-civ-spouse, Other-service, Wife, White, Female,0,0,35,, >50K -33, Private,394727, 10th,6, Never-married, Handlers-cleaners, Unmarried, Black, Male,0,0,40, United-States, <=50K -33, Private,195488, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,52, United-States, <=50K -32, State-gov,443546, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,45, United-States, <=50K -21, Private,121023, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,9, United-States, <=50K -38, Private,51838, HS-grad,9, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, <=50K -38, Private,258888, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,35, United-States, >50K -39, State-gov,189385, Some-college,10, Separated, Exec-managerial, Unmarried, Black, Female,0,0,30, United-States, <=50K -17, Private,198146, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,15, United-States, <=50K -21, Private,337766, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,210525, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,20, United-States, >50K -42, Private,185602, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, >50K -36, Private,173804, 11th,7, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -32, Private,251243, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, >50K -37, Self-emp-not-inc,415847, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -28, Private,119793, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -37, Private,181705, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -50, Private,182360, HS-grad,9, Separated, Prof-specialty, Unmarried, Other, Female,0,0,60, Puerto-Rico, <=50K -49, Private,61885, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,146520, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -40, Private,323790, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -49, Private,146268, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -35, Federal-gov,287031, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Male,8614,0,40, United-States, >50K -33, Local-gov,292217, HS-grad,9, Divorced, Protective-serv, Unmarried, White, Male,0,0,40, United-States, <=50K -24, Private,88126, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -41, Private,143046, Masters,14, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -43, Private,401623, Some-college,10, Married-civ-spouse, Tech-support, Husband, Black, Male,0,0,40, Jamaica, >50K -36, Self-emp-not-inc,283122, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,1902,60, United-States, >50K -84, Self-emp-not-inc,155057, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,20, United-States, <=50K -23, Private,260254, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -41, Private,152292, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -55, Self-emp-inc,138594, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,45, United-States, >50K -30, Self-emp-not-inc,523095, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,45, United-States, <=50K -46, Private,175262, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Husband, Asian-Pac-Islander, Male,0,0,40, India, <=50K -55, Private,323706, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,40, United-States, >50K -34, Private,316470, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -54, Self-emp-not-inc,163815, Masters,14, Divorced, Sales, Not-in-family, White, Male,0,0,60, United-States, <=50K -27, Private,72208, Some-college,10, Never-married, Adm-clerical, Own-child, Black, Male,0,0,40, United-States, <=50K -52, Local-gov,74784, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -36, Private,383518, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, Black, Female,99999,0,40, United-States, >50K -25, Self-emp-not-inc,266668, HS-grad,9, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -52, Private,347519, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -24, Private,336088, HS-grad,9, Divorced, Exec-managerial, Not-in-family, Amer-Indian-Eskimo, Female,0,0,50, United-States, <=50K -36, Private,190350, HS-grad,9, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -31, Private,204052, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -66,,31362, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,20, United-States, <=50K -90, Self-emp-not-inc,155981, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,10566,0,50, United-States, <=50K -67, Private,195161, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,20051,0,60, United-States, >50K -22, Self-emp-inc,269583, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,2580,0,40, United-States, <=50K -47, Private,26994, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,35, United-States, <=50K -32, Private,116539, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1887,55, United-States, >50K -55, Self-emp-not-inc,189933, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -32, Private,101283, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Female,0,0,35, United-States, <=50K -48, Private,113598, Some-college,10, Separated, Adm-clerical, Other-relative, Black, Female,0,0,40, United-States, <=50K -21, Private,188793, HS-grad,9, Married-civ-spouse, Sales, Husband, Other, Male,0,0,35, United-States, <=50K -33, Private,109996, Assoc-acdm,12, Married-spouse-absent, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -27, Private,195681, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,48,, <=50K -47, Private,436770, Assoc-voc,11, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -18, Private,84253, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,24, United-States, <=50K -44, Self-emp-inc,383493, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, >50K -23, Private,216867, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,37, Mexico, <=50K -18, Private,401051, 10th,6, Never-married, Sales, Own-child, White, Female,0,0,35, United-States, <=50K -56, Private,83196, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -24, Private,325596, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Male,0,0,35, United-States, <=50K -43, Private,187322, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -23, Private,193949, Bachelors,13, Never-married, Sales, Own-child, White, Female,0,0,60, United-States, <=50K -26, Private,133373, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,42, United-States, <=50K -42, Private,113324, HS-grad,9, Widowed, Sales, Unmarried, White, Male,0,0,40, United-States, <=50K -23, Private,178818, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -53, Self-emp-not-inc,152810, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,335997, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,4386,0,55, United-States, >50K -40, Private,436493, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,25, United-States, <=50K -27, Private,704108, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -24, Local-gov,150084, Some-college,10, Separated, Protective-serv, Not-in-family, White, Male,0,0,60, United-States, <=50K -42, Private,341204, HS-grad,9, Divorced, Craft-repair, Other-relative, White, Female,0,0,40, United-States, <=50K -41, Private,187336, HS-grad,9, Separated, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -23, Private,204209, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,10, United-States, <=50K -42, Self-emp-not-inc,206066, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,65, United-States, <=50K -38, Private,63509, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -63, Self-emp-not-inc,391121, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,30, United-States, <=50K -31, Private,56026, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -18, Self-emp-not-inc,60981, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,4, United-States, <=50K -21, Private,228255, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,30, United-States, <=50K -24, Private,86745, Bachelors,13, Married-civ-spouse, Prof-specialty, Other-relative, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -55, Private,234327, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,59948, 9th,5, Never-married, Adm-clerical, Unmarried, Black, Female,114,0,20, United-States, <=50K -31, Private,137814, Some-college,10, Divorced, Sales, Own-child, White, Female,0,0,30, United-States, <=50K -23, Private,167692, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -35, Private,245090, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Mexico, <=50K -51, Self-emp-not-inc,256963, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -19, Private,160033, Some-college,10, Never-married, Protective-serv, Own-child, White, Female,0,0,30, United-States, <=50K -38, Local-gov,289430, HS-grad,9, Divorced, Protective-serv, Not-in-family, White, Male,0,0,56, United-States, <=50K -52, Local-gov,305053, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,2051,40, United-States, <=50K -70, Self-emp-not-inc,172370, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,25, United-States, <=50K -53, Private,320510, 10th,6, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -59, Private,171355, Doctorate,16, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -39, Private,65027, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,43, United-States, <=50K -18, Private,215190, 12th,8, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -41,,149385, HS-grad,9, Never-married,, Not-in-family, White, Female,0,0,30, United-States, <=50K -19,,169324, Some-college,10, Never-married,, Own-child, White, Male,0,0,10, United-States, <=50K -24, Private,138938, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -25, Private,557082, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,38, United-States, <=50K -32, Private,273287, Some-college,10, Never-married, Exec-managerial, Not-in-family, Black, Male,0,0,40, Jamaica, <=50K -34, Self-emp-not-inc,77209, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,1902,60, United-States, >50K -35, Private,317153, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -50, Private,95469, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,7298,0,45, United-States, >50K -18, Private,302859, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,20, United-States, <=50K -37, Private,333651, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,42, United-States, <=50K -30, Private,177596, Some-college,10, Never-married, Other-service, Unmarried, White, Female,0,0,36, United-States, <=50K -40, Self-emp-inc,157240, Masters,14, Married-civ-spouse, Exec-managerial, Wife, White, Female,15024,0,30, Iran, >50K -22, Private,184779, HS-grad,9, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -50, Local-gov,138358, Some-college,10, Separated, Other-service, Unmarried, Black, Female,0,0,28, United-States, <=50K -70, Private,176285, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,23, United-States, <=50K -43, Private,102180, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -77, Self-emp-not-inc,209507, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Self-emp-not-inc,229741, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,324546, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,39, United-States, <=50K -51, Private,337195, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,1902,50, United-States, >50K -58, State-gov,194068, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,50, United-States, >50K -22, Private,250647, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,12, United-States, <=50K -33, Private,477106, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, <=50K -27, Private,104329, 11th,7, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,224566, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,60, United-States, <=50K -32, Private,169841, Some-college,10, Divorced, Sales, Not-in-family, White, Female,0,0,55, United-States, <=50K -41, Private,42563, Bachelors,13, Married-civ-spouse, Tech-support, Wife, White, Female,0,0,25, United-States, >50K -37, Private,31368, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -17, Private,132755, 11th,7, Never-married, Sales, Own-child, White, Male,0,0,15, United-States, <=50K -50, Private,279129, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,55, United-States, >50K -31,,86143, HS-grad,9, Married-civ-spouse,, Husband, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -54, State-gov,44172, HS-grad,9, Separated, Exec-managerial, Unmarried, White, Female,0,0,38, United-States, <=50K -23, State-gov,93076, HS-grad,9, Never-married, Other-service, Own-child, Black, Male,0,0,40, United-States, <=50K -40, Private,146653, Bachelors,13, Divorced, Adm-clerical, Unmarried, White, Female,0,0,20, United-States, <=50K -29, Private,221366, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,5013,0,40, Germany, <=50K -38, Private,189404, HS-grad,9, Married-spouse-absent, Other-service, Not-in-family, White, Male,0,0,35,, <=50K -30, Private,172304, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, <=50K -20, Private,116666, Some-college,10, Never-married, Sales, Own-child, Asian-Pac-Islander, Male,0,0,8, India, <=50K -43, Self-emp-not-inc,64112, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -25, Private,55718, Some-college,10, Never-married, Tech-support, Own-child, White, Male,0,0,25, United-States, <=50K -39, Private,126675, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -48, Private,102112, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -41, Self-emp-not-inc,226505, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -24, Private,211527, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,30, United-States, <=50K -20, Private,175069, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, Yugoslavia, <=50K -25, Private,25249, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -57, Private,73411, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -39, Private,207185, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,35, Puerto-Rico, >50K -66, Private,127139, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -34, Private,41809, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -36, Private,297449, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Male,14084,0,40, United-States, >50K -46, Private,141483, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, United-States, <=50K -42, Local-gov,117227, Masters,14, Divorced, Prof-specialty, Unmarried, White, Female,0,0,45, United-States, <=50K -46, Private,377401, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,1902,70, Canada, >50K -34, Local-gov,167063, HS-grad,9, Never-married, Protective-serv, Own-child, White, Male,0,0,40, United-States, <=50K -43, Private,253759, Some-college,10, Married-civ-spouse, Tech-support, Wife, Black, Female,0,0,40, United-States, <=50K -42, Private,183096, Some-college,10, Divorced, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -31, Private,269654, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,48, United-States, <=50K -70,,293076, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,30, United-States, <=50K -32, Private,34104, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -46, Federal-gov,80057, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, Germany, >50K -42, Self-emp-inc,369781, 7th-8th,4, Divorced, Craft-repair, Unmarried, White, Male,0,0,25, United-States, <=50K -21, Private,223811, Assoc-voc,11, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -24, Private,163053, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -23, Private,189461, HS-grad,9, Never-married, Sales, Other-relative, White, Male,0,0,55, United-States, <=50K -50, Local-gov,145166, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,7298,0,40, United-States, >50K -37, Private,86310, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,45, United-States, <=50K -19,,263224, 11th,7, Never-married,, Unmarried, White, Female,0,0,30, United-States, <=50K -44, Federal-gov,280362, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -29, Private,301031, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, <=50K -30, Private,74966, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,24, United-States, <=50K -36, Private,254493, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,44, United-States, <=50K -49, Self-emp-not-inc,204241, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,45, United-States, <=50K -29, Private,225024, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -45, Local-gov,148222, HS-grad,9, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -75, State-gov,113868, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,20, United-States, >50K -42, Private,132633, HS-grad,9, Never-married, Priv-house-serv, Not-in-family, White, Female,0,0,40,, <=50K -37, Private,44780, Assoc-acdm,12, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -51, Private,86373, Bachelors,13, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,25, United-States, <=50K -61, Local-gov,176753, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,48, United-States, <=50K -33, Private,164707, Assoc-acdm,12, Never-married, Exec-managerial, Unmarried, White, Female,2174,0,55,, <=50K -50, Local-gov,370733, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,40, United-States, <=50K -59, Private,216851, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -25, Private,137951, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Female,0,0,30, United-States, <=50K -22, Private,185279, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,16, United-States, <=50K -56, Private,159724, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -44, Private,103233, Bachelors,13, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -35, Private,63509, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -57, Private,174353, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -47, Self-emp-not-inc,168109, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,15024,0,50, United-States, >50K -27, Private,159724, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -50, Self-emp-not-inc,105010, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,2051,20, United-States, <=50K -30, Private,179112, Bachelors,13, Never-married, Prof-specialty, Own-child, Black, Male,0,0,40,, <=50K -46, Private,364913, 11th,7, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, <=50K -48, Self-emp-inc,155664, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -61, Private,230568, Bachelors,13, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, >50K -33, Private,86492, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,87, United-States, <=50K -40, Private,71305, HS-grad,9, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,40, United-States, <=50K -58, Self-emp-inc,189933, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,65, United-States, >50K -46, Self-emp-inc,191978, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,2392,50, United-States, >50K -35, Private,38948, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -51, Self-emp-inc,139127, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Female,0,0,50, United-States, <=50K -37, Private,301568, 12th,8, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -64, Private,149044, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,2057,60, China, <=50K -41, Private,197344, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,54, United-States, <=50K -18, Private,32244, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,594,0,30, United-States, <=50K -44, Self-emp-not-inc,315406, 11th,7, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,88, United-States, <=50K -41, State-gov,47170, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, Amer-Indian-Eskimo, Female,0,0,48, United-States, >50K -33, State-gov,208785, Some-college,10, Separated, Prof-specialty, Not-in-family, White, Male,10520,0,40, United-States, >50K -37, Private,196338, 9th,5, Separated, Priv-house-serv, Unmarried, White, Female,0,0,16, Mexico, <=50K -34, Private,269243, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -24, Federal-gov,215115, Bachelors,13, Never-married, Tech-support, Own-child, White, Female,0,0,40,, <=50K -20, Private,117767, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -38, Private,176101, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,138283, Assoc-voc,11, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -20, Self-emp-not-inc,132320, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,45, United-States, <=50K -22, Federal-gov,471452, Bachelors,13, Never-married, Tech-support, Own-child, White, Male,0,0,8, United-States, <=50K -55, Private,147653, Bachelors,13, Divorced, Adm-clerical, Unmarried, White, Female,0,0,73, United-States, <=50K -20, Private,49179, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,35, United-States, <=50K -26, Private,174921, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -20, Self-emp-inc,95997, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Male,0,0,70, United-States, <=50K -40, Private,247245, 9th,5, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -33, Private,67072, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -54,,95329, Some-college,10, Divorced,, Own-child, White, Male,0,0,50, United-States, <=50K -24, Private,107882, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -25, Private,241825, Some-college,10, Never-married, Exec-managerial, Own-child, White, Male,0,0,46, United-States, <=50K -18, Private,79443, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,8, United-States, <=50K -49, Self-emp-not-inc,233059, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -17, Private,226980, 12th,8, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,17, United-States, <=50K -34, Self-emp-not-inc,181087, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -37, Private,305597, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -49, Federal-gov,311671, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -74, Private,129879, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,15831,0,40, United-States, >50K -37, Private,83375, HS-grad,9, Divorced, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K -20, Private,115824, 11th,7, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,1573,40, United-States, <=50K -40, Private,141657, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,35, United-States, >50K -34, Private,50276, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,27828,0,40, United-States, >50K -30, Private,177216, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,1740,40, Haiti, <=50K -44, Private,228057, HS-grad,9, Separated, Adm-clerical, Not-in-family, White, Female,0,0,40, Puerto-Rico, <=50K -40, Private,222848, 10th,6, Married-civ-spouse, Other-service, Wife, Black, Female,0,0,32, United-States, <=50K -58, Private,121111, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, Greece, <=50K -44, Private,298885, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,149909, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,25, United-States, >50K -39, Private,387430, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,18, United-States, <=50K -19, Private,121972, HS-grad,9, Never-married, Other-service, Own-child, Black, Male,0,0,40, United-States, <=50K -41, Private,280167, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,70, United-States, >50K -29, State-gov,191355, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -34, Federal-gov,112115, Some-college,10, Never-married, Craft-repair, Other-relative, White, Male,0,0,40, United-States, <=50K -38,,104094, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,15, United-States, <=50K -27, Private,211032, Preschool,1, Married-civ-spouse, Farming-fishing, Other-relative, White, Male,41310,0,24, Mexico, <=50K -54, Private,199307, Some-college,10, Divorced, Craft-repair, Unmarried, White, Female,0,0,48, United-States, <=50K -40, Private,205175, HS-grad,9, Widowed, Machine-op-inspct, Unmarried, Black, Female,0,0,37, United-States, <=50K -19, Private,257750, Some-college,10, Never-married, Sales, Other-relative, White, Female,0,0,25, United-States, <=50K -17, Private,191260, 11th,7, Never-married, Other-service, Own-child, White, Male,594,0,10, United-States, <=50K -33, Private,342730, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,52, United-States, <=50K -80, Private,249983, 7th-8th,4, Widowed, Other-service, Not-in-family, White, Female,0,0,24, United-States, <=50K -24, Self-emp-not-inc,161508, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,50, United-States, <=50K -28, Private,338376, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -55, Private,334308, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,30, United-States, >50K -21, Private,133471, Some-college,10, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -51, Private,129177, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,38, United-States, <=50K -19, Private,178811, HS-grad,9, Never-married, Machine-op-inspct, Own-child, Black, Female,0,0,40, United-States, <=50K -42, Private,178537, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,24, United-States, <=50K -60, Self-emp-not-inc,235535, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,48, United-States, <=50K -20,,298155, Some-college,10, Never-married,, Own-child, Black, Female,0,0,40, United-States, <=50K -51, Private,145114, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -21, Private,194096, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -37, State-gov,191779, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,159732, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,52, United-States, <=50K -42, Federal-gov,170230, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Female,14084,0,60, United-States, >50K -40, Private,104719, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -55, Private,163083, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -33, Private,403552, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Male,0,0,32, United-States, <=50K -62, Private,218009, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,1977,60, United-States, >50K -47, Private,179313, 10th,6, Divorced, Sales, Unmarried, White, Female,0,0,30, United-States, <=50K -26, Private,51961, 12th,8, Never-married, Sales, Other-relative, Black, Male,0,0,51, United-States, <=50K -59, Private,426001, HS-grad,9, Married-spouse-absent, Adm-clerical, Unmarried, White, Female,0,0,20, Puerto-Rico, <=50K -70, Local-gov,176493, Some-college,10, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,17, United-States, <=50K -26, Private,124068, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,20, United-States, <=50K -47, Private,108510, 10th,6, Married-civ-spouse, Sales, Husband, White, Male,0,0,65, United-States, <=50K -25, Private,181528, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,43, United-States, <=50K -52, Self-emp-inc,173754, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,60, United-States, >50K -46, Private,169699, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -67, Private,126849, 10th,6, Married-civ-spouse, Transport-moving, Husband, Amer-Indian-Eskimo, Male,0,0,20, United-States, <=50K -34, Private,204470, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -53, State-gov,116367, Some-college,10, Divorced, Adm-clerical, Other-relative, White, Female,4650,0,40, United-States, <=50K -22, Private,117363, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,35, United-States, <=50K -39, Local-gov,106297, HS-grad,9, Divorced, Adm-clerical, Own-child, White, Male,0,0,42, United-States, <=50K -54, Self-emp-not-inc,108933, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, <=50K -24, Private,190143, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,246677, HS-grad,9, Separated, Prof-specialty, Unmarried, White, Female,0,0,38, United-States, <=50K -38, Private,175360, 10th,6, Never-married, Prof-specialty, Not-in-family, White, Male,0,2559,90, United-States, >50K -41, Local-gov,210259, Masters,14, Never-married, Prof-specialty, Not-in-family, Black, Female,0,0,40, United-States, <=50K -36, Private,166304, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,33, United-States, <=50K -43, Private,303051, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,40, United-States, >50K -39, Private,49308, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -26, Private,192262, Bachelors,13, Never-married, Sales, Own-child, White, Male,0,0,45, United-States, <=50K -49, Local-gov,192349, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,4650,0,40, United-States, <=50K -37, Self-emp-not-inc,48063, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, >50K -43, Private,170214, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -54, Federal-gov,51048, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -53, Self-emp-inc,246562, 5th-6th,3, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, Mexico, >50K -57, Local-gov,215175, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -28, Private,114967, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -29, Private,464536, Bachelors,13, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,451996, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -51, Private,138852, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -46, State-gov,353012, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -50, Self-emp-inc,321822, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,75, United-States, >50K -50, Self-emp-not-inc,324506, HS-grad,9, Widowed, Exec-managerial, Unmarried, Asian-Pac-Islander, Female,0,0,48, South, <=50K -36, Private,162256, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -31, Local-gov,356689, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,260199, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,10, United-States, <=50K -36, Private,103605, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,316211, HS-grad,9, Divorced, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -37, Private,308691, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -39, Private,194404, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,40, United-States, >50K -18, Private,334427, 10th,6, Never-married, Farming-fishing, Own-child, White, Male,0,0,36, United-States, <=50K -33, Private,213226, HS-grad,9, Divorced, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -35, Private,342824, HS-grad,9, Never-married, Tech-support, Not-in-family, White, Female,1151,0,40, United-States, <=50K -23, Private,33105, Some-college,10, Never-married, Handlers-cleaners, Own-child, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -37, Private,147638, Bachelors,13, Separated, Other-service, Unmarried, Asian-Pac-Islander, Female,0,0,36, Philippines, <=50K -25, Private,315643, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,30, United-States, <=50K -51, Federal-gov,106257, Assoc-acdm,12, Married-civ-spouse, Tech-support, Husband, Black, Male,0,0,40, United-States, <=50K -35, Private,342768, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -54, Private,108960, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -66,,168071, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,30, United-States, <=50K -32, Private,136935, HS-grad,9, Never-married, Other-service, Unmarried, Black, Female,0,0,13, United-States, <=50K -37, Self-emp-not-inc,188774, Bachelors,13, Never-married, Protective-serv, Not-in-family, White, Male,0,0,55, United-States, >50K -29, Private,280344, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -45, Private,202496, Bachelors,13, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,37, United-States, <=50K -61, Self-emp-inc,134768, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,175686, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -24, Private,194748, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Female,0,0,49, United-States, <=50K -49, Private,61307, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Husband, Other, Male,0,0,38, United-States, <=50K -51, Self-emp-not-inc,165001, Masters,14, Divorced, Exec-managerial, Unmarried, White, Male,25236,0,50, United-States, >50K -34, Private,325658, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -28,,201844, HS-grad,9, Separated,, Unmarried, White, Female,0,0,40, Mexico, <=50K -20, Private,505980, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -30, Private,185336, Some-college,10, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,37, United-States, <=50K -49, Self-emp-inc,362795, Masters,14, Divorced, Prof-specialty, Unmarried, White, Male,99999,0,80, Mexico, >50K -26, Private,126829, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -63, Private,264600, 10th,6, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,45, United-States, <=50K -36, Private,82743, Assoc-acdm,12, Never-married, Transport-moving, Not-in-family, White, Male,0,0,55, Iran, <=50K -63, Self-emp-not-inc,125178, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -22, Private,128487, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,10, United-States, <=50K -40, Private,321758, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -31, Private,128220, 7th-8th,4, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,35, United-States, <=50K -49, Private,176814, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, Canada, <=50K -35, Private,188069, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,13550,0,55,, >50K -23, State-gov,156423, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,20, United-States, <=50K -25, Private,169905, Assoc-voc,11, Never-married, Sales, Not-in-family, White, Male,27828,0,40, United-States, >50K -34,,157289, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,176972, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -44, Self-emp-not-inc,171424, Some-college,10, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,2205,35, United-States, <=50K -33, Private,91811, HS-grad,9, Separated, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -21, Private,203924, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,2597,0,45, United-States, <=50K -55, Private,177484, 11th,7, Married-civ-spouse, Other-service, Husband, Black, Male,0,1672,40, United-States, <=50K -17,,454614, 11th,7, Never-married,, Own-child, White, Female,0,0,8, United-States, <=50K -75, Self-emp-not-inc,242108, HS-grad,9, Divorced, Sales, Not-in-family, White, Male,2346,0,15, United-States, <=50K -61, Private,132972, 9th,5, Never-married, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -53, Private,157947, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -26, Local-gov,177482, Assoc-acdm,12, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,45, United-States, >50K -48, Private,246891, Some-college,10, Widowed, Sales, Unmarried, White, Male,0,0,50, United-States, >50K -28, State-gov,158834, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -30,,203834, Bachelors,13, Never-married,, Not-in-family, Asian-Pac-Islander, Female,0,0,50, Taiwan, <=50K -29, Private,110442, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,45, United-States, <=50K -25, Private,240676, Some-college,10, Divorced, Tech-support, Own-child, White, Female,0,0,40, United-States, <=50K -37, Private,192939, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -43, Local-gov,260696, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,0,55, United-States, <=50K -40, Local-gov,55363, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,144949, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -55, Private,116878, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,30, United-States, >50K -31, Local-gov,357954, Assoc-acdm,12, Never-married, Tech-support, Not-in-family, White, Male,0,0,20, United-States, <=50K -21,,170038, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -32, Self-emp-not-inc,190290, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, Italy, <=50K -26, State-gov,203279, Prof-school,15, Never-married, Prof-specialty, Not-in-family, Asian-Pac-Islander, Male,2463,0,50, India, <=50K -26, Private,167761, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -44, Private,138845, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -49, Private,144844, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,52, United-States, >50K -21,,161930, HS-grad,9, Never-married,, Own-child, Black, Female,0,1504,30, United-States, <=50K -26, Private,55743, HS-grad,9, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,30, United-States, <=50K -40, Self-emp-not-inc,117721, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -19, Self-emp-not-inc,116385, 11th,7, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -58, Private,301867, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -61, Private,238913, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -28, Self-emp-not-inc,123983, Some-college,10, Married-civ-spouse, Sales, Own-child, Asian-Pac-Islander, Male,0,0,63, South, <=50K -26, Private,165510, Bachelors,13, Never-married, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -64, Private,183513, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,25, United-States, <=50K -42, Self-emp-inc,119281, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -41, Private,152629, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -45, Private,110171, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -39, Private,211440, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -41, Local-gov,359259, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,125796, 11th,7, Separated, Other-service, Not-in-family, Black, Female,0,0,40, Jamaica, <=50K -34, Private,39609, Assoc-voc,11, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -33, Private,111567, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,45, Germany, >50K -23, Private,44064, Some-college,10, Separated, Other-service, Not-in-family, White, Male,0,2559,40, United-States, >50K -35, Self-emp-not-inc,120066, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Amer-Indian-Eskimo, Male,0,0,60, United-States, <=50K -41, Private,132633, 11th,7, Divorced, Priv-house-serv, Unmarried, White, Female,0,0,25, Guatemala, <=50K -39, Private,192702, Masters,14, Never-married, Craft-repair, Not-in-family, White, Female,0,0,50, United-States, <=50K -41, Private,166813, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, <=50K -33, Self-emp-inc,40444, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,290504, HS-grad,9, Never-married, Other-service, Other-relative, White, Male,0,0,40, United-States, <=50K -25, Private,178505, Some-college,10, Never-married, Exec-managerial, Other-relative, White, Female,0,1504,45, United-States, <=50K -25, Private,175370, Some-college,10, Divorced, Machine-op-inspct, Own-child, White, Female,0,0,40, United-States, <=50K -77, Self-emp-not-inc,72931, 7th-8th,4, Married-spouse-absent, Adm-clerical, Not-in-family, White, Male,0,0,20, Italy, >50K -33,,234542, Assoc-voc,11, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -66, Private,284021, HS-grad,9, Widowed, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -19, Private,277974, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,35, United-States, <=50K -44, Private,111275, HS-grad,9, Never-married, Other-service, Unmarried, Black, Female,0,0,38, United-States, <=50K -45, Self-emp-inc,191776, Masters,14, Divorced, Sales, Unmarried, White, Female,25236,0,42, United-States, >50K -28, Private,125527, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -19, Private,38294, HS-grad,9, Never-married, Handlers-cleaners, Other-relative, White, Male,2597,0,40, United-States, <=50K -43, Private,313022, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,4386,0,40, United-States, >50K -39, Private,179668, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,15024,0,40, United-States, >50K -33, Private,198660, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -44, Private,216116, HS-grad,9, Married-spouse-absent, Other-service, Not-in-family, Black, Female,0,0,40, Jamaica, <=50K -62, Private,200922, 7th-8th,4, Widowed, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -40, Private,153372, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -41, Private,406603, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,6, Iran, <=50K -23, Local-gov,248344, Some-college,10, Never-married, Other-service, Not-in-family, Black, Male,0,0,30, United-States, <=50K -48, Private,240629, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Italy, >50K -38, Private,314310, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, <=50K -37, Private,259785, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -45, Private,127111, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, >50K -29, Private,178272, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -66, Local-gov,75134, HS-grad,9, Widowed, Adm-clerical, Unmarried, White, Female,0,0,25, United-States, <=50K -19, Private,195985, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,50, United-States, <=50K -23, Private,221955, 9th,5, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,39, Mexico, <=50K -34, Private,177675, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -39, Private,182828, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,45, United-States, <=50K -33, Self-emp-not-inc,270889, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,60, United-States, <=50K -43, Private,183096, Some-college,10, Separated, Sales, Unmarried, White, Female,0,0,10, United-States, <=50K -27, Private,336951, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,99, United-States, <=50K -33, State-gov,295589, Some-college,10, Separated, Adm-clerical, Own-child, Black, Male,0,0,35, United-States, <=50K -26, Private,289980, 5th-6th,3, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,30, Mexico, <=50K -56, Self-emp-inc,70720, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Male,27828,0,60, United-States, >50K -46, Private,163352, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,36, United-States, <=50K -38, Private,190776, Assoc-acdm,12, Divorced, Craft-repair, Unmarried, White, Female,0,0,40, United-States, <=50K -90, Private,313986, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -72, Self-emp-inc,473748, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,25, United-States, >50K -20, Private,163003, HS-grad,9, Never-married, Adm-clerical, Unmarried, Asian-Pac-Islander, Female,0,0,15, United-States, <=50K -29, Private,183061, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Amer-Indian-Eskimo, Male,0,0,48, United-States, <=50K -49, Private,123584, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,75, United-States, <=50K -23, Private,120910, HS-grad,9, Never-married, Other-service, Unmarried, White, Female,0,0,35, United-States, <=50K -20, Private,227554, Some-college,10, Married-spouse-absent, Sales, Own-child, Black, Female,0,0,18, United-States, <=50K -57, Private,182677, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,4508,0,40, South, <=50K -46, Private,214955, Assoc-acdm,12, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -33, Private,209768, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -24, Private,258120, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,55, Jamaica, <=50K -49, Private,110015, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, Greece, <=50K -54, Private,152652, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,65, United-States, <=50K -46, Federal-gov,43206, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Female,0,1564,50, United-States, >50K -31, Self-emp-not-inc,114639, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -43, Self-emp-inc,221172, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,40, United-States, >50K -18,,128538, Some-college,10, Never-married,, Own-child, White, Female,0,0,6, United-States, <=50K -19, Private,131615, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -46, Private,353824, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -43, Private,178417, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -58, Private,178644, HS-grad,9, Widowed, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -43, Self-emp-not-inc,271665, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -37,,223732, Some-college,10, Separated,, Unmarried, White, Male,0,0,40, United-States, <=50K -21, Federal-gov,169003, 12th,8, Never-married, Adm-clerical, Own-child, Black, Male,0,0,25, United-States, <=50K -52, State-gov,338816, Masters,14, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,70, United-States, >50K -34, Private,506858, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,32, United-States, >50K -28, Private,265628, Assoc-voc,11, Never-married, Handlers-cleaners, Own-child, White, Female,0,0,40, United-States, <=50K -34, Private,173495, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -29, Private,177413, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -39, Private,31670, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,65, United-States, <=50K -49, Private,154451, 11th,7, Divorced, Machine-op-inspct, Unmarried, Black, Female,0,0,35, United-States, <=50K -35, Private,265535, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,50, Jamaica, >50K -31, Private,118941, Some-college,10, Divorced, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -18, Private,214617, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,30, United-States, <=50K -47, Local-gov,265097, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,4386,0,40, United-States, >50K -46, Private,276087, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,5013,0,50, United-States, <=50K -43, Private,124692, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -51, Federal-gov,306784, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,4386,0,40, United-States, >50K -21, Private,434102, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -18,,387641, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -31, State-gov,181824, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,1902,35, United-States, >50K -39, Local-gov,177907, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,1887,40, United-States, >50K -58, Private,87329, 11th,7, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,48, United-States, <=50K -36, Private,263130, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Private,262882, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,40, United-States, <=50K -31, Private,37546, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,1902,35, United-States, >50K -19, Private,27433, 11th,7, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -38, Private,393945, Assoc-voc,11, Divorced, Tech-support, Not-in-family, White, Female,0,0,36, United-States, <=50K -26, Private,173927, Assoc-voc,11, Never-married, Prof-specialty, Own-child, Other, Female,0,0,60, Jamaica, <=50K -38, Private,343403, Assoc-acdm,12, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,16, United-States, <=50K -36, Private,111128, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -40, Private,193882, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -25, Private,310864, Bachelors,13, Never-married, Tech-support, Not-in-family, Black, Male,0,0,40,, <=50K -41, Private,128354, Bachelors,13, Married-civ-spouse, Tech-support, Wife, White, Female,0,0,25, United-States, >50K -33, Private,113364, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,45, United-States, <=50K -63,,198559, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,16, United-States, <=50K -51, Private,136913, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,115488, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,154227, Assoc-voc,11, Divorced, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -25, Private,279667, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -30, Self-emp-not-inc,281030, HS-grad,9, Never-married, Sales, Unmarried, White, Male,0,0,66, United-States, <=50K -19, Private,283945, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,25, United-States, <=50K -47, Private,454989, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, >50K -26, Private,391349, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -21, State-gov,166704, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,14, United-States, <=50K -36, Private,151835, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,60, United-States, >50K -60, Private,199085, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,61487, HS-grad,9, Never-married, Prof-specialty, Unmarried, Black, Male,0,0,40, United-States, <=50K -19, Private,120251, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,14, United-States, <=50K -42, Private,273230, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,90, United-States, <=50K -36, Private,358373, HS-grad,9, Separated, Machine-op-inspct, Not-in-family, Black, Female,0,0,36, United-States, <=50K -35, Private,267891, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,38, United-States, <=50K -22, Private,234880, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,25, United-States, <=50K -54, Private,48358, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -36, Private,96452, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, <=50K -55, Private,204751, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,65, United-States, <=50K -57, Private,375868, Masters,14, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -56, Private,413373, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,36, United-States, <=50K -24, Private,537222, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -35, Local-gov,33975, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -51, Self-emp-inc,162327, 11th,7, Divorced, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -34, Private,182691, HS-grad,9, Divorced, Exec-managerial, Own-child, White, Male,0,0,44, United-States, <=50K -36, Private,300829, Assoc-acdm,12, Divorced, Adm-clerical, Unmarried, White, Female,0,0,42, United-States, <=50K -51, Local-gov,114508, 9th,5, Separated, Other-service, Other-relative, White, Female,0,0,40, United-States, <=50K -46, Self-emp-inc,214627, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -42, Private,129684, HS-grad,9, Divorced, Exec-managerial, Not-in-family, Black, Female,5455,0,50, United-States, <=50K -25, State-gov,120041, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -22, Private,361138, HS-grad,9, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,50, United-States, <=50K -37, Private,76893, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -48, Private,205424, Bachelors,13, Divorced, Sales, Unmarried, White, Male,0,0,40, United-States, >50K -61, Private,176839, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,50, United-States, >50K -40, Private,229148, 12th,8, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, Jamaica, <=50K -58, Self-emp-inc,154537, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,20, United-States, >50K -52, Private,181901, HS-grad,9, Married-spouse-absent, Farming-fishing, Other-relative, White, Male,0,0,20, Mexico, <=50K -18, Private,152004, 11th,7, Never-married, Other-service, Own-child, Black, Male,0,0,20, United-States, <=50K -27, Private,205188, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -48, Self-emp-not-inc,30840, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,5013,0,45, United-States, <=50K -63, Private,66634, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,16, United-States, <=50K -38, Self-emp-not-inc,180220, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -31, Private,291052, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,2051,40, United-States, <=50K -40, Self-emp-not-inc,99651, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -41, Private,327723, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -28, Private,32291, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,2174,0,40, United-States, <=50K -31, Private,345122, Prof-school,15, Divorced, Prof-specialty, Not-in-family, White, Male,14084,0,50, United-States, >50K -32, Private,127384, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, >50K -30, Private,363296, HS-grad,9, Never-married, Handlers-cleaners, Unmarried, Black, Male,0,0,72, United-States, <=50K -39, Local-gov,86551, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,1876,40, United-States, <=50K -28, Private,30070, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -31, Private,595000, HS-grad,9, Never-married, Handlers-cleaners, Other-relative, Black, Female,0,0,35, United-States, <=50K -21,,152328, Some-college,10, Never-married,, Own-child, White, Male,0,0,20, United-States, <=50K -33,,177824, HS-grad,9, Separated,, Unmarried, White, Female,0,0,40, United-States, <=50K -44, State-gov,111483, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -22, Private,199555, Some-college,10, Never-married, Farming-fishing, Own-child, White, Male,0,0,25, United-States, <=50K -42, Private,50018, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40,, <=50K -36, Private,218490, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, <=50K -39, Private,49020, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Male,0,1974,40, United-States, <=50K -61, Private,213321, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1672,40, United-States, <=50K -31, Private,159187, HS-grad,9, Divorced, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -21, Private,83033, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,25, Germany, <=50K -39, Self-emp-not-inc,31848, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,2829,0,90, United-States, <=50K -34, Self-emp-not-inc,24961, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,80, United-States, <=50K -21, Private,182117, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,15, United-States, <=50K -75, Self-emp-not-inc,146576, Bachelors,13, Widowed, Prof-specialty, Unmarried, White, Male,0,0,48, United-States, >50K -21, Private,176690, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,24, United-States, <=50K -81, Private,122651, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,15, United-States, <=50K -54, Self-emp-inc,149650, HS-grad,9, Divorced, Other-service, Not-in-family, White, Male,0,0,40, Canada, <=50K -34, Private,454508, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,65, Iran, <=50K -54, Self-emp-not-inc,269068, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,99999,0,50, Philippines, >50K -41, Private,266530, HS-grad,9, Married-civ-spouse, Other-service, Husband, Amer-Indian-Eskimo, Male,0,0,45, United-States, <=50K -61,,198542, Bachelors,13, Divorced,, Not-in-family, White, Female,0,0,40, United-States, <=50K -63, Private,133144, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,2580,0,20, United-States, <=50K -24, Private,217961, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -20, Private,221661, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, Mexico, <=50K -44, Local-gov,60735, Bachelors,13, Divorced, Prof-specialty, Own-child, White, Female,0,0,60, United-States, <=50K -47, Self-emp-not-inc,121124, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -31, Private,48588, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,48087, 7th-8th,4, Divorced, Craft-repair, Not-in-family, White, Male,0,1590,40, United-States, <=50K -53, Self-emp-not-inc,240138, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -63, Private,273010, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,3471,0,40, United-States, <=50K -44, Private,104196, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -37, Private,230035, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,46, United-States, >50K -28, Private,38918, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, Germany, >50K -71,,205011, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,10, United-States, <=50K -57, Private,176079, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -22, Private,180052, Some-college,10, Never-married, Farming-fishing, Own-child, White, Male,0,0,10, United-States, <=50K -33, Local-gov,173005, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,1848,45, United-States, >50K -30, Private,378723, Some-college,10, Divorced, Adm-clerical, Own-child, White, Female,0,0,55, United-States, <=50K -20, Private,233624, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -28, Private,192591, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,45, United-States, <=50K -54, Private,249860, 11th,7, Divorced, Priv-house-serv, Unmarried, Black, Female,0,0,10, United-States, <=50K -20, Private,247564, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,35, United-States, <=50K -34, Private,238912, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,190227, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -29, State-gov,293287, Some-college,10, Never-married, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -51, Private,180807, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -39, Private,250217, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, Black, Female,0,0,70, United-States, <=50K -19, Private,217418, Some-college,10, Never-married, Adm-clerical, Other-relative, Black, Female,0,0,38, United-States, <=50K -22, Local-gov,137510, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -59, State-gov,163047, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,38, United-States, <=50K -18, Private,577521, 11th,7, Never-married, Sales, Own-child, White, Male,0,0,13, United-States, <=50K -22, Private,221533, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,20, United-States, <=50K -42, Local-gov,255675, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -39, Private,114079, Assoc-acdm,12, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -31, Private,155781, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -28, Private,243762, 11th,7, Separated, Craft-repair, Unmarried, White, Female,0,0,40, United-States, <=50K -22, Private,113062, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Female,0,0,7, United-States, <=50K -67, Private,217028, Masters,14, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -17, Private,110723, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,25, United-States, <=50K -47, Federal-gov,191858, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -23, Private,179423, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,5, United-States, <=50K -20, Private,339588, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,40, Peru, <=50K -22, Private,206815, HS-grad,9, Never-married, Sales, Unmarried, White, Female,0,0,40, Peru, <=50K -47, State-gov,103743, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -49, Private,235683, Some-college,10, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, United-States, >50K -64,,207321, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,20, United-States, <=50K -35, State-gov,197495, Some-college,10, Divorced, Exec-managerial, Not-in-family, Black, Female,0,0,40, United-States, <=50K -52, Federal-gov,424012, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -29, Private,178469, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -73, Self-emp-inc,92886, 10th,6, Widowed, Sales, Unmarried, White, Female,0,0,40, Canada, <=50K -38, Self-emp-not-inc,214008, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -59, Self-emp-not-inc,325732, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,52, United-States, >50K -35, Private,28572, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,4064,0,35, United-States, <=50K -18, Private,118376, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,15, United-States, <=50K -24, Private,51799, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, Black, Female,0,0,40, United-States, <=50K -33, Local-gov,115488, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -40, Private,190621, Some-college,10, Divorced, Exec-managerial, Other-relative, Black, Female,0,0,55, United-States, <=50K -55, Private,193568, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -44, Private,192878, HS-grad,9, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -40, Private,264663, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,60, United-States, <=50K -22, Private,234731, HS-grad,9, Divorced, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -55, Private,308373, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, >50K -45, Private,205644, HS-grad,9, Separated, Tech-support, Not-in-family, White, Female,0,0,26, United-States, <=50K -47, Local-gov,321851, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, >50K -56, Private,206399, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -44, Private,124563, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, <=50K -32, State-gov,198211, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,38, United-States, <=50K -17, Private,130795, 10th,6, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -44, Private,71269, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -32, Self-emp-not-inc,319280, Assoc-acdm,12, Never-married, Sales, Not-in-family, White, Male,0,0,80, United-States, <=50K -35, Private,125933, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -27, Private,107236, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,32732, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -68, Private,284763, 11th,7, Divorced, Transport-moving, Not-in-family, White, Male,0,0,70, United-States, <=50K -20, Private,112668, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -33, Private,376483, Some-college,10, Divorced, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -24, Private,402778, 9th,5, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,12, United-States, <=50K -48, Private,36177, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -45, Private,125489, Masters,14, Divorced, Prof-specialty, Unmarried, White, Female,0,0,50, United-States, <=50K -48, Private,304791, Some-college,10, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -28, Private,209205, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -60,,112821, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,35, United-States, >50K -39, Local-gov,178100, Masters,14, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -23, Private,70261, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,30, United-States, <=50K -23, State-gov,186634, 12th,8, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -36, Private,32958, Some-college,10, Separated, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -25, Private,254746, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, <=50K -52, Private,158746, HS-grad,9, Never-married, Other-service, Unmarried, White, Male,0,0,40, United-States, <=50K -35, Self-emp-not-inc,140854, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,51506, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -45, Private,189564, Bachelors,13, Married-civ-spouse, Sales, Wife, White, Female,0,0,42, United-States, >50K -37, Federal-gov,325538, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40,, >50K -58, Private,213975, Assoc-voc,11, Widowed, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -67, Self-emp-not-inc,431426, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,2, United-States, <=50K -48, Private,199763, HS-grad,9, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,8, United-States, <=50K -63, Private,161563, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, United-States, <=50K -24, Local-gov,252024, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,72, United-States, >50K -43, Private,43945, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -36, Private,178487, HS-grad,9, Divorced, Transport-moving, Own-child, White, Male,0,0,60, United-States, <=50K -32, Private,604506, HS-grad,9, Married-civ-spouse, Transport-moving, Own-child, White, Male,0,0,72, Mexico, <=50K -36, Private,228157, Some-college,10, Never-married, Craft-repair, Not-in-family, Asian-Pac-Islander, Male,0,0,40, Laos, <=50K -43, Private,199191, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,50, United-States, <=50K -27, Private,189775, HS-grad,9, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -17, Private,171080, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,12, United-States, <=50K -45, Private,117310, Bachelors,13, Divorced, Sales, Not-in-family, White, Female,0,0,46, United-States, <=50K -41, Self-emp-inc,82049, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -41, Self-emp-not-inc,126094, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,38, United-States, <=50K -18,,202516, HS-grad,9, Never-married,, Own-child, White, Female,0,0,35, United-States, <=50K -48, Local-gov,246392, Assoc-acdm,12, Separated, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -51,,69328, Assoc-voc,11, Married-civ-spouse,, Husband, White, Male,0,0,50, United-States, >50K -26, Private,292803, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,24, United-States, <=50K -54, Private,286989, Preschool,1, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -22, Private,190483, Some-college,10, Divorced, Sales, Own-child, White, Female,0,0,48, Iran, <=50K -19, Private,235849, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,35, United-States, <=50K -47, Private,359766, 7th-8th,4, Divorced, Handlers-cleaners, Other-relative, Black, Male,0,0,40, United-States, <=50K -32, Private,128016, HS-grad,9, Married-spouse-absent, Other-service, Unmarried, White, Female,0,0,20, United-States, <=50K -46, Private,360096, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,60, United-States, >50K -30, Private,170154, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Female,0,0,40, United-States, >50K -35, Private,337286, Masters,14, Never-married, Exec-managerial, Not-in-family, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -52, Private,204322, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,5013,0,40, United-States, <=50K -73, Self-emp-not-inc,143833, 12th,8, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,18, United-States, <=50K -17, Private,365613, 10th,6, Never-married, Other-service, Own-child, White, Male,0,0,10, Canada, <=50K -32, Private,100135, Bachelors,13, Separated, Prof-specialty, Unmarried, White, Female,0,0,32, United-States, <=50K -43, Local-gov,180096, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -19,,371827, HS-grad,9, Never-married,, Own-child, White, Male,0,0,40, Portugal, <=50K -26, Private,61270, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, Other, Female,0,0,40, Columbia, <=50K -41, Federal-gov,564135, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -49, Private,198759, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,15024,0,60, United-States, >50K -52, State-gov,303462, Some-college,10, Separated, Protective-serv, Unmarried, White, Male,0,0,40, United-States, <=50K -35, Private,193106, HS-grad,9, Separated, Adm-clerical, Unmarried, White, Female,0,0,32, United-States, <=50K -57, Private,250201, 11th,7, Married-civ-spouse, Other-service, Husband, White, Male,0,0,52, United-States, <=50K -35, Private,200426, Assoc-voc,11, Married-spouse-absent, Prof-specialty, Unmarried, White, Female,0,0,44, United-States, <=50K -33, Private,222654, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -56, Private,53366, 7th-8th,4, Divorced, Transport-moving, Unmarried, White, Male,0,0,40, United-States, <=50K -42, Private,132222, Bachelors,13, Never-married, Sales, Own-child, White, Male,0,0,60, United-States, <=50K -17, Private,100828, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,20, United-States, <=50K -49, Private,31264, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,35, United-States, <=50K -39, Private,202027, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -34, Self-emp-not-inc,168906, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,50, United-States, <=50K -37, Self-emp-not-inc,255454, Some-college,10, Never-married, Prof-specialty, Not-in-family, Black, Male,0,0,40, United-States, <=50K -22, Private,245524, 12th,8, Never-married, Other-service, Not-in-family, White, Male,0,0,35, United-States, <=50K -27, Private,386040, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Mexico, <=50K -21, Private,35424, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,25, United-States, <=50K -59,,93655, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -44, Private,152629, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,3103,0,40, United-States, >50K -53, Self-emp-not-inc,151159, 10th,6, Married-spouse-absent, Transport-moving, Not-in-family, White, Male,0,0,99, United-States, <=50K -26, Private,410240, 11th,7, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -48, Private,138970, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -39, Private,269722, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,70, United-States, <=50K -34, Private,223678, HS-grad,9, Never-married, Other-service, Unmarried, Amer-Indian-Eskimo, Female,0,0,32, United-States, <=50K -54, State-gov,197184, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,38, United-States, <=50K -36, Private,143486, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,7298,0,50, United-States, >50K -60, Private,160625, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,5013,0,40, United-States, <=50K -50, Private,140516, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -48, Local-gov,85341, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, <=50K -35, Private,108293, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,2205,40, United-States, <=50K -40, Self-emp-not-inc,192507, Assoc-acdm,12, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, <=50K -30, Private,186932, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,70, United-States, <=50K -65, Self-emp-not-inc,223580, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,6514,0,40, United-States, >50K -31, Private,236861, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -46, Local-gov,327886, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -67,,407618, 9th,5, Divorced,, Not-in-family, White, Female,2050,0,40, United-States, <=50K -62, Self-emp-inc,197060, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -38, Private,229180, Bachelors,13, Never-married, Exec-managerial, Unmarried, White, Female,0,0,40, Cuba, <=50K -24, Private,284317, Bachelors,13, Never-married, Other-service, Own-child, White, Female,0,0,30, United-States, <=50K -24, Private,73514, Some-college,10, Never-married, Sales, Not-in-family, Asian-Pac-Islander, Female,0,0,50, Philippines, <=50K -27, Private,47907, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,48, United-States, <=50K -43, State-gov,134782, Assoc-acdm,12, Married-spouse-absent, Other-service, Unmarried, White, Female,0,0,30, United-States, <=50K -48, Private,118831, HS-grad,9, Divorced, Handlers-cleaners, Unmarried, Asian-Pac-Islander, Female,0,0,40, South, <=50K -41, Private,299505, HS-grad,9, Separated, Craft-repair, Not-in-family, Black, Male,0,0,40, United-States, <=50K -30, Private,267161, Some-college,10, Married-civ-spouse, Tech-support, Wife, Black, Female,0,0,45, United-States, <=50K -38, Private,119177, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -45, Private,327886, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, >50K -45, Private,187730, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -55, Private,109015, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,38, United-States, <=50K -46, Self-emp-not-inc,110015, 7th-8th,4, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,75, Greece, <=50K -24, Private,104146, Bachelors,13, Never-married, Prof-specialty, Own-child, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -31, Local-gov,50442, Some-college,10, Never-married, Adm-clerical, Own-child, Amer-Indian-Eskimo, Female,0,0,25, United-States, <=50K -35, Private,57640, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, <=50K -37, Local-gov,333664, Some-college,10, Separated, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -29, Private,224858, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, <=50K -56, Private,290641, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -60,,191118, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,1848,40, United-States, >50K -25, Private,34402, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,1590,60, United-States, <=50K -33, Private,245378, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -44, Private,179136, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -21, Private,116788, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -21, Private,129699, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -46, Federal-gov,39606, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, England, >50K -44, Self-emp-inc,95150, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -63, Private,102479, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -44, Private,199191, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,30, United-States, <=50K -31, Private,229636, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, Mexico, <=50K -26, Private,53833, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,42, United-States, <=50K -37, Self-emp-inc,27997, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,50, United-States, <=50K -60,,124487, Some-college,10, Divorced,, Not-in-family, White, Female,0,0,40, United-States, >50K -33, Private,111363, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -38, Private,107630, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,134287, Assoc-voc,11, Never-married, Sales, Own-child, White, Female,0,0,35, United-States, <=50K -46, Self-emp-inc,283004, Assoc-voc,11, Divorced, Exec-managerial, Unmarried, Asian-Pac-Islander, Female,0,0,63, Thailand, <=50K -24, Private,33616, HS-grad,9, Never-married, Other-service, Unmarried, White, Female,0,0,35, United-States, <=50K -47, Local-gov,121124, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,35, United-States, >50K -27, Private,188189, Some-college,10, Never-married, Tech-support, Not-in-family, White, Female,0,0,30, United-States, <=50K -46, Private,106255, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -47, Federal-gov,282830, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,40, United-States, >50K -47, Private,243904, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Male,0,0,40, Honduras, <=50K -69, Private,165017, HS-grad,9, Widowed, Machine-op-inspct, Unmarried, White, Male,2538,0,40, United-States, <=50K -32, Private,131584, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,7298,0,40, United-States, >50K -51, Private,427781, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, <=50K -36, Private,334291, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -50, Local-gov,173224, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, <=50K -29, Private,87507, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,60, India, <=50K -32, Private,187560, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,3908,0,40, United-States, <=50K -27, Private,204497, 10th,6, Divorced, Transport-moving, Not-in-family, Amer-Indian-Eskimo, Male,0,0,75, United-States, <=50K -60, Private,230545, 7th-8th,4, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,35, Cuba, <=50K -31, Private,118161, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -46, Private,150499, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -40, Local-gov,96554, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -39, Private,288551, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,52, United-States, >50K -69, Self-emp-not-inc,104003, 7th-8th,4, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, <=50K -54, Self-emp-inc,124963, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -56, Private,198388, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -47, Federal-gov,126204, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -25, Private,91709, Assoc-acdm,12, Never-married, Tech-support, Not-in-family, White, Female,0,0,45, United-States, <=50K -34, Self-emp-not-inc,152109, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -24, Self-emp-not-inc,191954, 7th-8th,4, Never-married, Farming-fishing, Own-child, White, Male,0,0,50, United-States, <=50K -63, Private,108097, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,10566,0,45, United-States, <=50K -29, Local-gov,289991, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -64, Private,92115, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -44, Private,320277, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -26, Private,33610, HS-grad,9, Never-married, Craft-repair, Other-relative, White, Male,0,0,60, United-States, <=50K -36, Private,168276, 10th,6, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -55, State-gov,175127, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,7688,0,38, United-States, >50K -37, Private,254973, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Wife, White, Female,0,0,40, United-States, >50K -37, Private,95336, 10th,6, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,65, United-States, <=50K -63, Private,346975, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,7688,0,36, United-States, >50K -33, Private,227282, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -19, Private,138153, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,10, United-States, <=50K -57, Local-gov,174132, Masters,14, Married-civ-spouse, Prof-specialty, Wife, Black, Female,0,1977,40, United-States, >50K -31, Private,182237, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,4386,0,45, United-States, >50K -20,,111252, Some-college,10, Never-married,, Own-child, White, Female,0,0,30, United-States, <=50K -58, Local-gov,217775, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,40, United-States, >50K -20,,168863, Some-college,10, Never-married,, Own-child, White, Female,0,0,20, United-States, <=50K -25, Private,394503, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,141657, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -18, Private,125441, 11th,7, Never-married, Other-service, Own-child, White, Male,1055,0,20, United-States, <=50K -26, Private,172230, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -29, Private,282944, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -45, Local-gov,55377, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,40, United-States, <=50K -35, State-gov,49352, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,38, United-States, <=50K -32, Private,213887, Some-college,10, Divorced, Machine-op-inspct, Unmarried, White, Male,0,0,45, United-States, <=50K -61, Self-emp-not-inc,24046, HS-grad,9, Widowed, Other-service, Other-relative, White, Female,0,0,40, United-States, <=50K -26, State-gov,208122, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,15, United-States, <=50K -56, Private,176118, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,3103,0,40, United-States, >50K -22, Private,227994, Some-college,10, Married-spouse-absent, Adm-clerical, Own-child, Asian-Pac-Islander, Female,0,0,39, United-States, <=50K -49, Private,215389, Bachelors,13, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,48, United-States, <=50K -40, Private,99434, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,12, United-States, <=50K -37, Private,190964, HS-grad,9, Separated, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -23,,113700, Bachelors,13, Never-married,, Own-child, White, Male,0,0,50, United-States, <=50K -28, Private,259840, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -27, Private,168827, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -34, Self-emp-inc,28984, Assoc-voc,11, Divorced, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -49, Private,182211, 9th,5, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,45, United-States, <=50K -41, Private,82393, Some-college,10, Never-married, Craft-repair, Own-child, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -28, Private,183639, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,21, United-States, <=50K -38, Private,342448, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -47, State-gov,469907, Assoc-acdm,12, Married-civ-spouse, Protective-serv, Husband, White, Male,0,1740,40, United-States, <=50K -28, Local-gov,211920, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -44, State-gov,33658, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,50, United-States, >50K -41, Federal-gov,34178, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -50, Private,400630, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,36, United-States, >50K -73, Self-emp-not-inc,161251, HS-grad,9, Widowed, Craft-repair, Not-in-family, White, Male,0,0,24, United-States, <=50K -21, Private,255685, Some-college,10, Never-married, Other-service, Own-child, Black, Male,0,0,40, Outlying-US(Guam-USVI-etc), <=50K -38, Private,199256, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -64,,143716, Masters,14, Married-civ-spouse,, Husband, White, Male,0,0,2, United-States, <=50K -47, Private,221666, Some-college,10, Divorced, Tech-support, Unmarried, White, Female,0,0,40, United-States, <=50K -52, Private,145409, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,15024,0,60, Canada, >50K -24, Private,39615, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,45, United-States, <=50K -44, Private,104440, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -27, Private,151382, 7th-8th,4, Divorced, Machine-op-inspct, Unmarried, White, Male,0,974,40, United-States, <=50K -61, Self-emp-not-inc,503675, Some-college,10, Married-civ-spouse, Sales, Husband, Black, Male,0,0,60, United-States, >50K -58, Private,306233, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,15024,0,40, United-States, >50K -51, Private,216475, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,1564,43, United-States, >50K -49, Private,50748, Some-college,10, Divorced, Sales, Unmarried, White, Female,0,0,55, England, <=50K -23, Private,107190, Some-college,10, Never-married, Adm-clerical, Own-child, Black, Male,0,0,20, United-States, <=50K -19, Private,206874, Assoc-voc,11, Never-married, Adm-clerical, Own-child, Black, Female,0,0,40, United-States, <=50K -21, Private,83141, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,53, United-States, <=50K -56, Private,444089, 11th,7, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -35, Private,141896, 12th,8, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -37, Federal-gov,33487, Some-college,10, Divorced, Tech-support, Unmarried, Amer-Indian-Eskimo, Female,0,0,20, United-States, <=50K -41, Private,65372, Doctorate,16, Divorced, Sales, Unmarried, White, Female,0,0,50, United-States, >50K -30, Private,341346, 11th,7, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,343403, Doctorate,16, Married-civ-spouse, Tech-support, Wife, White, Female,0,0,20,, <=50K -47, Private,287480, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -59, Self-emp-inc,107287, 10th,6, Widowed, Exec-managerial, Unmarried, White, Female,0,2559,50, United-States, >50K -55, Private,199067, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,32, United-States, <=50K -22,,182771, Assoc-voc,11, Never-married,, Own-child, Asian-Pac-Islander, Male,0,0,20, United-States, <=50K -31, Private,159737, 10th,6, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -30, Private,110643, Masters,14, Married-civ-spouse, Adm-clerical, Husband, White, Male,4386,0,40, United-States, >50K -24, Private,117583, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Male,0,0,48, United-States, <=50K -49, Self-emp-not-inc,43479, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,203003, 7th-8th,4, Never-married, Craft-repair, Not-in-family, White, Male,0,0,25, Germany, <=50K -50, Private,133963, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,35, United-States, <=50K -38, Private,227794, Bachelors,13, Never-married, Adm-clerical, Not-in-family, Black, Male,0,0,40, United-States, <=50K -20, Self-emp-not-inc,112137, Some-college,10, Never-married, Prof-specialty, Other-relative, Asian-Pac-Islander, Female,0,0,20, South, <=50K -49, Self-emp-not-inc,110457, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -45, Private,281565, HS-grad,9, Widowed, Other-service, Other-relative, Asian-Pac-Islander, Female,0,0,50, South, <=50K -46, Federal-gov,297906, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,50, United-States, >50K -19, Private,151506, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,30, United-States, <=50K -31, Federal-gov,139455, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, Cuba, <=50K -38, Private,26987, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -56, Self-emp-not-inc,233312, Masters,14, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -24, Private,161092, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -58, Local-gov,98361, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -28, Private,188928, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,164922, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -46, Private,185673, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Private,193598, Preschool,1, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,40, Mexico, <=50K -56, Private,274111, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,45, United-States, >50K -32, Private,245482, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Asian-Pac-Islander, Male,0,0,40,, <=50K -56, Private,160932, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,44, United-States, >50K -50, Private,44368, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -28,,291374, HS-grad,9, Separated,, Unmarried, Black, Female,0,0,30, United-States, <=50K -30, Private,280927, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -24, Private,222993, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -42, Federal-gov,25240, Assoc-voc,11, Divorced, Prof-specialty, Unmarried, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -31, Self-emp-not-inc,204052, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -18, Private,74054, 11th,7, Never-married, Sales, Own-child, Other, Female,0,0,20,, <=50K -46, Private,169042, 10th,6, Never-married, Other-service, Not-in-family, White, Female,0,0,25, Ecuador, <=50K -31, Private,104509, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,65, United-States, >50K -38, Local-gov,185394, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,7688,0,40, United-States, >50K -44, Local-gov,254146, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -55, Self-emp-inc,227856, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,2415,50, United-States, >50K -19, Private,183041, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -45, Private,107682, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, >50K -50, Self-emp-inc,287598, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,70, United-States, <=50K -53, Private,182186, 9th,5, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, Dominican-Republic, <=50K -41, Self-emp-inc,194636, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,99999,0,65, United-States, >50K -45, Private,112305, Some-college,10, Divorced, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -21, Private,212661, 10th,6, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,39, United-States, <=50K -37, Private,32709, Bachelors,13, Married-civ-spouse, Tech-support, Wife, White, Female,0,0,40, United-States, >50K -42, Federal-gov,46366, HS-grad,9, Separated, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -37, Self-emp-not-inc,24106, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,30, United-States, <=50K -46, Private,170850, Bachelors,13, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,1590,40,, <=50K -45, Self-emp-not-inc,40666, Assoc-voc,11, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -32, Private,182975, Some-college,10, Never-married, Tech-support, Not-in-family, White, Female,0,0,20, United-States, <=50K -30, Private,345122, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -57,,208311, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,80, United-States, >50K -37, Private,120045, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,56, United-States, <=50K -18,,201299, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -32, Private,152940, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -43, Private,243580, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -46, Private,182128, Masters,14, Divorced, Prof-specialty, Unmarried, White, Female,6497,0,50, United-States, <=50K -36,,176458, HS-grad,9, Divorced,, Unmarried, White, Female,0,0,28, United-States, <=50K -33, Private,101562, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -48, Private,108699, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -34, Private,175878, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Female,0,0,40, United-States, <=50K -34, Local-gov,177675, Some-college,10, Never-married, Protective-serv, Not-in-family, White, Male,0,0,50, United-States, >50K -33, Private,213887, HS-grad,9, Divorced, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K -36, Private,357619, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,60, Germany, <=50K -23, Private,435835, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,1669,55, United-States, <=50K -39, Private,165799, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,71469, Assoc-acdm,12, Never-married, Sales, Own-child, White, Female,0,0,25, United-States, <=50K -19, Private,229745, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Male,0,0,20, United-States, <=50K -47, Private,284916, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,7298,0,45, United-States, >50K -46, Private,28419, Assoc-voc,11, Never-married, Transport-moving, Not-in-family, White, Male,0,0,50, United-States, <=50K -47, Private,26950, Masters,14, Divorced, Sales, Not-in-family, White, Female,0,0,6, United-States, <=50K -47, Self-emp-not-inc,107231, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,35, United-States, >50K -52, Local-gov,512103, Some-college,10, Divorced, Transport-moving, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Self-emp-not-inc,245090, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Mexico, <=50K -58, Private,314153, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -32, Private,243988, 5th-6th,3, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, Mexico, <=50K -54, Self-emp-not-inc,82551, Assoc-voc,11, Married-civ-spouse, Tech-support, Other-relative, White, Female,0,0,10, United-States, <=50K -20, Private,42706, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,25, United-States, <=50K -25, Private,235795, Assoc-acdm,12, Never-married, Sales, Not-in-family, White, Male,0,0,48, United-States, <=50K -25, Self-emp-not-inc,108001, 9th,5, Never-married, Craft-repair, Not-in-family, White, Male,0,0,15, United-States, <=50K -36, State-gov,112497, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Male,0,1876,44, United-States, <=50K -69, Self-emp-not-inc,128206, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,30, United-States, <=50K -28, Private,224634, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,45, United-States, >50K -20, Private,362999, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -21, Private,346693, 7th-8th,4, Never-married, Farming-fishing, Unmarried, White, Male,0,0,40, United-States, <=50K -37, Private,175759, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -21, Private,99199, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,32, United-States, <=50K -25,,219987, Assoc-acdm,12, Married-civ-spouse,, Husband, White, Male,0,0,13, United-States, <=50K -39, Private,143445, HS-grad,9, Married-civ-spouse, Other-service, Other-relative, Black, Female,0,0,40, United-States, <=50K -34, Private,118710, Assoc-voc,11, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, >50K -33, Local-gov,224185, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -47, Private,118972, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, >50K -29, Private,165360, Assoc-voc,11, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -48, Private,38950, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,89, United-States, <=50K -42, Self-emp-inc,277256, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,60, United-States, >50K -29, Private,247151, 11th,7, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -34, Private,213722, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -20, Private,209955, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,25, United-States, <=50K -41, Private,174395, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -45, Private,138626, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Male,0,1876,50, United-States, <=50K -22,,179973, Assoc-voc,11, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -23, Private,200207, HS-grad,9, Divorced, Handlers-cleaners, Own-child, White, Male,0,0,44, United-States, <=50K -19, Private,156587, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,38, United-States, <=50K -24, Private,33016, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -20, Private,197496, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,30,, <=50K -32, Private,153588, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -52, Private,99736, Masters,14, Divorced, Prof-specialty, Unmarried, White, Male,15020,0,50, United-States, >50K -36, Private,284166, HS-grad,9, Never-married, Sales, Unmarried, White, Male,0,0,60, United-States, >50K -18, Private,716066, 10th,6, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,30, United-States, <=50K -27, Private,188519, HS-grad,9, Divorced, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -26, Private,109080, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -52, Private,174421, Assoc-acdm,12, Divorced, Prof-specialty, Unmarried, White, Female,0,0,32, United-States, <=50K -24, Private,259351, Some-college,10, Never-married, Craft-repair, Unmarried, Amer-Indian-Eskimo, Male,0,0,40, Mexico, <=50K -42, Federal-gov,284403, HS-grad,9, Divorced, Adm-clerical, Not-in-family, Black, Male,0,0,40, United-States, <=50K -39, Private,85319, Prof-school,15, Married-civ-spouse, Prof-specialty, Wife, White, Female,7688,0,60, United-States, >50K -20,,201766, Some-college,10, Never-married,, Own-child, White, Female,0,0,35, United-States, <=50K -20, State-gov,340475, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,10, United-States, <=50K -39, Private,487486, HS-grad,9, Widowed, Handlers-cleaners, Unmarried, White, Male,0,0,40,, <=50K -68,,484298, 11th,7, Married-civ-spouse,, Husband, White, Male,0,0,30, United-States, <=50K -35, Private,170617, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, Black, Female,0,0,48, United-States, <=50K -54, Private,94055, Bachelors,13, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,117779, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -24, Private,209770, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,8, United-States, <=50K -20, Private,317443, Some-college,10, Never-married, Adm-clerical, Own-child, Black, Female,0,0,15, United-States, <=50K -64,,140237, Preschool,1, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,107411, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,35, United-States, <=50K -36, Self-emp-not-inc,122493, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,47, United-States, <=50K -44, Self-emp-inc,195124, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60,, <=50K -38, Private,101978, Some-college,10, Separated, Machine-op-inspct, Not-in-family, White, Male,0,2258,55, United-States, >50K -22, Private,335453, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,60, United-States, <=50K -56, Private,318329, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,100321, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, <=50K -24, Self-emp-not-inc,81145, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,75, United-States, <=50K -22, Private,62865, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -21, Private,176262, Some-college,10, Never-married, Exec-managerial, Own-child, White, Female,0,0,30, United-States, <=50K -42, Private,168103, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -41, Local-gov,208174, Masters,14, Divorced, Prof-specialty, Unmarried, White, Female,0,0,55, United-States, <=50K -19, Private,188815, HS-grad,9, Never-married, Other-service, Own-child, White, Female,34095,0,20, United-States, <=50K -67, Self-emp-not-inc,226092, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,44, United-States, <=50K -20, Private,212668, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,30, United-States, <=50K -32, Private,381583, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Other, Male,0,0,40, United-States, <=50K -46, Private,239439, HS-grad,9, Separated, Machine-op-inspct, Own-child, Black, Female,0,0,40, United-States, <=50K -52, Private,172493, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,36, United-States, <=50K -44, Private,239876, Bachelors,13, Divorced, Prof-specialty, Unmarried, Black, Male,0,0,40, United-States, <=50K -65,,221881, 11th,7, Married-civ-spouse,, Husband, White, Male,0,0,40, Mexico, <=50K -37, Local-gov,218184, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1887,40, United-States, >50K -27, Self-emp-not-inc,206889, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -35, Private,110668, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, Black, Female,0,0,35, United-States, <=50K -30, Private,211028, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,45, United-States, <=50K -64, Local-gov,202984, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,3137,0,40, United-States, <=50K -48, Private,20296, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,37, United-States, >50K -35, Private,194690, 7th-8th,4, Divorced, Tech-support, Unmarried, White, Female,0,0,40, United-States, <=50K -28, Self-emp-not-inc,204984, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Male,0,0,45, United-States, <=50K -63, Self-emp-not-inc,35021, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,1977,32, China, >50K -40, Self-emp-not-inc,238574, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, >50K -33, Private,345360, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -40, Private,192381, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -25, Private,479765, 7th-8th,4, Never-married, Sales, Other-relative, White, Male,0,0,45, Guatemala, <=50K -45, Self-emp-inc,34091, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,38, United-States, >50K -30, Private,151773, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -53, Private,299080, Some-college,10, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -63, Private,135339, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, Asian-Pac-Islander, Male,2105,0,40, Vietnam, <=50K -27, Local-gov,52156, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,60, United-States, <=50K -31, Private,318647, 11th,7, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -33, Private,80145, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -39, State-gov,343646, Bachelors,13, Divorced, Protective-serv, Not-in-family, White, Male,0,0,40, Mexico, >50K -42, Self-emp-not-inc,198692, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -19, Private,266635, HS-grad,9, Never-married, Other-service, Own-child, Black, Male,0,0,30, United-States, <=50K -31, Private,197672, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -53, Private,185846, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -47, Self-emp-not-inc,315110, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,20, United-States, <=50K -27, Private,220754, Doctorate,16, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -22, Private,64292, HS-grad,9, Never-married, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -29, Private,126060, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, United-States, >50K -52, Private,78012, HS-grad,9, Widowed, Sales, Unmarried, White, Female,0,1762,40, United-States, <=50K -32, Private,210562, Assoc-voc,11, Divorced, Craft-repair, Own-child, White, Male,0,0,46, United-States, <=50K -23, Private,350181, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -27, Private,233421, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,20, United-States, <=50K -53, Private,167170, HS-grad,9, Widowed, Machine-op-inspct, Not-in-family, Black, Female,0,0,40, United-States, <=50K -18, Private,260801, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,20, United-States, <=50K -41, Private,173370, Bachelors,13, Separated, Sales, Unmarried, White, Female,0,0,30, United-States, <=50K -27, Private,135520, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,40, Dominican-Republic, <=50K -30, Private,121308, Some-college,10, Divorced, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -41, Private,444743, HS-grad,9, Divorced, Tech-support, Unmarried, White, Female,0,0,40, United-States, <=50K -21, Private,65225, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,30, United-States, <=50K -58, State-gov,136982, HS-grad,9, Married-spouse-absent, Other-service, Unmarried, Black, Female,0,0,40, Honduras, <=50K -45, State-gov,271962, Bachelors,13, Divorced, Protective-serv, Not-in-family, White, Female,0,0,40, United-States, <=50K -40, Private,204046, 10th,6, Divorced, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -21, Private,225823, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -29, Private,183009, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Other, Female,0,1590,40, United-States, <=50K -50, Private,121038, Assoc-voc,11, Married-civ-spouse, Other-service, Wife, Black, Female,0,0,40, United-States, <=50K -26, Private,49092, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,148709, HS-grad,9, Separated, Handlers-cleaners, Other-relative, White, Female,0,0,40, United-States, <=50K -27, Private,209205, Bachelors,13, Never-married, Tech-support, Own-child, White, Male,0,0,40, United-States, <=50K -36, Local-gov,285865, Bachelors,13, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -22, Federal-gov,216129, HS-grad,9, Never-married, Adm-clerical, Other-relative, White, Male,0,0,40, United-States, <=50K -37, Federal-gov,40955, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,40, Japan, <=50K -54, Private,197189, Bachelors,13, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,33001, HS-grad,9, Divorced, Farming-fishing, Unmarried, White, Male,0,0,50, United-States, <=50K -44, Private,227399, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,40, United-States, <=50K -38, Private,164050, Some-college,10, Married-civ-spouse, Protective-serv, Husband, Black, Male,0,0,40, United-States, >50K -49, Private,259087, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Female,0,0,40, United-States, <=50K -18, Private,236262, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,12, United-States, <=50K -26, Private,177929, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,48, United-States, <=50K -48, Private,166929, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,45,, >50K -32, Private,199963, 11th,7, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,40, United-States, <=50K -35, State-gov,98776, HS-grad,9, Never-married, Tech-support, Own-child, White, Male,0,0,40, United-States, <=50K -40, Private,135056, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,45, United-States, <=50K -40, Self-emp-not-inc,55363, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,3411,0,40, United-States, <=50K -42, State-gov,102343, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,72, India, >50K -30, Private,231263, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -19, Private,226913, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -36, Private,129573, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -31, Private,191001, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -50, Federal-gov,69345, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -38, Private,204556, HS-grad,9, Divorced, Craft-repair, Not-in-family, Black, Male,0,0,40, United-States, <=50K -35, Private,192626, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -45, Private,202812, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -29, Private,405177, 10th,6, Separated, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -41, Private,227890, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,46, United-States, >50K -33, Private,101352, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, >50K -49, Private,82572, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,60, United-States, <=50K -28, Private,132686, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -49, Local-gov,149210, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, Black, Male,15024,0,40, United-States, >50K -27, Private,245661, HS-grad,9, Separated, Machine-op-inspct, Own-child, White, Female,0,0,40, United-States, <=50K -47, Self-emp-inc,483596, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,2885,0,32, United-States, <=50K -42, State-gov,104663, Doctorate,16, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, Italy, >50K -30, Private,347166, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,60, United-States, <=50K -37, Local-gov,108540, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,333305, Doctorate,16, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,35, United-States, <=50K -51, Private,155408, HS-grad,9, Married-spouse-absent, Sales, Not-in-family, Black, Female,0,0,38, United-States, <=50K -27, Federal-gov,246372, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -53, Private,30290, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -45, Private,347321, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -37, Self-emp-inc,205852, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, <=50K -40, Federal-gov,163215, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40,, <=50K -54, State-gov,93449, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,40, India, >50K -47, Self-emp-inc,116927, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,42, United-States, >50K -35, Private,164526, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, Yugoslavia, >50K -33, Private,31573, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -28, Local-gov,125159, Some-college,10, Never-married, Adm-clerical, Other-relative, Black, Male,0,0,40, Haiti, <=50K -39, State-gov,201105, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,55, United-States, >50K -25,,122745, HS-grad,9, Never-married,, Own-child, White, Male,0,1602,40, United-States, <=50K -33, Private,150570, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,118941, 11th,7, Never-married, Other-service, Not-in-family, White, Female,0,0,40, Ireland, <=50K -53, Private,141388, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -21, Private,174714, Assoc-acdm,12, Never-married, Adm-clerical, Own-child, White, Male,0,0,35, United-States, <=50K -31, State-gov,75755, Doctorate,16, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,55, United-States, >50K -63, Private,133144, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, <=50K -21, Self-emp-not-inc,318865, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,30, United-States, <=50K -59, Private,109638, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -50, Private,92969, 1st-4th,2, Separated, Prof-specialty, Unmarried, Black, Female,0,0,40, United-States, <=50K -66,,376028, HS-grad,9, Married-civ-spouse,, Wife, White, Female,0,0,20, United-States, <=50K -19, Private,144161, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,30, United-States, <=50K -31, Private,183778, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Male,0,0,45, United-States, <=50K -23, Private,398904, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, <=50K -45, Private,170846, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, >50K -35, Local-gov,204277, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,205152, Bachelors,13, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -20, Private,225395, 7th-8th,4, Never-married, Machine-op-inspct, Other-relative, White, Female,0,0,60, Mexico, <=50K -38, Private,33975, HS-grad,9, Married-civ-spouse, Exec-managerial, Other-relative, White, Male,0,0,40, United-States, >50K -49, Private,147032, HS-grad,9, Married-civ-spouse, Other-service, Wife, Asian-Pac-Islander, Female,0,0,8, Philippines, <=50K -64, Private,174826, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -60, Local-gov,232769, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,20, United-States, <=50K -25, Private,36984, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, <=50K -21, Private,292264, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,35, United-States, <=50K -26, Private,303973, HS-grad,9, Never-married, Priv-house-serv, Other-relative, White, Female,0,1602,15, Mexico, <=50K -23, Private,287988, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,20, United-States, <=50K -67, Self-emp-inc,330144, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,48, United-States, >50K -24, Private,191948, HS-grad,9, Divorced, Sales, Unmarried, White, Female,0,0,30, United-States, <=50K -46, Private,324601, 1st-4th,2, Separated, Machine-op-inspct, Own-child, White, Female,0,0,40, Guatemala, <=50K -38, State-gov,200289, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,40, Taiwan, <=50K -20, Private,113307, 7th-8th,4, Never-married, Machine-op-inspct, Other-relative, White, Male,0,0,40, United-States, <=50K -28,,194087, Some-college,10, Never-married,, Other-relative, White, Female,0,0,40, United-States, <=50K -26, Private,155213, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,48, United-States, <=50K -58, Private,175127, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -31, State-gov,358461, Some-college,10, Never-married, Other-service, Not-in-family, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -37, State-gov,354929, Assoc-acdm,12, Divorced, Protective-serv, Not-in-family, Black, Male,0,0,38, United-States, <=50K -53, State-gov,104501, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40,, >50K -45, Private,112929, 7th-8th,4, Divorced, Machine-op-inspct, Not-in-family, Black, Female,0,0,35, United-States, <=50K -33, Private,132832, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,50, United-States, <=50K -33, State-gov,357691, Masters,14, Married-civ-spouse, Protective-serv, Husband, Black, Male,0,0,40, United-States, <=50K -35, Private,114605, HS-grad,9, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,25, United-States, <=50K -60, Self-emp-not-inc,525878, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,40, United-States, <=50K -21, Private,68358, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -38, Private,174571, 10th,6, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,45, United-States, <=50K -40, Private,42703, Assoc-voc,11, Divorced, Craft-repair, Unmarried, White, Female,0,0,40, United-States, <=50K -40, Private,220589, Some-college,10, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, United-States, >50K -44, Self-emp-not-inc,197558, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,70, United-States, >50K -27, Private,423250, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -34, Self-emp-not-inc,29254, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, >50K -20,,308924, Some-college,10, Never-married,, Own-child, White, Male,0,0,25, United-States, <=50K -49, Local-gov,276247, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,213841, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -52, Private,181677, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,30, United-States, >50K -46, Private,160061, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, <=50K -20, Private,285295, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, Asian-Pac-Islander, Female,0,0,40,, <=50K -43, Private,265266, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -46, Local-gov,222115, Bachelors,13, Divorced, Adm-clerical, Not-in-family, White, Female,99999,0,40, United-States, >50K -25, State-gov,194954, Some-college,10, Married-civ-spouse, Other-service, Wife, White, Female,0,0,15, United-States, <=50K -48, Private,156926, Bachelors,13, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -36, Local-gov,217414, Some-college,10, Divorced, Protective-serv, Unmarried, White, Male,0,0,55, United-States, <=50K -37, Private,538443, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,14344,0,40, United-States, >50K -18,,192399, Some-college,10, Never-married,, Own-child, White, Male,0,0,60, United-States, <=50K -42, Private,383493, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -60, Private,193235, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,24, United-States, <=50K -37, Self-emp-inc,99452, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,55, United-States, >50K -44, Local-gov,254134, Assoc-acdm,12, Divorced, Tech-support, Not-in-family, Black, Male,0,0,40, United-States, <=50K -32, Private,90446, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,116613, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, Portugal, <=50K -42, Local-gov,238188, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,35, United-States, >50K -17, Private,95909, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,12, United-States, <=50K -41, Private,82319, 12th,8, Married-civ-spouse, Other-service, Wife, White, Female,0,0,10, United-States, <=50K -34, Private,182274, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,1887,40, United-States, >50K -56, Private,179625, 10th,6, Separated, Other-service, Unmarried, White, Female,0,0,32, United-States, <=50K -28, Private,119793, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -28, Self-emp-not-inc,254989, 11th,7, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -19, Private,104830, 7th-8th,4, Never-married, Transport-moving, Unmarried, White, Male,0,0,25, Guatemala, <=50K -49, Federal-gov,110373, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -36, Self-emp-not-inc,135416, Some-college,10, Married-civ-spouse, Other-service, Wife, White, Female,0,0,50, United-States, <=50K -25, Private,298225, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,35, United-States, <=50K -42, Private,166740, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -47, Self-emp-not-inc,213668, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,50, United-States, >50K -26, Private,276624, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,226789, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,58, United-States, <=50K -37, Private,31023, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -39, Local-gov,116666, HS-grad,9, Never-married, Protective-serv, Own-child, Amer-Indian-Eskimo, Male,4650,0,48, United-States, <=50K -42, Private,136986, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,35, United-States, >50K -41, Private,179580, Some-college,10, Divorced, Other-service, Not-in-family, White, Female,0,0,36, United-States, >50K -23, Private,103277, Some-college,10, Divorced, Other-service, Own-child, White, Female,0,0,24, United-States, <=50K -31, Federal-gov,351141, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -36, Local-gov,191161, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,57, United-States, >50K -20, Private,148709, Some-college,10, Never-married, Prof-specialty, Unmarried, White, Female,0,0,25, United-States, <=50K -36, Private,128382, Some-college,10, Never-married, Machine-op-inspct, Unmarried, White, Male,0,0,45, United-States, <=50K -50, Private,144361, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, >50K -37, Private,172538, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -25, Private,102476, Bachelors,13, Never-married, Farming-fishing, Own-child, White, Male,27828,0,50, United-States, >50K -39, Private,46028, Some-college,10, Divorced, Other-service, Unmarried, White, Female,0,0,60, United-States, <=50K -32, Private,198452, HS-grad,9, Married-civ-spouse, Farming-fishing, Wife, White, Female,0,0,40, United-States, <=50K -59, Private,193895, Some-college,10, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,35, United-States, <=50K -29, Private,233421, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,3411,0,45, United-States, <=50K -50, Private,378747, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, <=50K -42, Private,31251, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,0,37, United-States, <=50K -32, Private,71540, Some-college,10, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -48, Private,194772, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,1902,40, United-States, >50K -20, Private,34568, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,3781,0,35, United-States, <=50K -50, Self-emp-not-inc,36480, 10th,6, Divorced, Craft-repair, Not-in-family, White, Male,0,0,45, United-States, <=50K -18, Private,116528, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,30, United-States, <=50K -60, Private,52152, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -60, Private,216690, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40,, <=50K -42, Local-gov,227065, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,22, United-States, <=50K -49, Private,84013, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,35, United-States, <=50K -35, Self-emp-inc,82051, Some-college,10, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, United-States, <=50K -30, Self-emp-not-inc,176185, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, Iran, <=50K -59, Private,115414, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -24, Self-emp-inc,493034, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Male,13550,0,50, United-States, >50K -55, Private,354923, Assoc-acdm,12, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -19, Private,393712, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -39, Private,98941, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -48, Private,141483, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -44, Private,172479, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,40, United-States, >50K -21, Private,226145, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,30, United-States, <=50K -23, Private,394612, Bachelors,13, Never-married, Tech-support, Own-child, Black, Male,0,0,40, United-States, <=50K -22, Private,231085, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,30, United-States, <=50K -55, Self-emp-not-inc,183810, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, >50K -19, Private,186159, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -23, Private,162282, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,25, United-States, <=50K -46, Private,219021, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,15024,0,44, United-States, >50K -23, Private,273206, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,23, United-States, <=50K -47, Self-emp-inc,332355, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,50, United-States, >50K -23, Private,102729, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,15, United-States, <=50K -42, Private,198096, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, >50K -22, State-gov,292933, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,10, United-States, <=50K -18, Private,135924, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,20, United-States, <=50K -37, Private,99146, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,50, United-States, >50K -34, Private,27409, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -30, Private,299507, Assoc-acdm,12, Separated, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -62, Self-emp-not-inc,102631, Some-college,10, Widowed, Farming-fishing, Unmarried, White, Female,0,0,50, United-States, <=50K -51, Private,153486, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,434292, HS-grad,9, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,30, United-States, <=50K -28, Self-emp-not-inc,240172, Masters,14, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -56, Private,219426, 10th,6, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -46, Private,295791, HS-grad,9, Divorced, Tech-support, Not-in-family, White, Female,0,0,30, United-States, <=50K -46, Private,114032, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,1887,45, United-States, >50K -23, Local-gov,496382, Some-college,10, Married-spouse-absent, Adm-clerical, Own-child, White, Female,0,0,40, Guatemala, <=50K -33, Private,376483, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, Black, Female,0,0,30, United-States, <=50K -27, Private,107218, HS-grad,9, Never-married, Other-service, Own-child, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -21, Private,246207, Some-college,10, Never-married, Adm-clerical, Own-child, Black, Female,0,0,20, United-States, <=50K -18,,80564, HS-grad,9, Never-married,, Own-child, White, Male,0,0,60, United-States, <=50K -36, Private,83089, 5th-6th,3, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,7298,0,40, Mexico, >50K -37, Local-gov,328301, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,36, United-States, <=50K -39, Local-gov,301614, 11th,7, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,199739, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,7298,0,60, United-States, >50K -24, Private,180060, Assoc-acdm,12, Never-married, Craft-repair, Not-in-family, White, Male,2354,0,40, United-States, <=50K -26, Private,121040, Assoc-acdm,12, Never-married, Exec-managerial, Own-child, Black, Female,0,0,40, United-States, <=50K -37, Private,125550, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,60, United-States, <=50K -34, Private,170772, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -33, Private,180551, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -33, Self-emp-not-inc,48189, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,30, United-States, <=50K -20, Private,432154, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,8, Mexico, <=50K -26, Private,263200, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,38, United-States, <=50K -47, Private,123207, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,20, United-States, >50K -17, Private,110798, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -53, Private,238481, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1485,40, United-States, <=50K -31, Private,185528, Some-college,10, Divorced, Sales, Own-child, White, Female,0,0,35, United-States, <=50K -34, Private,181311, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,528616, 5th-6th,3, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, Mexico, <=50K -39, Private,272950, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -22,,195532, HS-grad,9, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -21, Private,197583, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -40, Private,48612, HS-grad,9, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,35, United-States, <=50K -54, Local-gov,31533, Masters,14, Married-civ-spouse, Adm-clerical, Husband, White, Male,7298,0,40, United-States, >50K -32, Federal-gov,148138, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,2002,40, Iran, <=50K -29, Local-gov,30069, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,2635,0,40, United-States, <=50K -68,,170182, Some-college,10, Never-married,, Unmarried, Black, Female,0,0,40, United-States, <=50K -27, Local-gov,230885, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,45, United-States, >50K -54, Private,174102, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, >50K -23, Private,352606, HS-grad,9, Divorced, Priv-house-serv, Unmarried, White, Female,0,0,40, United-States, <=50K -38, Private,241153, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,48, United-States, >50K -54, Private,155433, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,35, United-States, <=50K -21, Private,109414, Some-college,10, Never-married, Prof-specialty, Own-child, Asian-Pac-Islander, Male,0,1974,40, United-States, <=50K -40, Private,125461, Assoc-voc,11, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,42, United-States, <=50K -19, Private,331556, 10th,6, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -21,,138575, HS-grad,9, Never-married,, Other-relative, White, Male,0,0,60, United-States, <=50K -35, Private,223514, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, Black, Female,0,0,40, United-States, <=50K -39, Private,115418, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,2174,0,45, United-States, <=50K -38, Private,193026, HS-grad,9, Never-married, Other-service, Unmarried, White, Male,0,1408,40,, <=50K -41, Private,147206, 12th,8, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, >50K -26, Private,174592, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -35, Private,268620, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,45, United-States, <=50K -70, Self-emp-not-inc,150886, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,25, United-States, <=50K -45, Private,112362, 10th,6, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -83, Private,195507, HS-grad,9, Widowed, Protective-serv, Not-in-family, White, Male,0,0,55, United-States, <=50K -59, Private,192983, HS-grad,9, Separated, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -18, Private,120544, 9th,5, Never-married, Other-service, Own-child, Black, Male,0,0,15, United-States, <=50K -31, Private,59083, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -43, Private,208277, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,45, United-States, >50K -24, Local-gov,184678, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -33, Private,278736, Assoc-voc,11, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, <=50K -48, Local-gov,39464, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,52, United-States, <=50K -27, Private,162343, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, Dominican-Republic, <=50K -41, Private,204046, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,255647, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,25, Mexico, <=50K -53, Private,123011, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, >50K -66, Self-emp-not-inc,291362, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -31, Private,159187, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -30, State-gov,126414, Bachelors,13, Married-spouse-absent, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -22, Private,227626, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -47, Self-emp-inc,173783, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,15024,0,60, United-States, >50K -74, Private,211075, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -37, Private,176756, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,1485,70, United-States, >50K -35, Self-emp-not-inc,31095, Some-college,10, Separated, Farming-fishing, Not-in-family, White, Male,4101,0,60, United-States, <=50K -51, Self-emp-not-inc,32372, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1672,70, United-States, <=50K -40, Private,331651, Some-college,10, Separated, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -51, Local-gov,146325, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1887,40, United-States, >50K -26, Private,515025, 10th,6, Married-civ-spouse, Handlers-cleaners, Wife, White, Female,0,0,40, United-States, <=50K -53, Private,394474, Assoc-acdm,12, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -32, Private,400535, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,3781,0,40, United-States, <=50K -29, Self-emp-not-inc,337505, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,0,40, South, <=50K -42, Private,211860, HS-grad,9, Separated, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -22, Private,102684, Some-college,10, Never-married, Transport-moving, Not-in-family, White, Male,0,0,32, United-States, <=50K -62,,225657, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,24, United-States, <=50K -33, Private,121966, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -21, Private,396790, HS-grad,9, Never-married, Transport-moving, Own-child, Black, Male,0,0,20, United-States, <=50K -46, Local-gov,149949, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -25, Private,252187, 11th,7, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -29, Private,209934, 5th-6th,3, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, Mexico, <=50K -29, Federal-gov,229300, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,48, United-States, <=50K -33, Private,170769, Doctorate,16, Divorced, Sales, Not-in-family, White, Male,99999,0,60, United-States, >50K -50, Private,200618, Assoc-acdm,12, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -22, Private,216984, HS-grad,9, Never-married, Adm-clerical, Not-in-family, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -40, Private,212760, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -28, Private,150309, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Amer-Indian-Eskimo, Male,0,0,45, United-States, <=50K -54, Private,174655, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,109621, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -49, Private,225124, HS-grad,9, Widowed, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -46, Private,172695, 11th,7, Widowed, Other-service, Not-in-family, White, Female,0,0,27, El-Salvador, <=50K -71, Self-emp-not-inc,238479, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,8, United-States, <=50K -27, Private,37754, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,80, United-States, <=50K -56, Private,85018, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -64, Private,256466, HS-grad,9, Married-civ-spouse, Tech-support, Husband, Asian-Pac-Islander, Male,0,0,60, Philippines, >50K -23, Private,169188, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,25, United-States, <=50K -36, Private,210945, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -39, Local-gov,287031, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -26, Private,224361, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -31, Federal-gov,108464, Assoc-acdm,12, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,75826, Bachelors,13, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -43, Private,120277, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -25, Private,104439, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,50, United-States, <=50K -27, Private,56870, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,200819, 12th,8, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -50, Self-emp-not-inc,170562, Assoc-acdm,12, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,20, United-States, <=50K -30, Private,80933, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,33088, 11th,7, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -41, Local-gov,112763, Masters,14, Divorced, Prof-specialty, Unmarried, White, Female,7430,0,36, United-States, >50K -29, Private,177651, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,45, United-States, <=50K -31, Private,261943, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -54, Private,169785, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, Italy, <=50K -20, Private,141481, 11th,7, Married-civ-spouse, Sales, Other-relative, White, Female,0,0,50, United-States, <=50K -37, Private,433491, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -28, Local-gov,86615, HS-grad,9, Never-married, Other-service, Own-child, Black, Male,0,0,30, United-States, <=50K -39, Private,125550, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -46, State-gov,421223, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -35, Private,26999, Bachelors,13, Separated, Exec-managerial, Unmarried, White, Female,0,0,42, United-States, <=50K -36, Self-emp-not-inc,241998, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,99999,0,20, United-States, >50K -34,,133861, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,25, United-States, <=50K -44, Private,115323, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -34, Self-emp-inc,23778, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -28, Self-emp-not-inc,190836, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -38, Self-emp-inc,159179, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -64,,205479, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,50, United-States, >50K -19,,47713, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -35, Private,163237, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,52, United-States, >50K -61, Private,202202, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -45, Private,168837, Some-college,10, Divorced, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -36, Private,112271, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,52537, HS-grad,9, Never-married, Transport-moving, Unmarried, Black, Male,0,0,30, United-States, <=50K -27, Private,38353, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -22, Private,141698, 10th,6, Never-married, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -26, Private,28856, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -19, Private,175652, 11th,7, Never-married, Other-service, Other-relative, White, Female,0,0,15, United-States, <=50K -36, Private,213008, HS-grad,9, Divorced, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K -51, Private,196501, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,14084,0,50, United-States, >50K -63, Private,118798, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,99999,0,40, United-States, >50K -51, Private,92463, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -20, State-gov,125165, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,25, United-States, <=50K -42, Self-emp-not-inc,103980, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -40,,180362, Bachelors,13, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -25, Private,53903, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,179735, Assoc-voc,11, Divorced, Adm-clerical, Unmarried, White, Female,0,0,50, United-States, <=50K -41,,277390, Bachelors,13, Married-civ-spouse,, Wife, White, Female,0,0,30, United-States, >50K -49, Private,122177, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,80, United-States, <=50K -46, Private,188161, HS-grad,9, Separated, Machine-op-inspct, Own-child, Black, Female,0,0,40, United-States, <=50K -32, Self-emp-not-inc,170108, HS-grad,9, Separated, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -28, Private,175262, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,0,0,40, Mexico, <=50K -19,,204441, HS-grad,9, Never-married,, Other-relative, Black, Male,0,0,20, United-States, <=50K -19, Private,164395, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,25, United-States, <=50K -18, Private,115630, 11th,7, Never-married, Adm-clerical, Own-child, Black, Male,0,0,20, United-States, <=50K -39, Private,178815, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,55, United-States, <=50K -60, Self-emp-not-inc,168223, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,30, United-States, <=50K -46, Local-gov,202560, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Female,0,1408,40, United-States, <=50K -38, Private,100295, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,50, Canada, >50K -36, Private,172256, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,44, United-States, >50K -45, Private,51664, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -60, State-gov,358893, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Female,0,2339,40, United-States, <=50K -30, Private,115963, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,333910, Some-college,10, Never-married, Tech-support, Not-in-family, White, Female,0,0,43, United-States, <=50K -23, Private,148948, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,45, United-States, <=50K -48, State-gov,130561, Some-college,10, Never-married, Prof-specialty, Not-in-family, Black, Female,0,0,24, United-States, <=50K -46, Private,428350, HS-grad,9, Married-civ-spouse, Other-service, Own-child, White, Female,0,0,15, United-States, <=50K -43, Private,188808, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -25, Private,112847, HS-grad,9, Married-civ-spouse, Transport-moving, Own-child, Other, Male,0,0,40, United-States, <=50K -50, Private,110748, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -61, Self-emp-inc,156653, HS-grad,9, Divorced, Sales, Not-in-family, White, Male,0,0,55, United-States, <=50K -35, Private,196491, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -65, Local-gov,254413, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -56, Private,91262, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Asian-Pac-Islander, Male,0,0,45, United-States, <=50K -43, Self-emp-not-inc,154785, Bachelors,13, Married-civ-spouse, Machine-op-inspct, Wife, Asian-Pac-Islander, Female,0,0,80, Thailand, <=50K -55, Private,84231, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -22, Private,226327, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -40, Private,248406, Some-college,10, Divorced, Machine-op-inspct, Own-child, White, Male,0,0,32, United-States, <=50K -35, Private,54317, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,1672,50, United-States, <=50K -22,,32732, Some-college,10, Never-married,, Own-child, White, Male,0,0,50, United-States, <=50K -20, Private,95918, 9th,5, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -46, Local-gov,375675, 12th,8, Married-civ-spouse, Other-service, Husband, White, Male,0,0,35, United-States, >50K -43, Private,244172, HS-grad,9, Separated, Transport-moving, Unmarried, White, Male,0,0,40, Mexico, <=50K -46, Federal-gov,233555, HS-grad,9, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,40,, <=50K -39, Private,326342, 11th,7, Married-civ-spouse, Other-service, Husband, Black, Male,2635,0,37, United-States, <=50K -34, Private,77271, HS-grad,9, Never-married, Exec-managerial, Unmarried, White, Female,0,0,20, England, <=50K -35, Private,33397, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,35, United-States, <=50K -30, Private,446358, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Male,0,0,41, United-States, <=50K -25, Private,151810, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, Black, Male,0,0,28, United-States, <=50K -44, Private,125461, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,35, United-States, >50K -35, Private,133906, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -41, Private,155106, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -43, Federal-gov,203637, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,7298,0,40, United-States, >50K -32, Private,232766, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -50, Private,305319, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,121023, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,15, United-States, <=50K -29, Private,198997, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,20, United-States, <=50K -38, Private,167140, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,70, United-States, >50K -20, Private,38772, 10th,6, Never-married, Handlers-cleaners, Unmarried, White, Male,0,0,50, United-States, <=50K -41, Private,253759, HS-grad,9, Never-married, Sales, Unmarried, Black, Female,0,0,40, United-States, <=50K -27, Private,130067, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,65, United-States, <=50K -37, Private,203828, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -62, State-gov,221558, Masters,14, Separated, Prof-specialty, Unmarried, White, Female,0,0,24,, <=50K -31, Private,156464, 10th,6, Divorced, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -49, Private,72333, Some-college,10, Divorced, Adm-clerical, Not-in-family, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -33, Local-gov,83671, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Black, Female,0,0,50, United-States, <=50K -31, Private,339482, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1848,40, United-States, >50K -19, Private,91928, Some-college,10, Never-married, Other-service, Other-relative, White, Female,0,0,35, United-States, <=50K -44, Private,99203, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -31, Self-emp-inc,455995, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,65, United-States, >50K -62, Private,192515, HS-grad,9, Widowed, Farming-fishing, Unmarried, White, Female,0,0,40, United-States, <=50K -65, Self-emp-not-inc,111483, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,2174,10, United-States, >50K -17, Private,221129, 9th,5, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -60, Private,85413, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,44, United-States, >50K -31, Private,196125, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,265638, Some-college,10, Never-married, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -53, Private,177727, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -44, Private,205822, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -43, Private,112607, 11th,7, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -40, Federal-gov,177595, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1579,40, United-States, <=50K -18, Private,183315, 11th,7, Never-married, Sales, Own-child, Black, Female,0,0,10, United-States, <=50K -47, Private,116279, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Female,0,0,43, United-States, <=50K -38, Federal-gov,122493, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,4064,0,40, United-States, <=50K -37, Private,215419, Assoc-acdm,12, Married-civ-spouse, Other-service, Wife, White, Female,0,0,25, United-States, <=50K -40, Private,310101, Some-college,10, Separated, Sales, Not-in-family, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -57, Self-emp-inc,61885, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,60, United-States, >50K -43, Private,59107, HS-grad,9, Separated, Other-service, Not-in-family, White, Female,4101,0,40, United-States, <=50K -32, Private,227214, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Other, Male,0,0,40, Ecuador, <=50K -64, Private,239450, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -18, Private,118847, 12th,8, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -40, Self-emp-not-inc,95226, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -17,,659273, 11th,7, Never-married,, Own-child, Black, Female,0,0,40, Trinadad&Tobago, <=50K -23, Private,215395, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -45, Private,170600, Assoc-voc,11, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -45, Self-emp-not-inc,91044, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,15, United-States, <=50K -27, Private,318639, 10th,6, Never-married, Other-service, Not-in-family, White, Male,0,0,60, Mexico, <=50K -23, Private,160398, Some-college,10, Married-spouse-absent, Handlers-cleaners, Unmarried, White, Male,0,0,40, United-States, <=50K -58, Self-emp-not-inc,216824, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, Asian-Pac-Islander, Male,0,0,30, United-States, <=50K -35, Private,308945, HS-grad,9, Divorced, Tech-support, Unmarried, White, Female,0,0,75, United-States, <=50K -47, Private,30840, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, >50K -33, Private,99309, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -27, Private,188576, Bachelors,13, Separated, Prof-specialty, Not-in-family, Asian-Pac-Islander, Male,0,0,40, Philippines, >50K -46, Private,83064, Assoc-acdm,12, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -24, Private,403865, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,56, United-States, <=50K -40, Private,235786, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,44, United-States, >50K -44, Private,191893, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,24, United-States, <=50K -31, Local-gov,149184, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,97, United-States, >50K -37, Private,152909, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Husband, White, Male,7688,0,40, United-States, >50K -23, Private,435604, Assoc-voc,11, Separated, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -30, Self-emp-inc,109282, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,52, United-States, >50K -31, Private,248178, Some-college,10, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,35, United-States, <=50K -24,,112683, HS-grad,9, Never-married,, Not-in-family, White, Female,0,0,32, United-States, <=50K -32, Private,209103, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,3464,0,40, United-States, <=50K -27, Private,183639, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -35, Local-gov,107233, HS-grad,9, Never-married, Adm-clerical, Unmarried, Amer-Indian-Eskimo, Male,0,0,55, United-States, <=50K -27, Private,175387, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,1876,40, United-States, <=50K -30, Self-emp-not-inc,178255, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,70,, <=50K -33, Self-emp-not-inc,38223, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Male,0,0,70, United-States, <=50K -34, Private,228873, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -29, Private,202182, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -26, Local-gov,425092, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,2174,0,40, United-States, <=50K -39, Self-emp-not-inc,152587, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -37, Self-emp-inc,39089, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,3103,0,50, United-States, >50K -51, Private,204304, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, >50K -40, Private,116103, Some-college,10, Separated, Craft-repair, Unmarried, White, Male,4934,0,47, United-States, >50K -53, Private,290640, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,0,40, Vietnam, <=50K -58, Federal-gov,81973, Some-college,10, Married-civ-spouse, Tech-support, Husband, Asian-Pac-Islander, Male,0,1485,40, United-States, >50K -29, Private,134890, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -33, Private,452924, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Other, Male,0,0,40, Mexico, <=50K -57, Private,245193, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -69, State-gov,34339, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,184756, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,12, United-States, <=50K -56, Private,392160, HS-grad,9, Widowed, Sales, Unmarried, White, Female,0,0,25, Mexico, <=50K -49, Private,168337, 5th-6th,3, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,309513, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -70, Private,77219, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,37, United-States, <=50K -44, Private,212888, Bachelors,13, Divorced, Exec-managerial, Unmarried, White, Female,0,0,45, United-States, <=50K -37, Private,361888, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,10520,0,40, United-States, >50K -58, Local-gov,237879, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,58, United-States, <=50K -42, Self-emp-not-inc,93099, Some-college,10, Married-civ-spouse, Prof-specialty, Own-child, White, Female,0,0,25, United-States, <=50K -41, Private,225193, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,50814, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -47, Local-gov,123681, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,60, United-States, >50K -24, Private,249351, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,40, United-States, <=50K -58, Self-emp-not-inc,222311, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,7688,0,55, United-States, >50K -18, Private,301762, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,25, United-States, <=50K -50, Private,195298, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -69, Private,541737, Some-college,10, Widowed, Adm-clerical, Not-in-family, White, Female,2050,0,24, United-States, <=50K -84, Private,241065, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,66, United-States, <=50K -47, Private,129513, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -19, Private,374262, 12th,8, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,20, United-States, <=50K -24, Private,382146, Some-college,10, Never-married, Prof-specialty, Not-in-family, Black, Male,0,0,40, United-States, <=50K -48,,185291, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,6, United-States, <=50K -53, Private,30447, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,50, United-States, <=50K -58, Private,49893, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -22, Private,197387, Some-college,10, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,24, Mexico, <=50K -36, Self-emp-not-inc,111957, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,52, United-States, <=50K -34, Private,340458, 12th,8, Never-married, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -43, Private,185670, 1st-4th,2, Widowed, Prof-specialty, Unmarried, White, Female,0,0,21, Mexico, <=50K -37, Private,210945, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,24, United-States, <=50K -43, Private,350661, Prof-school,15, Separated, Tech-support, Not-in-family, White, Male,0,0,50, Columbia, >50K -42, Private,190543, Some-college,10, Married-civ-spouse, Tech-support, Wife, White, Female,0,0,40, United-States, >50K -21, Private,70261, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,30, United-States, <=50K -49, Self-emp-not-inc,179048, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, Greece, <=50K -35, Private,242094, HS-grad,9, Married-civ-spouse, Other-service, Other-relative, Black, Male,0,0,40, United-States, <=50K -49, Self-emp-not-inc,117634, Some-college,10, Widowed, Craft-repair, Unmarried, White, Female,0,0,30, United-States, <=50K -28, Private,82531, Some-college,10, Never-married, Other-service, Not-in-family, Black, Male,0,0,40, United-States, <=50K -51, Private,193374, 1st-4th,2, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Mexico, <=50K -30,,186420, Bachelors,13, Never-married,, Not-in-family, White, Female,0,0,40, United-States, <=50K -19, Private,323605, 7th-8th,4, Never-married, Other-service, Not-in-family, White, Male,0,0,60, United-States, >50K -56, Private,371064, 9th,5, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,39927, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,8, United-States, <=50K -22, Private,64292, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,37, United-States, <=50K -33, Private,198660, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,99999,0,56, United-States, >50K -54,,196975, HS-grad,9, Divorced,, Other-relative, White, Male,0,0,45, United-States, <=50K -22, Private,210165, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -68, Private,144137, Some-college,10, Divorced, Priv-house-serv, Other-relative, White, Female,0,0,30, United-States, <=50K -56, Local-gov,155657, Bachelors,13, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -23,,72953, HS-grad,9, Never-married,, Not-in-family, White, Male,0,0,40, United-States, <=50K -69, Self-emp-not-inc,107548, 9th,5, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,163258, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -33, Private,221324, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -18, Private,444822, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,8, Mexico, <=50K -17, Private,154398, 11th,7, Never-married, Other-service, Own-child, Black, Male,0,0,16, Haiti, <=50K -31, Private,120672, 11th,7, Divorced, Handlers-cleaners, Other-relative, Black, Male,0,1721,40, United-States, <=50K -50, Private,159650, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,60, United-States, >50K -62, Private,290754, 10th,6, Widowed, Handlers-cleaners, Not-in-family, White, Female,0,0,40, United-States, <=50K -41, Private,49654, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,52, United-States, <=50K -20, Federal-gov,147352, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -23, Private,227943, Assoc-acdm,12, Never-married, Sales, Own-child, White, Male,0,0,30, United-States, <=50K -18, Private,423024, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,20, United-States, <=50K -53,,64322, 7th-8th,4, Separated,, Not-in-family, White, Male,0,0,40, United-States, <=50K -42, Private,445940, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Mexico, <=50K -23, Private,230824, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -43, Private,48882, HS-grad,9, Divorced, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -47, Private,168195, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, <=50K -53, Local-gov,188644, 5th-6th,3, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, Mexico, <=50K -28, Private,136077, 10th,6, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -28, State-gov,119793, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -44, Private,336513, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, <=50K -58, Private,186991, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -25,,218948, 7th-8th,4, Never-married,, Not-in-family, White, Female,0,0,32, Mexico, <=50K -26, Private,211435, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -36, Self-emp-not-inc,280169, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,3456,0,8, United-States, <=50K -27, Private,109997, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -39, Private,286789, Doctorate,16, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -25, Private,102460, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -17, Private,287160, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,15, United-States, <=50K -39, Private,198097, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -52, Private,119111, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,174461, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,50, United-States, <=50K -26, Self-emp-not-inc,281678, Assoc-voc,11, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,55, United-States, <=50K -24,,377725, Bachelors,13, Never-married,, Not-in-family, White, Female,0,0,40, United-States, <=50K -32, Private,151053, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, >50K -49, Local-gov,186539, Masters,14, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -20,,149478, Some-college,10, Never-married,, Other-relative, White, Female,0,0,25, United-States, <=50K -40, Private,198452, 11th,7, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -52, Private,198863, Prof-school,15, Divorced, Exec-managerial, Not-in-family, White, Male,0,2559,60, United-States, >50K -33, Private,176711, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -19, Private,165310, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Other-relative, White, Male,0,0,20, United-States, <=50K -37, Private,213008, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, Japan, <=50K -21, State-gov,38251, Some-college,10, Never-married, Tech-support, Own-child, White, Female,0,0,20, United-States, <=50K -33, Private,125761, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,36, United-States, <=50K -28, Private,148645, Assoc-acdm,12, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -48, Private,273435, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1579,40, United-States, <=50K -43, Private,208613, Bachelors,13, Separated, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -32, Private,192565, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,183885, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,30, United-States, <=50K -47, Self-emp-not-inc,243631, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,40, South, <=50K -37, Private,191754, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,50, United-States, >50K -26, Private,261278, Some-college,10, Separated, Sales, Other-relative, Black, Male,0,0,30, United-States, <=50K -55, Private,127014, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,60, United-States, <=50K -40, Private,197919, Assoc-acdm,12, Divorced, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -31, Private,217460, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -39, Private,86551, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, >50K -54, Self-emp-inc,98051, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,54, United-States, >50K -38, Private,215917, Some-college,10, Married-civ-spouse, Sales, Husband, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -53, Self-emp-not-inc,192982, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,85, United-States, <=50K -27, Self-emp-not-inc,334132, Assoc-acdm,12, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,78, United-States, <=50K -42, Private,136986, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -62, Private,116812, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -47, Private,189123, 11th,7, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,1485,58, United-States, <=50K -26, Private,89648, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, <=50K -33,,190027, HS-grad,9, Never-married,, Unmarried, Black, Female,0,0,20, United-States, <=50K -59, Private,99248, Some-college,10, Divorced, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -42, Private,57600, HS-grad,9, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,45, United-States, <=50K -25, Private,199224, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -58, Private,140363, HS-grad,9, Divorced, Sales, Not-in-family, White, Male,0,0,36, United-States, <=50K -30, Private,308812, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,60, United-States, <=50K -21, Private,275421, Some-college,10, Never-married, Craft-repair, Own-child, White, Female,0,0,40, United-States, <=50K -61, Private,213321, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,157747, Assoc-acdm,12, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,182314, Masters,14, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -70, Private,220589, Some-college,10, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,12, United-States, <=50K -55,,208640, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,30, United-States, >50K -29, Self-emp-not-inc,189346, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,2202,0,50, United-States, <=50K -46, Private,124071, Masters,14, Widowed, Prof-specialty, Not-in-family, White, Female,0,0,44, United-States, <=50K -35, Federal-gov,20469, Some-college,10, Divorced, Exec-managerial, Unmarried, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -31, Private,154227, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,43, United-States, >50K -37, Private,105044, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,42, United-States, >50K -43, Private,35910, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,43, United-States, >50K -23, Private,189203, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -41, Private,116493, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,13550,0,44, United-States, >50K -42, Local-gov,19700, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,50, United-States, >50K -26, Private,48718, 10th,6, Never-married, Adm-clerical, Not-in-family, White, Female,2907,0,40, United-States, <=50K -45, Private,106113, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -25, Private,256263, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -33,,202498, 7th-8th,4, Separated,, Not-in-family, White, Male,0,0,40, Guatemala, <=50K -38, Private,120074, Bachelors,13, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, >50K -28, Private,122922, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, <=50K -68, Self-emp-not-inc,116903, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,2149,40, United-States, <=50K -42, Local-gov,222596, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -35, Private,107302, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, India, <=50K -36, Private,156400, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -33, Private,53373, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, <=50K -22, Private,58916, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,30, United-States, <=50K -45, Local-gov,167159, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,50, United-States, >50K -24, Private,283806, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -57, Private,140426, 1st-4th,2, Married-spouse-absent, Other-service, Not-in-family, White, Male,0,0,35,, <=50K -36, Local-gov,61778, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,40, United-States, >50K -41, Private,33310, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -26, Self-emp-not-inc,202560, Some-college,10, Never-married, Prof-specialty, Own-child, White, Female,0,0,35, United-States, <=50K -25, Self-emp-not-inc,60828, Some-college,10, Never-married, Farming-fishing, Own-child, White, Female,0,0,50, United-States, <=50K -53, State-gov,153486, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -28, Local-gov,167536, Assoc-acdm,12, Widowed, Prof-specialty, Unmarried, White, Male,0,0,40, United-States, <=50K -30, Local-gov,370990, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Self-emp-not-inc,198867, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -37, Local-gov,174924, Some-college,10, Divorced, Protective-serv, Unmarried, White, Male,0,0,48, Germany, <=50K -30, Private,175856, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,38, United-States, <=50K -41, Private,169628, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, Black, Female,0,0,40,, <=50K -29,,125159, Some-college,10, Never-married,, Not-in-family, Black, Male,0,0,36,, <=50K -31, Private,220690, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,80, United-States, <=50K -36, Private,160035, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,3908,0,55, United-States, <=50K -59, Self-emp-not-inc,116878, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, Greece, <=50K -33, Self-emp-not-inc,134737, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, <=50K -29, Private,81648, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,1887,55, United-States, >50K -49, State-gov,122177, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -50, Federal-gov,69614, 10th,6, Separated, Craft-repair, Not-in-family, White, Male,0,0,56, United-States, <=50K -33, Private,112115, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,45, United-States, >50K -28, Private,299422, 7th-8th,4, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, Mexico, <=50K -81,,162882, HS-grad,9, Divorced,, Not-in-family, White, Female,0,0,35, United-States, <=50K -24, Private,112854, Some-college,10, Never-married, Tech-support, Not-in-family, White, Female,0,0,16, United-States, <=50K -32, Self-emp-not-inc,33417, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -47, Federal-gov,224559, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, >50K -44,,468706, HS-grad,9, Married-civ-spouse,, Husband, Black, Male,0,0,40, United-States, <=50K -24, Private,357028, Some-college,10, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -37, Local-gov,51158, Some-college,10, Married-civ-spouse, Tech-support, Wife, White, Female,7298,0,36, United-States, >50K -51, Private,186303, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -52, Private,127749, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -22, Private,291386, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -28, Private,138054, Assoc-acdm,12, Never-married, Other-service, Not-in-family, Other, Male,0,0,40, United-States, <=50K -47, Self-emp-not-inc,174533, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -43, Private,200835, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,108658, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,45, United-States, <=50K -43, Private,180985, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, >50K -25, Private,34803, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Female,0,0,20, United-States, <=50K -59, Private,75867, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -29, Private,156819, Assoc-acdm,12, Divorced, Prof-specialty, Unmarried, White, Female,0,0,35, United-States, <=50K -30, Private,61272, 9th,5, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,40, Portugal, <=50K -24, Private,39827, Some-college,10, Married-civ-spouse, Machine-op-inspct, Wife, Other, Female,0,0,40, Puerto-Rico, <=50K -38, Private,130007, Bachelors,13, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -37, Self-emp-not-inc,80324, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -26, Private,322614, Preschool,1, Married-spouse-absent, Machine-op-inspct, Not-in-family, White, Male,0,1719,40, Mexico, <=50K -30, Private,140869, HS-grad,9, Never-married, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -73, Local-gov,181902, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,10, Poland, >50K -30, Private,287908, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, <=50K -33, Private,309630, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -46, Private,28225, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,58, United-States, <=50K -40,,428584, HS-grad,9, Married-civ-spouse,, Wife, Black, Female,3464,0,20, United-States, <=50K -18, Private,39222, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -35, Private,359131, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,7298,0,8,, >50K -22, Private,122272, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -50, Self-emp-inc,198400, HS-grad,9, Married-civ-spouse, Sales, Husband, Black, Male,0,0,60, United-States, <=50K -62,,73091, 7th-8th,4, Widowed,, Not-in-family, Black, Male,0,0,40, United-States, <=50K -39, Self-emp-inc,283338, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,40, United-States, >50K -22, Private,208946, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -33, Private,348416, HS-grad,9, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -31, Private,379046, HS-grad,9, Never-married, Handlers-cleaners, Own-child, Asian-Pac-Islander, Female,0,0,40, Vietnam, <=50K -29, Private,183887, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -38, Self-emp-not-inc,127961, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, >50K -24, Private,211129, Bachelors,13, Never-married, Sales, Own-child, White, Female,0,0,35, United-States, <=50K -29, Local-gov,187649, HS-grad,9, Separated, Protective-serv, Other-relative, White, Female,0,0,40, United-States, <=50K -49, Federal-gov,94754, Masters,14, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -33, Private,231826, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Mexico, <=50K -28, Private,142764, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,48, United-States, <=50K -22, Private,126822, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,60, United-States, <=50K -37, Private,188069, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,284395, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -49, Private,31267, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,161444, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, Columbia, <=50K -25, Private,144483, HS-grad,9, Separated, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -36, Private,133655, HS-grad,9, Married-spouse-absent, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -36, State-gov,112074, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,45, United-States, <=50K -21, Private,249727, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,22, United-States, <=50K -18, Private,165754, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,30, United-States, <=50K -30, Local-gov,172822, Assoc-voc,11, Never-married, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, <=50K -44, Private,288433, Some-college,10, Never-married, Adm-clerical, Own-child, Black, Female,0,0,40, United-States, <=50K -40, Private,33331, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -43, Private,168071, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,44, United-States, <=50K -45, Private,207277, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -29, Private,130620, Some-college,10, Married-spouse-absent, Sales, Own-child, Asian-Pac-Islander, Female,0,0,26, India, <=50K -40, Private,136244, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -43, Private,972354, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,48, United-States, <=50K -20, Private,245297, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,20, United-States, <=50K -32, State-gov,71151, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,20, United-States, <=50K -19, Private,118352, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,16, United-States, <=50K -21, Private,117210, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -23, Private,120068, Assoc-voc,11, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,48343, 11th,7, Never-married, Other-service, Not-in-family, Black, Female,0,0,40, United-States, <=50K -52, Private,84451, Assoc-voc,11, Divorced, Other-service, Not-in-family, White, Male,0,0,32, United-States, <=50K -51,,76437, Some-college,10, Divorced,, Unmarried, White, Female,0,0,40, United-States, <=50K -19, Private,281704, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,35, United-States, <=50K -54, Private,123011, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -50, Private,104729, HS-grad,9, Divorced, Machine-op-inspct, Other-relative, White, Female,0,0,48, United-States, <=50K -29, Private,110134, Some-college,10, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -17, Private,186067, 10th,6, Never-married, Tech-support, Own-child, White, Male,0,0,10, United-States, <=50K -47, Private,214702, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,37, Puerto-Rico, <=50K -46, Private,384795, Bachelors,13, Divorced, Prof-specialty, Unmarried, Black, Female,0,0,32, United-States, <=50K -30, Private,175931, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,44, United-States, <=50K -58, Private,366324, Some-college,10, Married-civ-spouse, Other-service, Wife, White, Female,0,0,30, United-States, <=50K -48, Private,118717, Bachelors,13, Divorced, Prof-specialty, Not-in-family, Black, Female,0,0,40, United-States, <=50K -23, Private,219835, Some-college,10, Never-married, Protective-serv, Own-child, White, Male,0,0,40, Mexico, <=50K -23, Private,176486, Assoc-voc,11, Never-married, Adm-clerical, Own-child, White, Female,0,0,36, United-States, <=50K -45, Private,273435, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,182661, Some-college,10, Never-married, Sales, Own-child, Black, Male,0,0,20, United-States, <=50K -26, Private,212304, 7th-8th,4, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,48, United-States, <=50K -50, Local-gov,133963, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, >50K -49, Private,165152, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,48, United-States, >50K -26, Private,274724, Some-college,10, Never-married, Other-service, Other-relative, White, Male,0,0,40, Nicaragua, <=50K -47, Private,196707, Prof-school,15, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -31, Private,213002, 12th,8, Never-married, Sales, Not-in-family, White, Male,4650,0,50, United-States, <=50K -19,,26620, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -23, Private,361481, 10th,6, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40,, <=50K -35, Private,148581, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1740,40, United-States, <=50K -46, Private,459189, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1902,50, United-States, >50K -28, Self-emp-not-inc,214689, 11th,7, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -58, Private,289364, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,45, United-States, >50K -21, Private,174907, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -50, Self-emp-not-inc,348099, 10th,6, Divorced, Sales, Not-in-family, White, Female,0,0,50, United-States, <=50K -30,,104965, 9th,5, Never-married,, Not-in-family, White, Female,0,0,30, United-States, <=50K -31, Private,31600, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -31, Self-emp-not-inc,286282, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,20, United-States, <=50K -35, Self-emp-not-inc,181705, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,3103,0,40, United-States, >50K -33, Private,238912, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -34, Private,134737, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,55, United-States, >50K -67,,157403, Prof-school,15, Married-civ-spouse,, Husband, White, Male,6418,0,10, United-States, >50K -37, Private,197429, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,45, United-States, >50K -48, Private,47343, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -34, Federal-gov,67083, Bachelors,13, Never-married, Exec-managerial, Unmarried, Asian-Pac-Islander, Male,1471,0,40, Cambodia, <=50K -24, Private,249957, Some-college,10, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -55, Private,175942, HS-grad,9, Divorced, Priv-house-serv, Not-in-family, White, Female,0,0,40, France, <=50K -50, Private,192982, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,1848,40, United-States, >50K -40, Private,209547, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,1977,60, United-States, >50K -33, Private,142675, Bachelors,13, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,30, United-States, <=50K -51, Federal-gov,190333, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,196396, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -41, Private,166740, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -47, Local-gov,174533, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -27, Private,210867, 7th-8th,4, Never-married, Farming-fishing, Own-child, White, Male,0,0,50,, <=50K -37, Private,118486, Bachelors,13, Separated, Prof-specialty, Unmarried, White, Female,4934,0,32, United-States, >50K -40, Private,144067, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,106964, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,178136, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, <=50K -38, Private,196554, Prof-school,15, Separated, Prof-specialty, Not-in-family, White, Male,0,0,35, United-States, >50K -40, Self-emp-not-inc,403550, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -35, Private,498216, Bachelors,13, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -47, Self-emp-not-inc,192755, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,20, United-States, >50K -20,,53738, Some-college,10, Never-married,, Own-child, White, Male,0,0,60, United-States, <=50K -33, Private,156192, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -45, Private,189802, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -66,,213149, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,1825,40, United-States, >50K -35, Self-emp-not-inc,179171, HS-grad,9, Never-married, Sales, Unmarried, Black, Female,0,0,38, Germany, <=50K -32, Private,77634, 11th,7, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,45, United-States, <=50K -23, Private,189830, Some-college,10, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,50, United-States, <=50K -19, Private,127190, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,15, United-States, <=50K -44,,174147, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,138107, HS-grad,9, Never-married, Handlers-cleaners, Own-child, Black, Male,0,0,35, United-States, <=50K -44, Self-emp-inc,269733, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,30, United-States, <=50K -41, State-gov,227734, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,3464,0,40, United-States, <=50K -19, Private,318822, Some-college,10, Never-married, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -48, Private,48885, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,35, United-States, <=50K -45, Private,205424, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,65, United-States, >50K -40, Private,173858, 7th-8th,4, Married-civ-spouse, Other-service, Husband, Asian-Pac-Islander, Male,0,0,42, Cambodia, <=50K -34, Private,202450, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, >50K -20, Private,154779, Some-college,10, Never-married, Sales, Other-relative, Other, Female,0,0,40, United-States, <=50K -33, Private,180551, Some-college,10, Separated, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -30, Private,177522, HS-grad,9, Married-civ-spouse, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -23, Private,277328, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,32, Cuba, <=50K -34, Private,112584, 10th,6, Divorced, Other-service, Unmarried, White, Female,0,0,38, United-States, <=50K -48, State-gov,85384, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -32,,123971, 11th,7, Divorced,, Not-in-family, White, Female,0,0,49, United-States, <=50K -42, Private,69019, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, >50K -22, Private,112847, HS-grad,9, Never-married, Adm-clerical, Own-child, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -60, Self-emp-not-inc,52900, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,42, United-States, >50K -42, Private,37937, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -45, Private,59380, Bachelors,13, Separated, Exec-managerial, Not-in-family, White, Female,0,0,55, United-States, <=50K -47, Private,114770, HS-grad,9, Divorced, Other-service, Own-child, White, Female,0,0,32, United-States, <=50K -29, Private,216481, Masters,14, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, >50K -34, Private,176469, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,38, United-States, <=50K -34, Private,176831, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, >50K -39, Federal-gov,410034, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,93662, Some-college,10, Divorced, Prof-specialty, Unmarried, White, Female,0,0,24, United-States, <=50K -42, Self-emp-inc,144236, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,60, United-States, <=50K -48, Private,240917, 11th,7, Separated, Other-service, Not-in-family, Black, Female,0,0,35, United-States, <=50K -53, Private,608184, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,1902,40, United-States, >50K -51, Private,243361, Some-college,10, Widowed, Adm-clerical, Unmarried, White, Female,0,0,45, United-States, <=50K -44, Self-emp-not-inc,35166, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,90, United-States, <=50K -46, Self-emp-inc,182655, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -51, Private,142717, Doctorate,16, Divorced, Craft-repair, Not-in-family, White, Female,4787,0,60, United-States, >50K -32, Private,272944, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Female,0,0,40, United-States, <=50K -22,,219233, HS-grad,9, Never-married,, Own-child, Black, Male,0,1602,30, United-States, <=50K -24, Private,228686, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,45, United-States, <=50K -33, Private,236818, Assoc-voc,11, Never-married, Prof-specialty, Unmarried, Black, Female,0,0,26, United-States, <=50K -47, Self-emp-not-inc,117865, HS-grad,9, Married-AF-spouse, Craft-repair, Husband, White, Male,0,0,90, United-States, <=50K -64, Self-emp-not-inc,106538, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -62, Private,153891, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -52, Private,190909, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -39, Private,191002, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,40, Poland, <=50K -42, Private,89073, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,48, United-States, <=50K -38, Federal-gov,238342, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,7688,0,42, United-States, >50K -55, Private,259532, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -29,,189282, HS-grad,9, Married-civ-spouse,, Not-in-family, White, Female,0,0,27, United-States, <=50K -42, Private,132481, Assoc-acdm,12, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,24, United-States, <=50K -30, Private,205659, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,50, Thailand, >50K -32, Private,182323, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -36,,216256, HS-grad,9, Married-civ-spouse,, Husband, White, Male,3464,0,30, United-States, <=50K -50, Federal-gov,166419, 11th,7, Never-married, Sales, Not-in-family, Black, Female,3674,0,40, United-States, <=50K -27, Private,152246, HS-grad,9, Never-married, Machine-op-inspct, Own-child, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -47, Private,155659, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -33, Private,155198, 9th,5, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,35, United-States, <=50K -48, Self-emp-not-inc,100931, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -23, Private,162945, 7th-8th,4, Never-married, Other-service, Own-child, White, Male,0,0,35, United-States, <=50K -31, Federal-gov,334346, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -26, Private,181597, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, <=50K -61, Self-emp-not-inc,133969, HS-grad,9, Married-civ-spouse, Sales, Husband, Asian-Pac-Islander, Male,0,0,63, South, <=50K -50, Private,210217, Bachelors,13, Divorced, Sales, Unmarried, Black, Male,0,0,40, United-States, <=50K -49, Private,169711, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, Germany, >50K -57,,300104, 5th-6th,3, Married-civ-spouse,, Husband, White, Male,7298,0,84, United-States, >50K -19, Private,271521, HS-grad,9, Never-married, Other-service, Other-relative, Asian-Pac-Islander, Male,0,0,24, United-States, <=50K -18, Private,51255, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,15, United-States, <=50K -44, Self-emp-not-inc,26669, Assoc-acdm,12, Married-civ-spouse, Other-service, Wife, White, Female,0,0,99, United-States, <=50K -54, Private,194580, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -35, State-gov,177974, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -27, State-gov,315640, Masters,14, Never-married, Prof-specialty, Not-in-family, Asian-Pac-Islander, Male,0,0,20, China, <=50K -50, Self-emp-inc,136913, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -43, State-gov,230961, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,167062, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Male,0,0,40, United-States, <=50K -47, Private,120131, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,243368, Preschool,1, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,50, Mexico, <=50K -30, Private,171876, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,45, United-States, <=50K -19, Private,136866, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,45, United-States, <=50K -40, Private,316820, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,1485,40, United-States, <=50K -55, Private,185459, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -67,,81761, HS-grad,9, Divorced,, Own-child, White, Male,0,0,20, United-States, <=50K -31, Private,43716, Assoc-voc,11, Divorced, Machine-op-inspct, Unmarried, White, Male,0,0,43, United-States, <=50K -30, Private,220939, Assoc-voc,11, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -54,,148657, Preschool,1, Married-civ-spouse,, Wife, White, Female,0,0,40, Mexico, <=50K -51, Federal-gov,40808, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Amer-Indian-Eskimo, Female,0,0,43, United-States, <=50K -34, Private,183473, HS-grad,9, Divorced, Transport-moving, Own-child, White, Female,0,0,40, United-States, <=50K -59, Private,108496, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -50, Private,204838, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,38, United-States, <=50K -29, Private,132686, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, White, Male,0,0,40, United-States, <=50K -17, State-gov,117906, 10th,6, Never-married, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -24, Private,304386, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,30, United-States, <=50K -52,,248113, Preschool,1, Married-spouse-absent,, Other-relative, White, Male,0,0,40, Mexico, <=50K -39, Private,165215, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,1902,18, United-States, >50K -18,,215463, 12th,8, Never-married,, Own-child, White, Female,0,0,25, United-States, <=50K -32, Private,259719, Some-college,10, Divorced, Handlers-cleaners, Unmarried, Black, Male,0,0,40, Nicaragua, <=50K -25,,35829, Some-college,10, Divorced,, Unmarried, White, Female,0,0,50, United-States, <=50K -34, Private,248795, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,45, United-States, <=50K -44, Self-emp-not-inc,124692, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,40, United-States, >50K -37, Local-gov,128054, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -39, Private,179731, Masters,14, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,2415,65, United-States, >50K -32, Self-emp-inc,113543, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -23, Private,252153, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,28, United-States, <=50K -45, Federal-gov,45891, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Male,0,0,42, United-States, <=50K -30, Private,112263, 11th,7, Divorced, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -20, Private,47791, 12th,8, Divorced, Other-service, Not-in-family, White, Female,0,0,10, United-States, <=50K -41, Private,202980, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,4, Peru, <=50K -21, Private,34918, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,30, United-States, <=50K -48, Private,91251, 7th-8th,4, Married-civ-spouse, Other-service, Husband, Asian-Pac-Islander, Male,0,0,30, China, <=50K -31, Private,132996, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,5178,0,45, United-States, >50K -34, Private,306215, Assoc-voc,11, Never-married, Handlers-cleaners, Not-in-family, Black, Male,0,0,40, United-States, <=50K -25, Private,203570, HS-grad,9, Separated, Other-service, Unmarried, Black, Male,0,0,40, United-States, <=50K -41, Self-emp-not-inc,355918, Bachelors,13, Separated, Craft-repair, Not-in-family, White, Male,0,0,35, United-States, <=50K -35, Self-emp-not-inc,198841, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -42, Private,282964, Bachelors,13, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -34, Self-emp-not-inc,312197, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,75, Mexico, >50K -44, Private,98779, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,4386,0,60, United-States, <=50K -32, Private,200246, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -25, Private,182771, Some-college,10, Never-married, Sales, Own-child, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -23, Private,199908, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -36, Private,172104, Prof-school,15, Never-married, Prof-specialty, Not-in-family, Other, Male,0,0,40, India, >50K -53, Self-emp-not-inc,35295, Bachelors,13, Never-married, Sales, Unmarried, White, Male,0,0,60, United-States, >50K -27, Private,216858, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,52, United-States, <=50K -27, Private,332187, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,65, United-States, <=50K -57, Private,255109, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,45, United-States, <=50K -17, Private,111332, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -59, Local-gov,238431, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,38, United-States, <=50K -34, Private,131552, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -30, Private,110239, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,55, United-States, <=50K -31, State-gov,255830, Assoc-acdm,12, Never-married, Adm-clerical, Own-child, Black, Female,0,0,45, United-States, <=50K -18,,175648, 11th,7, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -23, Private,82998, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,30, United-States, <=50K -19, Private,164320, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -20, Self-emp-not-inc,263498, Assoc-voc,11, Never-married, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -52, Self-emp-not-inc,162381, HS-grad,9, Divorced, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -39, Local-gov,229651, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -27, Private,357348, HS-grad,9, Separated, Other-service, Unmarried, White, Female,0,0,50, United-States, <=50K -19, Private,269657, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,35, United-States, <=50K -38, Local-gov,82880, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,15, United-States, <=50K -19, Private,389755, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,16, United-States, <=50K -34, Private,195136, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,1887,40, United-States, >50K -41, Private,207685, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45,, <=50K -23, Private,222925, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Own-child, White, Female,2105,0,40, United-States, <=50K -24,,196388, Assoc-acdm,12, Never-married,, Not-in-family, White, Male,0,0,12, United-States, <=50K -24, Private,50341, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -22, Private,214134, 10th,6, Never-married, Transport-moving, Not-in-family, Amer-Indian-Eskimo, Male,0,0,84, United-States, <=50K -45, Private,114032, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -45, Private,192053, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -48, Private,240231, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,40, Japan, >50K -42, Private,44402, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -35, Self-emp-not-inc,191503, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -32, Private,163530, HS-grad,9, Divorced, Other-service, Unmarried, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -51, Local-gov,136823, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,32, United-States, <=50K -59, Private,121912, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -31, Local-gov,58624, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -27, Local-gov,74056, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Male,0,0,50, United-States, <=50K -29, Private,144259, Bachelors,13, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,4386,0,80,, >50K -57, Private,182028, Assoc-acdm,12, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,35, United-States, <=50K -40, Private,209040, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -31, Private,206046, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -23, Private,182494, 7th-8th,4, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -42, Private,185057, HS-grad,9, Separated, Adm-clerical, Unmarried, White, Female,0,0,35, Scotland, <=50K -60, Private,147473, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -53, Local-gov,221722, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Female,14344,0,50, United-States, >50K -20,,388811, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -27, Private,221912, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -31, Private,48189, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, <=50K -29, State-gov,382272, Bachelors,13, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -22, Private,48347, Bachelors,13, Never-married, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -42, Private,143046, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,1564,38, United-States, >50K -63, Self-emp-inc,137940, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,50, United-States, >50K -28, Private,249571, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -79, Private,121318, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,20, United-States, <=50K -39, Private,224531, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,7298,0,40, United-States, >50K -29, Private,185019, 12th,8, Never-married, Other-service, Not-in-family, Other, Male,0,0,40, United-States, <=50K -60, Private,27886, 7th-8th,4, Divorced, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -58, Private,94741, 12th,8, Married-civ-spouse, Other-service, Wife, White, Female,0,0,24, United-States, <=50K -20, Private,107801, Assoc-acdm,12, Never-married, Other-service, Own-child, White, Female,0,2205,18, United-States, <=50K -44, Private,191256, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,65, United-States, >50K -47, Private,256866, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,48, United-States, <=50K -59, Private,197148, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,24, United-States, >50K -37, Private,312271, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,65, United-States, <=50K -21, Private,118657, HS-grad,9, Separated, Machine-op-inspct, Other-relative, White, Male,0,0,40, United-States, <=50K -68, Private,224338, Assoc-voc,11, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -43, Private,242488, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,5013,0,40, United-States, <=50K -23,,234970, Some-college,10, Never-married,, Own-child, Black, Female,0,0,40, United-States, <=50K -23, Private,227915, HS-grad,9, Never-married, Craft-repair, Unmarried, White, Female,0,0,33, United-States, <=50K -40, Local-gov,105717, Masters,14, Never-married, Adm-clerical, Not-in-family, White, Female,0,1876,35, United-States, <=50K -45, Self-emp-not-inc,160962, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,35, United-States, <=50K -34,,353881, Assoc-voc,11, Married-civ-spouse,, Husband, White, Male,3103,0,60, United-States, >50K -22, Private,188950, Some-college,10, Never-married, Tech-support, Own-child, White, Male,0,0,40, United-States, <=50K -38, Private,201328, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -24, Private,218678, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,49, United-States, <=50K -23, Private,184255, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, United-States, <=50K -39, Federal-gov,200968, Some-college,10, Married-civ-spouse, Adm-clerical, Other-relative, White, Male,0,0,45, United-States, >50K -26, Private,102264, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -24, Private,300584, HS-grad,9, Never-married, Handlers-cleaners, Unmarried, White, Male,0,0,40, United-States, <=50K -22, Private,208946, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,25, United-States, <=50K -36, Private,105021, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, <=50K -20, Private,124751, Some-college,10, Never-married, Priv-house-serv, Own-child, White, Female,0,0,20, United-States, <=50K -18, Private,274057, 11th,7, Never-married, Other-service, Own-child, Black, Male,0,0,8, United-States, <=50K -38, Private,132879, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -43, Self-emp-inc,260960, Bachelors,13, Divorced, Farming-fishing, Not-in-family, White, Male,0,0,35, United-States, <=50K -56, Private,208415, HS-grad,9, Divorced, Exec-managerial, Not-in-family, Black, Male,0,0,40,, <=50K -42, Private,356934, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -35, Private,154410, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -31, Private,35378, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,45, United-States, <=50K -73, Private,301210, 1st-4th,2, Married-civ-spouse, Transport-moving, Husband, White, Male,0,1735,20, United-States, <=50K -32, Private,73621, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Female,0,0,42, United-States, <=50K -37, Private,108140, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,45, United-States, >50K -66, Private,217198, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,10, United-States, <=50K -22, Private,157332, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,35, United-States, <=50K -51, Private,202956, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,173495, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,35, United-States, <=50K -65, Private,149811, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,2206,59, Canada, <=50K -39, Private,444219, HS-grad,9, Married-civ-spouse, Craft-repair, Wife, Black, Female,0,0,45, United-States, <=50K -48, Private,125120, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,37, United-States, <=50K -20, Private,190429, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -28,,190303, Assoc-acdm,12, Never-married,, Other-relative, White, Male,0,0,40, United-States, <=50K -48, Private,248164, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,4386,0,50, United-States, >50K -29, Federal-gov,208534, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,80, United-States, <=50K -36, Self-emp-not-inc,343721, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,30,, >50K -35, Self-emp-inc,196373, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -31, Private,433788, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -48, State-gov,122086, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,137314, Assoc-voc,11, Never-married, Tech-support, Not-in-family, White, Male,0,0,45, United-States, <=50K -40, Self-emp-not-inc,33068, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -57, Private,210688, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,15, United-States, <=50K -26, Local-gov,117833, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,4865,0,35, United-States, <=50K -37, State-gov,103474, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -65, Private,115880, Doctorate,16, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -26, Self-emp-not-inc,233933, 10th,6, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,32, United-States, <=50K -42, Private,52781, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -47, Private,586657, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, Japan, >50K -62, Private,113080, 7th-8th,4, Divorced, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -27, Private,251905, Assoc-voc,11, Never-married, Exec-managerial, Own-child, White, Male,0,0,50, United-States, <=50K -76, Self-emp-not-inc,225964, Some-college,10, Widowed, Sales, Not-in-family, White, Male,0,0,8, United-States, <=50K -20,,194096, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -29, Private,263831, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -29, Private,133136, 12th,8, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -32, Private,121634, 10th,6, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, Mexico, <=50K -22, Self-emp-inc,40767, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -30, Federal-gov,355789, HS-grad,9, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,50, United-States, <=50K -43, Local-gov,311914, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -23, Private,91189, Bachelors,13, Married-civ-spouse, Other-service, Husband, White, Male,0,0,20, United-States, <=50K -44, Federal-gov,344060, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -41, Private,113823, Bachelors,13, Divorced, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -49, State-gov,185800, Masters,14, Divorced, Prof-specialty, Unmarried, Black, Female,7430,0,40, United-States, >50K -30, Private,76107, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,45, United-States, >50K -23, Private,117618, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,35, United-States, <=50K -39, Private,238008, HS-grad,9, Widowed, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -32, Private,136480, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -50, Private,285200, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1887,35, United-States, >50K -19, Private,351040, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, Puerto-Rico, <=50K -35, Private,1226583, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,52, United-States, >50K -23, Private,195767, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -25, Private,187540, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -40, Private,79372, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -30, Private,226665, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,42, United-States, >50K -52, Private,213209, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -49, Private,211005, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,60, United-States, <=50K -24, Private,96178, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -46, Private,328216, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,40, United-States, >50K -39, Private,110713, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -45, Self-emp-not-inc,225456, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -62, Local-gov,159908, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,1258,38, United-States, <=50K -43, Private,118308, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,50, United-States, >50K -45, Private,180309, Some-college,10, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -62, Self-emp-not-inc,39630, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -48, Private,273828, 5th-6th,3, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, Mexico, <=50K -56, Private,172071, HS-grad,9, Divorced, Other-service, Unmarried, Black, Female,0,0,40, Jamaica, <=50K -28, Private,218887, HS-grad,9, Never-married, Farming-fishing, Unmarried, White, Female,0,0,35, United-States, <=50K -23, Private,664670, HS-grad,9, Never-married, Craft-repair, Own-child, Black, Male,0,0,40, United-States, <=50K -43, Private,209149, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,35, United-States, <=50K -26, Private,84619, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -36, Private,447346, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -55, Local-gov,37869, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,60, United-States, <=50K -48, State-gov,99086, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, <=50K -43, Private,143582, 5th-6th,3, Married-civ-spouse, Machine-op-inspct, Wife, Asian-Pac-Islander, Female,0,2129,72,, <=50K -38, Private,326886, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -18, Private,181755, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,30, United-States, <=50K -56, Self-emp-not-inc,249368, HS-grad,9, Married-spouse-absent, Exec-managerial, Not-in-family, White, Male,0,0,70, United-States, <=50K -39, Self-emp-not-inc,326400, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -46, Private,504725, 5th-6th,3, Separated, Handlers-cleaners, Not-in-family, White, Male,0,0,50, Mexico, <=50K -36, Private,88967, 11th,7, Never-married, Transport-moving, Unmarried, Amer-Indian-Eskimo, Male,0,0,65, United-States, <=50K -42, Self-emp-not-inc,170721, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,2002,40, United-States, <=50K -50, Private,148953, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, >50K -17, Private,342752, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,20, United-States, <=50K -57, Private,220871, 7th-8th,4, Widowed, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -73, Private,29675, HS-grad,9, Widowed, Other-service, Other-relative, White, Female,0,0,12, United-States, <=50K -50, Federal-gov,183611, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Private,115215, Some-college,10, Never-married, Transport-moving, Own-child, White, Male,0,0,45, United-States, <=50K -27, Private,152231, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, <=50K -24,,41356, Some-college,10, Never-married,, Not-in-family, White, Female,0,0,40, United-States, <=50K -27, Private,225142, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -23, Self-emp-not-inc,121313, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -25, Private,134821, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -51, Private,311350, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -26, Private,102106, 10th,6, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -47, Private,427055, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,45, Mexico, <=50K -40, Private,117860, HS-grad,9, Divorced, Other-service, Not-in-family, Black, Male,0,0,40, United-States, <=50K -58, Private,285885, 9th,5, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -25, Private,212800, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -29, Private,194864, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,18, United-States, <=50K -36, Private,31438, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,43, United-States, <=50K -46, Private,148254, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,60, United-States, <=50K -69, Private,113035, 1st-4th,2, Widowed, Priv-house-serv, Not-in-family, Black, Female,0,0,4, United-States, <=50K -69, Private,106595, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,1848,0,40, United-States, <=50K -28, Private,144521, HS-grad,9, Never-married, Other-service, Own-child, Black, Female,0,0,40, United-States, <=50K -20, Private,172232, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,48, United-States, <=50K -54, State-gov,123592, HS-grad,9, Separated, Adm-clerical, Unmarried, Black, Female,3887,0,35, United-States, <=50K -25, Private,191921, Some-college,10, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -64, Local-gov,237379, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,3471,0,40, United-States, <=50K -17, Private,208463, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -53, Federal-gov,68985, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -50, Private,22418, 9th,5, Divorced, Transport-moving, Not-in-family, White, Male,0,0,50, United-States, <=50K -57, Private,163047, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,38, United-States, <=50K -51, Private,153870, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,2603,40, United-States, <=50K -20,,124954, Some-college,10, Never-married,, Own-child, White, Male,0,0,30, United-States, <=50K -47, Private,197702, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,166415, HS-grad,9, Never-married, Transport-moving, Unmarried, White, Male,0,0,52, United-States, <=50K -50, State-gov,116211, Prof-school,15, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,52, United-States, >50K -20, Private,33644, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,30, United-States, <=50K -43, State-gov,33331, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,70, United-States, >50K -46, Private,73019, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -54, Private,169182, HS-grad,9, Separated, Adm-clerical, Unmarried, White, Female,0,0,38, Puerto-Rico, <=50K -53, Private,20438, Some-college,10, Separated, Exec-managerial, Unmarried, Amer-Indian-Eskimo, Female,0,0,15, United-States, <=50K -21, Private,109869, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,30, United-States, <=50K -58, Private,316849, Some-college,10, Divorced, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Private,208043, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, >50K -61, Private,153790, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, Black, Female,0,0,40, United-States, <=50K -56, State-gov,153451, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,35, United-States, <=50K -59, Private,96840, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -72, Private,192732, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,20, United-States, <=50K -33, Private,209101, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -46, Private,146919, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -46, Local-gov,192323, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,38, United-States, >50K -48, Private,217019, HS-grad,9, Never-married, Prof-specialty, Unmarried, Black, Female,0,0,28, United-States, <=50K -33, Private,198211, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,222490, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Female,0,0,40, United-States, <=50K -27, Private,106758, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,45, United-States, <=50K -31, Private,561334, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -28, Private,203710, Bachelors,13, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -45, Local-gov,203322, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,38, United-States, <=50K -51, Private,123703, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,4386,0,40, United-States, >50K -46, State-gov,312015, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Female,0,0,40, United-States, <=50K -25, Private,209428, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,25, El-Salvador, <=50K -61, Private,230292, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,7688,0,40, United-States, >50K -17, Private,114420, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,30, United-States, <=50K -26, Private,120238, Bachelors,13, Never-married, Craft-repair, Not-in-family, White, Male,3325,0,40, United-States, <=50K -35, Private,100375, 10th,6, Divorced, Craft-repair, Not-in-family, White, Male,0,0,60, United-States, <=50K -33, Self-emp-not-inc,42485, 11th,7, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,70, United-States, <=50K -37, Private,130620, 12th,8, Married-civ-spouse, Sales, Wife, Asian-Pac-Islander, Female,0,0,33,, <=50K -39, Local-gov,134367, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,35, United-States, <=50K -42, Private,147099, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,30, United-States, <=50K -35, Private,36214, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,4386,0,47, United-States, >50K -45, Private,119904, HS-grad,9, Divorced, Tech-support, Not-in-family, White, Female,0,0,50, United-States, >50K -47, Self-emp-inc,105779, Bachelors,13, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, >50K -64, Private,165020, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, United-States, <=50K -39, Private,187098, Prof-school,15, Married-civ-spouse, Exec-managerial, Wife, White, Female,15024,0,47, United-States, >50K -43,,142030, HS-grad,9, Divorced,, Unmarried, White, Female,0,0,40, United-States, <=50K -34, Private,241360, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40,, <=50K -62, Private,121319, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,3103,0,40, United-States, >50K -53, Private,151580, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,40, United-States, >50K -31, Private,162572, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,35917, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -56, Self-emp-inc,35723, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -43, Private,194773, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -33, Private,62155, Some-college,10, Never-married, Sales, Not-in-family, Black, Male,0,0,35, United-States, <=50K -45, Self-emp-not-inc,192203, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1485,40, United-States, >50K -46, Private,174370, Some-college,10, Separated, Sales, Not-in-family, White, Male,0,0,55, United-States, <=50K -26, Private,161007, Assoc-voc,11, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,80, United-States, <=50K -24, Private,270517, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,40, Mexico, <=50K -43, Private,163847, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, >50K -40, Private,193882, Assoc-voc,11, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -61, Private,160037, 7th-8th,4, Divorced, Other-service, Not-in-family, White, Male,0,0,35, United-States, <=50K -34, Federal-gov,189944, Some-college,10, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,72, United-States, <=50K -85, Private,115364, HS-grad,9, Widowed, Sales, Unmarried, White, Male,0,0,35, United-States, <=50K -41, Private,163174, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -31, State-gov,188900, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Female,3325,0,35, United-States, <=50K -22, Private,214399, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,30, United-States, <=50K -60, Private,156616, HS-grad,9, Widowed, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -29, Private,204862, Assoc-acdm,12, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,36, United-States, <=50K -34,,55921, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -35, State-gov,172475, Bachelors,13, Never-married, Exec-managerial, Not-in-family, Asian-Pac-Islander, Female,2977,0,45, United-States, <=50K -24, Private,153082, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,30, United-States, <=50K -45, Local-gov,195418, Masters,14, Divorced, Prof-specialty, Not-in-family, Black, Male,0,0,40, United-States, <=50K -21, Local-gov,276840, 12th,8, Never-married, Other-service, Own-child, Black, Male,0,0,20, United-States, <=50K -30, Private,97933, Assoc-acdm,12, Married-civ-spouse, Transport-moving, Wife, White, Female,0,1485,37, United-States, >50K -50, Self-emp-inc,119099, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,99, United-States, >50K -41, Self-emp-not-inc,83411, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -21, Private,198992, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,33, United-States, <=50K -45, Private,337825, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -34, Private,192002, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -28, Private,189346, HS-grad,9, Divorced, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -19, Private,231962, HS-grad,9, Never-married, Other-service, Unmarried, White, Male,0,0,40, United-States, <=50K -26, Private,164488, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,13550,0,50, United-States, >50K -48, Private,200471, Bachelors,13, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, >50K -69, Private,228921, Bachelors,13, Widowed, Prof-specialty, Not-in-family, White, Male,0,2282,40, United-States, >50K -41, Private,184846, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -43, Private,233851, Bachelors,13, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -28, Private,499001, HS-grad,9, Never-married, Craft-repair, Unmarried, White, Male,0,0,40, Mexico, <=50K -65, Local-gov,125768, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,28, United-States, <=50K -31, Private,255004, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,1741,38, United-States, <=50K -28, Private,157624, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -51, Private,146767, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -45, Private,118291, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Female,0,0,80, United-States, <=50K -43, Private,313181, HS-grad,9, Divorced, Adm-clerical, Other-relative, Black, Male,0,0,38, United-States, <=50K -31, Private,87891, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -31, Private,226443, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, >50K -45, Private,81132, Some-college,10, Married-civ-spouse, Craft-repair, Other-relative, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -20, Private,216436, Bachelors,13, Never-married, Sales, Other-relative, Black, Female,0,0,30, United-States, <=50K -25, Private,213412, Bachelors,13, Never-married, Tech-support, Unmarried, White, Male,0,0,40, United-States, <=50K -36, Private,179358, HS-grad,9, Widowed, Handlers-cleaners, Unmarried, White, Female,0,0,30, United-States, <=50K -31, Private,369825, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,4101,0,50, United-States, <=50K -56, Private,199763, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -26, Private,239390, Bachelors,13, Never-married, Sales, Own-child, White, Male,0,0,18, United-States, <=50K -47, Self-emp-not-inc,173613, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,65, United-States, <=50K -40, Self-emp-inc,37869, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -32, Private,302845, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,48, United-States, <=50K -34, State-gov,85218, Masters,14, Never-married, Prof-specialty, Unmarried, Black, Female,0,0,24, United-States, <=50K -37, Private,48268, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, <=50K -38, Private,173968, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -19, Private,70982, Assoc-voc,11, Never-married, Other-service, Own-child, Asian-Pac-Islander, Male,0,0,16, United-States, <=50K -49, Private,166857, 9th,5, Divorced, Handlers-cleaners, Not-in-family, White, Female,0,0,40, United-States, <=50K -18,,256191, HS-grad,9, Never-married,, Own-child, Black, Female,0,0,25, United-States, <=50K -26, Private,162872, Assoc-acdm,12, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -82, Private,152148, 7th-8th,4, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,2, United-States, <=50K -40, Private,139193, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -28, Private,791084, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,50, United-States, <=50K -23, Private,137214, HS-grad,9, Married-civ-spouse, Sales, Husband, Black, Male,0,0,37, United-States, <=50K -19, Private,183258, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -67, Private,154035, HS-grad,9, Widowed, Handlers-cleaners, Other-relative, Black, Male,0,0,32, United-States, <=50K -43, Private,115323, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,3103,0,40, United-States, >50K -41, Private,213055, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, Other, Female,0,0,50, United-States, <=50K -37, Private,155064, Assoc-voc,11, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -20, Private,33551, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -40, Private,169995, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -47, Private,168262, Masters,14, Separated, Exec-managerial, Not-in-family, White, Male,99999,0,50, United-States, >50K -40, Private,104196, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -39, State-gov,114055, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -24, Private,274398, Some-college,10, Never-married, Adm-clerical, Own-child, Black, Female,0,0,20, United-States, <=50K -78,,27979, HS-grad,9, Married-civ-spouse,, Husband, White, Male,2228,0,32, United-States, <=50K -67,,244122, Assoc-voc,11, Widowed,, Not-in-family, White, Female,0,0,1, United-States, <=50K -49, Private,196571, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -66, Private,101607, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,10, United-States, <=50K -52, Private,122109, HS-grad,9, Never-married, Prof-specialty, Unmarried, White, Female,0,323,40, United-States, <=50K -59, Self-emp-inc,255822, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,60, United-States, <=50K -72, Private,195184, HS-grad,9, Widowed, Priv-house-serv, Unmarried, White, Female,0,0,12, Cuba, <=50K -35, Federal-gov,245372, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Private,169583, Bachelors,13, Married-AF-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, >50K -36, Private,224531, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -26, Private,186151, HS-grad,9, Separated, Tech-support, Own-child, White, Female,0,0,40, United-States, <=50K -23, Private,118693, Bachelors,13, Never-married, Other-service, Not-in-family, White, Male,0,0,35, United-States, <=50K -39, Private,297449, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -40, Self-emp-not-inc,125206, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,393264, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -38, Private,108140, Bachelors,13, Never-married, Other-service, Not-in-family, White, Male,0,0,20, United-States, <=50K -63, Private,264968, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -58, Self-emp-not-inc,318106, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -30, Private,156025, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -38, State-gov,149455, HS-grad,9, Never-married, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -25, Private,359985, 5th-6th,3, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,33, Mexico, <=50K -44, State-gov,165108, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -43, Private,115178, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -21, Private,149224, Some-college,10, Never-married, Transport-moving, Own-child, White, Male,0,0,30, United-States, <=50K -41, Local-gov,352056, Assoc-acdm,12, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -38, Private,174717, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -75,,173064, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,6, United-States, <=50K -29, Private,147755, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1672,40, United-States, <=50K -52, Self-emp-not-inc,135716, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,70, United-States, <=50K -47, Private,44216, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,45, United-States, <=50K -28, Private,37359, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,50, United-States, >50K -24, Private,178255, Some-college,10, Married-civ-spouse, Priv-house-serv, Wife, White, Female,0,0,40,, <=50K -30, State-gov,70617, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,10, China, <=50K -30, Private,154950, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,60, United-States, >50K -40, Private,356934, Assoc-acdm,12, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, >50K -27, Private,271714, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,30, United-States, <=50K -26, Private,247025, HS-grad,9, Never-married, Protective-serv, Unmarried, White, Male,0,0,44, United-States, <=50K -32, Private,107417, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,37, United-States, <=50K -36, State-gov,116554, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -26, Private,917220, 12th,8, Never-married, Transport-moving, Own-child, Black, Male,0,0,40, United-States, <=50K -25, Private,430084, Some-college,10, Never-married, Transport-moving, Not-in-family, Black, Male,0,0,40, United-States, <=50K -39, Private,202937, Some-college,10, Divorced, Tech-support, Not-in-family, White, Female,0,0,40, Poland, <=50K -27, Private,62737, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,508548, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -38, Self-emp-inc,275223, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,7688,0,40, United-States, >50K -35, Self-emp-not-inc,381931, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,55, United-States, <=50K -29, Private,246974, Assoc-voc,11, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -49, Private,105431, HS-grad,9, Divorced, Other-service, Not-in-family, Black, Female,0,0,40, United-States, <=50K -36, Private,146311, 9th,5, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -47, Self-emp-not-inc,159869, Doctorate,16, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -21, Private,204641, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -35, Private,66297, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Asian-Pac-Islander, Female,0,0,40, Philippines, >50K -38, Private,227615, 1st-4th,2, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, Mexico, <=50K -66,,107744, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -45, Private,360393, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,50, United-States, >50K -19, Private,263340, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,15, United-States, <=50K -18, Private,141918, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,22, United-States, <=50K -37, Private,294292, Prof-school,15, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -49, Private,128736, Bachelors,13, Never-married, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -33, Local-gov,511289, Assoc-voc,11, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,48, United-States, >50K -27, Private,302406, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -34, Local-gov,101517, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,35, United-States, <=50K -54, State-gov,161334, Masters,14, Married-spouse-absent, Prof-specialty, Not-in-family, Asian-Pac-Islander, Female,0,0,40, China, <=50K -24, Self-emp-inc,189148, Some-college,10, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -44, Self-emp-not-inc,103111, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -48, Self-emp-not-inc,51620, Bachelors,13, Separated, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -23, Private,31606, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -29, Private,34292, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,38, United-States, <=50K -21, Private,107882, Assoc-acdm,12, Never-married, Other-service, Own-child, White, Female,0,0,9, United-States, <=50K -18, Private,39529, 12th,8, Never-married, Other-service, Own-child, White, Female,0,0,32, United-States, <=50K -18, Private,135315, 9th,5, Never-married, Sales, Own-child, Other, Female,0,0,32, United-States, <=50K -29, Private,107812, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -29, Private,229729, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -41, Private,111891, HS-grad,9, Separated, Machine-op-inspct, Other-relative, Black, Female,0,0,40, United-States, <=50K -32, Private,340917, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -61, Private,202952, 10th,6, Divorced, Other-service, Not-in-family, Black, Female,0,0,24, United-States, <=50K -79, Private,333230, HS-grad,9, Married-spouse-absent, Prof-specialty, Not-in-family, White, Male,0,0,6, United-States, <=50K -34, Private,114955, Assoc-acdm,12, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -46, Private,159869, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -50, Self-emp-not-inc,57758, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -29, Private,207064, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,193090, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,3674,0,40, United-States, <=50K -64, Private,151364, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -70, Local-gov,88638, Masters,14, Never-married, Prof-specialty, Unmarried, White, Female,7896,0,50, United-States, >50K -28, Local-gov,304960, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Female,0,1980,40, United-States, <=50K -51, Private,102828, Assoc-voc,11, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, Greece, <=50K -20,,210029, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -34, State-gov,154246, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Male,4865,0,55, United-States, <=50K -29, Private,142519, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -49, Private,104455, Bachelors,13, Married-spouse-absent, Other-service, Not-in-family, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -77, Self-emp-inc,192230, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,292592, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,35, United-States, <=50K -27, Private,330132, Bachelors,13, Married-civ-spouse, Tech-support, Wife, White, Female,0,0,40, United-States, >50K -22, Private,51111, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -35, Local-gov,258037, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Cuba, >50K -42, Local-gov,188291, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,1902,40, United-States, >50K -35, State-gov,349066, HS-grad,9, Divorced, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -62,,191188, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,133503, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,2635,0,16, United-States, <=50K -45, Private,146497, Some-college,10, Widowed, Exec-managerial, Unmarried, White, Female,0,0,55, United-States, <=50K -19, Private,240468, Some-college,10, Married-spouse-absent, Sales, Own-child, White, Female,0,1602,40, United-States, <=50K -38, Private,175120, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -26, Private,416577, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,45, United-States, <=50K -29, Private,253814, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,45, United-States, <=50K -33, Private,159247, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -35, Self-emp-not-inc,102471, HS-grad,9, Divorced, Farming-fishing, Not-in-family, White, Male,0,0,80, Puerto-Rico, <=50K -42, Private,213464, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,211968, Assoc-voc,11, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -43, Federal-gov,32016, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -69, Private,512992, 11th,7, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,45, United-States, <=50K -39, Private,135020, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -37, Private,109133, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Portugal, <=50K -28, Private,142712, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -26, Federal-gov,76900, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -32, Private,112176, Some-college,10, Divorced, Sales, Own-child, White, Male,0,0,30, United-States, <=50K -43, Federal-gov,262233, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, >50K -49, Private,122066, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,30, Hungary, <=50K -28, Private,194690, 7th-8th,4, Separated, Other-service, Own-child, White, Male,0,0,60, Mexico, <=50K -35, Private,306678, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,2885,0,40, United-States, <=50K -19,,217769, Some-college,10, Never-married,, Own-child, White, Female,594,0,10, United-States, <=50K -35, Local-gov,308945, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -57, Private,46699, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -45, Private,377757, 9th,5, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,220993, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,1590,48, United-States, <=50K -45, Private,102147, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,113770, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -35, Private,139012, Bachelors,13, Married-civ-spouse, Other-service, Husband, Asian-Pac-Islander, Male,0,0,40, Vietnam, <=50K -45, Private,148900, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -28, Federal-gov,329426, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -64, Self-emp-inc,181408, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,10, United-States, <=50K -44, Local-gov,101950, Prof-school,15, Separated, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -59, Self-emp-not-inc,32537, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, >50K -41, Private,209547, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -21, Private,202373, Some-college,10, Never-married, Sales, Own-child, Black, Male,0,0,25, United-States, <=50K -29, Self-emp-not-inc,151476, Assoc-voc,11, Never-married, Adm-clerical, Not-in-family, White, Female,2174,0,40, United-States, <=50K -51, Self-emp-not-inc,174824, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,8614,0,40, United-States, >50K -22, Private,138768, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -49, Private,143482, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -53, Private,200190, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,80, United-States, >50K -38, Private,168407, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,5721,0,44, United-States, <=50K -23, Private,148315, Some-college,10, Separated, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -20, Private,270517, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,40, Mexico, <=50K -40, Private,53506, Bachelors,13, Divorced, Craft-repair, Own-child, White, Female,0,0,40, United-States, <=50K -25, Private,105693, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -27, Private,189589, Some-college,10, Divorced, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -20, Private,164574, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,30, United-States, <=50K -37, Private,185744, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,20, United-States, <=50K -40, Local-gov,33155, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -28, Private,215955, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,3103,0,40, United-States, >50K -38, Self-emp-not-inc,233571, HS-grad,9, Separated, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -42, Private,211253, Bachelors,13, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -32, Federal-gov,191385, Assoc-acdm,12, Divorced, Protective-serv, Not-in-family, White, Male,2174,0,40, United-States, <=50K -20, Private,137895, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -62, State-gov,159699, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,38, United-States, <=50K -31, Private,295922, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -31, Self-emp-not-inc,175856, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -24, Private,216129, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -62, Local-gov,407669, 7th-8th,4, Widowed, Other-service, Not-in-family, Black, Female,0,0,35, United-States, <=50K -43, Local-gov,214242, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -21, Private,285457, Some-college,10, Never-married, Transport-moving, Own-child, White, Male,0,0,50, United-States, <=50K -30, Self-emp-inc,124420, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Male,4650,0,40, United-States, <=50K -22,,246386, HS-grad,9, Never-married,, Unmarried, Black, Female,0,0,40, United-States, <=50K -18, Private,142751, 10th,6, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -59, Local-gov,283635, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -24, Self-emp-not-inc,322931, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,1902,40, United-States, >50K -49, Private,76482, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -19, State-gov,431745, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,30, United-States, <=50K -48, Private,141944, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,4386,0,40, United-States, >50K -32, Private,193042, Prof-school,15, Married-civ-spouse, Sales, Husband, White, Male,15024,0,60, United-States, >50K -33, Private,67006, 10th,6, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,45, United-States, <=50K -23, Private,240398, Bachelors,13, Never-married, Sales, Not-in-family, Black, Male,0,0,15, United-States, <=50K -33, Federal-gov,182714, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,65, United-States, >50K -50, Federal-gov,172046, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -30, Private,185177, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,43, United-States, <=50K -32, Private,102858, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,2002,42, United-States, <=50K -39, Private,84954, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,2829,0,65, United-States, <=50K -21, Private,115895, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -23, Private,184589, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,21, United-States, <=50K -32, Private,282611, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -57, Private,218649, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -22, State-gov,157541, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,10, United-States, <=50K -70, Private,145419, HS-grad,9, Widowed, Adm-clerical, Unmarried, White, Female,0,0,5, United-States, <=50K -34, Private,122616, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,84, United-States, >50K -53, Private,204584, Masters,14, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -21, Private,117210, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,45, United-States, <=50K -37, Private,69481, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -60, Self-emp-not-inc,148492, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1485,50, United-States, >50K -23, Private,106957, 11th,7, Never-married, Craft-repair, Own-child, Asian-Pac-Islander, Male,14344,0,40, Vietnam, >50K -32, Private,29312, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,80, United-States, >50K -57, Private,120302, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -65,,111916, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,182227, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,30, United-States, <=50K -30, Private,219110, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,46, United-States, <=50K -31, Private,200192, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, Germany, <=50K -19, Private,427862, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,35, United-States, <=50K -23, State-gov,33551, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,38, United-States, <=50K -44, Private,164043, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -43,,116632, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,45, United-States, >50K -42, Private,175133, Some-college,10, Never-married, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -34, Self-emp-not-inc,289731, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,256362, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -25, Private,282612, Assoc-voc,11, Never-married, Tech-support, Unmarried, Black, Female,0,0,40, United-States, <=50K -21, Private,73679, Some-college,10, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -31, Private,237824, HS-grad,9, Married-spouse-absent, Priv-house-serv, Other-relative, Black, Female,0,0,60, Jamaica, <=50K -36, Local-gov,357720, Assoc-voc,11, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -49, Self-emp-not-inc,155489, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,65, Poland, <=50K -44, Private,138077, Bachelors,13, Divorced, Adm-clerical, Unmarried, White, Female,0,0,32, United-States, <=50K -42, Private,183479, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -30, Private,103596, HS-grad,9, Never-married, Protective-serv, Not-in-family, White, Male,0,0,99, United-States, <=50K -33, Private,172304, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -36, Self-emp-not-inc,313853, Bachelors,13, Divorced, Other-service, Unmarried, Black, Male,0,0,45, United-States, >50K -17, Private,294485, 10th,6, Never-married, Other-service, Own-child, White, Male,0,0,30, United-States, <=50K -20, Private,637080, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,25, United-States, <=50K -32, Private,385959, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,50, United-States, <=50K -33, Self-emp-not-inc,116539, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,129263, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Female,0,0,60, United-States, <=50K -60, Private,141253, 10th,6, Divorced, Farming-fishing, Not-in-family, White, Male,0,0,48, United-States, <=50K -35, State-gov,35626, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,15, United-States, <=50K -43, Federal-gov,94937, Bachelors,13, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -46, Private,220269, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -29, Self-emp-not-inc,169544, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,5178,0,40, United-States, >50K -36, Private,214604, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,42, United-States, >50K -27, Private,81540, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -50, Private,24013, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,84, United-States, >50K -22, Private,124940, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, Amer-Indian-Eskimo, Female,0,0,44, United-States, <=50K -33, State-gov,313729, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,60, United-States, <=50K -61, Private,192237, 10th,6, Divorced, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -28,,168524, Assoc-voc,11, Married-civ-spouse,, Own-child, White, Female,0,0,40, United-States, <=50K -41, Self-emp-not-inc,113324, Assoc-voc,11, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,70, United-States, >50K -22, Private,215477, Some-college,10, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -27, Private,199903, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -25, Private,431861, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,105938, HS-grad,9, Never-married, Machine-op-inspct, Own-child, Black, Female,0,1602,20, United-States, <=50K -28, Private,274679, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -25, Private,177499, Bachelors,13, Never-married, Craft-repair, Own-child, White, Male,0,1590,35, United-States, <=50K -28, Private,206125, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -37, Local-gov,221740, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,30, United-States, >50K -58, Private,202652, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,37, United-States, <=50K -39, Private,348960, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,171876, Some-college,10, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -59, Private,157932, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -58, Private,201344, Bachelors,13, Divorced, Craft-repair, Own-child, White, Female,0,0,20, United-States, <=50K -38, Private,354739, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,36, Philippines, >50K -34, Private,40067, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,326862, Some-college,10, Divorced, Craft-repair, Own-child, Black, Male,0,0,40, United-States, <=50K -48, Local-gov,189762, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -65,,149049, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -45, Private,226246, HS-grad,9, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,50, United-States, <=50K -80,,29020, Prof-school,15, Married-civ-spouse,, Husband, White, Male,10605,0,10, United-States, >50K -23, Private,38251, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -33, Private,196385, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,37, United-States, >50K -38, Self-emp-not-inc,217054, Some-college,10, Divorced, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K -44, Self-emp-not-inc,104973, Masters,14, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, >50K -48, Local-gov,238959, Masters,14, Divorced, Exec-managerial, Unmarried, Black, Female,9562,0,40, United-States, >50K -40, State-gov,34218, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -19, Local-gov,292962, HS-grad,9, Never-married, Craft-repair, Other-relative, Black, Female,0,0,40, United-States, <=50K -45, Private,235924, Bachelors,13, Divorced, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -34, Private,98656, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -70, Private,102610, Some-college,10, Divorced, Other-service, Not-in-family, White, Male,0,0,80, United-States, <=50K -32, Local-gov,296466, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,60, United-States, <=50K -33, Private,323069, Assoc-voc,11, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -24, Private,184756, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -30, Local-gov,233993, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,15, United-States, <=50K -22, Private,130724, Some-college,10, Never-married, Sales, Own-child, Black, Male,0,0,25, United-States, <=50K -52, Self-emp-inc,181855, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, Other, Male,99999,0,65, United-States, >50K -67, Self-emp-not-inc,127543, 10th,6, Married-civ-spouse, Farming-fishing, Husband, White, Male,2414,0,80, United-States, <=50K -40, Private,187164, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1672,45, United-States, <=50K -55, Private,113912, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,20, United-States, <=50K -29, Private,216479, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -62, Private,135480, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,16, United-States, <=50K -22, Private,204160, HS-grad,9, Divorced, Machine-op-inspct, Own-child, White, Female,0,0,40, United-States, <=50K -64, State-gov,114650, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -29, Self-emp-not-inc,240172, Bachelors,13, Never-married, Exec-managerial, Other-relative, White, Male,0,0,50, United-States, <=50K -28, Private,184831, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,124590, HS-grad,9, Never-married, Exec-managerial, Other-relative, White, Male,0,0,40, United-States, <=50K -47, State-gov,120429, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,50, United-States, >50K -26, Private,202033, Bachelors,13, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -18, Private,156874, 12th,8, Never-married, Other-service, Own-child, White, Male,0,0,27, United-States, <=50K -52, Self-emp-inc,177727, 10th,6, Married-civ-spouse, Sales, Husband, White, Male,4064,0,45, United-States, <=50K -48, Local-gov,334409, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,50, United-States, >50K -36, Private,311255, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, Haiti, <=50K -23, Private,214227, Assoc-voc,11, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,30, United-States, <=50K -41, Private,115849, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -56, State-gov,671292, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,38, United-States, >50K -53, Private,31460, HS-grad,9, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -26, Private,141824, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -22, Private,310152, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,3325,0,40, United-States, <=50K -25, Private,179953, Masters,14, Never-married, Prof-specialty, Own-child, White, Female,2597,0,31, United-States, <=50K -31, Private,137952, Some-college,10, Married-civ-spouse, Other-service, Husband, Other, Male,0,0,40, Puerto-Rico, <=50K -36, Private,103323, Assoc-acdm,12, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,2829,0,40, United-States, <=50K -46, Private,174426, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -46, State-gov,192779, Assoc-acdm,12, Divorced, Adm-clerical, Unmarried, White, Male,0,2258,38, United-States, >50K -32, Private,169955, Some-college,10, Married-civ-spouse, Other-service, Wife, White, Female,0,0,36, Puerto-Rico, <=50K -43, Self-emp-not-inc,48087, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,60, United-States, <=50K -30, Private,132601, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,99999,0,50, United-States, >50K -41, Self-emp-inc,253060, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,7688,0,45, United-States, >50K -50, Private,108435, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,99999,0,60, United-States, >50K -37, State-gov,210452, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,38, United-States, <=50K -22, Local-gov,134181, HS-grad,9, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,50, United-States, <=50K -51, Federal-gov,45487, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,80, United-States, <=50K -47, Private,183522, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, Black, Female,0,0,40, United-States, >50K -40, Private,199303, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -46, Private,83064, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -23,,134997, Some-college,10, Separated,, Unmarried, White, Female,0,0,20, United-States, <=50K -30, Private,44419, Some-college,10, Never-married, Tech-support, Unmarried, White, Female,0,0,40, United-States, <=50K -27, Self-emp-not-inc,442612, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,65, United-States, >50K -31, Local-gov,158092, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,35, United-States, <=50K -31, Private,374833, 1st-4th,2, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, Mexico, <=50K -30, Private,112650, HS-grad,9, Divorced, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -50, Local-gov,183390, Bachelors,13, Separated, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, >50K -27, Private,207418, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, <=50K -22,,335453, Some-college,10, Never-married,, Own-child, White, Female,0,0,16, United-States, <=50K -29, Private,243660, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, >50K -28, Private,54243, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,60, United-States, <=50K -54, Private,50385, Bachelors,13, Divorced, Exec-managerial, Not-in-family, Black, Female,0,0,45, United-States, >50K -47, State-gov,187581, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,48, United-States, >50K -34, Private,37380, HS-grad,9, Married-spouse-absent, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -26, Private,247025, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -53,,29231, 7th-8th,4, Married-civ-spouse,, Husband, White, Male,0,0,35, United-States, <=50K -23, State-gov,101094, Some-college,10, Never-married, Protective-serv, Own-child, White, Male,0,0,60, United-States, <=50K -42, Local-gov,176716, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -36, Self-emp-not-inc,118429, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -52, Federal-gov,221532, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,45, United-States, >50K -22,,120572, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -27, Local-gov,124680, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -42, Private,153160, HS-grad,9, Widowed, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -39, Private,114678, HS-grad,9, Divorced, Other-service, Unmarried, Black, Female,5455,0,40, United-States, <=50K -49, State-gov,142856, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -36, Private,29702, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,7688,0,40, United-States, >50K -20, Private,277700, Preschool,1, Never-married, Other-service, Own-child, White, Male,0,0,32, United-States, <=50K -55, Self-emp-inc,67433, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -47, Private,121124, 9th,5, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,394447, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,33, United-States, >50K -36, Private,79649, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,203763, Doctorate,16, Divorced, Prof-specialty, Unmarried, White, Female,0,0,80, United-States, <=50K -55, Private,229029, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,48, United-States, >50K -21,,494638, Assoc-acdm,12, Never-married,, Own-child, White, Male,0,0,15, United-States, <=50K -48, Private,162816, Assoc-acdm,12, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, <=50K -30, Private,109117, Assoc-voc,11, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,45, United-States, <=50K -24, Private,32732, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -57, Self-emp-not-inc,217692, HS-grad,9, Widowed, Craft-repair, Not-in-family, White, Female,0,0,38, United-States, <=50K -20, Private,34590, Some-college,10, Never-married, Farming-fishing, Own-child, White, Male,0,0,60, United-States, <=50K -18,,276864, Some-college,10, Never-married,, Own-child, White, Female,0,1602,20, United-States, <=50K -56, Private,168625, HS-grad,9, Divorced, Prof-specialty, Not-in-family, White, Female,4101,0,40, United-States, <=50K -36, Private,91037, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -44, Private,171484, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -57, Private,200453, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,15024,0,40, United-States, >50K -57, Private,36990, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,52, United-States, <=50K -33, Private,198211, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -61,,30475, 7th-8th,4, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, >50K -39, Private,70995, Bachelors,13, Married-civ-spouse, Transport-moving, Husband, White, Male,15024,0,99, United-States, >50K -28, Private,245790, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -31, Private,273324, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,1721,16, United-States, <=50K -60, Private,182687, Assoc-acdm,12, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -36, Local-gov,247807, Assoc-voc,11, Never-married, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, >50K -58, Private,163113, HS-grad,9, Widowed, Sales, Not-in-family, White, Female,0,0,35, United-States, >50K -50, Private,180522, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,38, United-States, <=50K -23, Local-gov,203353, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Female,0,0,12, United-States, <=50K -30, Private,87469, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -20,,216563, 11th,7, Never-married,, Other-relative, White, Male,0,0,40, United-States, <=50K -90, Private,87372, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,20051,0,72, United-States, >50K -49, Local-gov,173584, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, <=50K -47, Local-gov,80282, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,3137,0,40, United-States, <=50K -34, Private,319854, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, Taiwan, >50K -37, Federal-gov,408229, HS-grad,9, Divorced, Tech-support, Unmarried, White, Female,0,0,40, United-States, <=50K -25, Private,431307, 10th,6, Married-civ-spouse, Protective-serv, Wife, Black, Female,0,0,50, United-States, <=50K -37, Private,134088, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -47, Private,246396, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, Mexico, <=50K -34, Private,159255, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -34, Private,106014, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Private,186934, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,50, United-States, >50K -39, Private,120130, Some-college,10, Separated, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -32, State-gov,203849, 7th-8th,4, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,19, United-States, <=50K -24, Private,207940, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,30, United-States, <=50K -28, Private,302406, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,60, United-States, <=50K -41, Self-emp-not-inc,144594, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,2179,40, United-States, <=50K -69,,171050, HS-grad,9, Widowed,, Not-in-family, White, Female,0,0,9, United-States, <=50K -32, Private,459007, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,90, United-States, <=50K -58, Private,372181, HS-grad,9, Divorced, Sales, Unmarried, White, Female,0,0,40, United-States, >50K -47, Self-emp-not-inc,172034, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,75, United-States, >50K -41, Private,156566, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,4386,0,50, United-States, >50K -35, Self-emp-inc,338320, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -24, Private,353696, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,20, Canada, <=50K -46, Self-emp-not-inc,342907, HS-grad,9, Married-civ-spouse, Sales, Husband, Black, Male,0,0,60, United-States, >50K -69, Self-emp-inc,169717, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,6418,0,45, United-States, >50K -22, Private,103762, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -36, State-gov,47570, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -31, Private,119432, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -23, Local-gov,144165, Bachelors,13, Never-married, Prof-specialty, Own-child, Amer-Indian-Eskimo, Male,0,0,30, United-States, <=50K -35, Private,180647, Some-college,10, Never-married, Prof-specialty, Not-in-family, Black, Female,0,0,40, United-States, <=50K -37, Local-gov,312232, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,5178,0,40, United-States, >50K -35, State-gov,150488, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -18, Private,200876, 11th,7, Never-married, Transport-moving, Own-child, White, Male,0,0,16, United-States, <=50K -43, Private,188199, 9th,5, Divorced, Handlers-cleaners, Unmarried, White, Female,0,0,40, United-States, <=50K -53, State-gov,118793, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -54, Local-gov,204325, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,52, United-States, <=50K -29, Private,256671, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -46, Private,231515, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,47, Cuba, <=50K -24, Private,100669, Some-college,10, Never-married, Handlers-cleaners, Own-child, Asian-Pac-Islander, Male,0,0,30, United-States, <=50K -30, Private,88913, Some-college,10, Separated, Other-service, Unmarried, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -23, Private,363219, Some-college,10, Never-married, Priv-house-serv, Not-in-family, White, Female,0,0,6, United-States, <=50K -27,,291547, Bachelors,13, Married-civ-spouse,, Not-in-family, Other, Female,0,0,6, Mexico, <=50K -36, Private,308945, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -38, Self-emp-not-inc,100316, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, <=50K -33, Private,296453, Masters,14, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,15, United-States, <=50K -66, Private,298834, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, Canada, <=50K -45, Self-emp-not-inc,188694, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -68,,29240, HS-grad,9, Widowed,, Not-in-family, White, Female,0,0,12, United-States, <=50K -37, Private,186934, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,15024,0,60, United-States, >50K -17, Private,154908, 10th,6, Never-married, Other-service, Own-child, White, Female,0,0,10, United-States, <=50K -31, Private,22201, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, >50K -46, Private,216999, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,55, United-States, >50K -40, Private,186916, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,116677, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -56, Private,95763, 10th,6, Divorced, Craft-repair, Not-in-family, White, Male,0,0,45, United-States, <=50K -42, Private,266710, Some-college,10, Separated, Adm-clerical, Unmarried, Black, Female,0,0,41, United-States, <=50K -46, Private,117849, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -30, Private,242460, HS-grad,9, Separated, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -33, Self-emp-not-inc,202729, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -47, Private,181652, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,40, United-States, <=50K -57, Self-emp-not-inc,174760, Assoc-acdm,12, Married-spouse-absent, Farming-fishing, Unmarried, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -34, Private,56121, 11th,7, Divorced, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -40, Private,390369, HS-grad,9, Divorced, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -33, Private,149726, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -22, Private,51262, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -29, Private,190350, 12th,8, Never-married, Other-service, Unmarried, Black, Female,0,0,35,, <=50K -53, Federal-gov,205288, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,7688,0,35, United-States, >50K -36, Private,154835, HS-grad,9, Separated, Adm-clerical, Own-child, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -45, Private,89028, HS-grad,9, Divorced, Craft-repair, Not-in-family, Asian-Pac-Islander, Male,10520,0,40, United-States, >50K -36, Private,194630, Some-college,10, Divorced, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -18, Self-emp-not-inc,212207, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Male,0,0,11, United-States, <=50K -27, Private,204788, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -30, Private,158688, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,97723, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -36, Private,193026, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -36, Self-emp-not-inc,257250, 7th-8th,4, Never-married, Farming-fishing, Own-child, White, Male,0,0,75, United-States, <=50K -48, Private,355978, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -41, Self-emp-not-inc,200574, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,60, United-States, >50K -21, Private,376929, 5th-6th,3, Never-married, Priv-house-serv, Not-in-family, White, Female,0,0,40, Mexico, <=50K -47, State-gov,123219, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,38, United-States, >50K -41, Private,82778, 1st-4th,2, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, Mexico, <=50K -61, Self-emp-not-inc,115882, 1st-4th,2, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,20, United-States, <=50K -64, Private,103021, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,297767, Some-college,10, Separated, Adm-clerical, Not-in-family, Black, Male,0,0,40, United-States, <=50K -44, Private,259479, HS-grad,9, Divorced, Transport-moving, Unmarried, White, Male,0,0,50, United-States, <=50K -20, Private,167787, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -23, Local-gov,40021, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,70, United-States, <=50K -52, Private,245275, 10th,6, Married-civ-spouse, Other-service, Wife, White, Female,0,0,35, United-States, <=50K -43, Private,37402, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,25, United-States, <=50K -32, Private,103608, Bachelors,13, Married-civ-spouse, Handlers-cleaners, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -63, Private,137192, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,0,40, South, <=50K -29, Private,137618, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,41, United-States, >50K -42, Self-emp-inc,96509, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,60, Taiwan, <=50K -65, Private,196174, 10th,6, Divorced, Handlers-cleaners, Not-in-family, White, Female,0,0,28, United-States, <=50K -24, Private,172612, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,141186, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -35, Private,228190, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, <=50K -40, Self-emp-inc,190290, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40,, >50K -38, Federal-gov,307404, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -26, Private,152436, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,50, United-States, <=50K -46, Self-emp-not-inc,182541, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,1672,50, United-States, <=50K -39, Private,282153, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -29,,41281, Bachelors,13, Married-spouse-absent,, Not-in-family, White, Male,0,0,50, United-States, <=50K -42, Private,162003, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,36, United-States, >50K -36, Private,190759, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -26, Private,208122, Some-college,10, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,45, United-States, <=50K -57, Private,173832, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,1902,40, United-States, >50K -55, Private,129173, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, Black, Male,0,0,40, United-States, <=50K -35, Private,287548, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, >50K -41, Private,216116, HS-grad,9, Separated, Adm-clerical, Unmarried, Black, Female,0,0,40,, <=50K -24, Private,146706, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -47, Private,285200, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -34, Self-emp-inc,314375, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -44, Private,203943, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,35, United-States, >50K -18,,274746, HS-grad,9, Never-married,, Unmarried, White, Female,0,0,20, United-States, <=50K -27, Private,517000, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,35, United-States, <=50K -36, Private,66173, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,50, United-States, <=50K -21, Private,182823, Bachelors,13, Never-married, Sales, Own-child, White, Male,0,0,30, United-States, <=50K -29, Private,159479, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Other, Male,0,0,55, United-States, <=50K -25, Private,135568, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -73, Private,333676, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -45, Private,201699, Assoc-voc,11, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -28, Private,96020, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,50, United-States, >50K -43, Private,176138, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -47, Private,47496, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,42, United-States, <=50K -20, Private,187158, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,15, United-States, <=50K -22, Private,249727, Some-college,10, Never-married, Transport-moving, Own-child, White, Male,0,0,20, United-States, <=50K -76, Self-emp-not-inc,237624, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,10, United-States, <=50K -24, Private,175254, Some-college,10, Never-married, Transport-moving, Not-in-family, Black, Male,0,0,40, United-States, <=50K -54, Self-emp-not-inc,42924, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -30, Private,205950, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -33, Private,111985, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,58, United-States, <=50K -30, Private,167476, Some-college,10, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,50, United-States, <=50K -40, Private,221172, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -27,,188711, Some-college,10, Divorced,, Not-in-family, White, Male,0,0,30, United-States, <=50K -49, Private,199448, Assoc-voc,11, Divorced, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -30, Private,313038, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -22, Private,148431, HS-grad,9, Never-married, Adm-clerical, Not-in-family, Other, Female,0,0,40, United-States, <=50K -19, Private,112432, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,58, United-States, <=50K -46, Private,57914, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,145166, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,50, United-States, <=50K -56, Private,247119, 7th-8th,4, Widowed, Machine-op-inspct, Unmarried, Other, Female,0,0,40, Dominican-Republic, <=50K -53, Private,196278, Some-college,10, Widowed, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -60,,366531, Assoc-voc,11, Widowed,, Not-in-family, White, Female,0,0,40, United-States, <=50K -27, Private,216481, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -46, Private,188027, Some-college,10, Never-married, Exec-managerial, Unmarried, White, Female,0,0,45, United-States, <=50K -37, Private,66686, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -41, Private,74775, Bachelors,13, Married-civ-spouse, Other-service, Husband, Asian-Pac-Islander, Male,0,0,30, Vietnam, <=50K -65,,325537, Assoc-voc,11, Married-civ-spouse,, Husband, White, Male,0,0,50, United-States, >50K -30, Self-emp-not-inc,250499, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,55, United-States, >50K -57, Self-emp-not-inc,192869, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,72, United-States, <=50K -44, Self-emp-inc,121352, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -32, Self-emp-not-inc,70985, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,4064,0,40, United-States, <=50K -27, Self-emp-not-inc,123116, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -57, Local-gov,339163, Some-college,10, Widowed, Adm-clerical, Unmarried, White, Female,0,0,40, Mexico, <=50K -59, Self-emp-not-inc,124771, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,30, United-States, <=50K -32, Private,167531, Prof-school,15, Married-civ-spouse, Prof-specialty, Wife, Asian-Pac-Islander, Female,15024,0,50, United-States, >50K -90,,77053, HS-grad,9, Widowed,, Not-in-family, White, Female,0,4356,40, United-States, <=50K -22, Private,199266, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,30, United-States, <=50K -39, Private,190728, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -43, Private,99212, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,3103,0,48, United-States, >50K -38, Local-gov,421446, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,50, United-States, >50K -61, Private,215944, 9th,5, Divorced, Sales, Not-in-family, White, Male,0,0,25, United-States, <=50K -24, Private,72310, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,43, United-States, <=50K -25, Private,57512, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,45, United-States, <=50K -44, Private,89413, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -55, Local-gov,28151, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, >50K -90, Private,46786, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,9386,0,15, United-States, >50K -30, Private,226943, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,35, United-States, <=50K -44, Private,182402, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -36, Private,305352, 10th,6, Divorced, Craft-repair, Other-relative, Black, Male,0,0,40, United-States, <=50K -63, Self-emp-inc,189253, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -60, Private,296485, 5th-6th,3, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -34, Self-emp-not-inc,204375, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,60, United-States, >50K -49, Self-emp-not-inc,249585, 11th,7, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,65, United-States, <=50K -47, Private,148995, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,65, United-States, >50K -42, Self-emp-inc,168071, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,43, United-States, >50K -53, Private,194995, 5th-6th,3, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, Italy, <=50K -23, Private,211049, Some-college,10, Never-married, Tech-support, Not-in-family, White, Female,4101,0,40, United-States, <=50K -28,,196630, Assoc-voc,11, Separated,, Unmarried, White, Female,0,0,40, Mexico, <=50K -20, Private,50397, Some-college,10, Married-civ-spouse, Sales, Husband, Black, Male,0,0,35, United-States, <=50K -43, Private,177905, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,3908,0,40, United-States, <=50K -32, Private,204374, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,60, United-States, >50K -43, Private,60001, Bachelors,13, Divorced, Sales, Unmarried, White, Male,0,0,44, United-States, >50K -31, Private,223046, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -29,,44921, HS-grad,9, Married-civ-spouse,, Wife, White, Female,0,0,40, United-States, <=50K -24, Private,154571, Some-college,10, Never-married, Adm-clerical, Own-child, Asian-Pac-Islander, Male,0,0,20, United-States, <=50K -39, Private,67136, Assoc-voc,11, Separated, Adm-clerical, Not-in-family, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -29, Private,188675, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, Jamaica, >50K -20, Private,390817, 5th-6th,3, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,25, Mexico, <=50K -23,,145964, Some-college,10, Never-married,, Not-in-family, White, Male,0,0,40, United-States, <=50K -42, Private,30424, 11th,7, Separated, Other-service, Unmarried, White, Female,0,0,38, United-States, <=50K -53, Private,548361, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,189148, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,48, United-States, <=50K -58, Self-emp-not-inc,266707, 1st-4th,2, Married-civ-spouse, Transport-moving, Husband, White, Male,0,2179,18, United-States, <=50K -51, Self-emp-not-inc,311569, HS-grad,9, Divorced, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -25, Private,187653, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,48, United-States, <=50K -38, Private,235379, Assoc-acdm,12, Never-married, Prof-specialty, Unmarried, White, Female,0,0,36, United-States, <=50K -41, Private,188615, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -58, Private,322691, Bachelors,13, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -25, Private,184698, 10th,6, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, Dominican-Republic, <=50K -50, Private,144361, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,130057, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -31, Self-emp-inc,117963, Doctorate,16, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -22, Private,123876, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -37, Private,248445, HS-grad,9, Divorced, Handlers-cleaners, Other-relative, White, Male,0,0,40, El-Salvador, <=50K -32, Private,207172, Some-college,10, Never-married, Sales, Other-relative, White, Female,0,0,40, United-States, <=50K -46, State-gov,119904, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Female,0,1564,55, United-States, >50K -62, Private,134768, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -40, Local-gov,269168, HS-grad,9, Married-civ-spouse, Other-service, Husband, Other, Male,0,0,40,, <=50K -56, Private,132026, Bachelors,13, Married-civ-spouse, Sales, Husband, Black, Male,7688,0,45, United-States, >50K -37, Private,60722, Some-college,10, Divorced, Exec-managerial, Not-in-family, Asian-Pac-Islander, Female,0,0,40, Japan, >50K -41, Private,648223, 1st-4th,2, Married-spouse-absent, Farming-fishing, Unmarried, White, Male,0,0,40, Mexico, <=50K -56, Private,298695, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,48, United-States, <=50K -20, Private,219835, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,30, United-States, <=50K -34, Self-emp-not-inc,313729, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -45, Private,140644, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -30, Private,203488, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -51, Self-emp-not-inc,132341, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -27, Private,161683, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,42, United-States, <=50K -38, Private,312771, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -39, Private,258102, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,50, United-States, <=50K -57,,24127, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,8, United-States, <=50K -47, Private,254367, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -77,,185426, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,15, United-States, <=50K -43, Private,152629, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -46, Local-gov,141058, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,65, United-States, <=50K -41, Private,233130, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -20, Private,406641, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,30, United-States, <=50K -30, State-gov,119422, 10th,6, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,255486, HS-grad,9, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,25, United-States, <=50K -22, Private,161532, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,35, United-States, <=50K -25, Private,75759, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,44, United-States, >50K -18, Private,163332, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,22, United-States, <=50K -28, Private,103802, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Female,0,1408,40,, <=50K -50, Private,34832, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,15024,0,40, United-States, >50K -28, Private,37933, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Female,0,0,48, United-States, <=50K -21, Private,165107, Some-college,10, Never-married, Priv-house-serv, Own-child, White, Female,0,0,40, United-States, <=50K -37, Private,126011, Assoc-voc,11, Divorced, Tech-support, Own-child, White, Male,0,0,40, United-States, <=50K -28, Federal-gov,56651, Bachelors,13, Never-married, Prof-specialty, Own-child, Black, Female,0,0,40, United-States, <=50K -23, Private,522881, 5th-6th,3, Married-civ-spouse, Other-service, Husband, White, Male,0,0,35, Mexico, <=50K -32, Private,191777, Assoc-voc,11, Never-married, Exec-managerial, Not-in-family, Black, Female,0,0,35, England, <=50K -27, Private,132686, 12th,8, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,50, United-States, <=50K -55, Private,201112, HS-grad,9, Divorced, Prof-specialty, Unmarried, Black, Female,0,0,40, United-States, <=50K -44, Private,174283, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -25, Private,208591, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -29, Private,126399, HS-grad,9, Divorced, Sales, Unmarried, White, Female,0,0,32, United-States, <=50K -50, Private,142073, HS-grad,9, Married-spouse-absent, Exec-managerial, Not-in-family, White, Female,0,0,55, United-States, <=50K -18, Private,395567, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -74, Private,180455, Bachelors,13, Widowed, Other-service, Not-in-family, White, Female,0,0,8, United-States, <=50K -22, Private,235853, 9th,5, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -27, Private,160731, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -27, State-gov,31935, Some-college,10, Never-married, Tech-support, Own-child, White, Female,0,0,80, United-States, <=50K -41, Private,35166, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,50, United-States, >50K -24, Private,161092, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,7298,0,40, United-States, >50K -23, Private,223019, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -34, Self-emp-not-inc,179673, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,60, United-States, >50K -46, State-gov,248895, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -32, Private,200323, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,60, United-States, <=50K -41, Private,230020, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Other, Male,0,0,40, United-States, <=50K -29, Private,134890, Assoc-voc,11, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, >50K -48, Private,162096, 9th,5, Married-civ-spouse, Machine-op-inspct, Other-relative, Asian-Pac-Islander, Female,0,0,45, China, <=50K -51, Private,103824, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Male,0,0,40, Haiti, <=50K -34, State-gov,61431, 12th,8, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -58, Private,197319, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -52, Private,183618, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -37, Self-emp-not-inc,268598, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Other, Male,7298,0,50, Puerto-Rico, >50K -53, Private,263729, Some-college,10, Separated, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -54, Private,39493, Assoc-voc,11, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,20, United-States, <=50K -36, Private,185360, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -25, Private,132661, Assoc-voc,11, Never-married, Adm-clerical, Own-child, White, Female,0,0,60, United-States, <=50K -20, Private,266400, Some-college,10, Never-married, Prof-specialty, Own-child, White, Female,0,0,48, United-States, <=50K -23, Private,433669, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -39, Self-emp-inc,216473, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -20, Self-emp-not-inc,217404, 10th,6, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -28, Private,227778, Assoc-voc,11, Never-married, Other-service, Other-relative, Black, Male,0,0,40, United-States, <=50K -73, State-gov,96262, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -67, Private,247566, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,24, United-States, <=50K -56, Private,139616, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,45, United-States, >50K -32, Private,73585, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,37869, Some-college,10, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,1590,40, United-States, <=50K -33, Private,165814, HS-grad,9, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,40, United-States, <=50K -37, Private,108913, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -33, Private,34975, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -31, Private,157078, 10th,6, Never-married, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -59, Private,232672, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -21, Private,294295, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Male,0,0,40, United-States, <=50K -58, Self-emp-inc,130454, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -24, Local-gov,461678, 10th,6, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -26, State-gov,252284, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,256737, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -33, Local-gov,96480, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, Germany, <=50K -25, Private,234263, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -21, Private,109952, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, <=50K -24, Private,262570, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -39, Self-emp-not-inc,65716, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -68, Private,201732, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -66, Self-emp-not-inc,174788, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,20, United-States, <=50K -38, Private,278924, Bachelors,13, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K -41, Private,101593, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -71,,193863, 7th-8th,4, Widowed,, Other-relative, White, Female,0,0,16, Poland, <=50K -37, Private,342768, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -54, Self-emp-not-inc,242606, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,4386,0,45, United-States, >50K -27, State-gov,176727, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -49, Private,99179, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -19, State-gov,354104, Some-college,10, Never-married, Prof-specialty, Own-child, White, Male,0,0,10, United-States, <=50K -25, Private,61956, Some-college,10, Never-married, Transport-moving, Not-in-family, White, Male,0,0,50, United-States, <=50K -47, Federal-gov,137917, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,40, United-States, >50K -40, Private,224658, Some-college,10, Married-civ-spouse, Sales, Other-relative, White, Male,0,0,40, United-States, <=50K -38, Private,51100, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,3325,0,40, United-States, <=50K -25, Private,224361, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -25, Private,362912, Some-college,10, Never-married, Craft-repair, Own-child, White, Female,0,0,50, United-States, <=50K -23, Private,218782, 10th,6, Never-married, Handlers-cleaners, Other-relative, Other, Male,0,0,40, United-States, <=50K -28, Private,103389, Masters,14, Divorced, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -29, Private,308944, HS-grad,9, Married-spouse-absent, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -32, Private,140092, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,202210, HS-grad,9, Never-married, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -52, Private,416059, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,40, United-States, >50K -33, Self-emp-not-inc,281030, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,94, United-States, <=50K -19, Private,169758, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,35, United-States, <=50K -68, Private,193666, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,20051,0,55, United-States, >50K -41, Private,139907, 10th,6, Never-married, Handlers-cleaners, Unmarried, White, Male,0,0,50, United-States, <=50K -18, Self-emp-inc,119422, HS-grad,9, Never-married, Other-service, Unmarried, Asian-Pac-Islander, Female,0,0,30, India, <=50K -29, Private,149324, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1485,40, United-States, >50K -40, Private,259307, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -51, Self-emp-not-inc,74160, Masters,14, Divorced, Prof-specialty, Unmarried, White, Male,0,0,60, United-States, >50K -49, Private,134797, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -20, State-gov,41103, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -38, Local-gov,193026, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -57, Private,303986, 5th-6th,3, Never-married, Other-service, Not-in-family, White, Male,0,0,40, Cuba, <=50K -35, Private,126569, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,4064,0,40, United-States, <=50K -66, Private,166461, 11th,7, Married-civ-spouse, Sales, Husband, White, Male,0,0,26, United-States, <=50K -27,,61387, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,15, United-States, <=50K -25, Private,254746, Assoc-voc,11, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -77,,28678, Masters,14, Married-civ-spouse,, Husband, White, Male,9386,0,6, United-States, >50K -19,,180976, 10th,6, Never-married,, Unmarried, White, Female,0,0,35, United-States, <=50K -70, Private,282642, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,2174,40, United-States, >50K -59, Self-emp-not-inc,136413, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,48, United-States, <=50K -25, Private,131463, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -44, Local-gov,177240, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Male,10520,0,40, United-States, >50K -37, Private,218490, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, El-Salvador, >50K -75,,260543, 10th,6, Widowed,, Other-relative, Asian-Pac-Islander, Female,0,0,1, China, <=50K -21,,80680, HS-grad,9, Never-married,, Not-in-family, White, Female,0,0,40, United-States, <=50K -21, Private,20728, HS-grad,9, Never-married, Sales, Own-child, White, Female,4101,0,40, United-States, <=50K -47, Federal-gov,117628, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -20, Private,91939, HS-grad,9, Never-married, Adm-clerical, Not-in-family, Black, Female,0,1721,30, United-States, <=50K -32, State-gov,175931, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,309566, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Female,0,0,20, United-States, <=50K -53, Private,123703, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -19,,369678, HS-grad,9, Never-married,, Not-in-family, Other, Male,0,0,30, United-States, <=50K -58, Private,29928, Some-college,10, Married-civ-spouse, Sales, Wife, White, Female,0,0,36, United-States, <=50K -22, Private,167868, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,30, United-States, <=50K -23, Private,235894, 11th,7, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, <=50K -21, Private,189888, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,3325,0,60, United-States, <=50K -36, Private,111545, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,70, United-States, <=50K -39, Private,175972, Some-college,10, Married-civ-spouse, Other-service, Wife, White, Female,0,0,15, United-States, <=50K -34, Local-gov,254270, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -41, Local-gov,185057, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -72, Private,157593, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,1455,0,6, United-States, <=50K -34, Private,101345, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,40, United-States, >50K -51, Local-gov,176751, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,40, United-States, >50K -32, Self-emp-not-inc,97723, Assoc-voc,11, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -38, Private,127601, Some-college,10, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, >50K -37, Private,227597, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -21,,143995, Some-college,10, Never-married,, Own-child, Black, Male,0,0,20, United-States, <=50K -21, Private,250051, Some-college,10, Never-married, Prof-specialty, Own-child, White, Female,0,0,10, United-States, <=50K -26, Private,284078, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -34, Private,207668, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,1887,40, United-States, >50K -18, Private,163787, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,15, United-States, <=50K -27, Private,119170, 11th,7, Never-married, Exec-managerial, Unmarried, White, Female,0,0,45, United-States, <=50K -20, Private,188612, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,38, Nicaragua, <=50K -36, Private,114605, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -31,,317761, Bachelors,13, Never-married,, Not-in-family, White, Male,0,0,40, United-States, <=50K -32, Private,164197, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -54, Private,329266, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,44, United-States, >50K -34, Local-gov,207383, Masters,14, Widowed, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -46, Private,123598, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,48, United-States, >50K -33, Private,259931, 11th,7, Separated, Machine-op-inspct, Other-relative, White, Male,0,0,30, United-States, <=50K -32, Private,134737, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,50, United-States, >50K -42, Private,106900, Assoc-voc,11, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Private,87054, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -37, Private,82622, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, >50K -28, Private,181659, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,321205, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,4101,0,35, United-States, <=50K -44, Self-emp-not-inc,231348, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, >50K -40, Private,276096, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,290560, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -21, Private,307315, Some-college,10, Never-married, Adm-clerical, Unmarried, White, Male,0,0,40, United-States, <=50K -39, State-gov,99156, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -24, Private,237928, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,39, United-States, <=50K -46, Private,153501, HS-grad,9, Never-married, Transport-moving, Not-in-family, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -47,,149700, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,36, United-States, >50K -47, Private,189680, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,1977,40, United-States, >50K -35, Private,374524, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,75, United-States, >50K -60, Self-emp-not-inc,127805, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -35, Private,150217, Bachelors,13, Married-civ-spouse, Other-service, Wife, White, Female,0,0,24, Poland, <=50K -33, Private,295649, HS-grad,9, Separated, Other-service, Unmarried, White, Female,0,0,40, China, <=50K -21, Private,197182, Assoc-acdm,12, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -37, Private,241998, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,50, United-States, >50K -48, Federal-gov,156410, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,50, United-States, >50K -58, Private,473836, 7th-8th,4, Widowed, Farming-fishing, Other-relative, White, Female,0,0,45, Guatemala, <=50K -21, Private,198431, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Female,0,0,40, United-States, <=50K -22, Private,113936, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -22, Private,318915, HS-grad,9, Never-married, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -28, Self-emp-not-inc,175406, Masters,14, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,30, United-States, >50K -33,,193172, Assoc-voc,11, Married-civ-spouse,, Own-child, White, Female,7688,0,50, United-States, >50K -23, Federal-gov,320294, HS-grad,9, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -58, State-gov,400285, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,40, United-States, >50K -24,,283731, Bachelors,13, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -38, Local-gov,227154, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -49, Private,298659, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,15, Mexico, <=50K -47, Private,212120, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -50, Private,320510, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,40, United-States, >50K -21, Private,175800, HS-grad,9, Never-married, Prof-specialty, Unmarried, White, Female,0,0,55, United-States, <=50K -55, Private,170169, HS-grad,9, Separated, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -47, Private,344157, 11th,7, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -19, Private,199441, HS-grad,9, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -47, Private,225456, HS-grad,9, Never-married, Tech-support, Other-relative, White, Male,0,0,50, United-States, <=50K -36, Private,61178, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -28, Local-gov,175262, Assoc-acdm,12, Married-civ-spouse, Protective-serv, Husband, White, Male,0,2002,40, England, <=50K -42, Private,152568, HS-grad,9, Widowed, Sales, Unmarried, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -41, Private,182108, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,27828,0,35, United-States, >50K -46, Private,273771, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,99999,0,40, United-States, >50K -32, Private,208291, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -34, Private,224358, 10th,6, Never-married, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -33, Private,55176, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -60, State-gov,152711, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -53, Private,68684, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,185452, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Female,0,0,50, United-States, <=50K -39, Federal-gov,175232, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,1977,60, United-States, >50K -23, Private,173851, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -50, Private,162327, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,1902,50,, >50K -36, Local-gov,51424, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -19, Private,123416, 12th,8, Separated, Prof-specialty, Own-child, White, Female,1055,0,40, United-States, <=50K -26, Private,262656, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -38, Private,233194, HS-grad,9, Married-civ-spouse, Sales, Husband, Black, Male,0,0,40, United-States, >50K -41, Private,290660, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,7688,0,55, United-States, >50K -22, Private,151105, Some-college,10, Never-married, Sales, Other-relative, White, Female,0,0,18, United-States, <=50K -38, Private,179117, Assoc-acdm,12, Never-married, Machine-op-inspct, Not-in-family, Black, Female,10520,0,50, United-States, >50K -72,,33608, Some-college,10, Married-civ-spouse,, Husband, White, Male,9386,0,30, United-States, >50K -39, Private,317434, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -35, State-gov,126569, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,7298,0,40, United-States, >50K -38, Local-gov,745768, Some-college,10, Divorced, Exec-managerial, Unmarried, Black, Female,0,0,45, United-States, <=50K -19, Private,69927, HS-grad,9, Married-civ-spouse, Other-service, Wife, Black, Female,0,0,16, United-States, <=50K -26, Private,302603, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,45, United-States, <=50K -52, Private,46788, Bachelors,13, Divorced, Craft-repair, Unmarried, White, Male,0,0,25, United-States, <=50K -41, Private,289886, 5th-6th,3, Married-civ-spouse, Other-service, Husband, Other, Male,0,1579,40, Nicaragua, <=50K -45, Private,179135, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -58, Federal-gov,175873, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -34, Private,57426, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,45, United-States, <=50K -36, Private,312206, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -19, Without-pay,344858, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Male,0,0,20, United-States, <=50K -26, State-gov,177035, 11th,7, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -60, Private,88055, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -35, Self-emp-not-inc,111095, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -39, Private,192251, 10th,6, Divorced, Other-service, Not-in-family, White, Female,0,0,60, United-States, <=50K -27, Private,29807, HS-grad,9, Separated, Handlers-cleaners, Unmarried, White, Female,0,0,40, Japan, <=50K -26, Federal-gov,211596, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -17, Private,268276, 12th,8, Never-married, Other-service, Own-child, White, Male,0,0,12, United-States, <=50K -59, Self-emp-not-inc,181070, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, England, >50K -53, Local-gov,20676, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, Amer-Indian-Eskimo, Male,0,0,48, United-States, <=50K -35, Private,115803, 11th,7, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -34, Local-gov,124827, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -36, Private,95336, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,45, United-States, >50K -36, Private,257942, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,72593, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -29, Private,147340, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -35, Private,185325, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -59, Self-emp-not-inc,357943, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -22, Private,215395, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,1602,10, United-States, <=50K -50, Local-gov,30682, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -24, Federal-gov,29591, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Other, Female,0,0,40, United-States, <=50K -36, Private,215392, Bachelors,13, Divorced, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -31, Private,110554, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,4386,0,40, United-States, >50K -42, Self-emp-not-inc,133584, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, El-Salvador, <=50K -38, Private,210438, 7th-8th,4, Divorced, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -52, Private,256916, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -46, Private,73541, 10th,6, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -23, Private,109952, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -54, Private,197975, 5th-6th,3, Married-civ-spouse, Sales, Husband, White, Male,0,0,51, United-States, <=50K -27, Private,401723, HS-grad,9, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -42, Private,179524, Bachelors,13, Separated, Other-service, Not-in-family, White, Female,0,0,50, United-States, <=50K -33, State-gov,296282, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -19, Private,145844, Assoc-acdm,12, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, <=50K -59, Private,191965, 11th,7, Married-civ-spouse, Other-service, Wife, White, Female,3908,0,28, United-States, <=50K -54, Private,96792, HS-grad,9, Widowed, Other-service, Unmarried, White, Female,0,0,32, United-States, <=50K -48, Private,185041, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,1672,55, United-States, <=50K -19,,233779, Some-college,10, Never-married,, Own-child, White, Male,0,0,60, United-States, <=50K -45, Private,347834, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -36, Private,215373, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,70, United-States, <=50K -35, Self-emp-not-inc,169426, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -47, Private,202856, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,36, United-States, <=50K -33, Private,50276, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -48, Self-emp-not-inc,187454, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,126098, HS-grad,9, Separated, Craft-repair, Unmarried, Black, Female,0,0,40, United-States, <=50K -19, Private,250639, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,24, United-States, <=50K -64, Self-emp-inc,195366, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -51, Self-emp-not-inc,186845, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,8, United-States, <=50K -20, Federal-gov,119156, HS-grad,9, Never-married, Adm-clerical, Other-relative, White, Male,0,0,20, United-States, <=50K -28, Private,162343, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,40, Puerto-Rico, <=50K -52, Private,108435, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,50, Greece, >50K -29, Self-emp-not-inc,394927, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,45, United-States, <=50K -51, Private,172281, Bachelors,13, Separated, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -36, Private,370767, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,2377,60, United-States, <=50K -43, Private,352005, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,15024,0,45, United-States, >50K -52, Private,165681, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -50, Private,258819, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, >50K -25, Private,130793, Some-college,10, Divorced, Other-service, Not-in-family, White, Male,0,0,30, United-States, <=50K -36, Private,118909, Assoc-acdm,12, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, Jamaica, <=50K -44, Private,202466, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,60, United-States, <=50K -47, Private,161558, 10th,6, Married-spouse-absent, Transport-moving, Not-in-family, Black, Male,0,0,45, United-States, <=50K -32, Private,188246, HS-grad,9, Divorced, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -37, Private,160120, Masters,14, Never-married, Prof-specialty, Unmarried, Asian-Pac-Islander, Male,0,0,40, South, <=50K -40, Private,144594, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,2829,0,40, United-States, <=50K -34, Self-emp-not-inc,123429, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -35, Self-emp-inc,340110, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -26, Private,523067, Some-college,10, Never-married, Prof-specialty, Own-child, White, Male,0,0,3, El-Salvador, <=50K -49, Self-emp-not-inc,113513, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -63,,186809, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,30, United-States, >50K -46, Self-emp-not-inc,320421, Bachelors,13, Married-spouse-absent, Prof-specialty, Not-in-family, White, Male,0,0,25, United-States, <=50K -31, Local-gov,295589, Some-college,10, Never-married, Adm-clerical, Own-child, Black, Male,0,0,40, United-States, <=50K -22, Private,370548, Assoc-voc,11, Never-married, Craft-repair, Not-in-family, White, Male,0,0,30, United-States, <=50K -20, Private,120572, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,12, United-States, <=50K -52, Private,110977, Doctorate,16, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, >50K -26, Private,55860, Some-college,10, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -34, Private,158800, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -31, Private,131568, 9th,5, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -46, Private,173613, HS-grad,9, Divorced, Sales, Unmarried, White, Female,0,0,30, United-States, <=50K -22, Private,216867, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Mexico, <=50K -38, Private,104089, Assoc-voc,11, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -35, Private,208106, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, Ecuador, <=50K -27, State-gov,340269, Some-college,10, Never-married, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, <=50K -27, Private,236246, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -46, Private,213408, Some-college,10, Divorced, Sales, Unmarried, White, Female,0,0,40, Cuba, <=50K -40,,84232, HS-grad,9, Never-married,, Not-in-family, White, Female,0,0,4, United-States, <=50K -19, Private,302945, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,10, Thailand, <=50K -69,,28197, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,60, United-States, >50K -20, Private,262749, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,35, United-States, <=50K -34, Federal-gov,198265, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,60, United-States, <=50K -49, Private,170871, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -27, Private,177761, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, Other, Male,0,0,50, United-States, <=50K -59, Private,175689, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,14, Cuba, >50K -45, Private,205100, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,60, United-States, >50K -21, Private,77759, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,15, United-States, <=50K -51, State-gov,77905, Assoc-voc,11, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -64,,193575, 11th,7, Never-married,, Unmarried, White, Male,0,0,40, United-States, <=50K -41, State-gov,116520, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -18,,85154, 12th,8, Never-married,, Own-child, Asian-Pac-Islander, Female,0,0,24, Germany, <=50K -49, Private,180532, Masters,14, Married-spouse-absent, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -51, Private,508891, HS-grad,9, Divorced, Machine-op-inspct, Own-child, Black, Male,0,0,40, United-States, <=50K -20, Private,211345, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Female,0,0,20, United-States, <=50K -69, Self-emp-not-inc,170877, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,48, United-States, <=50K -18,,97318, HS-grad,9, Never-married,, Own-child, White, Female,0,0,35, United-States, <=50K -43, Private,184105, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,50, United-States, <=50K -50, Private,150941, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, Black, Female,0,0,44, United-States, <=50K -32, Private,303942, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -27, Local-gov,273929, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -38, Private,197077, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -62, Private,162825, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -46, Private,159869, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,44, United-States, <=50K -19, Private,158343, Some-college,10, Never-married, Tech-support, Own-child, White, Female,0,0,40,, <=50K -17,,406920, 10th,6, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -21, Private,227986, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -36, Private,137527, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,50, United-States, <=50K -36, Private,180150, 12th,8, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -23, Private,239539, HS-grad,9, Never-married, Machine-op-inspct, Own-child, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -58, Private,281792, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -40, Private,224799, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, <=50K -64, Private,292639, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,10566,0,35, United-States, <=50K -66, Private,22313, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,20, United-States, <=50K -42, Private,194636, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -55, Private,156089, Some-college,10, Widowed, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -53, Private,193720, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,40, United-States, >50K -25, Private,218667, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,358837, Some-college,10, Never-married, Tech-support, Unmarried, Black, Female,0,0,40, United-States, <=50K -20, Private,174685, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -32, Private,168854, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,54, United-States, <=50K -28, Private,133696, Bachelors,13, Never-married, Sales, Unmarried, White, Male,0,0,65, United-States, <=50K -23, Federal-gov,350680, Assoc-acdm,12, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, Poland, <=50K -18, Private,115215, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,25, United-States, <=50K -43, Self-emp-not-inc,152958, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,35, United-States, >50K -29, Private,217200, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,235124, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,46, Dominican-Republic, <=50K -31, Local-gov,144949, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -60, Private,135470, 5th-6th,3, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Mexico, <=50K -42, Private,281209, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -46, Private,155489, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -38, Private,290306, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -18, Private,182042, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,19, United-States, <=50K -31, Private,210008, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -54, Private,234938, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,4064,0,55, United-States, <=50K -46, Private,315423, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,2042,50, United-States, <=50K -27, Self-emp-not-inc,30244, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Male,0,0,80, United-States, <=50K -50, Local-gov,30008, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -38, Self-emp-not-inc,201328, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,56, United-States, <=50K -36, State-gov,96468, Masters,14, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -25, Private,486332, HS-grad,9, Divorced, Other-service, Not-in-family, White, Male,0,0,40, Mexico, <=50K -19, Private,46162, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Male,0,0,25, United-States, <=50K -60, Local-gov,98350, Some-college,10, Married-civ-spouse, Other-service, Husband, Asian-Pac-Islander, Male,0,0,60, Philippines, <=50K -45, Local-gov,175958, 9th,5, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -21, Private,119309, Some-college,10, Never-married, Tech-support, Own-child, White, Male,0,1602,16, United-States, <=50K -42, Private,175935, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,1980,46, United-States, <=50K -38, Private,204527, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -22,,57827, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -19, Private,418176, HS-grad,9, Never-married, Exec-managerial, Not-in-family, Black, Male,0,0,32, United-States, <=50K -23, Private,262744, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -24, Private,177287, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Female,0,0,30, United-States, <=50K -30, Private,255004, Assoc-acdm,12, Divorced, Sales, Not-in-family, White, Male,0,0,52, United-States, <=50K -62, Private,183735, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -26, Self-emp-not-inc,318644, Prof-school,15, Never-married, Prof-specialty, Own-child, White, Male,0,0,20, United-States, <=50K -42, Federal-gov,132125, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,52, United-States, >50K -33, Private,206051, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -54, Self-emp-inc,99185, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50,, >50K -35, Private,225750, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,0,32, United-States, <=50K -33, Private,245777, HS-grad,9, Divorced, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -45, Private,169092, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,55, United-States, <=50K -62, Private,211035, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,30, United-States, >50K -24, Private,285432, HS-grad,9, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -50, Local-gov,154779, Some-college,10, Divorced, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -54, Private,37237, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -58, Private,417419, 7th-8th,4, Divorced, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -39, Self-emp-inc,33975, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -32, Private,42485, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -27, Private,170017, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,152683, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,3908,0,35, United-States, <=50K -20, Private,41721, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,60, United-States, <=50K -64, Private,66634, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -55, Self-emp-inc,257216, Masters,14, Widowed, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -46, Private,167882, HS-grad,9, Divorced, Tech-support, Not-in-family, White, Female,0,0,43, United-States, <=50K -45, Private,179428, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,55, United-States, <=50K -26, Private,57512, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -36, Private,301614, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,193820, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,1876,40, United-States, <=50K -58, Private,222247, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,1887,40, United-States, >50K -39, Self-emp-inc,189092, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -47, Private,217509, HS-grad,9, Widowed, Priv-house-serv, Not-in-family, Asian-Pac-Islander, Female,0,0,45, Thailand, <=50K -35, Private,308691, Masters,14, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,48, United-States, <=50K -38, Private,169672, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -50, Private,120914, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,370156, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,38, United-States, <=50K -28, Private,398220, 5th-6th,3, Never-married, Craft-repair, Other-relative, White, Male,0,0,40, Mexico, <=50K -44, Self-emp-not-inc,208277, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,45, United-States, <=50K -40, Private,337456, HS-grad,9, Divorced, Protective-serv, Unmarried, White, Female,0,0,40, United-States, <=50K -55, Private,172666, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -29, Self-emp-not-inc,32280, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,45, United-States, <=50K -33, Private,194901, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -19,,57329, Some-college,10, Never-married,, Own-child, White, Female,0,0,30, Japan, <=50K -32, Private,173730, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,40, United-States, >50K -45, Local-gov,153312, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,10, United-States, >50K -23, Private,274797, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,25, United-States, <=50K -31, Private,359249, Assoc-voc,11, Never-married, Protective-serv, Own-child, Black, Male,0,0,40, United-States, <=50K -22, Private,152744, Some-college,10, Never-married, Other-service, Not-in-family, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -59, Private,188041, HS-grad,9, Divorced, Handlers-cleaners, Not-in-family, Black, Male,0,0,40, United-States, <=50K -32, Private,97723, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,38, United-States, <=50K -49, State-gov,354529, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -22, Private,249727, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,30, United-States, <=50K -26, Private,189590, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,30, United-States, <=50K -23, State-gov,298871, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, Asian-Pac-Islander, Male,0,0,40, Vietnam, <=50K -55, Self-emp-not-inc,205296, Some-college,10, Married-civ-spouse, Sales, Wife, White, Female,0,0,50, United-States, <=50K -47, Private,303637, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,49, United-States, >50K -44, Private,242861, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,37599, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,24, United-States, <=50K -40, State-gov,199381, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,15024,0,37, United-States, >50K -32, Self-emp-not-inc,56328, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,8, United-States, >50K -20, Private,256211, Some-college,10, Never-married, Machine-op-inspct, Other-relative, Asian-Pac-Islander, Male,0,0,40, Vietnam, <=50K -84, Local-gov,163685, HS-grad,9, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,33, United-States, <=50K -40, Private,266084, Some-college,10, Divorced, Craft-repair, Other-relative, White, Male,0,0,50, United-States, <=50K -37, Private,161111, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -44, Private,199031, Some-college,10, Divorced, Transport-moving, Own-child, White, Male,0,1380,40, United-States, <=50K -47, Private,166634, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, Germany, <=50K -62, Self-emp-not-inc,204085, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,25, United-States, <=50K -19,,369527, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -47, Private,464945, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,45, United-States, <=50K -44, Local-gov,174684, HS-grad,9, Divorced, Craft-repair, Unmarried, Black, Male,0,0,40, United-States, <=50K -26, Local-gov,166295, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,41, United-States, <=50K -36, Private,220511, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -52, Private,246936, 11th,7, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,104509, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -48,,266337, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,252168, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, <=50K -25, Private,92093, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,20, United-States, <=50K -62, Private,88055, Bachelors,13, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,129591, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -46, Private,142719, HS-grad,9, Married-spouse-absent, Farming-fishing, Not-in-family, White, Male,0,0,65, United-States, <=50K -18,,264924, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -46, Private,128796, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,44, United-States, >50K -38, Private,115336, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,70, United-States, <=50K -52, Private,190333, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -63, Self-emp-not-inc,179444, 7th-8th,4, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,15, United-States, <=50K -49, Private,218676, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,43, United-States, <=50K -17, Local-gov,148194, 11th,7, Never-married, Adm-clerical, Own-child, White, Female,0,0,12, United-States, <=50K -33, Private,184833, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,35, United-States, <=50K -70, Self-emp-not-inc,280639, HS-grad,9, Widowed, Other-service, Other-relative, White, Female,2329,0,20, United-States, <=50K -19, Private,217769, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,15, United-States, <=50K -27,,180553, HS-grad,9, Married-civ-spouse,, Wife, White, Female,0,0,40, United-States, >50K -61, Private,56009, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,255334, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,25, United-States, >50K -46, Self-emp-inc,328216, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,1902,42,, >50K -29, Private,349154, 10th,6, Separated, Farming-fishing, Unmarried, White, Female,0,0,40, Guatemala, <=50K -40, Local-gov,24763, Some-college,10, Divorced, Transport-moving, Unmarried, White, Male,6849,0,40, United-States, <=50K -43, State-gov,41834, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,38, United-States, >50K -24, Private,113466, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -29, Private,130856, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -61, Self-emp-not-inc,268797, HS-grad,9, Married-civ-spouse, Other-service, Wife, Black, Female,0,0,17, United-States, <=50K -48, Private,202117, 11th,7, Divorced, Other-service, Not-in-family, White, Female,0,0,34, United-States, <=50K -19, Private,280146, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,20, United-States, <=50K -30, Private,70377, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -24, Private,236696, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,30, United-States, <=50K -39, Local-gov,222572, Masters,14, Never-married, Prof-specialty, Unmarried, White, Female,0,0,43, United-States, <=50K -46, Self-emp-inc,110702, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Female,2036,0,60, United-States, <=50K -40, Private,96129, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,72, United-States, >50K -27, Local-gov,200492, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -25, Private,193820, Masters,14, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -31, Private,454508, 11th,7, Never-married, Craft-repair, Not-in-family, White, Male,0,2001,40, United-States, <=50K -58, Private,220789, Bachelors,13, Divorced, Transport-moving, Not-in-family, White, Male,0,0,45, United-States, <=50K -33, Private,101345, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,42, Canada, >50K -40, Private,140559, HS-grad,9, Widowed, Other-service, Unmarried, White, Female,0,0,25, United-States, <=50K -40, Self-emp-inc,64885, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,70, United-States, >50K -31, Private,402361, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,143582, HS-grad,9, Separated, Other-service, Unmarried, Asian-Pac-Islander, Female,0,0,48, China, <=50K -49, Private,185385, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -24, Private,112706, Assoc-voc,11, Never-married, Tech-support, Own-child, White, Male,0,0,40, United-States, <=50K -46, Private,130364, HS-grad,9, Never-married, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -58, Local-gov,147428, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -20, Private,205895, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -65,,273569, HS-grad,9, Widowed,, Unmarried, White, Male,0,0,40, United-States, <=50K -43, Private,153160, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -48, Self-emp-not-inc,167918, Masters,14, Married-civ-spouse, Sales, Husband, Asian-Pac-Islander, Male,0,0,50, India, <=50K -41, Private,195661, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,54, United-States, <=50K -27, State-gov,146243, Some-college,10, Separated, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -52,,105428, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,12, United-States, <=50K -26, Private,149943, HS-grad,9, Never-married, Other-service, Other-relative, Asian-Pac-Islander, Male,0,0,60,, <=50K -52, Local-gov,246197, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -52, Local-gov,192563, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,38, United-States, <=50K -19, Private,244115, HS-grad,9, Never-married, Other-service, Own-child, Black, Male,0,0,30, United-States, <=50K -39, Local-gov,98587, Some-college,10, Divorced, Prof-specialty, Own-child, White, Female,0,0,45, United-States, <=50K -47, Private,145886, Some-college,10, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -27, Private,244315, HS-grad,9, Divorced, Craft-repair, Other-relative, Other, Male,0,0,40, United-States, <=50K -48, Private,192779, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -50, Private,209464, HS-grad,9, Separated, Other-service, Unmarried, White, Female,0,0,35, United-States, <=50K -60, Private,25141, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -28, Private,405793, Assoc-acdm,12, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,45, United-States, >50K -47, Federal-gov,53498, HS-grad,9, Divorced, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -69,,476653, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,20, United-States, <=50K -40, Self-emp-not-inc,162312, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,0,66, South, <=50K -37, Private,277022, HS-grad,9, Never-married, Handlers-cleaners, Unmarried, White, Female,3887,0,40, Nicaragua, <=50K -41, State-gov,109762, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -38, Private,123031, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, Asian-Pac-Islander, Male,0,0,48, Trinadad&Tobago, <=50K -46, Federal-gov,119890, Assoc-voc,11, Separated, Tech-support, Not-in-family, Other, Female,0,0,30, United-States, <=50K -21, Self-emp-not-inc,409230, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,30, United-States, <=50K -44, Private,223308, Masters,14, Separated, Sales, Unmarried, White, Female,0,0,48, United-States, <=50K -38,,129150, 10th,6, Separated,, Own-child, White, Male,0,0,35, United-States, <=50K -47, Self-emp-not-inc,119199, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,35, United-States, >50K -42, Private,46221, Doctorate,16, Married-spouse-absent, Other-service, Not-in-family, White, Male,27828,0,60,, >50K -42, Local-gov,351161, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -56, Private,174533, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,45, United-States, >50K -32, Private,324386, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -24, Private,126568, Bachelors,13, Married-civ-spouse, Other-service, Husband, White, Male,0,0,33, United-States, <=50K -26, Private,275703, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -36, Self-emp-not-inc,219611, Bachelors,13, Never-married, Sales, Not-in-family, Black, Female,2174,0,50, United-States, <=50K -49, Private,200471, 11th,7, Never-married, Other-service, Not-in-family, White, Male,0,0,60, United-States, <=50K -65, Private,155261, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -73, State-gov,74040, 7th-8th,4, Divorced, Other-service, Not-in-family, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -34, Private,226296, 11th,7, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,211968, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -49, Local-gov,126446, Some-college,10, Never-married, Other-service, Unmarried, White, Female,0,0,30, United-States, <=50K -25, Private,262885, 11th,7, Never-married, Other-service, Unmarried, Black, Female,0,0,32, United-States, <=50K -39, Private,188069, 9th,5, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,25, United-States, <=50K -19, Private,113546, 11th,7, Never-married, Craft-repair, Not-in-family, White, Male,0,0,56, United-States, <=50K -24, Private,227070, 10th,6, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,40, United-States, <=50K -34, Private,136997, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,35, United-States, <=50K -35,,119006, HS-grad,9, Widowed,, Own-child, White, Female,0,0,38, United-States, <=50K -21, Private,212407, HS-grad,9, Never-married, Machine-op-inspct, Other-relative, White, Male,0,0,40, United-States, <=50K -43, Private,197810, Masters,14, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -35, Federal-gov,35309, Bachelors,13, Never-married, Tech-support, Not-in-family, Asian-Pac-Islander, Male,0,0,28,, <=50K -39, Private,141802, Some-college,10, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -48,,184513, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,80, United-States, >50K -33, Self-emp-not-inc,124187, Assoc-acdm,12, Never-married, Other-service, Not-in-family, Black, Male,0,0,32, United-States, <=50K -19, Private,201743, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,26, United-States, <=50K -17, Private,156736, 10th,6, Never-married, Sales, Unmarried, White, Female,0,0,12, United-States, <=50K -43, Self-emp-not-inc,47261, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -62, Private,150693, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,42, United-States, <=50K -53, Local-gov,233734, Masters,14, Divorced, Prof-specialty, Not-in-family, Black, Female,0,0,40, United-States, >50K -45, State-gov,35969, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -47, Private,159550, HS-grad,9, Divorced, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -30, Private,190823, Some-college,10, Never-married, Other-service, Own-child, Black, Female,0,0,40, United-States, <=50K -53, Private,213378, HS-grad,9, Separated, Sales, Not-in-family, White, Female,0,0,33, United-States, <=50K -24, Private,257500, HS-grad,9, Separated, Machine-op-inspct, Own-child, Black, Female,0,0,40, United-States, <=50K -41, Local-gov,488706, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -58, Local-gov,239405, 5th-6th,3, Divorced, Other-service, Other-relative, Black, Female,0,0,40, Haiti, <=50K -27, Federal-gov,105189, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Male,4865,0,50, United-States, <=50K -63, State-gov,109735, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,38, United-States, <=50K -50, Private,172942, Some-college,10, Divorced, Other-service, Own-child, White, Male,0,0,28, United-States, <=50K -43, Local-gov,209899, Masters,14, Never-married, Tech-support, Not-in-family, Black, Female,8614,0,47, United-States, >50K -29, Self-emp-inc,87745, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,60, United-States, <=50K -41, Private,187881, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,3942,0,40, United-States, <=50K -55, Private,234125, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,272944, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,45, United-States, <=50K -23, Local-gov,129232, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -22, Private,100345, Bachelors,13, Never-married, Craft-repair, Not-in-family, White, Male,13550,0,55, United-States, >50K -58, Self-emp-not-inc,195835, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,45, United-States, <=50K -25, Private,251854, 11th,7, Never-married, Adm-clerical, Own-child, Black, Female,0,0,40, United-States, <=50K -40, Private,103474, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,30, United-States, <=50K -38, Private,22042, Assoc-voc,11, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,39, United-States, <=50K -37, Private,343721, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -19, Private,232368, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,35, United-States, <=50K -55, Private,174478, 10th,6, Never-married, Other-service, Not-in-family, White, Male,0,0,29, United-States, <=50K -55, Private,282023, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,15024,0,50, United-States, >50K -28, Private,274690, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,45, United-States, <=50K -53, Private,251675, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, El-Salvador, <=50K -32,,647882, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40,, <=50K -60, Private,128367, Some-college,10, Divorced, Prof-specialty, Unmarried, White, Male,3325,0,42, United-States, <=50K -32, Private,37380, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,38, United-States, <=50K -34, Private,173730, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -49, Private,353824, Some-college,10, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,45, United-States, >50K -21, Private,225890, Some-college,10, Never-married, Other-service, Other-relative, White, Female,0,0,30, United-States, <=50K -24, State-gov,147147, Bachelors,13, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,20, United-States, <=50K -53, Private,233780, Assoc-voc,11, Divorced, Adm-clerical, Not-in-family, Black, Female,2202,0,40, United-States, <=50K -29, Private,394927, Assoc-voc,11, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40,, <=50K -34, Local-gov,188682, Bachelors,13, Married-spouse-absent, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -52,,115209, Prof-school,15, Married-spouse-absent,, Unmarried, Asian-Pac-Islander, Female,0,0,40, Vietnam, <=50K -41, Private,277192, 5th-6th,3, Married-civ-spouse, Farming-fishing, Wife, White, Female,0,0,40, Mexico, <=50K -21, Private,314182, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -43, Private,220776, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,35, United-States, >50K -31, Local-gov,189269, HS-grad,9, Never-married, Protective-serv, Own-child, White, Male,0,0,40, United-States, <=50K -38, Private,35429, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,2042,40, United-States, <=50K -42, Private,154374, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,2415,60, United-States, >50K -62, Private,161460, Bachelors,13, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,30, United-States, <=50K -51, Private,251487, 7th-8th,4, Widowed, Machine-op-inspct, Not-in-family, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -30, Private,177531, HS-grad,9, Never-married, Sales, Unmarried, Black, Female,0,0,25, United-States, <=50K -24, Private,53942, Bachelors,13, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,113481, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -57, Private,361324, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -46, Private,330087, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -33, Private,276221, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,121055, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,45, United-States, <=50K -62, Private,118696, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -64, Self-emp-not-inc,289741, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,20, United-States, <=50K -18, Private,238401, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,25, United-States, <=50K -43, Private,262038, 5th-6th,3, Married-spouse-absent, Farming-fishing, Unmarried, White, Male,0,0,35, Mexico, <=50K -62, Self-emp-not-inc,26911, 7th-8th,4, Widowed, Other-service, Not-in-family, White, Female,0,0,66, United-States, <=50K -29, Private,161155, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -43, Private,252519, Bachelors,13, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,0,0,40, Haiti, >50K -39, Private,43712, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,40, United-States, >50K -69,,167826, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,188900, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, <=50K -44, Private,120057, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,4386,0,45, United-States, >50K -25, Private,134113, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,30, United-States, <=50K -47, Local-gov,165822, Some-college,10, Divorced, Transport-moving, Unmarried, White, Male,0,0,40, United-States, <=50K -17, Private,99161, 10th,6, Never-married, Other-service, Own-child, White, Male,0,0,8, United-States, <=50K -41, Local-gov,74581, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Male,0,0,65, United-States, <=50K -19, Private,304643, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,20, United-States, <=50K -57, Private,121821, 1st-4th,2, Married-civ-spouse, Other-service, Husband, Other, Male,0,0,40, Dominican-Republic, <=50K -25, Private,154863, HS-grad,9, Never-married, Adm-clerical, Unmarried, Black, Male,0,0,35, United-States, <=50K -37, Local-gov,365430, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, Canada, >50K -29, Private,183111, Assoc-voc,11, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,50178, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,35, United-States, <=50K -35, Private,186845, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -52, Private,159908, 12th,8, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -41, Private,162189, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Female,1831,0,40, Peru, <=50K -29, Private,128509, HS-grad,9, Married-spouse-absent, Machine-op-inspct, Not-in-family, White, Female,0,0,38, El-Salvador, <=50K -23, Private,143032, Masters,14, Never-married, Prof-specialty, Own-child, White, Female,0,0,36, United-States, <=50K -31, Private,382368, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,210013, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -19, Private,293928, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -21, Private,208503, Some-college,10, Never-married, Transport-moving, Own-child, White, Male,0,0,10, United-States, <=50K -37, State-gov,191841, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,8614,0,40, United-States, >50K -49, Self-emp-not-inc,355978, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,35, United-States, >50K -64, Local-gov,202738, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,35, United-States, <=50K -37, Local-gov,144322, Assoc-voc,11, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,43, United-States, <=50K -70, Self-emp-not-inc,155141, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,2377,12, United-States, >50K -22, Private,160120, 10th,6, Never-married, Transport-moving, Own-child, Asian-Pac-Islander, Male,0,0,30, United-States, <=50K -29, Self-emp-inc,190450, HS-grad,9, Married-civ-spouse, Sales, Husband, Asian-Pac-Islander, Male,0,0,40, Germany, <=50K -37, Private,212900, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,115677, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -38, Private,252250, 11th,7, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,65, United-States, <=50K -27, Private,212041, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -58, State-gov,198145, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,35, United-States, >50K -60, Local-gov,113658, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,35, United-States, <=50K -20, Private,32426, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,25, United-States, <=50K -51, Private,98791, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -37, Private,203828, 9th,5, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,65, United-States, <=50K -22, State-gov,186634, 12th,8, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, >50K -56, Self-emp-not-inc,125147, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -26, Private,247455, Bachelors,13, Married-civ-spouse, Sales, Wife, White, Female,5178,0,42, United-States, >50K -19, Private,97215, Some-college,10, Separated, Sales, Unmarried, White, Female,0,0,25, United-States, <=50K -37, Private,330826, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,30, United-States, <=50K -27, Private,200802, Some-college,10, Never-married, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -27, Private,156266, HS-grad,9, Never-married, Sales, Own-child, Amer-Indian-Eskimo, Male,0,0,20, United-States, <=50K -52, Self-emp-not-inc,72257, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -45, Private,363087, HS-grad,9, Separated, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -28, Private,25955, Some-college,10, Never-married, Craft-repair, Own-child, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -20, Private,334633, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -28, Private,109162, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, <=50K -44, Private,569761, Assoc-voc,11, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,0,0,40, United-States, <=50K -30, Private,209900, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -26, State-gov,272986, Assoc-acdm,12, Never-married, Adm-clerical, Own-child, Black, Female,0,0,8, United-States, <=50K -55,,52267, Masters,14, Married-civ-spouse,, Husband, White, Male,0,0,18, United-States, <=50K -46, Private,82946, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -51, Private,104651, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -25, Local-gov,58441, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -43, Local-gov,269733, HS-grad,9, Separated, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -19,,128453, HS-grad,9, Never-married,, Own-child, White, Female,0,0,28, United-States, <=50K -36, Private,179468, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -36, Private,183081, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -48, Private,102938, Bachelors,13, Never-married, Other-service, Unmarried, Asian-Pac-Islander, Female,0,0,40, Vietnam, <=50K -30,,157289, 11th,7, Never-married,, Unmarried, White, Male,0,0,40, United-States, <=50K -24, Private,359828, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,44, United-States, >50K -30, Private,155659, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,36, United-States, <=50K -24, Private,585203, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,7688,0,45, United-States, >50K -62, Private,173601, Bachelors,13, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -41, Self-emp-not-inc,214541, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,1590,40, United-States, <=50K -49, Self-emp-not-inc,163352, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,85, United-States, >50K -36, Self-emp-not-inc,153976, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -47, Local-gov,247676, Masters,14, Divorced, Prof-specialty, Unmarried, White, Female,5455,0,45, United-States, <=50K -49, State-gov,155372, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -52, Private,329733, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -52, Private,162576, Assoc-acdm,12, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -26, Private,176520, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,53, United-States, <=50K -51, State-gov,226885, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -18, Private,120781, 10th,6, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -30, Private,375827, HS-grad,9, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,40, United-States, <=50K -46, Private,205504, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,20, United-States, <=50K -28, Private,198813, HS-grad,9, Never-married, Handlers-cleaners, Own-child, Black, Female,0,0,40, United-States, <=50K -48, Self-emp-inc,254291, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,50, United-States, >50K -62, Private,159908, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,38, United-States, >50K -49, Private,40000, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,4064,0,44, United-States, <=50K -69, Private,102874, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,24, United-States, <=50K -35, Private,117381, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,8614,0,45, United-States, >50K -78, Private,180239, Masters,14, Widowed, Craft-repair, Unmarried, Asian-Pac-Islander, Male,0,0,40, South, <=50K -61, Private,539563, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -24, Private,261561, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -29, Private,81057, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -36, Self-emp-not-inc,160120, Bachelors,13, Married-civ-spouse, Sales, Husband, Other, Male,0,0,45,, <=50K -17, Private,41979, 10th,6, Never-married, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -27, Private,275110, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,0,0,80, United-States, >50K -64, Private,265661, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -33, Self-emp-not-inc,193246, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,55, France, <=50K -32, Private,236543, 12th,8, Married-civ-spouse, Craft-repair, Other-relative, White, Male,0,0,40, Mexico, <=50K -19, Private,29510, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -42, State-gov,105804, 11th,7, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,194604, Bachelors,13, Never-married, Sales, Own-child, White, Female,0,0,15, United-States, <=50K -23, Private,1038553, HS-grad,9, Never-married, Exec-managerial, Not-in-family, Black, Male,0,0,45, United-States, <=50K -51, Local-gov,209320, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Male,3325,0,40, United-States, <=50K -31, Private,193231, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Male,3325,0,60, United-States, <=50K -44, Private,307468, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,29, United-States, >50K -38, Private,255941, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Female,10520,0,50, United-States, >50K -44, Local-gov,107845, Assoc-acdm,12, Divorced, Protective-serv, Not-in-family, White, Female,0,0,56, United-States, >50K -44, Self-emp-not-inc,567788, 5th-6th,3, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, Mexico, <=50K -38, Private,91857, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,44, United-States, <=50K -36, Private,732569, 9th,5, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -29, Private,86613, 1st-4th,2, Never-married, Other-service, Not-in-family, White, Male,0,0,20, El-Salvador, <=50K -46, Private,35961, Assoc-acdm,12, Divorced, Sales, Not-in-family, White, Female,0,0,25, Germany, <=50K -47, Private,114754, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,235124, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,99999,0,40, United-States, >50K -37, Local-gov,218490, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,7688,0,35, United-States, >50K -27, Private,329426, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,45, United-States, <=50K -43, Private,181015, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,50, United-States, <=50K -44, Self-emp-not-inc,264740, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -31, Private,381153, Some-college,10, Never-married, Exec-managerial, Unmarried, White, Male,0,0,60, United-States, <=50K -34, Private,189759, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,45, United-States, >50K -39, Private,230467, Bachelors,13, Never-married, Sales, Own-child, White, Male,0,1092,40, Germany, <=50K -36, Private,218542, Some-college,10, Divorced, Craft-repair, Unmarried, White, Female,0,0,40, United-States, <=50K -57, Private,298507, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,3103,0,40, United-States, >50K -78, Private,111189, 7th-8th,4, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,35, Dominican-Republic, <=50K -24, Private,168997, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,168894, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -21, Private,149809, Assoc-acdm,12, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -34, Private,344073, HS-grad,9, Separated, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, >50K -22, Private,416165, Some-college,10, Never-married, Sales, Unmarried, White, Female,0,0,32, United-States, <=50K -36, Private,41490, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -61, Private,40269, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -67,,243256, 9th,5, Married-civ-spouse,, Husband, White, Male,0,0,15, United-States, <=50K -42, Private,250536, Some-college,10, Separated, Other-service, Unmarried, Black, Female,0,0,21, Haiti, <=50K -49, Federal-gov,105586, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, >50K -58, Private,51499, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -37, Local-gov,189878, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,60, United-States, <=50K -39, Private,179481, HS-grad,9, Never-married, Tech-support, Not-in-family, White, Male,4650,0,44, United-States, <=50K -25, Private,299765, Some-college,10, Separated, Adm-clerical, Other-relative, Black, Female,0,0,40, Jamaica, <=50K -45, Self-emp-inc,155664, 5th-6th,3, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40,, >50K -30, Private,54608, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -49,,174702, Some-college,10, Never-married,, Not-in-family, White, Male,0,0,35, United-States, <=50K -36, Self-emp-not-inc,285020, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,2885,0,40, United-States, <=50K -23, Private,201145, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,65, United-States, <=50K -51, Private,125796, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, Black, Female,0,0,35, Jamaica, <=50K -55, Private,249072, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -35, Private,99156, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -45, State-gov,94754, Masters,14, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, India, <=50K -36, Private,111128, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,48, United-States, >50K -32, Local-gov,157887, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,74194, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, <=50K -47, Self-emp-inc,168191, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -49, Private,28334, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -52, Private,84278, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,55,, >50K -44, Private,721161, Some-college,10, Separated, Machine-op-inspct, Not-in-family, Black, Male,0,0,40, United-States, <=50K -36, Private,188069, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -40, Private,145178, Some-college,10, Divorced, Craft-repair, Unmarried, Black, Female,0,0,30, United-States, <=50K -17, Private,52967, 10th,6, Never-married, Other-service, Own-child, White, Female,0,0,6, United-States, <=50K -18, Private,177578, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,38, United-States, <=50K -30, Self-emp-inc,185384, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,25, United-States, <=50K -66, Private,66008, HS-grad,9, Widowed, Priv-house-serv, Not-in-family, White, Female,0,0,50, England, <=50K -59, Private,329059, Bachelors,13, Never-married, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -30, Local-gov,348802, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,40, United-States, <=50K -50, Private,34233, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -24, Private,509629, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,25, United-States, <=50K -28, Private,27956, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,99, Philippines, <=50K -44, Local-gov,83286, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -25, Private,309098, Assoc-voc,11, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -45, Private,188950, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -20, Private,224217, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -67, Private,222899, Assoc-voc,11, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -40, Self-emp-not-inc,123306, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -52, Federal-gov,279337, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,347166, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, >50K -37, Local-gov,251396, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, Canada, >50K -17, Self-emp-inc,143034, 10th,6, Never-married, Other-service, Own-child, White, Male,0,0,4, United-States, <=50K -25, Private,57635, Assoc-voc,11, Married-civ-spouse, Sales, Wife, White, Female,0,0,42, United-States, >50K -35, Local-gov,162651, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,40, Puerto-Rico, <=50K -63, Private,28334, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, >50K -38, Local-gov,84570, Some-college,10, Never-married, Adm-clerical, Own-child, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -33, Private,181091, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,60, Iran, >50K -51, Local-gov,117496, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -64, State-gov,216160, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, Columbia, >50K -50, Self-emp-inc,204447, Some-college,10, Divorced, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, <=50K -18, Private,374969, 10th,6, Never-married, Transport-moving, Not-in-family, White, Male,0,0,56, United-States, <=50K -67, Private,35015, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,99, United-States, <=50K -46, Private,179869, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -60, Self-emp-not-inc,137733, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -29, Private,193125, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -30, Private,103649, Some-college,10, Never-married, Other-service, Own-child, Black, Female,0,0,40, United-States, <=50K -56, State-gov,54260, Doctorate,16, Married-civ-spouse, Prof-specialty, Not-in-family, Asian-Pac-Islander, Male,2885,0,40, China, <=50K -29, Private,197932, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Wife, White, Female,0,0,40, Mexico, >50K -37, Private,249720, Bachelors,13, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,27, United-States, <=50K -55, Private,223613, 1st-4th,2, Divorced, Priv-house-serv, Unmarried, White, Female,0,0,30, Cuba, <=50K -24, Private,259865, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,30, United-States, <=50K -21, Private,301694, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,35, Mexico, <=50K -46, Self-emp-inc,276934, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,70, United-States, >50K -25, Private,395512, 12th,8, Married-civ-spouse, Machine-op-inspct, Other-relative, Other, Male,0,0,40, Mexico, <=50K -40, Private,168071, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,28, United-States, <=50K -23, Private,45317, Some-college,10, Separated, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -43, Self-emp-not-inc,311177, Some-college,10, Never-married, Transport-moving, Not-in-family, Black, Male,0,0,30, United-States, <=50K -29, Self-emp-not-inc,190636, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Amer-Indian-Eskimo, Male,0,1485,60, United-States, >50K -59, Private,221336, 10th,6, Widowed, Other-service, Other-relative, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -18, Private,120691, Some-college,10, Never-married, Other-service, Own-child, Black, Male,0,0,35,, <=50K -28, Private,107389, HS-grad,9, Never-married, Exec-managerial, Own-child, White, Male,0,0,32, United-States, <=50K -17, Private,293440, 11th,7, Never-married, Adm-clerical, Own-child, White, Female,0,0,15, United-States, <=50K -53, Private,145409, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -22, Private,213902, 5th-6th,3, Never-married, Priv-house-serv, Other-relative, White, Female,0,0,40, El-Salvador, <=50K -63, Private,100099, HS-grad,9, Married-spouse-absent, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -32, Private,191856, Masters,14, Married-civ-spouse, Sales, Wife, White, Female,0,0,45, United-States, >50K -40, Local-gov,233891, HS-grad,9, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,35, United-States, <=50K -61, Self-emp-not-inc,96073, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, England, >50K -35, Private,474136, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,1408,40, United-States, <=50K -43, Self-emp-not-inc,355856, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,50, Philippines, <=50K -20,,144685, Some-college,10, Never-married,, Own-child, Asian-Pac-Islander, Female,0,1602,40, Taiwan, <=50K -48, Self-emp-not-inc,139212, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -56, State-gov,143931, Bachelors,13, Widowed, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -51, Federal-gov,160703, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,191291, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -44, Private,68729, Some-college,10, Married-civ-spouse, Sales, Husband, Asian-Pac-Islander, Male,0,1902,40, United-States, >50K -61, Private,119986, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40,, >50K -37, Private,227545, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,44, United-States, >50K -36, Private,32776, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,40, United-States, >50K -34, Private,228881, Some-college,10, Separated, Machine-op-inspct, Not-in-family, Other, Male,0,0,40, United-States, <=50K -23, Private,84648, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,25, United-States, <=50K -63, Federal-gov,101996, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, >50K -63,,68954, HS-grad,9, Widowed,, Not-in-family, Black, Female,0,0,11, United-States, <=50K -47, Local-gov,285060, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,41, United-States, >50K -55, Self-emp-inc,209569, HS-grad,9, Divorced, Sales, Unmarried, White, Female,0,0,50, United-States, >50K -31, Local-gov,331126, Bachelors,13, Never-married, Protective-serv, Own-child, Black, Male,0,0,48, United-States, <=50K -27, Private,279872, Some-college,10, Divorced, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -58, Private,150560, Bachelors,13, Divorced, Adm-clerical, Not-in-family, White, Female,14084,0,40, United-States, >50K -28, Local-gov,185647, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,48, United-States, <=50K -52, Private,128871, 7th-8th,4, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,64, United-States, <=50K -31, Federal-gov,386331, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,50, United-States, <=50K -53, Private,117814, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,38, United-States, <=50K -43, Private,220609, Some-college,10, Divorced, Tech-support, Not-in-family, White, Female,0,0,50, United-States, <=50K -43, Local-gov,117022, HS-grad,9, Married-spouse-absent, Farming-fishing, Unmarried, Black, Male,0,0,40, United-States, <=50K -50, Self-emp-inc,176751, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,80, United-States, >50K -68,,76371, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,35, United-States, <=50K -37, Private,80410, 11th,7, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,127202, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -22, Private,121471, 11th,7, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -22, Private,219086, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, <=50K -59, Private,271571, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,15024,0,50, United-States, >50K -30, Private,241583, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,374253, HS-grad,9, Separated, Other-service, Not-in-family, White, Female,0,0,55, United-States, <=50K -30, Private,214993, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -50, Local-gov,199995, Bachelors,13, Divorced, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, >50K -38, Private,450924, 12th,8, Married-civ-spouse, Other-service, Husband, White, Male,3942,0,40, United-States, <=50K -29, Private,120359, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -76, Private,93125, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,1424,0,24, United-States, <=50K -21, Private,187513, Assoc-voc,11, Never-married, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -65, Private,243569, Some-college,10, Widowed, Other-service, Unmarried, White, Female,0,0,24, United-States, <=50K -43, Private,295510, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -29, Private,29732, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,24, United-States, <=50K -32, Private,211743, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,45, United-States, <=50K -37, Private,251396, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,65, United-States, >50K -64, Private,477697, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,16, United-States, <=50K -49, Private,151584, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -44, Private,193882, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -68,,117542, HS-grad,9, Married-civ-spouse,, Husband, White, Male,1409,0,15, United-States, <=50K -34, Private,242460, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,40, United-States, >50K -35, Private,411395, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,36, United-States, <=50K -53, Private,191025, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,43, United-States, <=50K -24, Private,154571, Assoc-voc,11, Never-married, Sales, Unmarried, Asian-Pac-Islander, Male,0,0,50, South, <=50K -31, Private,208657, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -25, Private,29599, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,38, United-States, <=50K -36, Private,423711, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, <=50K -29, Private,122000, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,60, United-States, <=50K -37, Private,148581, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, >50K -42, Self-emp-not-inc,222978, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,45, United-States, <=50K -30, Private,149118, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Female,0,0,40, United-States, <=50K -32, Self-emp-inc,218407, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,70, Cuba, <=50K -47, Self-emp-not-inc,112200, Bachelors,13, Never-married, Exec-managerial, Not-in-family, Black, Male,10520,0,45, United-States, >50K -44, Private,85604, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, >50K -19, Private,111232, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -22, Private,99199, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,48, United-States, <=50K -51, Private,199995, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -69, Private,122850, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,16, United-States, <=50K -73,,90557, 11th,7, Married-civ-spouse,, Husband, White, Male,0,0,8, United-States, <=50K -18,,271935, 11th,7, Never-married,, Other-relative, White, Female,0,0,20, United-States, <=50K -33, Self-emp-not-inc,361497, HS-grad,9, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -22, Local-gov,399020, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,55, United-States, <=50K -33, Private,345277, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Female,0,0,45, United-States, >50K -20, Federal-gov,55233, Some-college,10, Never-married, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -28, Self-emp-not-inc,200515, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,188119, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Female,0,0,40, United-States, <=50K -27, Private,176683, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,48, United-States, <=50K -22, Private,309178, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -67, Self-emp-not-inc,40021, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,35, United-States, <=50K -31, Self-emp-inc,49923, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -36,,36635, Some-college,10, Never-married,, Unmarried, White, Female,0,0,25, United-States, <=50K -43, Federal-gov,325706, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,50, India, >50K -33, Private,124407, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -37, Self-emp-not-inc,301568, HS-grad,9, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,35, United-States, >50K -27, Private,339956, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,60, United-States, <=50K -36, Private,176335, Some-college,10, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -33, Private,198452, Assoc-acdm,12, Divorced, Sales, Not-in-family, White, Female,0,0,45, United-States, <=50K -63, Private,213945, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,15024,0,40, Iran, >50K -48, Private,171807, Bachelors,13, Divorced, Other-service, Unmarried, White, Female,0,0,56, United-States, >50K -25, Private,362826, HS-grad,9, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,45, United-States, <=50K -41, Self-emp-not-inc,344329, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,10, United-States, <=50K -26, Private,137678, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -23, Private,175424, Some-college,10, Never-married, Adm-clerical, Own-child, Black, Female,0,0,40, United-States, <=50K -33, State-gov,73296, HS-grad,9, Never-married, Other-service, Unmarried, Black, Female,1831,0,40, United-States, <=50K -30, State-gov,137613, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,17, Taiwan, <=50K -67, Self-emp-not-inc,354405, HS-grad,9, Widowed, Other-service, Not-in-family, White, Female,0,0,20, United-States, <=50K -32, Private,130057, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, >50K -48, Self-emp-not-inc,362883, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,60, United-States, >50K -51, Private,49017, HS-grad,9, Widowed, Other-service, Not-in-family, White, Female,0,0,24, United-States, <=50K -39, Private,149943, Masters,14, Never-married, Sales, Not-in-family, Asian-Pac-Islander, Male,0,0,40, China, <=50K -40, Self-emp-inc,99185, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -40, Private,294708, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, >50K -19, Private,228238, HS-grad,9, Never-married, Machine-op-inspct, Other-relative, White, Male,0,0,40, Mexico, <=50K -28, Private,156819, HS-grad,9, Divorced, Handlers-cleaners, Unmarried, White, Female,0,0,36, United-States, <=50K -47, Private,332727, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -20, Private,289944, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,20, United-States, <=50K -41, Private,116103, HS-grad,9, Widowed, Exec-managerial, Other-relative, White, Male,914,0,40, United-States, <=50K -29, Private,24153, Some-college,10, Married-civ-spouse, Other-service, Wife, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -40, Private,273425, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -61, Private,231183, HS-grad,9, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -25, Private,313930, 11th,7, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, Mexico, <=50K -26, Private,114483, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -43, Private,162108, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -17, Private,168807, 7th-8th,4, Never-married, Craft-repair, Not-in-family, White, Male,0,0,45, United-States, <=50K -43, Local-gov,143828, Masters,14, Divorced, Prof-specialty, Unmarried, Black, Female,9562,0,40, United-States, >50K -73, Private,242769, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,3471,0,40, England, <=50K -46, Local-gov,111558, Some-college,10, Divorced, Machine-op-inspct, Own-child, White, Female,0,0,40, United-States, <=50K -19, Private,69770, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -37, Private,291981, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -26, Private,102460, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -47, Private,151584, HS-grad,9, Divorced, Sales, Own-child, White, Male,0,1876,40, United-States, <=50K -47, Local-gov,287320, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -29, Private,115677, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -29, Private,239632, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -33, Private,409172, Bachelors,13, Married-civ-spouse, Exec-managerial, Own-child, White, Male,0,0,55, United-States, <=50K -20, Private,186849, HS-grad,9, Never-married, Transport-moving, Other-relative, White, Male,0,0,40, United-States, <=50K -28, Private,118861, 10th,6, Married-civ-spouse, Craft-repair, Wife, Other, Female,0,0,48, Guatemala, <=50K -26, Private,142689, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,45,, <=50K -41, State-gov,170924, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -67,,274451, 7th-8th,4, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -43, Private,153489, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -35, Private,186489, 9th,5, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,46, United-States, <=50K -18, Private,192409, 12th,8, Never-married, Other-service, Own-child, White, Female,0,0,25, United-States, <=50K -55, State-gov,337599, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -44, Private,195545, HS-grad,9, Divorced, Machine-op-inspct, Own-child, Black, Female,0,0,40, United-States, <=50K -64, Private,61892, HS-grad,9, Widowed, Priv-house-serv, Not-in-family, White, Female,0,0,15, United-States, <=50K -34, Self-emp-not-inc,175697, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,75, United-States, <=50K -38, Private,80303, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -25, Private,419658, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,8, United-States, <=50K -21, Private,319163, Some-college,10, Never-married, Transport-moving, Own-child, Black, Male,0,0,40, United-States, <=50K -37, Private,126743, 1st-4th,2, Married-civ-spouse, Other-service, Husband, White, Male,0,0,53, Mexico, <=50K -39, Private,301568, Some-college,10, Divorced, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -34, Private,120461, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,50, United-States, <=50K -23, Private,268145, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,45, United-States, <=50K -54, Private,257337, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -49, Self-emp-inc,213354, Masters,14, Separated, Exec-managerial, Not-in-family, White, Male,0,0,70, United-States, >50K -25, Private,303431, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -51, Private,124963, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -29, Private,158218, HS-grad,9, Never-married, Farming-fishing, Unmarried, White, Male,0,0,35, United-States, <=50K -27, State-gov,553473, Bachelors,13, Married-civ-spouse, Protective-serv, Wife, Black, Female,0,0,48, United-States, <=50K -53, Private,46155, HS-grad,9, Married-civ-spouse, Priv-house-serv, Other-relative, White, Female,0,0,40, United-States, <=50K -68, Private,138714, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, >50K -56, Private,231781, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -30, Private,496414, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40,, <=50K -24, Private,19410, HS-grad,9, Divorced, Sales, Unmarried, Amer-Indian-Eskimo, Female,0,0,48, United-States, <=50K -70,,28471, 9th,5, Widowed,, Unmarried, White, Female,0,0,25, United-States, <=50K -24, Private,185821, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -74,,272667, Assoc-acdm,12, Widowed,, Not-in-family, White, Female,0,0,20, United-States, <=50K -23,,194031, Some-college,10, Never-married,, Not-in-family, White, Female,0,0,25, United-States, <=50K -41, Local-gov,144995, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, <=50K -45, Private,162494, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,19, United-States, <=50K -35, Private,171968, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,232569, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -45, Private,161819, 11th,7, Separated, Adm-clerical, Unmarried, Black, Female,0,0,25, United-States, <=50K -18, Private,123343, 11th,7, Never-married, Sales, Not-in-family, White, Female,0,0,30, United-States, <=50K -49, Private,105449, Bachelors,13, Never-married, Priv-house-serv, Not-in-family, White, Male,0,0,25, United-States, <=50K -49, Private,181717, Assoc-voc,11, Separated, Prof-specialty, Own-child, White, Female,0,0,36, United-States, <=50K -45, Local-gov,102359, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,37, United-States, <=50K -27, Private,72887, HS-grad,9, Never-married, Handlers-cleaners, Other-relative, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -28, Private,154571, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -35, Private,255191, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -33, Private,174789, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Private,110402, 11th,7, Married-civ-spouse, Sales, Husband, White, Male,0,0,35, United-States, <=50K -19, Private,208513, HS-grad,9, Never-married, Craft-repair, Other-relative, White, Male,0,0,40, United-States, <=50K -33, Private,121904, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,28, United-States, <=50K -28, Private,34335, HS-grad,9, Divorced, Sales, Not-in-family, Amer-Indian-Eskimo, Male,14084,0,40, United-States, >50K -49, Private,59380, Some-college,10, Married-spouse-absent, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -61,,135285, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,2603,32, United-States, <=50K -39, Self-emp-inc,126675, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,25, United-States, <=50K -22, Private,217363, HS-grad,9, Separated, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -42, Private,91836, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,184813, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -18, Private,178142, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -49, Local-gov,102359, 9th,5, Widowed, Handlers-cleaners, Unmarried, White, Male,0,2231,40, United-States, >50K -33, Self-emp-inc,281832, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, Cuba, >50K -28, Private,96226, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -42, Private,195124, 7th-8th,4, Married-spouse-absent, Prof-specialty, Other-relative, White, Male,0,0,35, Puerto-Rico, <=50K -20, Private,56322, Some-college,10, Never-married, Other-service, Own-child, White, Male,2176,0,25, United-States, <=50K -50, Local-gov,97449, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,48, United-States, <=50K -32, Private,339773, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -31, Federal-gov,210926, HS-grad,9, Separated, Handlers-cleaners, Unmarried, White, Female,0,0,40, United-States, <=50K -29, Private,199499, Assoc-voc,11, Never-married, Other-service, Not-in-family, Black, Male,0,0,40, United-States, <=50K -46, Federal-gov,190729, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -32, Self-emp-inc,191385, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,77, United-States, <=50K -61, Private,193479, HS-grad,9, Widowed, Adm-clerical, Unmarried, White, Female,0,0,24, United-States, <=50K -43, Self-emp-not-inc,225165, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, <=50K -35, Private,346766, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Female,0,0,40, United-States, <=50K -39, State-gov,152307, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -18,,79990, 11th,7, Never-married,, Own-child, White, Male,0,0,35, United-States, <=50K -42, Self-emp-not-inc,170649, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -23, Private,197207, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -32, Private,229732, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -52, Private,204402, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,85, United-States, >50K -36, Private,181065, Assoc-acdm,12, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -38, Private,179579, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50,, >50K -50, Private,237729, HS-grad,9, Widowed, Sales, Not-in-family, White, Female,0,2444,72, United-States, >50K -23,,164574, Assoc-acdm,12, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -71, Private,179574, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,12, United-States, >50K -27, Private,191782, HS-grad,9, Never-married, Other-service, Other-relative, Black, Female,0,0,30, United-States, <=50K -56, Private,146660, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -28, Self-emp-not-inc,115945, Some-college,10, Never-married, Prof-specialty, Unmarried, White, Male,0,0,40, United-States, <=50K -45, Private,210875, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,137898, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,40, United-States, <=50K -28, Local-gov,216965, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -18, Private,201554, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,15, United-States, <=50K -62, Private,57970, 7th-8th,4, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Private,208378, 12th,8, Separated, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -39, Private,61343, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,60, United-States, <=50K -24, Private,283872, Some-college,10, Never-married, Adm-clerical, Not-in-family, Black, Male,0,0,20, United-States, <=50K -58, Private,225603, 9th,5, Divorced, Farming-fishing, Not-in-family, Black, Male,0,0,40, United-States, <=50K -48, Private,401333, HS-grad,9, Divorced, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -57, Private,278228, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -31, Private,145377, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -25, Private,120238, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,187215, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,15024,0,36, United-States, >50K -29, Self-emp-not-inc,144063, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,72, United-States, <=50K -38, Private,238721, Assoc-acdm,12, Divorced, Exec-managerial, Unmarried, Black, Female,0,0,40, United-States, <=50K -21, Private,164920, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -34, Self-emp-not-inc,152493, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,70, United-States, <=50K -50, Private,92968, Bachelors,13, Never-married, Sales, Unmarried, White, Female,0,0,32, United-States, <=50K -50, Private,136836, HS-grad,9, Divorced, Prof-specialty, Unmarried, Black, Female,0,0,40, United-States, <=50K -49, Federal-gov,216453, Assoc-voc,11, Divorced, Exec-managerial, Unmarried, Black, Female,0,0,45, United-States, <=50K -30, Private,349148, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,70, United-States, <=50K -29, State-gov,309620, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,20, Taiwan, <=50K -22, State-gov,347803, Some-college,10, Never-married, Adm-clerical, Not-in-family, Other, Male,0,0,20, United-States, <=50K -42, Private,85995, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -19,,167428, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -31, Private,164569, Some-college,10, Divorced, Other-service, Unmarried, White, Female,0,0,48, United-States, <=50K -42, Self-emp-not-inc,308279, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,21, United-States, <=50K -20, Private,56322, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -51,,203015, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -50, Private,211654, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -27, Self-emp-inc,120126, 9th,5, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -26, Private,239043, 11th,7, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -61,,179761, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, >50K -20, Private,312017, Some-college,10, Never-married, Protective-serv, Own-child, White, Male,0,0,40, Germany, <=50K -51, Private,257485, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -52, Private,49243, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,229716, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,38, United-States, <=50K -31, Private,341672, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, Asian-Pac-Islander, Male,0,0,60, India, <=50K -24, Private,32311, Some-college,10, Married-civ-spouse, Other-service, Wife, White, Female,0,0,40, United-States, <=50K -56, Private,275236, Bachelors,13, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -19,,400356, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -29, Private,184596, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,3942,0,50, United-States, <=50K -18, Private,186909, HS-grad,9, Never-married, Sales, Other-relative, White, Female,1055,0,30, United-States, <=50K -43, Private,152420, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,50, United-States, <=50K -43, State-gov,261929, Doctorate,16, Married-spouse-absent, Prof-specialty, Unmarried, White, Male,25236,0,64, United-States, >50K -21, Private,235442, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,161691, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -20,,173945, 11th,7, Married-civ-spouse,, Other-relative, White, Female,0,0,39, United-States, <=50K -41, Private,355918, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,65, United-States, >50K -45, State-gov,198660, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -20, Private,122649, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -28, Private,421967, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,60, United-States, >50K -50, Local-gov,259377, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,15024,0,40, United-States, >50K -47, Private,74305, Bachelors,13, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -80, Self-emp-not-inc,34340, 7th-8th,4, Widowed, Farming-fishing, Not-in-family, White, Male,0,0,35, United-States, <=50K -47, Self-emp-not-inc,182752, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,35, Iran, <=50K -19,,48393, Some-college,10, Never-married,, Own-child, White, Male,0,0,84, United-States, <=50K -45, Private,34248, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -17, Private,186677, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,12, United-States, <=50K -37, Private,167851, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -27, Private,146460, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -17, Private,209650, 12th,8, Never-married, Other-service, Own-child, White, Male,0,0,16, United-States, <=50K -18, Self-emp-not-inc,132986, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -57, Private,94429, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,252406, HS-grad,9, Separated, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -26, Private,174592, Masters,14, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -36, Self-emp-not-inc,151322, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -51, Private,37237, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,80, United-States, >50K -38, Private,101192, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -77,,152900, 5th-6th,3, Married-civ-spouse,, Husband, White, Male,0,0,20, United-States, <=50K -51, Private,94081, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, >50K -24, Private,329408, 11th,7, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Private,106028, HS-grad,9, Divorced, Farming-fishing, Not-in-family, White, Male,0,0,65, United-States, <=50K -35,,164866, 10th,6, Divorced,, Not-in-family, White, Male,0,0,99, United-States, <=50K -51, Self-emp-inc,167793, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,40, United-States, >50K -28, Private,138692, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -37, Private,173968, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -43, Private,228320, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,96585, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,30, United-States, <=50K -42, Private,156580, Bachelors,13, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, Puerto-Rico, <=50K -58, Private,210673, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -52, Local-gov,137753, HS-grad,9, Married-civ-spouse, Other-service, Wife, Black, Female,0,0,20, United-States, <=50K -29, Private,29865, HS-grad,9, Divorced, Sales, Not-in-family, Amer-Indian-Eskimo, Female,0,0,50, United-States, <=50K -27, Private,196044, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -28, Private,308995, Some-college,10, Never-married, Adm-clerical, Own-child, Black, Female,0,0,40, Jamaica, <=50K -59, Private,159008, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,7298,0,20, United-States, >50K -28, Private,362491, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -24, Private,94395, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -20, Private,320047, 10th,6, Married-spouse-absent, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -54, Private,98535, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -65, Private,183170, HS-grad,9, Divorced, Other-service, Not-in-family, White, Male,0,0,25, United-States, <=50K -18,,331511, Some-college,10, Never-married,, Own-child, White, Male,0,0,30, United-States, <=50K -38, Private,195686, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -29, Private,178244, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,127833, HS-grad,9, Never-married, Adm-clerical, Own-child, Black, Female,0,0,40, United-States, <=50K -36, Private,269722, Masters,14, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -55, State-gov,136819, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,205604, 5th-6th,3, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,30, Mexico, <=50K -28, Private,132078, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -20, Private,234880, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,30, United-States, <=50K -24, Private,196816, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,3908,0,40, United-States, <=50K -36, Private,237943, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,50, United-States, >50K -68, Self-emp-inc,140852, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -49, Self-emp-not-inc,105614, HS-grad,9, Divorced, Sales, Not-in-family, White, Male,0,0,50, United-States, >50K -18, Private,83492, 7th-8th,4, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -50, Self-emp-not-inc,225772, Doctorate,16, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,60, United-States, >50K -37, Private,242713, 12th,8, Separated, Priv-house-serv, Unmarried, Black, Female,0,0,40, United-States, <=50K -60, Private,355865, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -43, Private,173316, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -43, Self-emp-inc,35662, Doctorate,16, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,70, United-States, >50K -17, Private,297246, 11th,7, Never-married, Priv-house-serv, Own-child, White, Female,0,0,9, United-States, <=50K -43, Private,108945, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, <=50K -39, Private,112158, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,26,, <=50K -21, Self-emp-not-inc,57298, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,15, United-States, <=50K -42, Self-emp-not-inc,115323, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,7,, <=50K -48, Self-emp-not-inc,164582, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,7298,0,60, United-States, >50K -56, Private,295067, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,14084,0,45, United-States, >50K -21, Private,177265, Assoc-acdm,12, Never-married, Other-service, Own-child, White, Female,0,0,30, United-States, <=50K -28, Local-gov,336543, Assoc-acdm,12, Married-civ-spouse, Protective-serv, Husband, Asian-Pac-Islander, Male,0,0,40, Hong, >50K -39, Self-emp-not-inc,52870, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -40, Private,316820, 7th-8th,4, Married-civ-spouse, Sales, Husband, White, Male,4064,0,40, United-States, <=50K -38, Local-gov,200153, Assoc-acdm,12, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -59, Private,453067, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,36, United-States, >50K -51, Federal-gov,27166, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -19, Private,299598, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,16, United-States, <=50K -23, Private,122048, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -31, Private,345277, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -42, Private,113147, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,40, United-States, <=50K -43, Private,34007, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -45, Private,255014, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, >50K -34, Private,152667, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,35, United-States, <=50K -21, Private,231053, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,30, United-States, <=50K -34, Private,103651, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -55, Self-emp-inc,124137, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -30, Private,198183, Assoc-voc,11, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -29, Private,183627, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,3137,0,48, Ireland, <=50K -19, Private,466458, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -45, Self-emp-not-inc,114396, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,35, United-States, <=50K -42, Private,186376, Bachelors,13, Married-civ-spouse, Other-service, Husband, Asian-Pac-Islander, Male,0,0,72, Philippines, >50K -32, Private,290964, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,1590,40, United-States, <=50K -90, Self-emp-not-inc,282095, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -44, State-gov,244974, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,44, United-States, >50K -34, Self-emp-not-inc,114691, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -35, Private,107160, 12th,8, Separated, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -39, Self-emp-not-inc,142573, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,25, United-States, <=50K -29, Private,203833, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Black, Male,0,0,40, United-States, <=50K -24, Private,47791, HS-grad,9, Never-married, Other-service, Unmarried, White, Female,0,0,32, United-States, <=50K -49, Private,133729, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,17, United-States, <=50K -52, Self-emp-not-inc,135339, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,0,40,, >50K -54, Private,135803, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,15024,0,60, South, >50K -31, Private,128591, 9th,5, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -44, Private,133853, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, <=50K -18,,137363, Some-college,10, Never-married,, Own-child, White, Female,0,0,30, United-States, <=50K -27, Self-emp-not-inc,243569, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,119156, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -30, Private,391114, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,60, United-States, <=50K -27, Private,252506, Some-college,10, Divorced, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -34, State-gov,117503, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,20, Italy, <=50K -25, State-gov,117833, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,19, United-States, <=50K -39, Private,294183, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -28, Private,394927, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -51, Self-emp-not-inc,259323, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,70, United-States, <=50K -21,,207988, HS-grad,9, Married-civ-spouse,, Other-relative, White, Female,0,0,35, United-States, <=50K -33, Private,96635, Some-college,10, Never-married, Sales, Not-in-family, Asian-Pac-Islander, Male,0,0,26, South, <=50K -27, Private,192283, Assoc-voc,11, Never-married, Handlers-cleaners, Own-child, White, Female,0,0,38, United-States, <=50K -29, Private,214881, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -33, State-gov,167474, 10th,6, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,110713, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -20, Private,201204, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -24, Private,197666, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -29, Private,162002, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,35, United-States, <=50K -31, Private,263561, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,2246,45, United-States, >50K -41, Private,224799, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -42, Self-emp-not-inc,89942, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,238685, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,30, United-States, <=50K -54, Private,38795, 9th,5, Separated, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -55, Private,90414, Bachelors,13, Married-spouse-absent, Craft-repair, Unmarried, White, Female,0,0,55, Ireland, <=50K -21, Private,190805, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,32, United-States, <=50K -52, Private,23780, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,45, United-States, >50K -19, Private,285263, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -33, Private,177331, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -22, Private,347530, HS-grad,9, Separated, Other-service, Unmarried, Black, Female,0,0,35, United-States, <=50K -59, Private,230039, HS-grad,9, Never-married, Exec-managerial, Unmarried, White, Female,0,625,38, United-States, <=50K -17,,210547, 10th,6, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -31, Private,204752, 12th,8, Never-married, Sales, Own-child, White, Male,0,0,32, United-States, <=50K -74, Self-emp-not-inc,104001, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -45, Private,253116, 10th,6, Divorced, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -36, Private,169037, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -35, Self-emp-inc,202027, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,60, United-States, <=50K -45, Private,170099, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -42, Self-emp-not-inc,212847, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Male,0,0,85, United-States, <=50K -50, State-gov,307392, Masters,14, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -39, Private,233428, HS-grad,9, Divorced, Exec-managerial, Other-relative, White, Female,0,0,40, United-States, <=50K -44, Private,355728, Some-college,10, Separated, Exec-managerial, Not-in-family, White, Male,0,1980,45, England, <=50K -52, Private,177995, 1st-4th,2, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,56, Mexico, >50K -24, Private,283613, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,43, United-States, <=50K -56, Self-emp-inc,184598, 9th,5, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,99, United-States, <=50K -27, Private,185647, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, >50K -47, Self-emp-inc,192894, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,45, United-States, >50K -40, Self-emp-not-inc,284706, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, Amer-Indian-Eskimo, Male,0,1977,60, United-States, >50K -38, Private,179579, HS-grad,9, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -27, Private,131679, Assoc-voc,11, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -52, Private,132973, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,38, United-States, <=50K -22, Private,154713, HS-grad,9, Divorced, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -41, Private,121718, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Italy, <=50K -30, Private,255279, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,20, United-States, <=50K -55, Private,202559, Bachelors,13, Married-civ-spouse, Other-service, Other-relative, Asian-Pac-Islander, Male,0,0,35, Philippines, <=50K -25, Private,123095, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,1590,40, United-States, <=50K -32, Private,153326, Bachelors,13, Married-civ-spouse, Prof-specialty, Other-relative, White, Male,0,0,40, United-States, <=50K -28, Private,75695, Some-college,10, Separated, Other-service, Not-in-family, White, Female,0,0,60, United-States, <=50K -33, Self-emp-inc,206609, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -17, Private,234780, HS-grad,9, Never-married, Farming-fishing, Own-child, Black, Male,0,0,40, United-States, <=50K -27, Private,178778, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -55, Private,171355, Assoc-voc,11, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,20, United-States, <=50K -63, Federal-gov,95680, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,18, United-States, >50K -39, Private,196673, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,5013,0,40, United-States, <=50K -51, Federal-gov,73670, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,4386,0,52, United-States, >50K -67, Self-emp-not-inc,139960, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -41, Self-emp-inc,397280, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,72,, <=50K -27, Private,60374, HS-grad,9, Widowed, Craft-repair, Unmarried, White, Female,0,1594,26, United-States, <=50K -54, Private,421561, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -59, Private,245196, 10th,6, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, >50K -18, Private,27620, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,25, United-States, <=50K -19, Private,187570, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,20, United-States, <=50K -31, Private,102884, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, <=50K -17, Private,228399, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,7, United-States, <=50K -42, Private,340234, HS-grad,9, Married-civ-spouse, Tech-support, Husband, Asian-Pac-Islander, Male,15024,0,40, United-States, >50K -37, Private,176293, Some-college,10, Married-spouse-absent, Prof-specialty, Not-in-family, White, Female,0,0,30, United-States, <=50K -51, Local-gov,108435, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -48, Private,161187, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,2463,0,40, United-States, <=50K -23, Private,278391, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -27, Private,157941, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -25, Private,182866, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -69, Private,370888, Assoc-acdm,12, Divorced, Adm-clerical, Not-in-family, White, Female,2964,0,6, Germany, <=50K -30, Private,206512, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,44, United-States, <=50K -33, Private,357954, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,35, India, <=50K -28, Private,189346, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,48, United-States, <=50K -45, Private,234652, 5th-6th,3, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Mexico, <=50K -25, Private,113436, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,15, United-States, <=50K -37, Private,204145, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -59, Private,157305, Preschool,1, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, Dominican-Republic, <=50K -26, Private,104045, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,30, United-States, <=50K -48, Private,280422, Some-college,10, Separated, Other-service, Not-in-family, White, Female,0,0,25, Peru, <=50K -64, Federal-gov,173754, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,211154, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,50, United-States, <=50K -24, Private,321435, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -40, State-gov,177083, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,35, United-States, <=50K -46, Private,178829, Masters,14, Married-spouse-absent, Exec-managerial, Not-in-family, White, Male,0,0,70, United-States, >50K -35, Federal-gov,287658, Some-college,10, Married-civ-spouse, Protective-serv, Husband, Black, Male,0,0,40, United-States, >50K -43, Private,209894, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -31, Private,334744, HS-grad,9, Separated, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -22, Private,306967, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,25, United-States, <=50K -35, Private,52187, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,30, United-States, <=50K -35, Private,101978, HS-grad,9, Separated, Transport-moving, Not-in-family, White, Male,0,0,50, United-States, <=50K -35, State-gov,483530, Some-college,10, Divorced, Tech-support, Unmarried, White, Female,0,0,40, United-States, <=50K -40, Private,77357, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -50, Private,149770, Masters,14, Never-married, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -48, Self-emp-not-inc,328606, Prof-school,15, Divorced, Prof-specialty, Unmarried, White, Male,14084,0,63, United-States, >50K -70,,172652, Masters,14, Married-civ-spouse,, Husband, White, Male,0,0,8, United-States, <=50K -46, Private,188293, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -36, Private,116608, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,38, United-States, <=50K -37, State-gov,348960, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,36, United-States, >50K -24, Private,329530, 9th,5, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, Mexico, <=50K -47, Local-gov,93476, Bachelors,13, Separated, Prof-specialty, Not-in-family, White, Female,0,0,70, United-States, <=50K -35, Self-emp-not-inc,195744, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -43, Private,125833, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, Asian-Pac-Islander, Male,0,0,40, Vietnam, <=50K -18, State-gov,191117, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -54, Private,311020, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,50, United-States, <=50K -62, Private,210464, HS-grad,9, Never-married, Other-service, Other-relative, Black, Female,0,0,38, United-States, <=50K -36, Private,135289, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, United-States, >50K -27, Private,156266, 9th,5, Married-civ-spouse, Farming-fishing, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -23, Private,154210, Some-college,10, Never-married, Adm-clerical, Other-relative, Asian-Pac-Islander, Male,0,0,14, Puerto-Rico, <=50K -61,,160625, Bachelors,13, Married-civ-spouse,, Husband, White, Male,4386,0,15, United-States, >50K -39, Self-emp-not-inc,331481, Bachelors,13, Divorced, Craft-repair, Not-in-family, Black, Male,0,1669,60,, <=50K -33, Self-emp-not-inc,249249, 5th-6th,3, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -28, Private,261725, 1st-4th,2, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,40, Mexico, <=50K -22, Private,239612, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,20, United-States, <=50K -31, Self-emp-not-inc,226696, Assoc-voc,11, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, >50K -26, Private,190330, Bachelors,13, Never-married, Other-service, Not-in-family, White, Male,0,0,30, United-States, <=50K -44, Private,193755, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, >50K -73, Private,192740, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,30, United-States, <=50K -44, Private,201924, Bachelors,13, Divorced, Sales, Unmarried, White, Female,0,0,35, United-States, <=50K -35, Private,77146, Assoc-voc,11, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,45, United-States, <=50K -33, Private,126414, Bachelors,13, Married-civ-spouse, Other-service, Wife, White, Female,0,0,40,, <=50K -27, Private,43652, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -47, Federal-gov,227244, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, Black, Male,0,0,50, United-States, >50K -29, Private,160731, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -33, Private,287878, Some-college,10, Married-civ-spouse, Other-service, Wife, White, Female,0,0,26, United-States, <=50K -50, Private,166758, Some-college,10, Divorced, Other-service, Not-in-family, White, Female,0,0,15, United-States, <=50K -32, Private,183811, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,2829,0,40, United-States, <=50K -41, Self-emp-not-inc,254818, Masters,14, Divorced, Handlers-cleaners, Unmarried, White, Male,0,0,40, Peru, <=50K -19,,220517, Some-college,10, Never-married,, Own-child, White, Female,0,0,35, United-States, <=50K -45, Private,295046, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -65, Private,190568, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,810,36, United-States, <=50K -42, State-gov,211915, Some-college,10, Separated, Tech-support, Unmarried, White, Female,0,0,40, United-States, <=50K -33, Self-emp-not-inc,295621, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,25, United-States, >50K -32, Private,204567, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,99999,0,60, United-States, >50K -42, Private,204235, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -49, Private,186982, Some-college,10, Separated, Exec-managerial, Not-in-family, White, Female,0,0,45, United-States, >50K -38, Private,133586, HS-grad,9, Married-civ-spouse, Protective-serv, Own-child, White, Male,0,0,45, United-States, <=50K -38, Private,165930, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -37, Private,164898, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,52, United-States, <=50K -24, Private,278155, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,30, United-States, <=50K -27, Self-emp-not-inc,115705, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -25, Private,150553, 9th,5, Married-spouse-absent, Adm-clerical, Unmarried, Asian-Pac-Islander, Female,0,0,40, Vietnam, <=50K -29, Private,185127, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -46, Private,201595, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,70, United-States, <=50K -44, Self-emp-inc,165815, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,96, United-States, <=50K -26, Private,102420, Bachelors,13, Never-married, Sales, Not-in-family, Asian-Pac-Islander, Female,0,0,40, South, <=50K -46, Local-gov,344172, Assoc-acdm,12, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,49, United-States, >50K -38, Private,222450, Some-college,10, Separated, Exec-managerial, Unmarried, White, Male,0,0,40, United-States, <=50K -38, Private,212245, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -22, State-gov,190625, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,20, United-States, <=50K -33, Private,203488, Some-college,10, Divorced, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -50, Private,304260, Assoc-acdm,12, Divorced, Adm-clerical, Not-in-family, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -31, Local-gov,243665, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,41, United-States, >50K -26, Self-emp-not-inc,189238, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,4, Mexico, <=50K -42, Private,77373, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,38, United-States, <=50K -27, Private,410351, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,36385, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -64, Private,110150, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -43, Private,198316, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,127772, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -47, Self-emp-not-inc,199058, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, >50K -56, Private,285730, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,66, United-States, <=50K -25, Local-gov,334133, Masters,14, Never-married, Prof-specialty, Own-child, White, Male,0,0,20, United-States, <=50K -60, State-gov,97030, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,35, United-States, <=50K -52, Private,67090, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,44, United-States, <=50K -43, Private,397963, HS-grad,9, Divorced, Handlers-cleaners, Not-in-family, White, Male,594,0,16, United-States, <=50K -46, Private,182533, Bachelors,13, Never-married, Adm-clerical, Unmarried, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -19, Private,560804, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,30, United-States, <=50K -56, Private,365050, 7th-8th,4, Never-married, Farming-fishing, Unmarried, Black, Female,0,0,20, United-States, <=50K -22, Private,110200, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -28, Private,150025, 11th,7, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40,, <=50K -39, Private,299828, 5th-6th,3, Separated, Sales, Unmarried, Black, Female,0,0,30, Puerto-Rico, <=50K -28, Private,109282, Some-college,10, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -31, Private,103435, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -22, Private,34747, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,35, United-States, <=50K -39, Private,137522, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Asian-Pac-Islander, Male,0,0,40,, >50K -39, Private,286789, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -28, Self-emp-not-inc,211032, 11th,7, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, Mexico, <=50K -67,,192916, HS-grad,9, Married-civ-spouse,, Husband, White, Male,3818,0,11, United-States, <=50K -31, Private,219318, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Female,0,0,35, Puerto-Rico, <=50K -50, Private,112873, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,36069, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,3908,0,46, United-States, <=50K -48, Private,73434, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, Germany, >50K -51, Private,200576, Bachelors,13, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -54, Private,172962, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -44, Private,44006, Assoc-voc,11, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -20, Private,234474, Some-college,10, Never-married, Sales, Own-child, Black, Female,0,0,20, United-States, <=50K -37, Private,212826, HS-grad,9, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,40, United-States, <=50K -38, Private,234901, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -59, Federal-gov,200700, Assoc-acdm,12, Married-civ-spouse, Farming-fishing, Husband, Black, Male,0,0,40, United-States, <=50K -59, Self-emp-not-inc,41258, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -51, Private,249644, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,48, United-States, >50K -60,,230165, Bachelors,13, Married-civ-spouse,, Husband, Black, Male,0,0,40, United-States, <=50K -29, Private,351731, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,114765, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -42, Private,349884, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, <=50K -28, Self-emp-inc,204247, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -34, Private,143392, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -50, Self-emp-not-inc,37913, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, Italy, >50K -22, Self-emp-inc,150683, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,24, United-States, <=50K -27, Private,207611, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,52, United-States, <=50K -45, State-gov,319666, Prof-school,15, Divorced, Prof-specialty, Unmarried, White, Female,0,0,43, United-States, <=50K -39, Private,155961, HS-grad,9, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,38, United-States, <=50K -25, Local-gov,117833, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,35, United-States, <=50K -63,,447079, HS-grad,9, Never-married,, Not-in-family, White, Male,0,0,15, United-States, <=50K -24, Self-emp-inc,142404, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -18, Private,155752, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,30, United-States, <=50K -19,,252292, HS-grad,9, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -23, Private,111450, 12th,8, Never-married, Other-service, Unmarried, Black, Male,0,0,38, United-States, <=50K -20, Private,528616, 5th-6th,3, Never-married, Other-service, Other-relative, White, Male,0,0,40, Mexico, <=50K -17, Self-emp-not-inc,228786, 10th,6, Never-married, Other-service, Own-child, White, Female,0,0,24, United-States, <=50K -63, Self-emp-inc,80572, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, >50K -28, Local-gov,180271, Bachelors,13, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,65, United-States, >50K -51, Federal-gov,237819, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -29, Private,157612, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,3325,0,45, United-States, <=50K -64, Private,379062, Some-college,10, Widowed, Adm-clerical, Unmarried, White, Female,0,0,12, United-States, <=50K -17, Private,191910, 10th,6, Never-married, Other-service, Own-child, White, Male,0,0,25, United-States, <=50K -45, Local-gov,326064, Some-college,10, Divorced, Adm-clerical, Unmarried, Black, Female,6497,0,35, United-States, <=50K -18, Private,312353, 12th,8, Never-married, Other-service, Own-child, Black, Male,0,0,20, United-States, <=50K -31, Local-gov,213307, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -48, Self-emp-not-inc,209057, Bachelors,13, Married-spouse-absent, Sales, Own-child, White, Male,0,0,50, United-States, >50K -41, Private,340148, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,45, United-States, <=50K -65, Private,154171, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,20051,0,60, United-States, >50K -27, Private,94064, Assoc-voc,11, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -39, Private,119098, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -51, Self-emp-not-inc,388496, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,8, Puerto-Rico, >50K -49, Private,181363, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -58,,210031, HS-grad,9, Divorced,, Unmarried, White, Male,0,0,40, United-States, <=50K -36, Private,206951, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,1902,45, United-States, >50K -25, Private,485496, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, Black, Female,0,0,40, United-States, <=50K -41, Private,210259, Some-college,10, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,37, United-States, <=50K -31, Private,118551, 9th,5, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -63, Private,180911, 11th,7, Married-civ-spouse, Protective-serv, Husband, White, Male,4386,0,37, United-States, >50K -50, State-gov,242517, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -63, Private,298113, Some-college,10, Divorced, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -44, Self-emp-not-inc,277783, Masters,14, Never-married, Farming-fishing, Own-child, White, Male,0,0,99, United-States, <=50K -48, Private,155862, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,65, United-States, <=50K -51, Self-emp-not-inc,171924, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -18, Private,243900, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,15, United-States, <=50K -23, Private,231160, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,25, United-States, <=50K -31, Private,356882, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,5013,0,40, United-States, <=50K -38, Private,49020, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -19,,105460, Some-college,10, Never-married,, Own-child, White, Male,0,0,20, England, <=50K -56, Private,157749, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, >50K -31, Private,131568, 7th-8th,4, Divorced, Transport-moving, Unmarried, White, Male,0,0,20, United-States, <=50K -46, Private,332355, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,204501, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -56, Local-gov,305767, HS-grad,9, Married-civ-spouse, Other-service, Husband, Asian-Pac-Islander, Male,0,0,40, China, <=50K -31, Private,129761, HS-grad,9, Never-married, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -42, Self-emp-inc,130126, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,40, United-States, >50K -53, Private,102828, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,35, United-States, >50K -18, Private,160984, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,15, United-States, <=50K -18,,255282, 11th,7, Never-married,, Own-child, Black, Male,0,1602,48, United-States, <=50K -20,,346341, Some-college,10, Never-married,, Not-in-family, White, Female,0,0,35, United-States, <=50K -27, Private,285897, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1848,45, United-States, >50K -31, Private,356689, Bachelors,13, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K -52, Federal-gov,192386, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,5013,0,40, United-States, <=50K -46, Private,394860, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,113129, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,24, United-States, <=50K -26, Private,55929, Bachelors,13, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -48, Local-gov,177018, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -37, Private,161141, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -29, Private,309463, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -49, Private,165468, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,55, United-States, >50K -24, Private,49218, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -74, Self-emp-not-inc,119129, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,2149,20, United-States, <=50K -56, Self-emp-not-inc,162130, 5th-6th,3, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1887,67, United-States, >50K -39, Federal-gov,129573, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,1741,40, United-States, <=50K -21, Private,306850, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -29, Private,135296, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,2258,45, United-States, >50K -43, Self-emp-not-inc,187322, HS-grad,9, Divorced, Other-service, Unmarried, White, Male,0,0,45, United-States, <=50K -23, Private,55674, Bachelors,13, Never-married, Protective-serv, Not-in-family, White, Female,2907,0,40, United-States, <=50K -26, Private,148298, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, <=50K -47, Private,34845, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -27, Private,200733, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,55, United-States, <=50K -45, Private,191858, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, >50K -30, Private,425528, HS-grad,9, Never-married, Protective-serv, Own-child, White, Male,0,0,70, United-States, <=50K -35, Private,44780, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,7688,0,20, United-States, >50K -33, Private,125856, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,100508, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -21, Private,148294, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Male,0,0,20, United-States, <=50K -42, Private,39324, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -48, Federal-gov,147397, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,36, United-States, <=50K -46, Private,24728, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Female,0,0,48, United-States, <=50K -36, Private,177616, 5th-6th,3, Separated, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -54, Private,163826, HS-grad,9, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -25, Private,199947, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -26, Local-gov,386949, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,25, United-States, <=50K -36, Self-emp-inc,116133, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,57, United-States, <=50K -56, Self-emp-not-inc,196307, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,20, United-States, <=50K -37, Private,177181, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,324854, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, >50K -23, Private,188505, Bachelors,13, Never-married, Other-service, Own-child, White, Female,0,0,25, United-States, <=50K -23, State-gov,502316, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -41, State-gov,26892, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -55, Private,102058, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -39, Private,167728, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -67, Local-gov,233681, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,35, United-States, <=50K -60, Private,26756, HS-grad,9, Widowed, Sales, Not-in-family, White, Female,0,0,50, United-States, <=50K -54, Private,101890, HS-grad,9, Widowed, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -38, Private,192337, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, England, >50K -47, Private,340982, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, Asian-Pac-Islander, Male,3103,0,40, Philippines, >50K -49, State-gov,102308, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,42, United-States, >50K -19, Private,84747, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,24, United-States, <=50K -20, Private,197752, Some-college,10, Never-married, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -66, Private,185336, HS-grad,9, Widowed, Sales, Other-relative, White, Female,0,0,35, United-States, <=50K -22,,289984, Some-college,10, Never-married,, Not-in-family, Black, Female,0,0,25, United-States, <=50K -51, Self-emp-not-inc,125417, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,42, United-States, >50K -19, Private,278480, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -36, Private,146412, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -33, Private,193042, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, >50K -41, Private,53956, Bachelors,13, Divorced, Sales, Not-in-family, White, Male,0,1980,56, United-States, <=50K -90, Private,175491, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,9386,0,50, Ecuador, >50K -78,,33186, 7th-8th,4, Married-civ-spouse,, Husband, White, Male,0,0,60, United-States, <=50K -36, Private,144154, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -30, Private,194901, Prof-school,15, Divorced, Sales, Own-child, White, Male,0,0,55, United-States, <=50K -35, Private,335777, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,40, Mexico, <=50K -46, Private,139268, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -38, Private,33887, HS-grad,9, Never-married, Machine-op-inspct, Other-relative, White, Male,0,0,40, United-States, <=50K -24, Private,283613, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,141245, Bachelors,13, Married-civ-spouse, Other-service, Wife, White, Female,0,0,40, Puerto-Rico, <=50K -49, Private,298130, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -19, Private,186096, HS-grad,9, Never-married, Other-service, Own-child, Black, Male,0,0,30, United-States, <=50K -77, Private,187656, Some-college,10, Widowed, Priv-house-serv, Not-in-family, White, Female,0,0,20, United-States, <=50K -46, Private,102308, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,56, United-States, >50K -41, Private,124639, Some-college,10, Separated, Craft-repair, Not-in-family, Black, Male,0,0,40, United-States, <=50K -28, Private,388112, 1st-4th,2, Never-married, Farming-fishing, Unmarried, White, Male,0,0,77, Mexico, <=50K -21, Private,109952, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,164529, 12th,8, Never-married, Farming-fishing, Own-child, Black, Male,0,0,40, United-States, <=50K -36, Private,247750, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,45, United-States, <=50K -23, State-gov,103588, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,25, United-States, <=50K -38, Federal-gov,248919, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,2051,40, United-States, <=50K -29, Self-emp-not-inc,178551, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,136137, Some-college,10, Married-civ-spouse, Exec-managerial, Other-relative, White, Male,0,0,50, United-States, >50K -47, Federal-gov,55377, Bachelors,13, Never-married, Adm-clerical, Unmarried, Black, Male,0,0,40, United-States, >50K -39, Local-gov,177728, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -40, Local-gov,243580, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,48, United-States, <=50K -21,,188535, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -32, Private,63910, HS-grad,9, Divorced, Adm-clerical, Own-child, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -23, Private,219535, HS-grad,9, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -44, State-gov,180609, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,59313, Some-college,10, Separated, Other-service, Not-in-family, Black, Male,0,0,40,, <=50K -70, Private,170428, Bachelors,13, Widowed, Prof-specialty, Unmarried, White, Female,0,0,20, Puerto-Rico, <=50K -51, Private,102615, Masters,14, Married-civ-spouse, Protective-serv, Husband, White, Male,0,1977,40, United-States, >50K -66, Private,193132, 9th,5, Separated, Other-service, Not-in-family, Black, Female,0,0,30, United-States, <=50K -57, Self-emp-inc,124137, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,136629, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -48, Self-emp-inc,148995, Bachelors,13, Divorced, Sales, Not-in-family, White, Male,0,0,60, United-States, >50K -24,,203076, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,63424, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -43, Private,241895, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -27, Private,266973, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -32, Private,188048, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -20, Private,366929, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,35, United-States, <=50K -33, Private,214129, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -19, Private,250818, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -32, Local-gov,240979, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, >50K -35, Private,98283, Prof-school,15, Never-married, Prof-specialty, Not-in-family, Asian-Pac-Islander, Male,0,0,40, India, >50K -26, Private,104746, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,5013,0,60, United-States, <=50K -39, Private,103710, HS-grad,9, Never-married, Sales, Unmarried, White, Female,0,0,60, United-States, <=50K -24, Private,159580, Bachelors,13, Never-married, Other-service, Own-child, Black, Female,0,0,75, United-States, <=50K -45, Private,117409, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -20, Private,140001, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -49, State-gov,31650, Bachelors,13, Married-civ-spouse, Prof-specialty, Other-relative, White, Female,0,0,45, United-States, <=50K -35, State-gov,80771, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -30, Private,66278, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -23, Private,107801, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,1617,25, United-States, <=50K -33, Private,206609, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -35, Private,282461, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -31, Private,188246, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -20, Private,279763, 11th,7, Never-married, Craft-repair, Not-in-family, Black, Male,0,0,25, United-States, <=50K -44, Private,467799, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -33, Self-emp-not-inc,137674, HS-grad,9, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,40, United-States, <=50K -50, Private,158284, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,204219, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Female,0,0,40, Mexico, <=50K -28, State-gov,210498, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -60, Federal-gov,63526, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,40, United-States, >50K -38, Federal-gov,216924, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,372559, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -57, Federal-gov,199114, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,2258,40, United-States, <=50K -50, Private,168539, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -39, Local-gov,189911, 11th,7, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -69, Local-gov,61958, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,1424,0,6, United-States, <=50K -51, State-gov,68898, Assoc-voc,11, Divorced, Tech-support, Not-in-family, White, Male,0,2444,39, United-States, >50K -42, Private,204450, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,0,0,40, United-States, <=50K -53, Private,311350, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -37, Private,113750, Bachelors,13, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,359591, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,132879, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,7298,0,50, United-States, >50K -20, Private,301199, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,24, United-States, <=50K -38, State-gov,267540, Some-college,10, Separated, Adm-clerical, Unmarried, Black, Female,0,0,38, United-States, <=50K -52, Private,185407, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, Poland, >50K -48, Self-emp-inc,191277, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -30, Private,78980, Assoc-voc,11, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -37, Self-emp-not-inc,241463, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1848,65, United-States, >50K -47, Private,216999, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -33, Local-gov,120508, Bachelors,13, Divorced, Protective-serv, Unmarried, White, Female,0,0,60, Germany, <=50K -33, Private,122612, HS-grad,9, Married-spouse-absent, Other-service, Not-in-family, Asian-Pac-Islander, Female,0,0,35, Thailand, <=50K -20, Private,94057, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,15, United-States, <=50K -41, State-gov,197558, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -32, Private,351869, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,1485,45, United-States, >50K -54, Self-emp-not-inc,121761, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,50,, <=50K -36, Federal-gov,184556, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, <=50K -46, Private,268281, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -45, Private,235646, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -18, Private,186909, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,16, United-States, <=50K -62, Private,35783, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -33, Private,188861, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,363591, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -18, Private,469921, Some-college,10, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -32, Private,51150, Assoc-voc,11, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -43, Private,174325, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, <=50K -20, Private,347530, HS-grad,9, Never-married, Other-service, Unmarried, Black, Female,0,0,25, United-States, <=50K -50, Private,72351, Bachelors,13, Divorced, Sales, Not-in-family, White, Male,0,0,45, United-States, <=50K -42, Local-gov,185129, Doctorate,16, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,43,, >50K -36, Private,188571, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,255252, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -30, Private,291951, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -33, Self-emp-not-inc,223046, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -43, Local-gov,37937, Assoc-acdm,12, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,43, United-States, <=50K -38, Private,295127, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -34, Local-gov,183801, Bachelors,13, Never-married, Other-service, Not-in-family, White, Male,0,0,14, United-States, <=50K -40, Private,116218, Some-college,10, Separated, Adm-clerical, Unmarried, White, Female,0,0,45, United-States, <=50K -40, Private,143069, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -41, Local-gov,235951, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -57, Private,112840, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -65, Local-gov,146454, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1648,4, Greece, <=50K -52, Federal-gov,43705, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,50, United-States, <=50K -59, Private,122283, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,99999,0,40, India, >50K -18, Private,376647, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,2176,0,25, United-States, <=50K -48, Private,101299, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, <=50K -45, Private,96798, 5th-6th,3, Divorced, Transport-moving, Unmarried, White, Male,0,0,40, United-States, <=50K -24, Private,194654, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -27, State-gov,206889, Assoc-acdm,12, Never-married, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, <=50K -40, Private,226902, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,50, United-States, >50K -44, State-gov,150755, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,5013,0,40, United-States, <=50K -24, Private,200679, HS-grad,9, Never-married, Farming-fishing, Own-child, Black, Male,0,0,50, United-States, <=50K -71, Private,183678, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,16, United-States, <=50K -17, Private,33138, 12th,8, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -57, Self-emp-not-inc,57071, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,3137,0,40, United-States, <=50K -71,,35303, Bachelors,13, Married-civ-spouse,, Husband, White, Male,9386,0,30, United-States, >50K -37, Private,188576, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,40,, <=50K -33, Private,169496, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,58124, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,356344, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -42, Self-emp-not-inc,444134, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,15, United-States, <=50K -18,,340117, 11th,7, Never-married,, Unmarried, Black, Female,0,0,50, United-States, <=50K -34, Private,219619, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -57,,334585, 10th,6, Married-civ-spouse,, Wife, White, Female,0,0,40, United-States, <=50K -27, Local-gov,331046, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,45, United-States, <=50K -46,,443179, Bachelors,13, Divorced,, Not-in-family, White, Female,0,0,8, United-States, <=50K -64,,239529, 11th,7, Widowed,, Not-in-family, White, Female,3674,0,35, United-States, <=50K -24, Private,100345, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,20, United-States, <=50K -23, Private,205653, Bachelors,13, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,30, United-States, <=50K -33, Private,112383, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -58, Self-emp-inc,21626, Assoc-voc,11, Divorced, Sales, Not-in-family, White, Male,2202,0,56, United-States, <=50K -25, Private,135568, 9th,5, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -44, Private,190532, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,55, United-States, <=50K -53, Federal-gov,266598, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -38, Local-gov,116608, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,35, United-States, >50K -36, Private,353263, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,45, United-States, >50K -25, State-gov,157617, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -54, Federal-gov,21698, Bachelors,13, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -31, Private,77143, 12th,8, Separated, Transport-moving, Unmarried, Black, Male,0,0,40, United-States, <=50K -18, State-gov,342852, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -40, Private,176602, HS-grad,9, Divorced, Other-service, Not-in-family, Black, Male,0,0,40, United-States, <=50K -26, Private,146343, Some-college,10, Married-civ-spouse, Sales, Wife, Black, Female,0,0,40, United-States, <=50K -68,,146645, Doctorate,16, Married-civ-spouse,, Husband, White, Male,20051,0,50, United-States, >50K -33, Private,221966, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,2202,0,50, United-States, <=50K -22, Private,215546, Assoc-acdm,12, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,55, United-States, <=50K -50, State-gov,173020, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -24,,247734, Bachelors,13, Never-married,, Own-child, White, Male,0,0,30, United-States, <=50K -44, Private,252202, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -37, Private,497300, HS-grad,9, Never-married, Other-service, Unmarried, Black, Male,0,0,40, United-States, <=50K -34, Self-emp-not-inc,426431, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -45, Federal-gov,162410, Some-college,10, Widowed, Tech-support, Not-in-family, White, Female,0,0,45, United-States, >50K -77,,143516, Masters,14, Married-civ-spouse,, Husband, White, Male,0,0,8, United-States, >50K -25, Private,190350, 10th,6, Married-civ-spouse, Other-service, Own-child, White, Female,0,0,35, United-States, <=50K -20, Private,194504, Some-college,10, Separated, Sales, Unmarried, Black, Female,0,0,40, United-States, <=50K -46, Federal-gov,110884, HS-grad,9, Never-married, Adm-clerical, Not-in-family, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -26, Private,187652, Assoc-acdm,12, Never-married, Tech-support, Own-child, White, Male,0,0,40, United-States, <=50K -45, Private,81400, 1st-4th,2, Married-civ-spouse, Other-service, Wife, White, Female,0,0,25, El-Salvador, <=50K -70,,97831, HS-grad,9, Widowed,, Unmarried, White, Female,0,0,4, United-States, <=50K -57, Private,180920, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -28, Private,189186, Assoc-voc,11, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -35,,144172, Assoc-acdm,12, Married-civ-spouse,, Wife, White, Female,0,0,16, United-States, <=50K -36, Private,607848, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,7688,0,45, United-States, >50K -32, Private,207301, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Female,0,0,40, United-States, <=50K -29, Private,293073, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,50, United-States, >50K -36, Private,210452, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Male,0,0,45, United-States, <=50K -19, Private,41400, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,30, United-States, <=50K -27, Private,164170, Bachelors,13, Never-married, Tech-support, Unmarried, Asian-Pac-Islander, Female,0,0,20, Philippines, <=50K -48, Private,112906, Masters,14, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,55, United-States, >50K -49, Self-emp-not-inc,126268, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -55, Private,208311, Masters,14, Married-civ-spouse, Tech-support, Husband, White, Male,0,1977,20, United-States, >50K -61, Private,28291, HS-grad,9, Divorced, Farming-fishing, Not-in-family, White, Female,0,0,82, United-States, <=50K -42, Local-gov,121998, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,40, United-States, >50K -42, Federal-gov,31621, Assoc-acdm,12, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -30, Local-gov,108386, Assoc-voc,11, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -32, Self-emp-not-inc,134727, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,208391, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -35, Private,112271, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -30, Private,173350, Assoc-voc,11, Married-spouse-absent, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -30, Private,243190, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,20, India, >50K -55, Private,185436, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,70, United-States, >50K -36, Private,290409, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,80058, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,48, United-States, <=50K -56, Local-gov,370045, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -26, Private,36936, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,2002,40, United-States, <=50K -37, Private,231180, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,119793, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,60, United-States, <=50K -38, Private,102178, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -76,,135039, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,20, United-States, <=50K -35,,317780, Some-college,10, Never-married,, Unmarried, Black, Female,0,0,40, United-States, <=50K -48, Private,232840, Some-college,10, Widowed, Adm-clerical, Unmarried, White, Female,0,0,43, United-States, <=50K -35, Private,33975, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -39, Local-gov,256997, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -64, Private,298301, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,310380, HS-grad,9, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -45, Local-gov,182100, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -27, Private,501172, 5th-6th,3, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, Mexico, <=50K -43, State-gov,143939, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,50, United-States, >50K -23, Private,85088, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,37, United-States, <=50K -25, Private,282313, 10th,6, Never-married, Handlers-cleaners, Own-child, Black, Male,0,1602,40, United-States, <=50K -39, Private,230054, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -63, Private,236338, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,35, United-States, <=50K -37, Private,321943, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -26, Federal-gov,218782, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, Other, Male,0,0,40, United-States, <=50K -33, Private,191385, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, Canada, <=50K -45, Self-emp-inc,185497, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, Asian-Pac-Islander, Female,0,0,70,, <=50K -28, Private,126129, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -20, Private,199268, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -34, Private,255693, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,20, United-States, <=50K -34, Private,203488, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,203233, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -38, Private,203836, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -36, Private,187847, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,40, United-States, >50K -38, Private,116358, Some-college,10, Married-civ-spouse, Other-service, Husband, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -46, Self-emp-inc,198660, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,99999,0,72, United-States, >50K -43, Self-emp-not-inc,89636, Bachelors,13, Married-civ-spouse, Sales, Wife, Asian-Pac-Islander, Female,0,0,60, South, <=50K -49, Private,120629, Some-college,10, Widowed, Sales, Unmarried, White, Female,0,0,30, United-States, <=50K -26, Local-gov,150226, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,35, United-States, <=50K -28, Private,137898, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,35, United-States, <=50K -54, Self-emp-inc,146574, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -53, Private,88725, HS-grad,9, Never-married, Craft-repair, Not-in-family, Other, Female,0,0,40,, <=50K -24, Private,142022, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,50, United-States, <=50K -23, Private,284898, Some-college,10, Never-married, Exec-managerial, Own-child, White, Male,0,0,30, United-States, <=50K -55, Local-gov,212448, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -58, Self-emp-not-inc,203039, 9th,5, Separated, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -26, Private,227489, HS-grad,9, Never-married, Tech-support, Other-relative, Black, Male,0,0,40,, <=50K -19, Private,105289, 10th,6, Never-married, Other-service, Other-relative, Black, Female,0,0,20, United-States, <=50K -28,,223745, Some-college,10, Never-married,, Unmarried, White, Female,0,0,40, United-States, <=50K -45, Private,242994, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,52, United-States, <=50K -30, Private,196385, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -76, Private,116202, HS-grad,9, Widowed, Other-service, Unmarried, White, Female,0,0,33, United-States, <=50K -47, Private,140045, HS-grad,9, Separated, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -34, Private,133503, Some-college,10, Divorced, Transport-moving, Not-in-family, White, Male,2174,0,40, United-States, <=50K -40, Private,226585, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,35, United-States, >50K -24, Private,85041, HS-grad,9, Separated, Other-service, Unmarried, White, Female,0,0,25, United-States, <=50K -30, Private,162442, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,7688,0,50, United-States, >50K -67, Private,279980, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,10605,0,10, United-States, >50K -24, Private,216563, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,40, United-States, <=50K -43, Local-gov,231964, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -29, Private,263855, 12th,8, Never-married, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -40, Private,124915, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -61, Federal-gov,178312, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -45, Local-gov,215862, Doctorate,16, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,45, United-States, >50K -21, State-gov,39236, Some-college,10, Never-married, Tech-support, Not-in-family, White, Female,0,0,50, United-States, <=50K -58, Private,349910, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,40, United-States, >50K -52, Private,75839, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,176711, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -20, Private,266525, Some-college,10, Never-married, Prof-specialty, Other-relative, Black, Female,594,0,20, United-States, <=50K -25,,34307, Some-college,10, Never-married,, Not-in-family, White, Male,0,0,40, United-States, <=50K -46, Private,331776, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -54, Private,111469, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -43, State-gov,198965, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -25, Private,288185, 9th,5, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Mexico, <=50K -21, Private,198050, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,25, United-States, <=50K -65, Private,242580, Some-college,10, Divorced, Prof-specialty, Not-in-family, White, Male,11678,0,50, United-States, >50K -37, Private,173128, HS-grad,9, Divorced, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -29, Private,87905, HS-grad,9, Divorced, Other-service, Not-in-family, White, Male,10520,0,40, United-States, >50K -44, Private,173704, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -37, Federal-gov,93225, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,7688,0,40, United-States, >50K -38, Private,323269, Some-college,10, Married-civ-spouse, Other-service, Wife, Black, Female,0,0,40, United-States, <=50K -35, Private,158046, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,5013,0,70, United-States, <=50K -32, Private,133503, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -44, Self-emp-not-inc,172296, Some-college,10, Separated, Sales, Unmarried, White, Male,0,0,60, United-States, <=50K -39,,201105, Bachelors,13, Married-civ-spouse,, Wife, White, Female,0,0,30, United-States, <=50K -23, Private,176486, Some-college,10, Never-married, Other-service, Other-relative, White, Female,0,0,25, United-States, <=50K -25, Self-emp-inc,182750, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,45, United-States, >50K -23, Private,82497, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,28, United-States, <=50K -47, Private,208872, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -47, Private,145269, 11th,7, Divorced, Craft-repair, Not-in-family, White, Female,0,0,45, United-States, <=50K -25, Private,19214, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Private,149347, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -68,,53850, 7th-8th,4, Married-civ-spouse,, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -50, Private,158294, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,3103,0,40, United-States, >50K -47, Private,152073, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -35, Private,189623, Doctorate,16, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -24, Private,341368, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -21, Private,201603, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,2176,0,40, United-States, <=50K -35, Private,270572, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, >50K -30, Private,285295, Bachelors,13, Married-civ-spouse, Other-service, Wife, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -17, Private,126779, 11th,7, Never-married, Other-service, Own-child, Black, Male,0,0,20, United-States, <=50K -49,,202874, HS-grad,9, Separated,, Unmarried, White, Female,0,0,40, Columbia, <=50K -27, Private,373499, 5th-6th,3, Never-married, Other-service, Not-in-family, White, Male,0,0,60, El-Salvador, <=50K -22, Private,244773, HS-grad,9, Never-married, Sales, Own-child, Black, Female,0,0,15, United-States, <=50K -22, State-gov,96862, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -50, Private,162632, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,2, United-States, <=50K -51, Self-emp-not-inc,159755, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,38, United-States, >50K -27, Private,37088, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,30, United-States, <=50K -27, Private,335421, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,20, United-States, <=50K -23, Never-worked,188535, 7th-8th,4, Divorced,, Not-in-family, White, Male,0,0,35, United-States, <=50K -20, State-gov,349365, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -42, Private,33002, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,48, United-States, <=50K -32, Private,330715, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,99999,0,40, United-States, >50K -45, Private,146857, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,38, United-States, >50K -35, Private,275522, 7th-8th,4, Widowed, Other-service, Unmarried, White, Female,0,0,80, United-States, <=50K -22, Private,43646, HS-grad,9, Married-civ-spouse, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -34, Private,154548, Some-college,10, Never-married, Adm-clerical, Unmarried, White, Female,0,0,38, United-States, <=50K -28, Private,47907, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Private,238397, Bachelors,13, Divorced, Priv-house-serv, Unmarried, White, Female,0,0,24, United-States, <=50K -48, Local-gov,195949, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,42, United-States, >50K -22,,354351, Some-college,10, Never-married,, Not-in-family, White, Male,0,0,40, United-States, <=50K -34, Private,349169, Masters,14, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Mexico, <=50K -25, Private,158662, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,50, United-States, >50K -23, Local-gov,23438, HS-grad,9, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Private,107302, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -43, Private,174196, HS-grad,9, Never-married, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -49, Local-gov,226871, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, >50K -23, Private,124971, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -57, Private,214061, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -24, Private,441700, Bachelors,13, Never-married, Tech-support, Own-child, White, Male,0,0,40, United-States, <=50K -44, Self-emp-inc,104892, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,58, United-States, >50K -34, Private,234386, Assoc-acdm,12, Divorced, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -29, Local-gov,188278, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,244395, 11th,7, Never-married, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -35, Private,30916, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, >50K -48, Private,219565, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,377486, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,36, United-States, <=50K -42, Local-gov,137232, HS-grad,9, Divorced, Protective-serv, Unmarried, White, Female,0,0,50, United-States, <=50K -53, Private,233369, Some-college,10, Widowed, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -29, Private,71067, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,55, United-States, <=50K -59, Private,195176, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,72, United-States, <=50K -31, Private,98639, HS-grad,9, Never-married, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -34, Private,183778, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,123011, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,2559,50, United-States, >50K -25, Private,164938, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,4416,0,40, United-States, <=50K -28,,147471, HS-grad,9, Divorced,, Own-child, White, Female,0,0,10, United-States, <=50K -30, Private,206046, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1848,40, United-States, >50K -46, Private,81497, HS-grad,9, Divorced, Handlers-cleaners, Not-in-family, White, Female,0,0,48, United-States, <=50K -45, Private,189225, HS-grad,9, Never-married, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -23, Private,141264, Some-college,10, Never-married, Exec-managerial, Other-relative, Black, Female,0,0,40, United-States, <=50K -33, Private,97939, Assoc-acdm,12, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,42, United-States, <=50K -44, Private,160829, Bachelors,13, Married-civ-spouse, Tech-support, Wife, White, Female,0,0,20, United-States, >50K -25, Private,483822, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,40, El-Salvador, <=50K -48, State-gov,148738, Some-college,10, Divorced, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -23, Private,289982, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -33, Self-emp-not-inc,58702, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Wife, White, Female,3103,0,50, United-States, >50K -20, Private,146706, Some-college,10, Married-civ-spouse, Sales, Other-relative, White, Female,0,0,30, United-States, <=50K -23, Private,420973, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -71, Private,124959, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -22, State-gov,121471, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -36, Private,198237, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,50, United-States, >50K -27, Private,280758, 11th,7, Never-married, Craft-repair, Other-relative, White, Male,0,0,60, United-States, <=50K -40, Private,191544, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,35, United-States, <=50K -30, Private,261023, Some-college,10, Divorced, Machine-op-inspct, Unmarried, White, Male,0,0,50, United-States, <=50K -30, State-gov,231043, Assoc-voc,11, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,340917, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,167140, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,5013,0,40, United-States, <=50K -39, Private,370795, HS-grad,9, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -39, Federal-gov,209609, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,50, United-States, <=50K -74, Private,209454, 5th-6th,3, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, <=50K -32, Self-emp-inc,78530, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,50, United-States, >50K -25, Private,88922, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, <=50K -64, Private,86972, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -47, Self-emp-not-inc,165468, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,7298,0,40, United-States, >50K -37, Private,134367, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,37, United-States, >50K -47, Private,199058, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -33, Private,183612, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -40, Private,191982, Assoc-voc,11, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, >50K -22, Private,514033, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Male,0,0,80, United-States, <=50K -56, Private,172364, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,190105, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,55, United-States, <=50K -30, Self-emp-inc,119422, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,70, United-States, <=50K -20, Private,236592, 12th,8, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,35, Italy, <=50K -53, State-gov,43952, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,38, United-States, >50K -43, Private,194636, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, United-States, >50K -23, Private,235853, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -43, Self-emp-not-inc,150528, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,30, United-States, <=50K -30, Private,213722, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -20, Private,41432, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,46, United-States, <=50K -22, Private,285775, Assoc-voc,11, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -38, Private,470663, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -54, Self-emp-not-inc,114520, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,113466, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -46, Private,224559, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, <=50K -59, Private,186385, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -28,,167094, 10th,6, Divorced,, Not-in-family, White, Male,0,0,50, United-States, <=50K -18,,216508, 12th,8, Never-married,, Not-in-family, White, Male,0,0,25, United-States, <=50K -41, Local-gov,384236, Assoc-voc,11, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -42, Private,181265, Assoc-voc,11, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,48, United-States, <=50K -58, Private,190997, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -24, Private,98287, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -39, Private,103456, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,45, United-States, >50K -28, Private,184723, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Female,0,1980,35, United-States, <=50K -25, Private,165622, Masters,14, Never-married, Sales, Not-in-family, White, Male,0,0,55, United-States, <=50K -29, Private,101597, Some-college,10, Divorced, Sales, Unmarried, White, Female,0,0,54, United-States, <=50K -53, Private,146378, 5th-6th,3, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -63, Local-gov,152163, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -26, State-gov,106812, Assoc-voc,11, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,38, United-States, <=50K -21, Private,148211, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,3674,0,50, United-States, <=50K -45, Private,187581, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -29, Private,135296, Assoc-voc,11, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -72, Local-gov,144515, Doctorate,16, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1258,40, United-States, <=50K -51, Private,210736, 10th,6, Married-spouse-absent, Craft-repair, Other-relative, White, Male,0,0,40, United-States, <=50K -21, Private,210165, 9th,5, Married-spouse-absent, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -38, Private,224584, Some-college,10, Divorced, Sales, Unmarried, Black, Female,0,0,40, United-States, <=50K -38, Private,80771, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -46, Private,164733, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,41, United-States, <=50K -31, Self-emp-not-inc,119411, Bachelors,13, Divorced, Exec-managerial, Unmarried, White, Male,0,0,60, United-States, >50K -68, Local-gov,177596, 10th,6, Separated, Other-service, Not-in-family, Black, Female,0,0,90, United-States, <=50K -43,,396116, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,185251, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -44, Private,173590, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,3, United-States, <=50K -56, Federal-gov,196307, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -20,,293091, HS-grad,9, Never-married,, Own-child, White, Male,0,0,12, United-States, <=50K -36, Private,175232, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,5178,0,40, United-States, >50K -21, Private,51047, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,25, United-States, <=50K -21, Private,334618, Some-college,10, Never-married, Protective-serv, Not-in-family, Black, Female,99999,0,40, United-States, >50K -52, Local-gov,152795, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -56, Self-emp-inc,205601, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,70, United-States, >50K -52, Private,129177, Bachelors,13, Widowed, Other-service, Not-in-family, White, Female,0,2824,20, United-States, >50K -51, Self-emp-not-inc,121548, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,25, United-States, <=50K -29, Private,244566, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, White, Male,0,0,40, United-States, <=50K -36, Private,75073, Some-college,10, Never-married, Craft-repair, Not-in-family, Black, Male,0,0,55, United-States, <=50K -29, Private,179008, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,55, United-States, <=50K -21, Private,170800, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,30, United-States, <=50K -58, Private,373344, 1st-4th,2, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,127961, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -50, Private,99392, Some-college,10, Divorced, Craft-repair, Not-in-family, Black, Female,0,0,45, United-States, <=50K -30, Private,392812, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,50, Germany, <=50K -29, Private,262478, HS-grad,9, Never-married, Farming-fishing, Own-child, Black, Male,0,0,30, United-States, <=50K -48, Self-emp-not-inc,32825, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -50, Self-emp-not-inc,167380, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,203204, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,25, United-States, >50K -35, Federal-gov,105138, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, <=50K -54, Private,145714, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,7688,0,25, United-States, >50K -24, Private,182276, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,25, United-States, <=50K -20, Private,275385, HS-grad,9, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,45, United-States, <=50K -30, Self-emp-not-inc,292472, Some-college,10, Married-civ-spouse, Sales, Husband, Amer-Indian-Eskimo, Male,0,0,55, United-States, >50K -19, Self-emp-not-inc,73514, HS-grad,9, Never-married, Adm-clerical, Own-child, Asian-Pac-Islander, Female,0,0,30, United-States, <=50K -26, Private,199600, HS-grad,9, Never-married, Sales, Not-in-family, Black, Male,0,0,40, United-States, <=50K -38, Private,111499, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,1977,99, United-States, >50K -25, Private,202560, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -33, Private,99309, Some-college,10, Divorced, Craft-repair, Unmarried, White, Male,0,0,50, United-States, <=50K -60, Local-gov,124987, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,7298,0,40, United-States, >50K -30, Private,287986, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Private,119411, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -19, Private,198668, 7th-8th,4, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -23, Private,117583, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -27, Private,234664, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -20,,114357, Some-college,10, Never-married,, Not-in-family, White, Male,0,0,40, United-States, <=50K -39, State-gov,176949, Assoc-acdm,12, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,52, United-States, <=50K -33, Private,189710, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,45, Mexico, <=50K -65, Private,205309, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,24, United-States, <=50K -34, Private,195576, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -20, Private,216825, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,25, Mexico, <=50K -23,,329174, Some-college,10, Never-married,, Not-in-family, White, Male,0,0,40, United-States, <=50K -25, Private,197036, 10th,6, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -28, Private,181291, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,1564,50, United-States, >50K -31, Private,206512, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,25, United-States, <=50K -28, State-gov,38309, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,6849,0,40, United-States, <=50K -37, Private,312766, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -52, Private,139671, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,50, United-States, >50K -66, Federal-gov,38621, Assoc-voc,11, Widowed, Other-service, Unmarried, Black, Female,3273,0,40, United-States, <=50K -31, Private,124827, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -37, Private,77820, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -45, Federal-gov,56904, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,5013,0,45, United-States, <=50K -45, Private,190115, Assoc-acdm,12, Divorced, Exec-managerial, Unmarried, White, Male,0,0,40, United-States, <=50K -44, Private,106682, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -32, Local-gov,42596, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Private,143058, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,60, United-States, >50K -53, Private,102615, 11th,7, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, Canada, <=50K -54, Private,139703, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,3103,0,40, Germany, >50K -43, Private,240124, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,132565, Some-college,10, Never-married, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -49, Private,323798, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Male,3325,0,50, United-States, <=50K -52, Private,96359, Doctorate,16, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,57, United-States, >50K -20, Private,165201, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,4, United-States, <=50K -60, Federal-gov,165630, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,1977,40, United-States, >50K -45, Private,264526, Assoc-acdm,12, Divorced, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -48, Private,102359, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,60, United-States, >50K -28, Private,37359, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -61,,232618, Prof-school,15, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, >50K -48, Local-gov,115497, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,157747, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,45, United-States, <=50K -27, Self-emp-not-inc,41099, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,30, United-States, <=50K -38, Private,472604, Bachelors,13, Married-civ-spouse, Other-service, Husband, White, Male,0,0,35, Mexico, <=50K -33, Private,348618, 5th-6th,3, Married-spouse-absent, Transport-moving, Unmarried, Other, Male,0,0,20, El-Salvador, <=50K -43, Private,135606, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, >50K -36, Private,248445, HS-grad,9, Separated, Transport-moving, Other-relative, White, Male,0,0,60, Mexico, <=50K -38, Private,112093, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -24, Local-gov,197552, HS-grad,9, Never-married, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -22, Private,303822, 10th,6, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -30, Private,288566, Bachelors,13, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -55,,487411, Masters,14, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, >50K -46, Self-emp-not-inc,43348, Prof-school,15, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,55, United-States, >50K -39, State-gov,239409, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,50, United-States, <=50K -50, Private,337606, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,1485,40, United-States, <=50K -34, Private,32528, Assoc-voc,11, Married-spouse-absent, Adm-clerical, Unmarried, White, Female,0,974,40, United-States, <=50K -47, State-gov,118447, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -46, Private,234690, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -23,,141003, HS-grad,9, Never-married,, Own-child, White, Male,0,0,60, United-States, <=50K -43, Private,216042, Some-college,10, Divorced, Tech-support, Own-child, White, Female,0,1617,72, United-States, <=50K -45, Private,190482, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, White, Male,0,0,40, United-States, <=50K -55, Private,381965, Bachelors,13, Married-civ-spouse, Craft-repair, Other-relative, White, Male,0,0,40, United-States, <=50K -68, Private,186943, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,8, United-States, <=50K -39, Private,142707, Assoc-voc,11, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,53447, HS-grad,9, Divorced, Farming-fishing, Not-in-family, White, Female,0,0,40, United-States, <=50K -37, Private,127772, Bachelors,13, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -19, Private,344414, Some-college,10, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -20, Private,194138, 11th,7, Never-married, Craft-repair, Own-child, White, Male,0,0,20, United-States, <=50K -49,,558183, Assoc-voc,11, Married-spouse-absent,, Unmarried, White, Female,0,0,40, United-States, <=50K -33, Private,150154, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,306114, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,35, United-States, <=50K -72,,177121, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,3, United-States, <=50K -58, Local-gov,368797, Masters,14, Widowed, Prof-specialty, Unmarried, White, Male,0,0,35, United-States, >50K -43, Self-emp-inc,175715, HS-grad,9, Never-married, Exec-managerial, Not-in-family, Black, Male,0,0,55, United-States, <=50K -62, Private,416829, 11th,7, Separated, Other-service, Not-in-family, Black, Female,0,0,21, United-States, <=50K -21, Private,350001, Some-college,10, Never-married, Farming-fishing, Own-child, White, Male,0,0,20, United-States, <=50K -26, Private,339952, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -27, Private,114967, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,164190, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,38, United-States, >50K -49, Local-gov,166039, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -28, Private,250135, HS-grad,9, Never-married, Prof-specialty, Other-relative, White, Female,0,0,40, United-States, <=50K -34, Self-emp-not-inc,234960, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,1887,48, United-States, >50K -29, Private,103628, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -58, Private,430005, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, >50K -45, Self-emp-inc,106517, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -47, Self-emp-not-inc,162236, Bachelors,13, Never-married, Craft-repair, Not-in-family, White, Female,0,0,40, United-States, <=50K -53, Private,92430, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -52, Local-gov,40641, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,5013,0,40, United-States, <=50K -47, Private,169388, 11th,7, Divorced, Other-service, Unmarried, White, Female,0,0,15, United-States, <=50K -36, Local-gov,410034, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1887,40, United-States, >50K -48, Private,237525, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,65, United-States, >50K -35, Private,150057, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -49, Private,148549, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,50, United-States, >50K -43, Private,75742, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, <=50K -33, Private,177675, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, Germany, >50K -49, Local-gov,193249, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -17, Private,266072, 10th,6, Never-married, Other-service, Not-in-family, White, Male,0,0,20, El-Salvador, <=50K -28,,80165, Some-college,10, Divorced,, Not-in-family, White, Female,0,0,30, United-States, <=50K -25, Private,339324, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -69,,111238, 9th,5, Married-civ-spouse,, Husband, White, Male,0,0,20, United-States, <=50K -41, Self-emp-not-inc,284086, Assoc-voc,11, Divorced, Sales, Not-in-family, White, Male,0,0,60, United-States, <=50K -31, Private,206051, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -57, Private,426263, Masters,14, Divorced, Exec-managerial, Unmarried, White, Male,0,0,40, United-States, >50K -49, Private,102583, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1848,44, United-States, >50K -40, Private,277647, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -55, Private,124808, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,50, Germany, >50K -47, Private,193061, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,60, United-States, <=50K -50, Private,121411, 12th,8, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -36, Private,89202, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,50, United-States, <=50K -17, Private,232900, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,25, United-States, <=50K -30, Local-gov,319280, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -79,,165209, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,193494, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -67, Self-emp-not-inc,195066, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -36, Private,99146, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, >50K -35, Private,92028, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -27, Private,174419, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -21, Private,57916, 7th-8th,4, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -46, Private,383384, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -45, Private,198223, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,1902,45, United-States, >50K -20, Private,109813, 11th,7, Never-married, Tech-support, Other-relative, White, Male,0,0,40, United-States, <=50K -17, Private,174298, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -40, Private,45687, Some-college,10, Divorced, Other-service, Not-in-family, Black, Male,4787,0,50, United-States, >50K -28, Private,263614, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -33, Private,96128, 11th,7, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -55, Private,220262, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -55, Self-emp-not-inc,35340, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -47, Private,280483, HS-grad,9, Separated, Craft-repair, Unmarried, Black, Female,0,0,40, United-States, <=50K -52, Self-emp-inc,254211, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,60, United-States, >50K -29, Private,351324, Some-college,10, Never-married, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -36, Private,58602, 5th-6th,3, Never-married, Other-service, Not-in-family, White, Male,0,0,35, United-States, <=50K -37, Private,64922, Bachelors,13, Separated, Other-service, Not-in-family, White, Male,0,0,70, England, <=50K -41, Federal-gov,185616, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,1980,40, United-States, <=50K -43, Private,185832, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,48, United-States, >50K -24, Private,254767, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,2105,0,50, United-States, <=50K -39, Federal-gov,32312, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,60, United-States, <=50K -47, Self-emp-not-inc,109421, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -42, Private,183205, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,45, United-States, <=50K -39, Private,156897, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,2258,42, United-States, >50K -48, Local-gov,145886, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,0,60, United-States, <=50K -47, Local-gov,29819, Masters,14, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,1977,50, United-States, >50K -27, Private,244566, 10th,6, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,253801, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Ecuador, <=50K -22, Private,181313, Assoc-voc,11, Never-married, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -37, State-gov,150566, HS-grad,9, Separated, Craft-repair, Not-in-family, White, Male,0,0,44, United-States, <=50K -38, Private,237713, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -32, Private,112137, Preschool,1, Married-civ-spouse, Machine-op-inspct, Wife, Asian-Pac-Islander, Female,4508,0,40, Cambodia, <=50K -48, Local-gov,187969, Masters,14, Divorced, Prof-specialty, Unmarried, White, Female,0,0,80, United-States, <=50K -46, Self-emp-not-inc,224108, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,50, United-States, <=50K -51, Private,174754, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Female,0,0,38, United-States, <=50K -28, Self-emp-inc,219705, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,5013,0,55, United-States, <=50K -35, Private,167062, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -18, Private,190325, 11th,7, Never-married, Craft-repair, Own-child, White, Male,0,0,30, United-States, <=50K -45, Private,108859, HS-grad,9, Separated, Craft-repair, Unmarried, Black, Female,0,0,40, United-States, <=50K -36, Self-emp-not-inc,344351, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -73, Private,153127, Some-college,10, Widowed, Priv-house-serv, Unmarried, White, Female,0,0,10, United-States, <=50K -52, Private,180881, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -17, Private,183066, 10th,6, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -29, Federal-gov,339002, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -31, Private,185480, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40,, >50K -20, Private,172047, Some-college,10, Never-married, Farming-fishing, Own-child, White, Male,0,0,10, United-States, <=50K -42, Private,94600, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,5178,0,40, United-States, >50K -37, Private,302604, Some-college,10, Separated, Other-service, Other-relative, White, Female,0,0,40, United-States, <=50K -40, Private,248094, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,36467, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,45, United-States, >50K -29, Private,53181, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, >50K -20, Private,181032, Some-college,10, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,40, United-States, <=50K -26, Private,248990, 11th,7, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -25, Private,40512, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,3674,0,30, United-States, <=50K -37, Private,117381, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,80, United-States, >50K -18,,173125, 12th,8, Never-married,, Own-child, White, Female,0,0,24, United-States, <=50K -33,,316663, Some-college,10, Married-civ-spouse,, Wife, White, Female,0,0,50, United-States, <=50K -26, Private,154966, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Puerto-Rico, <=50K -24, Private,198259, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,30, United-States, <=50K -33, Private,167939, HS-grad,9, Married-civ-spouse, Other-service, Own-child, White, Female,0,0,25, United-States, <=50K -23, Private,131275, HS-grad,9, Never-married, Craft-repair, Own-child, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -20,,236523, 10th,6, Never-married,, Own-child, Black, Male,0,0,40, United-States, <=50K -36, Private,272950, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -37, Private,174503, Bachelors,13, Widowed, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, <=50K -24, Private,116800, Assoc-voc,11, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,35, United-States, <=50K -38, Private,110713, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -50, Private,202044, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,0,45, United-States, <=50K -44, Private,300528, 11th,7, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -46, Private,54985, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,1887,40, United-States, >50K -57, Private,133126, Some-college,10, Never-married, Craft-repair, Not-in-family, Black, Female,0,0,40, United-States, <=50K -37, Private,74593, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,70, United-States, <=50K -44, Private,302424, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,55, United-States, <=50K -21, Private,344492, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,30, United-States, <=50K -31, Private,349148, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -32, Private,222221, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,7298,0,42, United-States, >50K -45, Private,234699, HS-grad,9, Married-spouse-absent, Other-service, Unmarried, Black, Female,0,0,60, United-States, >50K -20, Local-gov,243178, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -52, Private,189728, HS-grad,9, Separated, Priv-house-serv, Not-in-family, White, Female,0,0,50, United-States, <=50K -47, Self-emp-not-inc,318593, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,25, United-States, <=50K -41, Private,108681, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -40, Private,187376, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -41, State-gov,75409, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -46, Private,172581, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,50, United-States, >50K -49, Private,266150, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,40, United-States, <=50K -65, Private,271092, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40,, <=50K -50, Private,135643, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Other-relative, Asian-Pac-Islander, Female,0,0,40, China, <=50K -59, Private,46466, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -18, Private,130652, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,25, United-States, <=50K -47, Local-gov,114459, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,45, United-States, >50K -47,,109832, HS-grad,9, Married-civ-spouse,, Husband, White, Male,5178,0,30, Canada, >50K -45, Private,195554, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, >50K -17, Private,244589, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -45, Self-emp-inc,271901, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,32, United-States, >50K -73, Private,139978, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -48, Private,180446, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, <=50K -64,,178724, HS-grad,9, Married-civ-spouse,, Wife, White, Female,0,0,20, United-States, <=50K -38, State-gov,341643, Assoc-acdm,12, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,60, United-States, <=50K -37, Federal-gov,289653, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,50, United-States, >50K -62, Self-emp-inc,118725, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, Black, Male,20051,0,72, United-States, >50K -26, Private,187891, HS-grad,9, Never-married, Adm-clerical, Not-in-family, Black, Male,0,0,40, United-States, <=50K -46, Self-emp-inc,116338, Masters,14, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,50, United-States, >50K -46, Private,102771, Masters,14, Married-civ-spouse, Tech-support, Husband, White, Male,0,1977,40, United-States, >50K -51, Private,89652, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,4787,0,24, United-States, >50K -54, Federal-gov,439608, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -65, Private,330144, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,251905, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -37, Private,218955, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -36, Self-emp-not-inc,188972, Doctorate,16, Separated, Prof-specialty, Unmarried, White, Female,0,0,10, Canada, <=50K -60, Self-emp-not-inc,25825, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, >50K -33, Private,202046, Bachelors,13, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,2001,40, United-States, <=50K -62, Private,116104, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,20, Germany, <=50K -20, Private,194891, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -37, Private,125550, HS-grad,9, Never-married, Tech-support, Not-in-family, White, Female,14084,0,35, United-States, >50K -66, Private,116468, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,2936,0,20, United-States, <=50K -32,,285131, Assoc-acdm,12, Never-married,, Unmarried, White, Male,0,0,20, United-States, <=50K -29, State-gov,409201, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -70, Self-emp-inc,379819, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,10566,0,40, United-States, <=50K -74, Private,97167, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,15, United-States, <=50K -37, Local-gov,244803, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40,, <=50K -51, Self-emp-not-inc,115851, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -50, Private,118058, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -42, Private,258589, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,60, United-States, >50K -26, Private,158810, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,70, United-States, <=50K -27, Local-gov,92431, Some-college,10, Never-married, Protective-serv, Not-in-family, White, Male,0,2231,40, United-States, >50K -58, Self-emp-not-inc,165695, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,70, United-States, <=50K -30,,97281, Some-college,10, Separated,, Not-in-family, White, Male,0,0,60, United-States, <=50K -32, Private,244147, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,1876,50, United-States, <=50K -66, Self-emp-inc,253741, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,1825,10, United-States, >50K -23, Private,170482, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,45, United-States, <=50K -35, Private,241001, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,44, United-States, <=50K -50, Private,165001, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -17,,297117, 11th,7, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -35, Private,340260, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Female,0,0,48, United-States, <=50K -31, Private,96480, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,50, United-States, <=50K -30, Private,185177, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,49, United-States, <=50K -84, Self-emp-inc,172907, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,35, United-States, >50K -35, Self-emp-not-inc,308874, HS-grad,9, Never-married, Craft-repair, Not-in-family, Black, Male,0,0,40, United-States, <=50K -45, Self-emp-not-inc,54098, Assoc-voc,11, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, >50K -46, Private,288608, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -50, Local-gov,254148, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, Mexico, <=50K -37, Private,111128, 11th,7, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -32, Private,171116, HS-grad,9, Divorced, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -53, Self-emp-inc,96062, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,48, United-States, >50K -27, Federal-gov,276776, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -22, Private,152878, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,149211, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,58343, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,44, United-States, <=50K -38, Private,127601, Some-college,10, Married-civ-spouse, Handlers-cleaners, Wife, White, Female,0,0,35, United-States, <=50K -29, Private,357781, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,137367, Some-college,10, Never-married, Handlers-cleaners, Other-relative, Asian-Pac-Islander, Male,0,0,44, Philippines, <=50K -34, Private,110978, Prof-school,15, Never-married, Prof-specialty, Not-in-family, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -31, Private,34503, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -30, Private,84119, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,2051,40, United-States, <=50K -20, Private,223515, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -37, Private,372525, Masters,14, Divorced, Prof-specialty, Unmarried, White, Male,0,0,48, United-States, <=50K -32, Private,116365, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,20, United-States, <=50K -36, Private,111268, Assoc-acdm,12, Divorced, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -54, Private,225599, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,7298,0,40, India, >50K -78,,83511, 7th-8th,4, Married-civ-spouse,, Husband, White, Male,0,0,40, Portugal, <=50K -46, Self-emp-not-inc,199596, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Female,0,0,50, United-States, <=50K -18, Private,301867, HS-grad,9, Never-married, Sales, Own-child, Amer-Indian-Eskimo, Female,0,0,20, United-States, <=50K -57, Private,191983, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,50, United-States, <=50K -37, Private,105803, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -43, Private,456236, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -45, Private,116255, HS-grad,9, Never-married, Exec-managerial, Not-in-family, Black, Female,0,0,40, United-States, <=50K -32, Private,235109, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -38, Federal-gov,91716, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,121102, Assoc-acdm,12, Never-married, Tech-support, Not-in-family, White, Female,0,2001,30, United-States, <=50K -70, Private,235781, Some-college,10, Divorced, Farming-fishing, Not-in-family, Asian-Pac-Islander, Male,0,0,40, Vietnam, <=50K -40, Private,136986, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, >50K -40, Self-emp-not-inc,33658, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -20, Private,53878, HS-grad,9, Never-married, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -29, Private,200928, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -24, Private,173736, Assoc-voc,11, Never-married, Craft-repair, Not-in-family, White, Male,0,0,55, United-States, <=50K -28, Private,214385, Assoc-voc,11, Never-married, Exec-managerial, Own-child, Black, Female,0,0,40, United-States, <=50K -58, Private,102509, 10th,6, Divorced, Transport-moving, Not-in-family, Black, Male,0,0,50, United-States, <=50K -38, Private,173047, Bachelors,13, Divorced, Adm-clerical, Unmarried, Asian-Pac-Islander, Female,0,213,40, Philippines, <=50K -59, Self-emp-not-inc,241297, Some-college,10, Widowed, Farming-fishing, Not-in-family, White, Female,6849,0,40, United-States, <=50K -18, Private,329054, 11th,7, Never-married, Adm-clerical, Own-child, White, Female,0,0,15, United-States, <=50K -40, Private,274158, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -39, Self-emp-inc,241153, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -35, Private,200117, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,1887,50,, >50K -45, Private,229516, HS-grad,9, Married-spouse-absent, Craft-repair, Not-in-family, White, Male,0,0,72, Mexico, <=50K -62,,250091, Bachelors,13, Divorced,, Not-in-family, White, Male,0,0,5, United-States, <=50K -24, State-gov,247075, HS-grad,9, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,20, United-States, <=50K -22, Private,315524, Some-college,10, Never-married, Adm-clerical, Own-child, Black, Male,0,0,30, Dominican-Republic, <=50K -23, Private,126945, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -39, Self-emp-not-inc,29874, Some-college,10, Separated, Craft-repair, Not-in-family, White, Male,0,0,60, United-States, >50K -28, Private,115579, Assoc-voc,11, Never-married, Tech-support, Own-child, White, Female,0,0,38, United-States, <=50K -51, Private,29580, 11th,7, Married-civ-spouse, Sales, Husband, White, Male,4386,0,30, United-States, >50K -44, Private,56483, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,37, United-States, <=50K -73,,89852, 1st-4th,2, Married-civ-spouse,, Husband, White, Male,0,0,40, Portugal, <=50K -24, Private,420779, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, Black, Male,0,0,35, United-States, <=50K -24, Private,255474, 11th,7, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -52, Private,241444, 1st-4th,2, Married-civ-spouse, Craft-repair, Husband, Other, Male,0,0,50, Puerto-Rico, <=50K -43, Private,85995, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -67, Self-emp-inc,116986, 12th,8, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,20, United-States, <=50K -31, Private,217962, 12th,8, Never-married, Handlers-cleaners, Not-in-family, Black, Male,0,0,40,, <=50K -36, Private,20507, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,7688,0,50, United-States, >50K -43, Private,184099, Assoc-acdm,12, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,117816, 7th-8th,4, Divorced, Handlers-cleaners, Other-relative, White, Male,0,0,70, United-States, <=50K -23, Private,263899, Some-college,10, Never-married, Adm-clerical, Own-child, Black, Male,0,0,20, Haiti, <=50K -26, Private,45869, Bachelors,13, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -48, Private,186539, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,326310, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,44, United-States, <=50K -55, Local-gov,84564, Prof-school,15, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,39, United-States, <=50K -49, Private,247294, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -34, Private,72793, Bachelors,13, Never-married, Other-service, Not-in-family, White, Female,0,0,15, United-States, <=50K -29, Private,261375, HS-grad,9, Never-married, Adm-clerical, Own-child, Black, Female,0,0,60, United-States, <=50K -50, Private,77905, Bachelors,13, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,8, United-States, <=50K -19, Private,66838, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,9, United-States, <=50K -63, State-gov,194682, Doctorate,16, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,50, United-States, >50K -66, Private,180211, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,0,30, Philippines, <=50K -65,,79272, Some-college,10, Widowed,, Not-in-family, Asian-Pac-Islander, Female,0,0,6, United-States, <=50K -60, Private,101198, Assoc-voc,11, Divorced, Other-service, Not-in-family, White, Male,0,0,20, United-States, <=50K -60, Private,80574, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,38, United-States, <=50K -19, Private,198663, HS-grad,9, Never-married, Tech-support, Own-child, White, Male,0,0,40, United-States, <=50K -26, Self-emp-inc,160340, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -75, Self-emp-not-inc,205860, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,1735,40, United-States, <=50K -58, State-gov,69579, Some-college,10, Widowed, Prof-specialty, Not-in-family, White, Female,0,0,20, United-States, <=50K -18, Self-emp-not-inc,379242, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, <=50K -65, Private,113323, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,3818,0,40, United-States, <=50K -50, Self-emp-not-inc,312477, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1887,40, United-States, >50K -26, Private,259505, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -45, Federal-gov,171335, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -19,,541282, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -29, Federal-gov,155970, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -52, Private,99682, Some-college,10, Married-civ-spouse, Sales, Wife, White, Female,0,0,52, Canada, >50K -23, Private,117789, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -21, Private,296158, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -48, Local-gov,78859, HS-grad,9, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -59,,188070, Masters,14, Married-civ-spouse,, Husband, White, Male,0,0,35, United-States, >50K -50, Private,189811, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -41, State-gov,518030, Bachelors,13, Never-married, Protective-serv, Not-in-family, Black, Male,0,1590,40, Puerto-Rico, <=50K -32, Private,360593, HS-grad,9, Divorced, Sales, Unmarried, Black, Female,0,0,30, United-States, <=50K -40, Private,145504, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, Black, Male,0,0,40, United-States, <=50K -19, Private,459248, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,30, United-States, <=50K -30,,288419, 5th-6th,3, Married-civ-spouse,, Husband, White, Male,0,0,40, Mexico, <=50K -42, State-gov,126094, HS-grad,9, Separated, Adm-clerical, Unmarried, White, Male,0,0,39, United-States, <=50K -23, Private,209483, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,50, United-States, <=50K -37, Self-emp-not-inc,32239, HS-grad,9, Divorced, Farming-fishing, Not-in-family, White, Male,27828,0,40, United-States, >50K -21, Private,210355, 11th,7, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,24, United-States, <=50K -28, Private,84547, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -50,,260579, HS-grad,9, Married-civ-spouse,, Husband, Black, Male,0,0,40, United-States, <=50K -20, Private,105585, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,25, United-States, <=50K -21, Private,132320, 11th,7, Never-married, Craft-repair, Not-in-family, White, Male,0,0,35, United-States, <=50K -21, Private,129172, Some-college,10, Never-married, Other-service, Other-relative, White, Male,0,0,16, United-States, <=50K -45, Self-emp-not-inc,222374, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -49, Self-emp-inc,201498, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -53, Self-emp-inc,251675, Some-college,10, Divorced, Sales, Not-in-family, White, Male,8614,0,50, Cuba, >50K -41, Private,114157, HS-grad,9, Divorced, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -48, Local-gov,148121, Bachelors,13, Married-spouse-absent, Adm-clerical, Unmarried, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -73,,84053, HS-grad,9, Widowed,, Not-in-family, White, Female,0,0,15, United-States, <=50K -34, Private,96480, Some-college,10, Separated, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -24, Private,179423, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -58, State-gov,123329, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,16, United-States, <=50K -41, Private,134130, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -53, Private,188644, Preschool,1, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, Mexico, <=50K -40, Private,226388, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -28, Self-emp-not-inc,209205, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,7298,0,40, United-States, >50K -32, Private,209808, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,1740,47, United-States, <=50K -44, Self-emp-inc,56236, Some-college,10, Never-married, Exec-managerial, Not-in-family, Black, Male,2202,0,45, United-States, <=50K -18, Private,28648, 11th,7, Never-married, Other-service, Other-relative, White, Female,0,0,40, United-States, <=50K -37, State-gov,34996, HS-grad,9, Separated, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -43, Private,281422, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,45, United-States, <=50K -22, Private,214716, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -28, Private,314177, 10th,6, Never-married, Handlers-cleaners, Other-relative, Black, Male,0,0,40, United-States, <=50K -51, Private,112310, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -63, Private,203783, HS-grad,9, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,72, United-States, <=50K -29, Private,205499, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,45, United-States, <=50K -44, Private,145441, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,48, United-States, >50K -44, Private,155701, 7th-8th,4, Separated, Other-service, Unmarried, White, Female,0,0,38, Peru, <=50K -37, State-gov,186934, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -62, Federal-gov,209433, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,40, United-States, <=50K -31, Private,80933, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,52, United-States, <=50K -20, Private,102607, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,30, United-States, <=50K -48, Private,254809, 10th,6, Divorced, Machine-op-inspct, Unmarried, White, Female,0,1594,32, United-States, <=50K -24, Self-emp-not-inc,102942, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,50, United-States, <=50K -56, State-gov,175057, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -36, Federal-gov,68781, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,35, United-States, <=50K -29, Private,108594, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -34, Private,98283, Prof-school,15, Never-married, Tech-support, Not-in-family, Asian-Pac-Islander, Male,0,1564,40, India, >50K -39, Private,56269, Some-college,10, Never-married, Craft-repair, Own-child, Black, Male,0,0,40, United-States, <=50K -29, Private,152503, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, Black, Male,0,0,45, United-States, <=50K -38, Self-emp-inc,206951, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,65, United-States, <=50K -23, Private,82393, 9th,5, Never-married, Other-service, Own-child, Asian-Pac-Islander, Male,0,0,20, Philippines, <=50K -37, Private,167396, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, Guatemala, <=50K -30, Self-emp-not-inc,123397, Some-college,10, Divorced, Other-service, Unmarried, White, Female,0,0,30, United-States, <=50K -58,,147653, Some-college,10, Married-civ-spouse,, Wife, White, Female,0,0,36, United-States, <=50K -42, Private,118652, Assoc-acdm,12, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -59, Local-gov,114401, HS-grad,9, Widowed, Other-service, Not-in-family, White, Female,0,1504,19, United-States, <=50K -45, Private,186272, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,7298,0,40, United-States, >50K -46, Private,182689, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,231016, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,4650,0,37, United-States, <=50K -41, Self-emp-inc,60949, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,55, United-States, <=50K -49, Private,129513, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, >50K -37, Private,84306, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,117507, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,45, United-States, <=50K -22, Private,88050, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,6, United-States, <=50K -22, Private,305498, HS-grad,9, Divorced, Sales, Own-child, White, Female,0,0,33, United-States, <=50K -17, Private,295308, 11th,7, Never-married, Priv-house-serv, Own-child, White, Female,0,0,20, United-States, <=50K -47, Private,114459, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -17, Private,176017, 10th,6, Never-married, Other-service, Other-relative, White, Male,0,0,15, United-States, <=50K -39, Private,248445, 5th-6th,3, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, Mexico, <=50K -23, Private,214542, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,20, United-States, <=50K -41, Private,384508, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -36, Federal-gov,403489, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -52, Private,143953, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,40, United-States, >50K -21, Private,254904, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Female,0,0,30, United-States, <=50K -33, Private,98995, 10th,6, Divorced, Handlers-cleaners, Not-in-family, White, Female,0,0,36, United-States, <=50K -17,,237078, 11th,7, Never-married,, Own-child, White, Female,0,0,35, United-States, <=50K -41, Private,193995, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,44, United-States, <=50K -19, Private,205829, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,35, United-States, <=50K -38, Federal-gov,205852, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,45, United-States, >50K -24, Private,37072, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -38, Private,275338, Bachelors,13, Divorced, Sales, Unmarried, White, Female,1151,0,40, United-States, <=50K -39, State-gov,122353, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -19, Private,100009, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,15, United-States, <=50K -31,,37030, Assoc-acdm,12, Never-married,, Own-child, White, Female,0,0,25, United-States, <=50K -42, Private,135056, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -36, Private,135162, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,45,, <=50K -29, Private,280618, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -17, Private,226717, 12th,8, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,20, United-States, <=50K -47, Local-gov,173938, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -24, Private,291355, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,60, United-States, <=50K -61, Federal-gov,160155, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -40, Self-emp-not-inc,29762, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -31,,82473, 9th,5, Divorced,, Not-in-family, White, Female,0,0,25, United-States, <=50K -59, Private,172071, HS-grad,9, Married-civ-spouse, Prof-specialty, Wife, Black, Female,0,0,38, Jamaica, <=50K -29, Private,166210, Some-college,10, Divorced, Tech-support, Not-in-family, White, Male,0,0,55, United-States, <=50K -26, Private,330263, HS-grad,9, Separated, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -46, Private,247043, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -56, Federal-gov,155238, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -25, Private,130557, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -17, Private,56986, 12th,8, Never-married, Sales, Own-child, White, Female,0,0,18, United-States, <=50K -29, Private,220692, Assoc-voc,11, Never-married, Exec-managerial, Not-in-family, Black, Female,0,0,40, United-States, <=50K -23, Private,121650, 5th-6th,3, Never-married, Handlers-cleaners, Unmarried, White, Male,0,0,30, United-States, <=50K -67, Private,174603, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,35, United-States, <=50K -29, Private,341846, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, <=50K -33, Private,99339, Assoc-acdm,12, Divorced, Adm-clerical, Not-in-family, White, Female,0,880,40, United-States, <=50K -32, Private,34437, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -34, Private,141058, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,62, Mexico, <=50K -49, Private,192323, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -54, Self-emp-not-inc,117674, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40,, <=50K -39, Private,28572, HS-grad,9, Divorced, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -41, Private,120277, Bachelors,13, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -31, Private,164309, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,38, United-States, <=50K -47, Federal-gov,102771, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -27, Private,147951, HS-grad,9, Never-married, Machine-op-inspct, Other-relative, White, Male,0,0,1, United-States, <=50K -23, Private,188409, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,4508,0,25, United-States, <=50K -44, Private,173888, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,80, United-States, >50K -25, Private,247006, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -23, Private,82889, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,16, United-States, <=50K -52, Private,259363, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -62, Federal-gov,159165, HS-grad,9, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,36, United-States, <=50K -31, Private,112062, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -19, Private,299050, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -22,,186452, Some-college,10, Never-married,, Own-child, White, Male,0,0,36, United-States, <=50K -53, Private,548580, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Guatemala, <=50K -25, Private,234057, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Female,0,0,40, United-States, <=50K -45, Private,241350, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -69, Private,108196, 9th,5, Never-married, Craft-repair, Other-relative, White, Male,2993,0,40, United-States, <=50K -49, Private,278322, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -42, Private,157443, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, Asian-Pac-Islander, Female,0,0,27, Taiwan, >50K -44, Self-emp-not-inc,37618, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, >50K -56, Local-gov,238582, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,41, United-States, >50K -37, State-gov,28887, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -37, Private,77820, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -22, Private,110946, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -34, Local-gov,230420, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -36, Private,206521, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -54,,156877, HS-grad,9, Divorced,, Not-in-family, White, Male,0,0,20, United-States, <=50K -28, Local-gov,283227, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,65, United-States, <=50K -28, Private,141957, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -36, Private,58337, 10th,6, Never-married, Sales, Unmarried, White, Female,0,0,35,, <=50K -73, Local-gov,161027, 5th-6th,3, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,20, United-States, <=50K -37, Self-emp-not-inc,31670, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -24, Private,205844, Bachelors,13, Never-married, Exec-managerial, Own-child, Black, Female,0,0,65, United-States, <=50K -30, State-gov,46144, HS-grad,9, Married-AF-spouse, Adm-clerical, Own-child, White, Female,0,0,38, United-States, <=50K -38, Private,168055, Assoc-voc,11, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -50, Private,98350, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, Asian-Pac-Islander, Male,0,0,40, Philippines, >50K -69,,182668, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,45, United-States, >50K -43, Private,208613, Prof-school,15, Married-spouse-absent, Prof-specialty, Not-in-family, White, Male,99999,0,40, United-States, >50K -42, Private,334522, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,0,0,40, United-States, <=50K -54, State-gov,187686, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,38, United-States, <=50K -27, State-gov,365916, Assoc-acdm,12, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,58, United-States, <=50K -39, Private,190719, Some-college,10, Divorced, Sales, Not-in-family, White, Male,0,0,45, United-States, <=50K -27, Private,218184, Some-college,10, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,40, Jamaica, <=50K -30, Private,222162, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,66, United-States, <=50K -30, Private,148524, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,2057,40, United-States, <=50K -37, Private,267085, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -50, Federal-gov,307555, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,60, United-States, >50K -36, Private,229180, Some-college,10, Divorced, Craft-repair, Unmarried, White, Female,0,0,40, Cuba, <=50K -22, Private,279041, Some-college,10, Never-married, Handlers-cleaners, Own-child, Black, Male,0,0,10, United-States, <=50K -21, Private,312017, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -33, Private,54782, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,1579,42, United-States, <=50K -76, Private,70697, 7th-8th,4, Widowed, Other-service, Not-in-family, White, Female,0,0,25, United-States, <=50K -22,,263970, Some-college,10, Never-married,, Not-in-family, White, Female,0,0,28, United-States, <=50K -37, Private,188774, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,302770, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -29, Private,183639, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,97, United-States, <=50K -29, Private,178551, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,175343, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -73, Self-emp-not-inc,190078, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,35, United-States, <=50K -43, Private,117627, Some-college,10, Divorced, Exec-managerial, Not-in-family, Black, Female,0,0,40, United-States, <=50K -39, Private,108419, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -74, Private,183701, 10th,6, Widowed, Other-service, Not-in-family, Black, Female,0,0,6, United-States, <=50K -27, State-gov,208406, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,30, United-States, <=50K -47, Private,148884, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -90, Private,87285, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,24, United-States, <=50K -47, Private,199058, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -42, Private,173628, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -69, Private,370837, Bachelors,13, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -18,,179484, 12th,8, Never-married,, Own-child, Other, Male,0,0,40, United-States, <=50K -23, Private,342769, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Female,0,0,20, United-States, <=50K -44, Local-gov,65145, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,30, United-States, <=50K -41, Private,150533, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,2829,0,40, United-States, <=50K -47, Local-gov,272182, Some-college,10, Never-married, Adm-clerical, Not-in-family, Black, Male,0,0,40, United-States, <=50K -43, Private,403467, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Black, Male,7688,0,40, United-States, >50K -33, Private,252168, Some-college,10, Never-married, Other-service, Not-in-family, Black, Male,0,0,40, United-States, <=50K -48, Private,80430, 11th,7, Never-married, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -39, Private,189623, Bachelors,13, Divorced, Sales, Unmarried, White, Male,0,0,60, United-States, <=50K -43, Private,115806, Masters,14, Divorced, Exec-managerial, Unmarried, White, Female,0,2547,40, United-States, >50K -18,,28357, Some-college,10, Never-married,, Own-child, White, Female,0,0,20, United-States, <=50K -52, Private,226084, HS-grad,9, Widowed, Priv-house-serv, Other-relative, White, Female,0,0,40, United-States, <=50K -18, Private,150817, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -27, Self-emp-inc,190911, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,45, United-States, <=50K -27, Self-emp-inc,120126, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1887,45, United-States, >50K -45, Local-gov,255559, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -79,,142370, Prof-school,15, Married-civ-spouse,, Husband, White, Male,0,0,10, United-States, <=50K -24, Private,173679, Assoc-voc,11, Married-civ-spouse, Other-service, Husband, White, Male,0,0,20, United-States, <=50K -25, Private,35854, Some-college,10, Married-spouse-absent, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -42, Self-emp-not-inc,82161, 10th,6, Widowed, Transport-moving, Unmarried, White, Male,0,0,35, United-States, <=50K -63, Self-emp-not-inc,129845, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,226505, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,46, United-States, >50K -47, Private,151584, Prof-school,15, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,60, United-States, >50K -42, Private,136419, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -42, Private,66460, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Female,0,0,45, United-States, <=50K -63, Local-gov,379940, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -37, Local-gov,102936, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,0,55, United-States, <=50K -65, Private,205309, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,20, United-States, <=50K -30,,156890, 10th,6, Divorced,, Unmarried, White, Male,0,0,40, United-States, <=50K -62, Private,208711, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,7688,0,50, United-States, >50K -46, Private,137547, HS-grad,9, Divorced, Craft-repair, Not-in-family, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -23, Private,220168, HS-grad,9, Never-married, Sales, Other-relative, Black, Female,0,0,25, Jamaica, <=50K -47, Local-gov,37672, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,45, United-States, <=50K -20, Private,196643, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -21,,355686, HS-grad,9, Never-married,, Own-child, White, Female,0,0,10, United-States, <=50K -28, Private,197484, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -61, Local-gov,115023, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -30, State-gov,234824, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,72, United-States, <=50K -30, State-gov,361497, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,72, United-States, >50K -29, Private,351871, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,50, United-States, >50K -39, Private,324231, HS-grad,9, Widowed, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -23, Private,123490, 11th,7, Divorced, Other-service, Unmarried, White, Female,0,0,35, United-States, <=50K -32, Private,188245, 11th,7, Never-married, Priv-house-serv, Unmarried, Black, Female,0,0,40, United-States, <=50K -63, Private,50349, HS-grad,9, Widowed, Other-service, Not-in-family, White, Female,0,0,34, United-States, <=50K -19, Self-emp-not-inc,47176, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Female,0,0,15, United-States, <=50K -57, State-gov,290661, Doctorate,16, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,60, United-States, >50K -41, Private,221172, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -23, Private,188950, Assoc-voc,11, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -30, Private,356882, Doctorate,16, Never-married, Prof-specialty, Own-child, White, Male,0,0,20, United-States, <=50K -43, Self-emp-inc,150533, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -64, Self-emp-not-inc,167149, 7th-8th,4, Married-civ-spouse, Other-service, Husband, White, Male,0,0,25, United-States, <=50K -56, Private,301835, 5th-6th,3, Separated, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -32, Private,313729, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -55, Private,130957, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -17, Private,197732, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,12, United-States, <=50K -17, Private,250541, 10th,6, Never-married, Other-service, Own-child, Black, Male,0,0,20, United-States, <=50K -29, Private,218785, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,65, United-States, <=50K -23,,232512, HS-grad,9, Separated,, Own-child, White, Female,0,0,40, United-States, <=50K -37, Private,194630, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -39, Private,38721, HS-grad,9, Divorced, Priv-house-serv, Unmarried, White, Female,0,0,22, United-States, <=50K -36, Private,201519, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, >50K -50, Private,279337, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,55, United-States, >50K -41,,27187, Assoc-voc,11, Married-civ-spouse,, Husband, White, Male,0,2415,12, United-States, >50K -31, Private,87560, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,50, United-States, <=50K -71,,100820, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,2489,15, United-States, <=50K -56, Private,208431, Some-college,10, Widowed, Exec-managerial, Not-in-family, Black, Female,0,0,32, United-States, <=50K -51, Private,143822, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,7298,0,40, United-States, >50K -20, Private,163205, Some-college,10, Separated, Other-service, Own-child, White, Female,0,0,30, United-States, <=50K -53, Private,171924, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Male,14344,0,55, United-States, >50K -33, State-gov,137616, Masters,14, Never-married, Prof-specialty, Not-in-family, Black, Female,0,0,35, United-States, <=50K -27, Private,156516, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, Black, Female,0,2377,20, United-States, <=50K -40, Private,119101, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,5178,0,40, United-States, >50K -45, Private,117556, Some-college,10, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,32, United-States, <=50K -54, Private,147863, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,5013,0,40, Vietnam, <=50K -33, Self-emp-not-inc,24504, HS-grad,9, Separated, Craft-repair, Other-relative, White, Male,0,0,50, United-States, <=50K -27,,157624, HS-grad,9, Separated,, Other-relative, White, Female,0,0,40, United-States, <=50K -36, Private,181721, 10th,6, Never-married, Farming-fishing, Own-child, Black, Male,0,0,60, United-States, <=50K -42, Local-gov,55363, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, >50K -33, Private,92865, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -19, Private,258633, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,25,, <=50K -52, Federal-gov,221532, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -41, Local-gov,183224, Masters,14, Married-civ-spouse, Prof-specialty, Wife, Asian-Pac-Islander, Female,0,0,40, Taiwan, >50K -30, Private,381153, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,300871, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -47, Private,33710, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,3103,0,60, United-States, >50K -26, Private,158333, 5th-6th,3, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40, Columbia, <=50K -36, Private,288103, 11th,7, Separated, Machine-op-inspct, Not-in-family, Black, Male,0,0,40, United-States, <=50K -35, Private,108907, HS-grad,9, Separated, Machine-op-inspct, Unmarried, White, Male,0,0,40, United-States, <=50K -46, Private,358533, Some-college,10, Married-civ-spouse, Protective-serv, Husband, Black, Male,0,0,40, United-States, >50K -24, Private,126613, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,8, United-States, <=50K -30, Private,164190, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,5178,0,52, United-States, >50K -38, Private,199816, HS-grad,9, Divorced, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -50, Private,98228, HS-grad,9, Divorced, Sales, Unmarried, White, Female,0,0,45, United-States, <=50K -41, Local-gov,129060, Some-college,10, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -38, Private,22245, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -36, Private,226918, Bachelors,13, Never-married, Sales, Not-in-family, Black, Male,0,0,48, United-States, <=50K -47, Private,398652, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -59, Private,268840, Some-college,10, Married-civ-spouse, Adm-clerical, Other-relative, White, Female,0,0,16, United-States, >50K -35,,103710, Bachelors,13, Divorced,, Unmarried, White, Female,0,0,16,, <=50K -59, Private,91384, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -52, Private,174767, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -37, Self-emp-inc,126675, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -52, Private,82285, Bachelors,13, Married-spouse-absent, Other-service, Other-relative, Black, Female,0,0,40, Haiti, <=50K -51, Private,177727, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -67, Self-emp-not-inc,345236, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, <=50K -58,,347692, 11th,7, Divorced,, Not-in-family, Black, Male,0,0,15, United-States, <=50K -68, Private,156000, 10th,6, Widowed, Other-service, Unmarried, Black, Female,0,0,20, United-States, <=50K -71, Private,228806, 9th,5, Divorced, Priv-house-serv, Not-in-family, Black, Female,0,0,6, United-States, <=50K -49, Local-gov,184428, Masters,14, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -35, Local-gov,102938, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -18, Private,161063, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -29, Private,253752, 10th,6, Married-civ-spouse, Farming-fishing, Wife, White, Female,0,0,40, United-States, <=50K -47, Self-emp-not-inc,274800, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -31, Private,129804, 9th,5, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,40, Puerto-Rico, <=50K -22, Federal-gov,65547, Some-college,10, Never-married, Exec-managerial, Not-in-family, Black, Male,0,0,40, United-States, <=50K -20, Private,107658, Some-college,10, Never-married, Tech-support, Not-in-family, White, Female,0,0,10, United-States, <=50K -57, Private,161097, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,26, United-States, <=50K -18, Private,118376, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,15, United-States, <=50K -32, Private,131224, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,120985, HS-grad,9, Divorced, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -37, Private,215392, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -51, Private,63685, HS-grad,9, Married-civ-spouse, Sales, Husband, Asian-Pac-Islander, Male,0,0,50, Cambodia, <=50K -48, Private,131826, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -39, Private,211440, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,55, United-States, >50K -35, Private,31023, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -40, Private,145439, 5th-6th,3, Married-civ-spouse, Other-service, Husband, Other, Male,4064,0,40, Mexico, <=50K -19, Private,255161, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,25, United-States, <=50K -28, Private,411950, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -23, Private,275818, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,1974,40, United-States, <=50K -18, Private,318082, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,35, United-States, <=50K -23, Local-gov,287988, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -47, Local-gov,138342, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,3411,0,40, El-Salvador, <=50K -42, Federal-gov,115932, Bachelors,13, Divorced, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -25, Private,60358, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -17, Private,140117, 10th,6, Never-married, Sales, Own-child, White, Female,0,0,12, United-States, <=50K -34, Private,158040, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,45, United-States, <=50K -30, Self-emp-inc,321990, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,60,, >50K -29, Private,232784, Assoc-acdm,12, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -22, Private,349368, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -46, Federal-gov,325573, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -69, Private,140176, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,24, United-States, <=50K -50, Private,128478, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, >50K -19,,318264, Some-college,10, Never-married,, Own-child, White, Male,0,0,30, United-States, <=50K -59, Private,147989, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40,, <=50K -45, Federal-gov,155659, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -41, State-gov,288433, Masters,14, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -47, Federal-gov,329205, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Male,0,0,40, United-States, <=50K -64, Private,171373, 11th,7, Widowed, Farming-fishing, Unmarried, White, Female,0,0,40, United-States, <=50K -29, Private,228860, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,35, United-States, <=50K -29, Private,196116, Prof-school,15, Divorced, Prof-specialty, Own-child, White, Female,2174,0,72, United-States, <=50K -17, Private,47771, 11th,7, Never-married, Prof-specialty, Own-child, White, Female,0,0,20, United-States, <=50K -24, Private,201680, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Male,0,0,60, United-States, <=50K -28, Private,337378, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,246449, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,3325,0,50, United-States, <=50K -48, Private,227714, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -36, Private,177285, Assoc-voc,11, Never-married, Prof-specialty, Unmarried, Black, Female,0,0,38, United-States, <=50K -38, Private,71701, Assoc-voc,11, Never-married, Craft-repair, Not-in-family, White, Female,0,0,40, Portugal, <=50K -49, Private,30219, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,1669,40, United-States, <=50K -42, Private,280167, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -36, Self-emp-inc,27408, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -25, Private,167031, 10th,6, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,40, Columbia, <=50K -41, Private,173682, Masters,14, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -35, Self-emp-not-inc,278557, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,30, United-States, <=50K -32, Private,113688, Assoc-voc,11, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, <=50K -41, Self-emp-not-inc,252986, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -48, Private,33669, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -56, Private,100776, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,50, United-States, <=50K -47, Self-emp-not-inc,177457, Some-college,10, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,40, United-States, <=50K -30, State-gov,312767, HS-grad,9, Never-married, Sales, Unmarried, Black, Female,0,0,40, United-States, <=50K -51, Private,43354, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -22, Self-emp-inc,375422, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, South, <=50K -49, Self-emp-not-inc,263568, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -67,,74335, HS-grad,9, Widowed,, Not-in-family, White, Female,0,0,10, Germany, <=50K -26, Private,302097, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,3464,0,48, United-States, <=50K -35, Private,248010, Bachelors,13, Married-spouse-absent, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -37,,87369, 9th,5, Divorced,, Unmarried, White, Female,0,0,40, United-States, <=50K -34, Private,405577, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -51, State-gov,167065, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,102476, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -28, Federal-gov,526528, Some-college,10, Never-married, Adm-clerical, Unmarried, Black, Female,3887,0,40, United-States, <=50K -32, Private,175878, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, <=50K -55, Private,213894, 11th,7, Separated, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -17, Private,150262, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -40, Private,75363, Some-college,10, Separated, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -38, Private,272671, Bachelors,13, Divorced, Sales, Own-child, White, Male,0,0,50, United-States, <=50K -67, Self-emp-inc,411007, HS-grad,9, Widowed, Exec-managerial, Not-in-family, White, Female,15831,0,40, United-States, >50K -44, Private,222434, HS-grad,9, Divorced, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -26, Private,180246, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,40, United-States, >50K -25, Private,171236, HS-grad,9, Divorced, Handlers-cleaners, Own-child, White, Female,0,0,40, United-States, <=50K -45, Private,367037, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -38, Private,304651, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,45, United-States, >50K -62, Private,97017, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -20, Private,146879, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,2001,40, United-States, <=50K -45, State-gov,320818, Some-college,10, Married-spouse-absent, Other-service, Other-relative, Black, Male,0,0,40, Haiti, <=50K -47, Self-emp-not-inc,84735, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,20, United-States, >50K -49, Private,184428, Bachelors,13, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -36, Private,326886, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -24,,169624, HS-grad,9, Divorced,, Unmarried, Black, Female,0,0,37, United-States, <=50K -29, Private,212102, HS-grad,9, Separated, Other-service, Unmarried, Black, Female,0,0,30, United-States, <=50K -23, Private,175837, 11th,7, Never-married, Farming-fishing, Other-relative, White, Female,0,0,40, Puerto-Rico, <=50K -50, Private,177487, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -44, Private,286750, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,1902,40, United-States, >50K -44, Private,171424, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -32, Private,194981, HS-grad,9, Married-civ-spouse, Tech-support, Wife, White, Female,0,0,36, United-States, <=50K -73, Private,199362, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,30, United-States, <=50K -24, Private,204226, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -46, State-gov,72506, HS-grad,9, Married-civ-spouse, Other-service, Wife, Black, Female,0,0,40, United-States, <=50K -61, Self-emp-inc,61040, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,7688,0,36, United-States, >50K -37, Federal-gov,194630, Masters,14, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -29, Private,391867, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -40, Private,94080, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -17, Private,289405, 11th,7, Never-married, Machine-op-inspct, Own-child, Other, Male,0,0,12, United-States, <=50K -30, Private,170130, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -19, Private,158118, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,1719,40, United-States, <=50K -30, Private,447739, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,60, United-States, <=50K -90,,39824, HS-grad,9, Widowed,, Not-in-family, White, Male,401,0,4, United-States, <=50K -76,,312500, 5th-6th,3, Widowed,, Unmarried, White, Female,0,0,40, United-States, <=50K -47, Private,223342, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,1504,35, United-States, <=50K -65,,293385, Preschool,1, Married-civ-spouse,, Husband, Black, Male,0,0,30, United-States, <=50K -25, Private,106377, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -41, Private,66118, Bachelors,13, Divorced, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -47, Private,274883, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -27, Local-gov,123773, Assoc-acdm,12, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -42, Local-gov,70655, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,44, United-States, <=50K -49, Private,177426, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,20, United-States, <=50K -37, Private,200374, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,1902,40, United-States, >50K -19, State-gov,159269, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,15, United-States, <=50K -24, Private,235894, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,38, United-States, <=50K -34, Local-gov,97723, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -33, Private,167309, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -44, Self-emp-not-inc,98106, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -37, Federal-gov,22201, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, Asian-Pac-Islander, Male,7298,0,40, Philippines, >50K -45, Private,108993, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -35, Private,265954, Bachelors,13, Never-married, Handlers-cleaners, Not-in-family, Black, Male,0,0,40, United-States, <=50K -58, Self-emp-inc,100960, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -45, Private,170092, Some-college,10, Divorced, Other-service, Not-in-family, White, Female,0,0,50, United-States, <=50K -54, Private,326156, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -45, Private,216932, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -69, Private,36956, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,20051,0,50, United-States, >50K -24, Private,214014, HS-grad,9, Never-married, Craft-repair, Own-child, Black, Male,0,0,40, United-States, <=50K -36, Private,99872, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,0,40, India, <=50K -61, State-gov,151459, 10th,6, Never-married, Other-service, Not-in-family, Black, Female,0,0,38, United-States, <=50K -57, Self-emp-inc,161662, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,60, United-States, >50K -56, Private,367200, HS-grad,9, Divorced, Craft-repair, Other-relative, White, Male,0,0,40, United-States, <=50K -35, Private,86648, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,45, United-States, >50K -51, Local-gov,168539, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -50, Private,140741, 11th,7, Never-married, Machine-op-inspct, Other-relative, White, Female,0,0,40, United-States, <=50K -25, Private,197651, Some-college,10, Never-married, Tech-support, Own-child, White, Female,0,0,43, United-States, <=50K -46, Private,123053, Masters,14, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,50, Japan, >50K -23, Private,330571, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,25, United-States, <=50K -44, Private,204235, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -38, State-gov,346766, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -35,,257250, HS-grad,9, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -25, Private,163396, Some-college,10, Never-married, Tech-support, Not-in-family, Other, Female,0,0,40, United-States, <=50K -78,,135839, HS-grad,9, Widowed,, Not-in-family, White, Female,1086,0,20, United-States, <=50K -18, Private,36251, 10th,6, Never-married, Other-service, Own-child, White, Female,0,0,15, United-States, <=50K -40, Private,149102, HS-grad,9, Married-spouse-absent, Handlers-cleaners, Not-in-family, White, Male,2174,0,60, Poland, <=50K -61,,222395, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -31, State-gov,29152, 12th,8, Married-civ-spouse, Other-service, Wife, White, Female,0,0,40, United-States, <=50K -33, Private,79303, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,45, United-States, <=50K -35, Private,272338, Assoc-voc,11, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -55, State-gov,200497, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -19, Private,148392, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,30, United-States, <=50K -31, Private,164243, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1579,40, United-States, <=50K -43, State-gov,129298, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -49, Local-gov,174981, Masters,14, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,47, United-States, >50K -48, Local-gov,328610, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -27, Private,77774, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,34, United-States, <=50K -38, State-gov,134069, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,60, United-States, >50K -35, Private,209214, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,4386,0,35, United-States, >50K -29, Private,153805, HS-grad,9, Never-married, Machine-op-inspct, Other-relative, Other, Male,0,0,40, Ecuador, <=50K -27, Private,168827, Bachelors,13, Never-married, Sales, Own-child, White, Male,0,0,2, United-States, <=50K -31, Private,373432, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,43, United-States, <=50K -26, Private,57600, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -53, Self-emp-not-inc,302847, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,35, United-States, <=50K -23, Private,227594, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,30, United-States, <=50K -32, Federal-gov,44777, HS-grad,9, Separated, Machine-op-inspct, Not-in-family, Black, Male,0,0,46, United-States, <=50K -54,,133963, HS-grad,9, Widowed,, Own-child, White, Female,0,0,40, United-States, <=50K -36, Private,279615, Bachelors,13, Divorced, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -22, Private,276133, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,50, United-States, <=50K -62, Private,136314, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -41, Private,204410, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1485,44, United-States, >50K -59, Self-emp-inc,223215, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,50, United-States, >50K -43, Private,184625, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -34, Self-emp-inc,265917, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -27, Private,158647, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -35, Private,22055, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, Amer-Indian-Eskimo, Male,0,0,60, United-States, <=50K -41, Local-gov,176716, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -42, Private,270721, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,32, United-States, <=50K -24, Private,100321, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,48, United-States, <=50K -35, Private,79050, HS-grad,9, Never-married, Transport-moving, Unmarried, Black, Male,0,0,72, United-States, <=50K -40, Local-gov,42703, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -46, Private,116952, 7th-8th,4, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,45, United-States, <=50K -45, Private,331643, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -33, Private,207937, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,1092,40, United-States, <=50K -68, Private,223486, HS-grad,9, Widowed, Other-service, Unmarried, White, Female,0,0,7, England, <=50K -33, Private,340332, Bachelors,13, Separated, Exec-managerial, Not-in-family, Black, Female,0,0,45, United-States, <=50K -23, Private,184813, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,20, United-States, <=50K -42, Self-emp-not-inc,32185, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, >50K -30, Private,197886, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,45, United-States, >50K -35, State-gov,248374, Some-college,10, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -40, Private,382499, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,50, United-States, <=50K -36, State-gov,108320, Masters,14, Divorced, Prof-specialty, Unmarried, White, Male,5455,0,30, United-States, <=50K -46, Self-emp-inc,161386, 9th,5, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,50, United-States, <=50K -49, Local-gov,110172, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,144032, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -26, Private,224426, Masters,14, Never-married, Exec-managerial, Own-child, White, Male,0,0,38, United-States, <=50K -37, Private,230408, HS-grad,9, Divorced, Other-service, Not-in-family, Black, Female,0,0,20, United-States, <=50K -50, Local-gov,20795, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -20, Private,174714, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -59, State-gov,398626, Doctorate,16, Divorced, Prof-specialty, Unmarried, White, Male,25236,0,45, United-States, >50K -30, Private,149531, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,34113, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -44, Local-gov,323790, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -28, Private,331381, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -48, Private,160647, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, Ireland, >50K -34, Private,339142, HS-grad,9, Separated, Handlers-cleaners, Unmarried, White, Female,0,0,40, United-States, <=50K -58, Private,164857, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,99, United-States, <=50K -33, Local-gov,267859, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,167725, Bachelors,13, Married-spouse-absent, Transport-moving, Not-in-family, Other, Male,0,0,84, India, <=50K -49, Federal-gov,586657, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,40, United-States, >50K -67, Self-emp-not-inc,105907, 1st-4th,2, Widowed, Other-service, Not-in-family, Black, Female,0,0,20, United-States, <=50K -23, Private,200677, 10th,6, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -42, Private,193882, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -54, Private,138026, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -49, Private,122385, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -35, Private,49020, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -26, Private,283715, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -31, Private,286406, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Male,3325,0,40, United-States, <=50K -36, Private,166416, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,156334, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -35, Local-gov,45607, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,60, United-States, >50K -40, Local-gov,112362, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -52, Private,200419, Assoc-acdm,12, Separated, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, <=50K -42, State-gov,341638, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -25,,34161, 12th,8, Separated,, Unmarried, White, Female,0,0,30, United-States, <=50K -50, Self-emp-not-inc,127151, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, Canada, >50K -52, Private,321959, Some-college,10, Married-civ-spouse, Tech-support, Husband, Black, Male,0,0,40, United-States, >50K -51, Local-gov,35211, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -19, Private,214935, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -43, Private,132130, Assoc-voc,11, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, >50K -57, Private,222247, 12th,8, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -35, Private,165799, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,60, United-States, <=50K -30, Private,257874, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,30, United-States, <=50K -38, Private,357173, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -45, State-gov,305739, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -23, Private,172047, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -22, Private,110677, Some-college,10, Separated, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -21,,405684, HS-grad,9, Never-married,, Other-relative, White, Male,0,0,35, Mexico, <=50K -60, Private,82388, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,38, United-States, <=50K -45, Private,289230, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,0,48, United-States, >50K -26, Private,101812, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, White, Male,5721,0,40, United-States, <=50K -49, State-gov,336509, 10th,6, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,383402, Some-college,10, Divorced, Other-service, Not-in-family, White, Female,0,0,35, United-States, <=50K -47, Private,328216, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,7298,0,40, United-States, >50K -40, Private,280362, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,35, United-States, <=50K -34, Private,212064, HS-grad,9, Separated, Adm-clerical, Unmarried, White, Female,7443,0,35, United-States, <=50K -42, Private,173704, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,433375, 1st-4th,2, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, Mexico, <=50K -63, Self-emp-not-inc,106551, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -53, Private,22418, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,54816, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -44, Private,358199, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -43, Private,190044, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,97698, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,32, United-States, <=50K -56, Private,53366, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,236136, Assoc-voc,11, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -44, Private,326232, 7th-8th,4, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,48, United-States, <=50K -34, Private,581071, HS-grad,9, Separated, Adm-clerical, Not-in-family, White, Male,0,0,48, United-States, >50K -40, Private,220589, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Federal-gov,161463, Some-college,10, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,40, United-States, <=50K -44, Private,95255, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -34, Federal-gov,223267, Some-college,10, Divorced, Protective-serv, Own-child, White, Male,0,0,72, United-States, <=50K -22, Private,236769, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,20, England, <=50K -58, Self-emp-inc,229498, Some-college,10, Widowed, Sales, Not-in-family, White, Female,0,0,20, United-States, >50K -43, Private,177083, Some-college,10, Divorced, Tech-support, Unmarried, White, Female,0,0,30, United-States, <=50K -23, Private,287681, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, Columbia, <=50K -41, Private,49797, Some-college,10, Separated, Exec-managerial, Not-in-family, Black, Female,0,0,40, United-States, <=50K -44, Private,174051, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,35, United-States, <=50K -32, Private,194901, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -38, Local-gov,252250, Assoc-acdm,12, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,56, United-States, >50K -47, Private,191277, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -24, Private,174907, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,30, United-States, <=50K -39, Private,167140, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,236543, 12th,8, Divorced, Protective-serv, Own-child, White, Male,0,0,54, Mexico, <=50K -40, Private,214242, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, <=50K -34, Private,216864, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,3770,45, United-States, <=50K -34, Private,245211, HS-grad,9, Never-married, Craft-repair, Unmarried, White, Male,2036,0,30, United-States, <=50K -57, Private,437727, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,45, United-States, >50K -71, Private,200418, 5th-6th,3, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -45, Local-gov,167334, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, >50K -54, Private,146834, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,45, United-States, <=50K -26, Private,78424, Assoc-voc,11, Never-married, Sales, Unmarried, White, Female,0,0,54, United-States, <=50K -37, Private,182675, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,45, United-States, >50K -28, Self-emp-not-inc,38079, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,55, United-States, <=50K -42, Private,115178, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,0,15, United-States, <=50K -45, Private,195949, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,167415, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -57, Private,223214, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -39, Private,22245, Bachelors,13, Married-civ-spouse, Prof-specialty, Not-in-family, White, Male,0,0,60, United-States, <=50K -45, State-gov,81853, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, Asian-Pac-Islander, Female,0,0,40, United-States, >50K -30, Private,147921, Assoc-voc,11, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,46, United-States, <=50K -27, Private,29261, HS-grad,9, Married-AF-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -44, Private,257758, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -44, State-gov,136546, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,40, United-States, >50K -38, Private,205493, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,60, United-States, >50K -19, Private,71650, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -39, Private,150217, Some-college,10, Divorced, Sales, Not-in-family, White, Female,0,0,38, United-States, <=50K -55, Self-emp-inc,258648, 10th,6, Widowed, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -17, Private,114798, 10th,6, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -43, Private,186188, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -36, Local-gov,175255, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,35, United-States, <=50K -45, Private,249935, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -44, Private,120277, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,38, United-States, >50K -26, Private,193165, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,52, United-States, >50K -32, Private,185027, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1887,40, Ireland, >50K -21, Private,221418, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -43, Federal-gov,56063, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -34, Private,153927, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -33, State-gov,163110, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,20, United-States, <=50K -40, Self-emp-inc,175696, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,51, United-States, <=50K -46, Private,143189, 5th-6th,3, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,40, Dominican-Republic, <=50K -20,,114969, HS-grad,9, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -54, State-gov,32778, HS-grad,9, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -23, Private,150683, Some-college,10, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -58, Self-emp-inc,78104, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -25, Private,335005, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,3137,0,40, United-States, <=50K -50, Local-gov,311551, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,50, United-States, >50K -42, Self-emp-not-inc,201520, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -25, Private,124111, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,38, United-States, <=50K -60, Private,166386, 11th,7, Married-civ-spouse, Machine-op-inspct, Wife, Asian-Pac-Islander, Female,0,0,30, Hong, <=50K -43, State-gov,117471, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -25, Private,361307, Bachelors,13, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -31, Private,142038, HS-grad,9, Married-civ-spouse, Craft-repair, Wife, White, Female,0,0,45, United-States, <=50K -35, Private,276552, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -48, Private,50402, Some-college,10, Divorced, Machine-op-inspct, Unmarried, White, Male,0,0,40, United-States, <=50K -43, Self-emp-not-inc,174090, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,20, United-States, >50K -27, Private,277760, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -24, Private,24243, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,1590,40, United-States, <=50K -44, Self-emp-inc,151089, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1887,70, United-States, >50K -52, Self-emp-not-inc,165278, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,22, United-States, <=50K -49, Private,182752, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -31, Private,173002, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -59, Private,261232, 11th,7, Divorced, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K -27, Private,164607, Bachelors,13, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -38, Self-emp-not-inc,129573, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, >50K -51, Federal-gov,36186, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -24, Private,325744, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -58, Self-emp-inc,329793, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -46, Private,133616, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -55, Private,83401, 5th-6th,3, Widowed, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -76, Private,239880, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,8, United-States, <=50K -25, Private,201737, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -51, Private,192182, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,7298,0,40, United-States, >50K -33, Private,143540, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -46, Private,28334, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,245873, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -42, Local-gov,199095, Assoc-voc,11, Widowed, Prof-specialty, Unmarried, Black, Female,0,0,40, United-States, <=50K -53, Private,104461, Bachelors,13, Never-married, Other-service, Not-in-family, White, Male,8614,0,50, Italy, >50K -33, Local-gov,183923, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,7688,0,35, United-States, >50K -30, Private,129707, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,35, United-States, >50K -41, Local-gov,575442, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -42, State-gov,184682, Assoc-acdm,12, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -34, Private,69251, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, >50K -31, Private,225507, Assoc-voc,11, Never-married, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -46, Private,167515, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,50, United-States, >50K -35, Private,407068, 1st-4th,2, Married-spouse-absent, Other-service, Not-in-family, White, Male,0,0,40, Guatemala, <=50K -40, Private,170019, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,40,, <=50K -46, Local-gov,125892, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -43, Local-gov,35824, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -35, Private,67083, HS-grad,9, Married-civ-spouse, Other-service, Husband, Asian-Pac-Islander, Male,0,0,40, China, <=50K -23, Private,107801, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -50, Self-emp-not-inc,95577, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,12,, <=50K -43, Private,118536, HS-grad,9, Divorced, Machine-op-inspct, Other-relative, Black, Male,0,0,40, United-States, <=50K -61, Private,198078, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -29, Private,78261, Prof-school,15, Never-married, Prof-specialty, Own-child, White, Male,0,0,50, United-States, <=50K -21, Private,234108, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -36, Local-gov,241998, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1672,50, United-States, <=50K -40, Private,92717, HS-grad,9, Never-married, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -23, Private,257683, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -90, Private,40388, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,55, United-States, <=50K -24, Private,55424, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -20, Private,169600, Some-college,10, Never-married, Prof-specialty, Own-child, White, Female,2176,0,12, United-States, <=50K -40, Local-gov,319271, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -37, Self-emp-not-inc,75050, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, <=50K -31, Private,182896, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Female,0,0,40, United-States, <=50K -22, Private,188274, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -25, Private,211497, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -46, Private,113806, 12th,8, Married-civ-spouse, Craft-repair, Husband, White, Male,7298,0,40,, >50K -47, Local-gov,172246, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -48, Local-gov,219962, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -36,,186815, Masters,14, Married-civ-spouse,, Husband, White, Male,0,0,50, United-States, <=50K -26,,132749, Bachelors,13, Never-married,, Not-in-family, White, Female,0,0,80, United-States, <=50K -28, Private,209801, 9th,5, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,40, United-States, <=50K -20, State-gov,178517, Some-college,10, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K -51, Private,169364, Some-college,10, Divorced, Handlers-cleaners, Not-in-family, White, Female,0,0,40, Ireland, <=50K -32, Federal-gov,164707, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -55, Private,144084, 10th,6, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -41, Local-gov,133692, Bachelors,13, Divorced, Protective-serv, Unmarried, White, Female,0,0,40, United-States, <=50K -46, Private,184169, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,7688,0,35, United-States, >50K -45, Self-emp-inc,145290, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, >50K -65, Local-gov,24824, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -45, Private,178319, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,50, United-States, >50K -22, Private,235829, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -22,,196280, Some-college,10, Never-married,, Own-child, White, Female,0,0,20, United-States, <=50K -42, Self-emp-not-inc,54202, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -37, Private,220237, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,5178,0,40, United-States, >50K -24, Private,59146, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, <=50K -67, Private,64148, Some-college,10, Divorced, Other-service, Unmarried, Black, Female,0,0,41, United-States, <=50K -28, Private,196621, HS-grad,9, Married-spouse-absent, Tech-support, Not-in-family, White, Female,0,0,37, United-States, <=50K -56, Private,195668, 10th,6, Married-civ-spouse, Other-service, Husband, White, Male,0,0,35, Cuba, >50K -31, State-gov,263000, Assoc-voc,11, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,38, United-States, <=50K -33, Private,554986, Some-college,10, Separated, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -52,,108211, 7th-8th,4, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -45, Private,217654, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, Germany, >50K -53, Private,139671, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,40, United-States, >50K -47, Private,102771, 7th-8th,4, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, Portugal, <=50K -40, Private,213019, HS-grad,9, Divorced, Sales, Unmarried, White, Female,0,0,30, United-States, <=50K -35, Private,228493, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,48, United-States, <=50K -65, Self-emp-not-inc,22907, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,24364, Some-college,10, Married-civ-spouse, Other-service, Wife, Black, Female,0,0,30, United-States, <=50K -23, Federal-gov,41432, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,15, United-States, <=50K -39, Private,235259, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -39, Private,343476, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,30, United-States, <=50K -37, Private,326886, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,248313, Assoc-voc,11, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -31, Self-emp-not-inc,30290, HS-grad,9, Never-married, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -39, Private,188540, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,45, United-States, <=50K -39, Private,237943, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,30, United-States, >50K -25, Private,198870, Bachelors,13, Never-married, Adm-clerical, Own-child, Black, Male,0,0,35, United-States, <=50K -30, Private,233980, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,171090, 9th,5, Married-civ-spouse, Machine-op-inspct, Wife, Black, Female,0,0,48, United-States, <=50K -22, Private,353039, HS-grad,9, Never-married, Craft-repair, Unmarried, White, Female,0,0,36, Mexico, <=50K -46, Federal-gov,213140, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,40, United-States, >50K -54, Private,188136, Bachelors,13, Divorced, Sales, Not-in-family, White, Female,0,1408,38, United-States, <=50K -33, Private,130057, Assoc-acdm,12, Never-married, Craft-repair, Not-in-family, White, Male,0,0,45, United-States, <=50K -70, State-gov,345339, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -36, Private,182074, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,45, United-States, <=50K -53, Local-gov,176557, Masters,14, Divorced, Prof-specialty, Unmarried, White, Female,0,0,50, United-States, <=50K -55, State-gov,71630, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,1617,40, United-States, <=50K -17, Private,159849, 11th,7, Never-married, Protective-serv, Own-child, White, Female,0,0,30, United-States, <=50K -36, Private,183425, Some-college,10, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -36, Self-emp-not-inc,125933, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,55, United-States, >50K -40, Local-gov,180123, HS-grad,9, Married-spouse-absent, Farming-fishing, Own-child, Black, Male,0,0,40, United-States, <=50K -36, Private,592930, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,50, United-States, >50K -28, Private,183802, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,55, United-States, <=50K -39, Private,77005, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,40, United-States, >50K -49, Private,80914, 5th-6th,3, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,45, United-States, <=50K -63, Self-emp-inc,165667, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -61, Private,123991, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,20, United-States, <=50K -48, Self-emp-inc,181307, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, >50K -55, Private,124137, HS-grad,9, Married-spouse-absent, Machine-op-inspct, Not-in-family, White, Male,0,0,40, Poland, <=50K -18,,137363, Some-college,10, Never-married,, Own-child, White, Female,0,0,4, United-States, <=50K -20, Private,291979, HS-grad,9, Married-civ-spouse, Sales, Other-relative, White, Male,0,0,20, United-States, <=50K -49, Private,91251, HS-grad,9, Married-civ-spouse, Other-service, Husband, Asian-Pac-Islander, Male,0,0,40, China, <=50K -27, Federal-gov,148153, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -37, Private,131463, 10th,6, Divorced, Other-service, Unmarried, White, Female,0,0,33, United-States, <=50K -32, State-gov,127651, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -33, Self-emp-inc,239018, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -47, Private,276087, Assoc-voc,11, Married-civ-spouse, Other-service, Husband, White, Male,0,0,26, United-States, <=50K -34, Private,386877, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, <=50K -61, Private,210464, HS-grad,9, Divorced, Adm-clerical, Other-relative, Black, Female,0,0,35, United-States, <=50K -25, Private,632834, HS-grad,9, Never-married, Craft-repair, Own-child, Black, Male,0,0,40, United-States, <=50K -26, Private,245465, Assoc-acdm,12, Never-married, Sales, Own-child, White, Male,0,0,30, United-States, <=50K -18, Private,198087, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,30, United-States, <=50K -35, Private,27408, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -36, Private,242713, HS-grad,9, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,40,, <=50K -56, Private,314727, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, >50K -40, State-gov,269733, Assoc-voc,11, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -24, Private,177287, 12th,8, Never-married, Other-service, Own-child, White, Female,0,0,38, United-States, <=50K -66, Private,167711, HS-grad,9, Widowed, Sales, Not-in-family, White, Female,0,0,40, United-States, >50K -42, Private,112181, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,40, United-States, <=50K -28, Private,339002, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,20, United-States, <=50K -39, State-gov,24721, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,35, United-States, <=50K -65, Self-emp-not-inc,37092, Assoc-voc,11, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,25, United-States, <=50K -20, Private,216563, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -52, Private,204447, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,4386,0,40, United-States, >50K -24,,151153, Some-college,10, Never-married,, Not-in-family, Asian-Pac-Islander, Male,99999,0,50, South, >50K -39, Private,187089, Some-college,10, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -18, Private,423052, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,30, United-States, <=50K -49, Private,169180, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,40, Hong, <=50K -21, Private,104981, Some-college,10, Never-married, Prof-specialty, Own-child, White, Male,0,0,48, United-States, <=50K -35,,120074, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,30, United-States, <=50K -38, Private,269323, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -55, Private,141549, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,214858, 10th,6, Married-civ-spouse, Craft-repair, Other-relative, White, Male,0,0,55, United-States, <=50K -34, Private,173524, HS-grad,9, Separated, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -54, Local-gov,365049, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, Mexico, <=50K -38, Private,60355, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -32, Private,86808, HS-grad,9, Divorced, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -33, State-gov,174171, Some-college,10, Separated, Tech-support, Not-in-family, White, Male,0,0,12, United-States, <=50K -32, Federal-gov,504951, Assoc-acdm,12, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,50, United-States, <=50K -34, Private,294064, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, France, <=50K -46, Private,120131, Bachelors,13, Married-civ-spouse, Other-service, Husband, White, Male,0,0,30, United-States, >50K -48, Private,199058, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -23, Private,152328, Some-college,10, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -48, Federal-gov,88564, 7th-8th,4, Married-spouse-absent, Handlers-cleaners, Unmarried, White, Male,0,0,40, United-States, <=50K -67, Private,95113, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,37, United-States, >50K -36, Private,247558, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,5178,0,60,, >50K -25, Private,178421, Bachelors,13, Never-married, Other-service, Not-in-family, White, Female,0,0,20, United-States, <=50K -43, Private,484861, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,4064,0,38, United-States, <=50K -27, Local-gov,225291, Assoc-acdm,12, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -56, Private,205735, 1st-4th,2, Separated, Machine-op-inspct, Unmarried, White, Male,0,0,40, United-States, <=50K -54, Self-emp-not-inc,58898, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1579,48, United-States, <=50K -39, Private,355468, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,1887,46, United-States, >50K -60, Self-emp-not-inc,184362, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,25, United-States, <=50K -27, Private,347513, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -21, Private,138768, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -24, Private,29810, Some-college,10, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -31, Private,126501, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,60783, 10th,6, Never-married, Craft-repair, Own-child, White, Male,0,0,15, United-States, <=50K -26, Private,179772, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,45, United-States, <=50K -45, Self-emp-inc,281911, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, United-States, <=50K -33, Private,70447, HS-grad,9, Never-married, Transport-moving, Other-relative, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -55,,449576, 5th-6th,3, Married-civ-spouse,, Husband, White, Male,0,0,48, Mexico, <=50K -29, Private,327964, 9th,5, Divorced, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -72, Private,496538, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,6360,0,40, United-States, <=50K -35, Self-emp-not-inc,153066, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, >50K -53, State-gov,77651, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,119493, Some-college,10, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -20, Private,256240, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,30, United-States, <=50K -69, Private,177374, HS-grad,9, Widowed, Adm-clerical, Unmarried, White, Female,1848,0,12, United-States, <=50K -41, Local-gov,37848, HS-grad,9, Never-married, Other-service, Unmarried, White, Female,0,0,25, United-States, <=50K -45, Private,129336, Masters,14, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,45, United-States, >50K -27, Private,183511, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -46, Self-emp-inc,120131, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,60, United-States, >50K -55, Private,190508, Some-college,10, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,35, United-States, <=50K -31, Private,363130, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,40, United-States, >50K -45, Private,240356, Some-college,10, Divorced, Sales, Not-in-family, White, Female,0,0,55, United-States, <=50K -64, Private,133166, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,5, United-States, <=50K -38, Private,32916, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -17, Private,117477, 10th,6, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -33, Private,34748, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,1887,20, United-States, >50K -22, Private,459463, 12th,8, Married-spouse-absent, Other-service, Unmarried, Black, Female,0,0,50, United-States, <=50K -23, Private,95989, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,30, United-States, <=50K -25, Private,118088, HS-grad,9, Never-married, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -33, Private,150570, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,3103,0,43, United-States, >50K -31,,505438, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,30, Mexico, <=50K -37, Private,179731, HS-grad,9, Never-married, Other-service, Unmarried, White, Female,0,0,35, United-States, <=50K -53, Private,122109, HS-grad,9, Separated, Adm-clerical, Unmarried, White, Female,0,1876,38, United-States, <=50K -28, Local-gov,163942, Some-college,10, Never-married, Protective-serv, Own-child, White, Male,0,0,40, United-States, <=50K -33, Private,106670, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -41, Private,123403, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -61, Self-emp-inc,119986, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -25, Private,66622, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,25, United-States, <=50K -20,,40060, Some-college,10, Never-married,, Own-child, White, Male,0,0,56, United-States, <=50K -35, Private,260578, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, >50K -64, Local-gov,96076, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -28, Private,70604, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,38, United-States, <=50K -39, Self-emp-not-inc,230329, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Male,0,1564,12, United-States, >50K -53, Private,49715, HS-grad,9, Divorced, Transport-moving, Unmarried, White, Male,0,0,40, United-States, <=50K -28, Private,116531, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Federal-gov,214542, Some-college,10, Divorced, Handlers-cleaners, Unmarried, Black, Female,0,0,40, United-States, <=50K -25, Local-gov,335005, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,35, Italy, <=50K -19, Private,258633, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -20, Private,203240, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,30, United-States, <=50K -27, Private,104457, Bachelors,13, Never-married, Machine-op-inspct, Not-in-family, Asian-Pac-Islander, Male,0,0,40,, <=50K -55, Local-gov,99131, HS-grad,9, Married-civ-spouse, Prof-specialty, Other-relative, White, Female,0,2246,40, United-States, >50K -52, State-gov,125796, Masters,14, Married-civ-spouse, Prof-specialty, Wife, Black, Female,0,1848,40, United-States, >50K -21,,479482, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -30, Private,167790, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -47, Private,133758, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,0,1974,40, United-States, <=50K -22, Private,106843, 10th,6, Never-married, Craft-repair, Other-relative, White, Male,0,0,30, United-States, <=50K -24, Private,117959, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,4386,0,40, United-States, >50K -26, Private,174921, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -27, Private,134152, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, <=50K -57, Private,99364, 9th,5, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Puerto-Rico, <=50K -18, Local-gov,155905, Masters,14, Never-married, Prof-specialty, Own-child, White, Female,0,0,60, United-States, <=50K -30, Private,467108, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,45, United-States, <=50K -34, Self-emp-not-inc,304622, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,0,50, United-States, <=50K -40, Private,198692, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,5178,0,60, United-States, >50K -60, Private,178050, HS-grad,9, Divorced, Other-service, Unmarried, Black, Female,0,0,38, United-States, <=50K -25, Private,162687, 12th,8, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -39, Private,113151, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, <=50K -48, Private,158924, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -27, Self-emp-not-inc,141795, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,30, United-States, <=50K -33, Self-emp-not-inc,33404, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,65, United-States, >50K -65, Self-emp-inc,178771, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -52, Private,168553, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1977,40, United-States, >50K -27, Private,110648, Bachelors,13, Never-married, Tech-support, Own-child, White, Male,0,0,40, United-States, <=50K -32, Private,151053, Some-college,10, Never-married, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -45, Self-emp-not-inc,142871, Some-college,10, Separated, Sales, Unmarried, White, Male,0,0,50, United-States, <=50K -18,,343161, 11th,7, Never-married,, Own-child, White, Male,0,0,16, United-States, <=50K -27, Private,183523, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,45, United-States, <=50K -57, Self-emp-not-inc,222216, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,60, United-States, <=50K -44, Private,121874, Some-college,10, Divorced, Sales, Unmarried, White, Male,0,0,55, United-States, >50K -30, Private,467108, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,44, United-States, >50K -26, Private,34393, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -28, Federal-gov,42003, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -61, Private,180418, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -49, Self-emp-not-inc,199590, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, Mexico, <=50K -33, Private,144949, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,40, United-States, >50K -50, Private,155594, Assoc-acdm,12, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, >50K -53, Self-emp-not-inc,162576, 7th-8th,4, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,99, United-States, <=50K -33, Private,232475, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -22, Private,269474, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,10, United-States, <=50K -45, Local-gov,140644, Bachelors,13, Divorced, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, >50K -26,,39640, Some-college,10, Never-married,, Not-in-family, White, Male,0,0,60, United-States, <=50K -50,,346014, 7th-8th,4, Separated,, Own-child, White, Female,0,0,20, United-States, <=50K -47, Self-emp-not-inc,159726, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -52, Federal-gov,290856, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -57, Private,217886, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,36, United-States, <=50K -21,,199915, Some-college,10, Never-married,, Own-child, White, Female,0,0,35, United-States, <=50K -58, Private,106546, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,2174,0,40, United-States, <=50K -50, Local-gov,220640, Masters,14, Divorced, Prof-specialty, Not-in-family, Amer-Indian-Eskimo, Female,0,0,50, United-States, >50K -33, Federal-gov,88913, Some-college,10, Never-married, Adm-clerical, Own-child, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -34, Self-emp-not-inc,288486, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,227411, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -37, Local-gov,99935, Masters,14, Married-civ-spouse, Protective-serv, Husband, White, Male,7688,0,50, United-States, >50K -57, Private,201112, Assoc-acdm,12, Divorced, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -57, Self-emp-not-inc,123778, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,48, United-States, <=50K -21, Private,204596, Assoc-acdm,12, Never-married, Adm-clerical, Own-child, White, Female,0,0,8, United-States, <=50K -40, Private,190290, Some-college,10, Divorced, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -23, Private,196674, Some-college,10, Separated, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -54, Private,108435, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,20, United-States, <=50K -38, Private,186359, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -32, Private,137076, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,60, United-States, >50K -22, State-gov,262819, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -27, Private,171655, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,42, United-States, <=50K -42, Private,183319, 5th-6th,3, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, El-Salvador, <=50K -36, Private,127306, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,47, United-States, <=50K -22, Private,68678, HS-grad,9, Married-civ-spouse, Sales, Husband, Black, Male,0,0,40, United-States, <=50K -40, State-gov,140108, 9th,5, Separated, Machine-op-inspct, Not-in-family, Black, Male,0,0,40, United-States, <=50K -26, Private,263444, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, <=50K -46, State-gov,265554, HS-grad,9, Never-married, Transport-moving, Not-in-family, Black, Male,0,0,40, United-States, <=50K -28, Private,410216, 11th,7, Married-civ-spouse, Craft-repair, Not-in-family, White, Male,0,0,60, United-States, >50K -46, State-gov,20534, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,45, United-States, <=50K -55, Private,188917, HS-grad,9, Divorced, Handlers-cleaners, Not-in-family, White, Female,0,0,40, United-States, <=50K -76, Private,98695, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,20, United-States, <=50K -27, Private,411950, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,60, United-States, <=50K -50, Private,237819, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -75, Private,187424, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,20, United-States, <=50K -42, Federal-gov,198316, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -36, Local-gov,139703, Masters,14, Never-married, Prof-specialty, Not-in-family, Black, Female,0,0,40, United-States, <=50K -51, Private,152596, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -43, Private,194726, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,55, United-States, >50K -44, Private,82601, Bachelors,13, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -20,,229843, Some-college,10, Never-married,, Not-in-family, Black, Female,0,0,20, United-States, <=50K -60, Private,122276, 5th-6th,3, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, Italy, <=50K -47, State-gov,188386, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -73, Private,92298, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,15, United-States, <=50K -27, Private,390657, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,0,0,40, United-States, <=50K -50, Private,89041, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,15024,0,50, United-States, >50K -35, Private,314897, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Puerto-Rico, <=50K -31, Private,166343, HS-grad,9, Never-married, Machine-op-inspct, Own-child, Black, Male,0,0,50,, <=50K -45, Private,88781, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Germany, >50K -57, Private,41762, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,0,40, South, >50K -34, Private,849857, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Nicaragua, <=50K -19, Private,307496, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,16, United-States, <=50K -25, Private,324372, HS-grad,9, Never-married, Handlers-cleaners, Own-child, Black, Male,0,0,40, United-States, <=50K -39, Private,99270, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,50, Germany, >50K -28, Private,160731, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Poland, >50K -48, State-gov,148306, Masters,14, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -38, Private,259019, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,44, United-States, <=50K -53, Private,224894, 5th-6th,3, Married-civ-spouse, Priv-house-serv, Wife, Black, Female,0,0,10, Haiti, <=50K -19, Private,258470, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -41, Private,197919, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,60, United-States, <=50K -23, Private,213719, Assoc-acdm,12, Never-married, Sales, Own-child, Black, Female,0,0,36, United-States, <=50K -32, Private,226535, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Private,146042, Some-college,10, Divorced, Machine-op-inspct, Not-in-family, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -21, Private,180339, Assoc-voc,11, Never-married, Farming-fishing, Not-in-family, White, Female,0,1602,30, United-States, <=50K -24, Private,99970, Bachelors,13, Never-married, Tech-support, Own-child, White, Male,0,0,40, United-States, <=50K -34, Private,300687, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -29, Local-gov,219906, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,25, United-States, >50K -24, Private,122234, Some-college,10, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,20,, <=50K -55, Private,158641, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -28, Private,239539, HS-grad,9, Married-spouse-absent, Machine-op-inspct, Own-child, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -46, Local-gov,102308, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -38, Private,186934, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,234447, Some-college,10, Divorced, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -35, Private,125933, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -29, Private,142760, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, Black, Male,0,0,40, United-States, <=50K -41, State-gov,309056, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -40, Self-emp-not-inc,48859, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,32, United-States, <=50K -30, Private,110594, HS-grad,9, Divorced, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -72, Private,426562, 11th,7, Divorced, Other-service, Not-in-family, Black, Female,0,0,35, United-States, <=50K -17, Private,169037, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -46, Self-emp-inc,123075, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,70, United-States, <=50K -38, Private,195744, Bachelors,13, Never-married, Other-service, Not-in-family, White, Male,0,0,48, United-States, <=50K -36, Private,81896, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,45, United-States, <=50K -24, Self-emp-not-inc,172047, Assoc-acdm,12, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -28, Private,253814, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,35, United-States, <=50K -28, Private,66473, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -60,,56248, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,1485,70, United-States, >50K -42, Local-gov,271521, Some-college,10, Married-civ-spouse, Protective-serv, Husband, Other, Male,0,0,40, United-States, >50K -48, Private,265295, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -37, Self-emp-not-inc,174308, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,196342, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, >50K -55, Private,223594, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Black, Male,7688,0,40, Puerto-Rico, >50K -30, Private,149787, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -68, Private,124686, 7th-8th,4, Widowed, Machine-op-inspct, Not-in-family, White, Female,0,0,10, United-States, <=50K -45, Private,50163, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -26, Private,175789, HS-grad,9, Divorced, Handlers-cleaners, Own-child, White, Female,0,0,40, United-States, <=50K -22, Private,218215, Some-college,10, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -22, Private,166371, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -36, Private,169469, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,40, United-States, >50K -52, Private,145081, 7th-8th,4, Never-married, Machine-op-inspct, Not-in-family, Black, Female,0,0,40, United-States, <=50K -68, Private,214521, Prof-school,15, Widowed, Prof-specialty, Unmarried, White, Female,0,0,16, United-States, <=50K -26, Local-gov,287233, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, Black, Female,0,0,40, United-States, >50K -52, Private,201310, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,40,, <=50K -46, Self-emp-not-inc,197836, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,1672,50, United-States, <=50K -53, Private,158294, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,7298,0,40, United-States, >50K -17, Private,127366, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,8, United-States, <=50K -29, Private,203697, Bachelors,13, Married-civ-spouse, Prof-specialty, Own-child, White, Male,0,0,75, United-States, <=50K -41, Private,168730, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -45, Private,165232, Some-college,10, Divorced, Tech-support, Not-in-family, Black, Female,0,0,40, Trinadad&Tobago, <=50K -57, Private,175942, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, >50K -30, Federal-gov,356689, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,30, Japan, <=50K -46, Private,132912, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -45, Private,187226, Assoc-acdm,12, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -59,,254765, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, >50K -40, Private,202565, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,52, United-States, <=50K -38, State-gov,103925, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,2036,0,20, United-States, <=50K -22, Private,112164, Some-college,10, Never-married, Exec-managerial, Own-child, White, Female,0,0,40,, <=50K -59, Self-emp-not-inc,70623, 7th-8th,4, Married-civ-spouse, Sales, Husband, White, Male,0,0,85, United-States, <=50K -36, Private,102729, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -40, Private,558944, 7th-8th,4, Never-married, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -18, Private,256967, 10th,6, Never-married, Sales, Other-relative, Black, Female,0,0,40, United-States, <=50K -62,,144583, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -63, Private,102412, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -29, Private,159788, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,80, United-States, <=50K -27, Private,55743, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, Black, Female,0,0,45, United-States, >50K -47, State-gov,148171, Doctorate,16, Divorced, Prof-specialty, Unmarried, White, Male,0,0,50, France, >50K -20, Local-gov,271354, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -48, Private,98524, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -29, Private,272913, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,30, Mexico, <=50K -22, Private,324445, HS-grad,9, Never-married, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -42, Private,155469, Assoc-acdm,12, Widowed, Tech-support, Unmarried, White, Female,0,0,24, United-States, <=50K -36, Private,102945, Assoc-voc,11, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -60, Private,291904, 10th,6, Divorced, Other-service, Not-in-family, Black, Female,0,0,40, United-States, <=50K -41, Federal-gov,186601, HS-grad,9, Separated, Exec-managerial, Not-in-family, Black, Female,0,0,40, United-States, <=50K -43, Private,172401, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -33, Private,193285, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,38, United-States, >50K -34, Private,176244, 7th-8th,4, Married-civ-spouse, Other-service, Wife, White, Female,0,0,40, United-States, <=50K -32, Private,117779, HS-grad,9, Never-married, Transport-moving, Own-child, White, Female,0,0,35, United-States, <=50K -22,,34616, Some-college,10, Never-married,, Own-child, White, Female,0,0,20, United-States, <=50K -52, Private,169182, 9th,5, Widowed, Other-service, Not-in-family, White, Female,0,0,25, Puerto-Rico, <=50K -27, Private,180758, Assoc-acdm,12, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -60, Local-gov,141637, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -41, Self-emp-not-inc,169023, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, White, Female,7688,0,40, United-States, >50K -34, Self-emp-not-inc,101266, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,62, United-States, <=50K -30, Private,164190, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -35, Private,142282, Some-college,10, Separated, Other-service, Unmarried, White, Female,0,0,25, United-States, <=50K -39, Federal-gov,103984, Bachelors,13, Divorced, Exec-managerial, Unmarried, Black, Female,0,0,40, United-States, <=50K -64, Private,187601, Some-college,10, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -17, Self-emp-not-inc,36218, 11th,7, Never-married, Farming-fishing, Own-child, White, Male,0,0,20, United-States, <=50K -29, State-gov,106334, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40,, <=50K -37, Local-gov,249392, Assoc-voc,11, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -43, Self-emp-not-inc,110355, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, <=50K -30, Self-emp-not-inc,117944, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,25, United-States, <=50K -17, Private,163836, 10th,6, Never-married, Sales, Own-child, White, Female,0,0,12, United-States, <=50K -29, Private,145592, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, Guatemala, <=50K -24, Private,108495, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, India, <=50K -27, Self-emp-not-inc,212041, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -69, Self-emp-inc,182451, Bachelors,13, Separated, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Private,124020, HS-grad,9, Married-spouse-absent, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -29, Private,199116, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Puerto-Rico, <=50K -17,,144114, 10th,6, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -61, Private,107438, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,1651,40, United-States, <=50K -70, Private,405362, 7th-8th,4, Widowed, Other-service, Unmarried, Black, Female,0,0,38, United-States, <=50K -32, Private,175856, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,1902,40, United-States, >50K -21,,262241, HS-grad,9, Never-married,, Other-relative, White, Male,0,0,40, United-States, <=50K -27, Self-emp-not-inc,420054, HS-grad,9, Never-married, Craft-repair, Unmarried, White, Male,9562,0,50, United-States, >50K -27, Private,86681, Bachelors,13, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -19, Private,187161, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,25, United-States, <=50K -44, State-gov,691903, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,60, United-States, >50K -36, Private,219483, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -45, Private,199058, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,50, United-States, >50K -29, Private,192010, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,60, Poland, <=50K -34, Federal-gov,419691, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,7298,0,54, United-States, >50K -28, Local-gov,356089, Bachelors,13, Never-married, Prof-specialty, Other-relative, White, Male,0,0,50, United-States, <=50K -34, Private,684015, 5th-6th,3, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, El-Salvador, <=50K -18, Private,36882, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -39, Private,203180, Some-college,10, Divorced, Farming-fishing, Unmarried, White, Female,0,0,45, United-States, <=50K -34, Private,183811, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Local-gov,103966, Masters,14, Divorced, Adm-clerical, Unmarried, White, Female,0,0,41, United-States, <=50K -24, Private,304602, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -41, Private,57233, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,70, United-States, <=50K -50, State-gov,289207, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,45, United-States, >50K -68, Private,224019, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,30, United-States, <=50K -35, Private,267966, 11th,7, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,50, United-States, <=50K -47, Private,214800, Assoc-voc,11, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -43, Local-gov,241528, Masters,14, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -35, Private,197365, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,296724, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,17, United-States, <=50K -26, Private,136226, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -50, Private,40623, Some-college,10, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -22, Private,264874, HS-grad,9, Never-married, Craft-repair, Own-child, White, Female,0,0,40, United-States, <=50K -20, Private,112847, HS-grad,9, Never-married, Farming-fishing, Own-child, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -18,,236090, HS-grad,9, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -52, Self-emp-not-inc,89028, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -71, State-gov,210673, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,28, United-States, <=50K -55, Private,60193, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -17, Private,216137, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,8, United-States, <=50K -36, Private,139743, Some-college,10, Widowed, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -25,,32276, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -39, Local-gov,423605, 12th,8, Married-civ-spouse, Transport-moving, Husband, White, Male,0,1848,40, Nicaragua, >50K -27, Private,298871, Bachelors,13, Never-married, Other-service, Not-in-family, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -42, Private,318255, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -22, Private,347867, HS-grad,9, Married-spouse-absent, Sales, Not-in-family, White, Male,0,1719,40, United-States, <=50K -57, Private,279636, Assoc-voc,11, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, >50K -34, Private,405386, Some-college,10, Never-married, Craft-repair, Not-in-family, Black, Male,0,0,28, United-States, <=50K -31, Private,297188, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,60, United-States, <=50K -24, Private,182342, Bachelors,13, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -41, Self-emp-not-inc,229148, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Male,0,0,60, Jamaica, <=50K -30, Private,189620, Some-college,10, Divorced, Prof-specialty, Not-in-family, White, Female,6849,0,40, England, <=50K -17, Private,413557, 11th,7, Never-married, Adm-clerical, Own-child, White, Female,0,0,32, United-States, <=50K -26, Self-emp-inc,246025, HS-grad,9, Separated, Sales, Unmarried, White, Female,0,0,20, Honduras, <=50K -32, Private,390997, 1st-4th,2, Never-married, Farming-fishing, Not-in-family, Other, Male,0,0,50, Mexico, <=50K -55, Private,102058, 10th,6, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -19, Private,247298, 12th,8, Married-spouse-absent, Other-service, Own-child, Other, Female,0,0,20, United-States, <=50K -28, Private,140108, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, <=50K -55,,216941, HS-grad,9, Married-civ-spouse,, Wife, White, Female,2885,0,40, United-States, <=50K -49, Private,81654, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -23, Private,177526, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -43, Private,64631, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,110028, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,203761, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -23, Private,163870, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -59, Federal-gov,117299, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1887,40, United-States, >50K -20, Private,50648, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,35, United-States, <=50K -21, Private,166517, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -28,,173800, Bachelors,13, Married-spouse-absent,, Not-in-family, Asian-Pac-Islander, Female,0,0,10, Taiwan, <=50K -44, Self-emp-inc,181762, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -31, Self-emp-not-inc,340880, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,48, United-States, <=50K -50, Self-emp-not-inc,114758, Bachelors,13, Never-married, Craft-repair, Not-in-family, White, Male,4416,0,45, United-States, <=50K -54, Private,138847, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, >50K -28, Private,215014, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -34, Private,183778, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -46, Private,273629, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -28, Self-emp-inc,113870, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -23, Private,213955, HS-grad,9, Never-married, Adm-clerical, Own-child, Black, Male,0,2001,40, United-States, <=50K -29, Private,114982, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -35, Private,205338, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -41, Self-emp-not-inc,57924, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,7688,0,50, United-States, >50K -90,,225063, Some-college,10, Never-married,, Own-child, Asian-Pac-Islander, Male,0,0,10, South, <=50K -35, Self-emp-not-inc,202027, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,55, United-States, >50K -20, Private,281356, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, Other, Male,0,0,40, United-States, <=50K -42, Private,30824, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,2354,0,16, United-States, <=50K -56, Private,98809, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,5013,0,45, United-States, <=50K -31, Private,38223, Bachelors,13, Never-married, Sales, Own-child, White, Male,0,0,45, United-States, <=50K -23, Private,172232, HS-grad,9, Never-married, Tech-support, Own-child, White, Male,0,0,50, United-States, <=50K -60, Private,140544, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -28, Private,221366, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -32, Private,180799, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, >50K -36, Private,111499, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Female,14084,0,40, United-States, >50K -44, Self-emp-not-inc,155930, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -34, Private,201122, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, United-States, >50K -27, Private,101709, HS-grad,9, Never-married, Sales, Own-child, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -49, Private,140121, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Male,0,0,50, United-States, <=50K -48, Private,172709, HS-grad,9, Divorced, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -47, Private,120131, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -34, Private,117444, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,65, United-States, >50K -27, Private,256764, Assoc-acdm,12, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -31, Local-gov,176185, Bachelors,13, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,4064,0,40,, <=50K -24, Private,223811, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,201603, HS-grad,9, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,30, United-States, <=50K -25, Private,138765, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,133974, Assoc-voc,11, Divorced, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -38, Federal-gov,137953, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,45, United-States, <=50K -57, Private,103403, 5th-6th,3, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,461678, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, >50K -41, State-gov,70884, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -56, State-gov,466498, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,60, United-States, >50K -19, Private,148644, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -44, Private,190739, HS-grad,9, Never-married, Other-service, Other-relative, Black, Male,0,0,32, United-States, <=50K -34, Private,299507, Assoc-voc,11, Never-married, Craft-repair, Not-in-family, White, Female,0,0,40, United-States, <=50K -25, Private,211424, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -27, State-gov,106721, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,192017, HS-grad,9, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -59, Private,530099, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1887,55, United-States, >50K -34, Private,119153, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -30, Private,202450, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,65, United-States, >50K -21, Private,50341, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,38, United-States, <=50K -24, Private,140001, Some-college,10, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,40, Italy, <=50K -19,,220517, Some-college,10, Never-married,, Own-child, White, Female,0,0,15, United-States, <=50K -82,,52921, Some-college,10, Widowed,, Not-in-family, Amer-Indian-Eskimo, Male,0,0,3, United-States, <=50K -35, Private,31964, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -32, Private,148207, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -45, Private,151627, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,45, United-States, <=50K -30, Private,402539, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -28, Self-emp-not-inc,188278, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, <=50K -28, Self-emp-not-inc,96219, Bachelors,13, Married-civ-spouse, Sales, Wife, White, Female,0,0,5, United-States, <=50K -29, Private,340534, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,44, United-States, <=50K -60, Private,160339, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Columbia, <=50K -28, Private,120135, Assoc-voc,11, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Federal-gov,303817, Some-college,10, Divorced, Exec-managerial, Not-in-family, Black, Female,0,0,40, United-States, <=50K -31, Private,181091, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -28, Private,200515, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,35, United-States, >50K -42, Private,160893, Some-college,10, Married-civ-spouse, Other-service, Wife, White, Female,0,0,23, United-States, <=50K -40, Local-gov,183096, 9th,5, Married-civ-spouse, Other-service, Wife, White, Female,0,0,40, Yugoslavia, >50K -24, Private,241367, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -37, Self-emp-inc,342084, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -36, Private,193855, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,80410, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -22, Private,554317, 9th,5, Married-spouse-absent, Other-service, Other-relative, White, Male,0,0,35, Mexico, <=50K -46, Private,85109, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,1628,40, United-States, <=50K -28, Private,108569, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,43, United-States, <=50K -34, Private,120959, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -42, Private,222011, Some-college,10, Divorced, Sales, Unmarried, White, Female,0,0,43, United-States, <=50K -43, Private,238530, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,48404, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -60, Private,88055, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,3781,0,16, United-States, <=50K -33, Private,238381, Some-college,10, Never-married, Craft-repair, Not-in-family, Black, Male,8614,0,40, United-States, >50K -22, Private,243923, HS-grad,9, Married-civ-spouse, Transport-moving, Other-relative, White, Male,0,0,80, United-States, <=50K -39, Private,305597, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,141841, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Black, Male,5178,0,40, United-States, >50K -39, Private,129764, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -37, Self-emp-not-inc,150993, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, <=50K -63, Self-emp-not-inc,147140, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, >50K -46, State-gov,30219, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,38, United-States, >50K -48, Private,167967, HS-grad,9, Separated, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -33, Private,133278, HS-grad,9, Never-married, Adm-clerical, Own-child, Black, Female,0,0,40, United-States, <=50K -65, Private,172510, Some-college,10, Widowed, Prof-specialty, Not-in-family, White, Female,1848,0,20, Hungary, <=50K -39, Private,192251, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, >50K -43, Private,210844, Bachelors,13, Divorced, Exec-managerial, Not-in-family, Black, Female,0,0,40, United-States, >50K -28, Private,263015, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -50, Self-emp-not-inc,155118, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,99999,0,35, United-States, >50K -24, State-gov,232918, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,20, United-States, <=50K -48, Private,143542, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Private,45607, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -62, Private,29828, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -42, Self-emp-not-inc,104118, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -60, Private,191446, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,99999,0,40, United-States, >50K -50, Private,27484, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -40, Private,205987, Prof-school,15, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, Cuba, <=50K -39, Local-gov,143385, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -43,,200508, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -43, Local-gov,186995, HS-grad,9, Divorced, Protective-serv, Unmarried, White, Female,0,0,40, United-States, <=50K -35, Private,54159, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,38, United-States, <=50K -39, Private,113481, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -30, Local-gov,235271, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -32, Private,349365, Some-college,10, Married-civ-spouse, Sales, Husband, Black, Male,0,0,65, United-States, <=50K -18, Private,283637, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -37, Private,70282, Assoc-acdm,12, Never-married, Sales, Unmarried, Black, Female,0,0,40, United-States, <=50K -26, Private,166051, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -51, Private,193720, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,42, United-States, <=50K -35,,124836, Some-college,10, Divorced,, Not-in-family, Amer-Indian-Eskimo, Female,0,0,36, United-States, <=50K -33, Private,236379, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -46, Private,122026, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,44, United-States, >50K -40, Private,114537, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -34, Private,191834, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, United-States, <=50K -29, Private,420054, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -47, Self-emp-not-inc,160045, Some-college,10, Widowed, Other-service, Unmarried, White, Female,0,0,35, United-States, <=50K -34, Private,303187, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,40,, >50K -45, Private,190088, HS-grad,9, Married-spouse-absent, Adm-clerical, Unmarried, White, Female,0,0,30, United-States, <=50K -53, Private,126977, HS-grad,9, Separated, Craft-repair, Not-in-family, White, Male,0,0,35, United-States, <=50K -52, Self-emp-not-inc,63004, Masters,14, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -64, Private,391121, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, >50K -42, Private,211450, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,45, United-States, >50K -44, Private,156413, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,44, United-States, >50K -41, Private,116797, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,7298,0,50, United-States, >50K -53, Local-gov,204447, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,43, United-States, >50K -25, Private,66935, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,35, United-States, <=50K -20, Private,344278, 11th,7, Separated, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -29, Private,108574, Assoc-voc,11, Never-married, Priv-house-serv, Own-child, White, Female,0,0,40, United-States, <=50K -56, Private,244605, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -45, Private,363677, Doctorate,16, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,1977,30, United-States, >50K -56, Private,219762, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,35, United-States, <=50K -38, Self-emp-inc,269318, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,40, United-States, >50K -62, Private,77884, HS-grad,9, Married-civ-spouse, Sales, Husband, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -28, Self-emp-not-inc,70100, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,60, United-States, <=50K -31, Private,213643, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,3908,0,40, United-States, <=50K -24, Private,69640, Bachelors,13, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -65, Private,170012, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,34, United-States, <=50K -40, Private,329924, HS-grad,9, Separated, Handlers-cleaners, Not-in-family, Black, Male,0,0,30, United-States, <=50K -31, Private,193285, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Private,261241, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,1741,60, United-States, <=50K -42, Federal-gov,108183, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,1902,40, South, >50K -20, Private,296618, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,30, United-States, <=50K -30, Local-gov,257796, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -25, Private,155320, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Male,0,0,45, United-States, <=50K -22, Private,151888, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -65,,143118, HS-grad,9, Widowed,, Unmarried, White, Female,0,2206,10, United-States, <=50K -31, Private,66278, Some-college,10, Married-civ-spouse, Prof-specialty, Wife, White, Female,3908,0,40, United-States, <=50K -56, Private,92444, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,50, United-States, >50K -51, Private,229272, HS-grad,9, Divorced, Other-service, Other-relative, Black, Male,0,0,32, Haiti, <=50K -36, Self-emp-not-inc,207202, 10th,6, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -44, State-gov,154176, Some-college,10, Divorced, Adm-clerical, Not-in-family, Black, Female,0,1590,40, United-States, <=50K -49, Private,180899, Masters,14, Divorced, Exec-managerial, Unmarried, White, Male,0,1755,45, United-States, >50K -28, Private,205337, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -57, Private,180779, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,7298,0,40, United-States, >50K -33, Self-emp-not-inc,343021, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,65, United-States, <=50K -49, Private,176814, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,5178,0,40, United-States, >50K -74, State-gov,88638, Doctorate,16, Never-married, Prof-specialty, Other-relative, White, Female,0,3683,20, United-States, >50K -48, Private,248059, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,5013,0,45, United-States, <=50K -38, Private,409604, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,40, United-States, >50K -39, Private,185053, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -46, Private,332884, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,65, United-States, >50K -56, Private,212864, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -27, Private,66473, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -17, Private,285169, 11th,7, Never-married, Priv-house-serv, Own-child, White, Female,0,0,40, United-States, <=50K -28, Private,175431, 9th,5, Divorced, Prof-specialty, Not-in-family, Black, Female,0,0,40, United-States, <=50K -18,,152641, 10th,6, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -42, Private,339346, Masters,14, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,25, United-States, <=50K -39, Private,287306, Some-college,10, Separated, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -29, Self-emp-not-inc,70604, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,3464,0,40, United-States, <=50K -21, Private,88926, Some-college,10, Never-married, Prof-specialty, Own-child, White, Male,0,0,10, United-States, <=50K -36, Private,91275, Some-college,10, Never-married, Adm-clerical, Unmarried, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -56, Private,244554, 10th,6, Widowed, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -49, Private,232586, 5th-6th,3, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -47, Self-emp-inc,127678, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,80, United-States, <=50K -44, Private,162184, Some-college,10, Separated, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -40, Private,408229, 1st-4th,2, Never-married, Other-service, Not-in-family, White, Male,0,0,45, El-Salvador, <=50K -43, State-gov,139734, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,40, United-States, >50K -62, Private,197286, 12th,8, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,48, Germany, <=50K -52, Private,229983, Prof-school,15, Married-civ-spouse, Prof-specialty, Wife, White, Female,3103,0,30, United-States, >50K -25, Private,252803, HS-grad,9, Never-married, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -63, Self-emp-inc,110890, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,70, United-States, >50K -51, Private,160724, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,99, South, <=50K -25, Private,89625, HS-grad,9, Never-married, Adm-clerical, Own-child, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -62,,266037, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,126730, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -48, Federal-gov,96854, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,30, United-States, <=50K -32, Private,186788, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,28996, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -30, Self-emp-not-inc,347166, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -45, State-gov,110311, Masters,14, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -27, Private,310850, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -41, Private,220694, Bachelors,13, Divorced, Other-service, Not-in-family, White, Male,0,0,37, United-States, <=50K -61, Private,149405, HS-grad,9, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,40, United-States, <=50K -70, Self-emp-inc,131699, Bachelors,13, Divorced, Exec-managerial, Unmarried, White, Female,0,0,55, United-States, <=50K -55, Private,49996, 11th,7, Never-married, Machine-op-inspct, Not-in-family, Black, Female,0,0,40, United-States, <=50K -35, Private,187112, Bachelors,13, Never-married, Other-service, Not-in-family, White, Female,0,0,45, United-States, <=50K -36, Private,180859, Assoc-voc,11, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,38, United-States, <=50K -29, Private,185647, Some-college,10, Never-married, Tech-support, Own-child, White, Male,0,0,60, United-States, <=50K -30, Private,316606, Bachelors,13, Married-civ-spouse, Other-service, Wife, White, Female,0,0,40, United-States, <=50K -45, Private,274657, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40,, <=50K -39, Federal-gov,193583, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,5455,0,60, United-States, <=50K -18, Private,338836, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -28, Private,216814, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, <=50K -27, Private,106935, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -38, Private,223433, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -33, Private,174789, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,135603, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -25,,344719, HS-grad,9, Married-civ-spouse,, Wife, White, Female,0,0,4, United-States, <=50K -38, Private,372484, 11th,7, Never-married, Other-service, Own-child, Black, Female,0,0,40, United-States, <=50K -23, Private,181820, Some-college,10, Never-married, Farming-fishing, Unmarried, White, Male,0,0,45, United-States, <=50K -40, Private,235371, Assoc-voc,11, Divorced, Prof-specialty, Unmarried, White, Male,0,0,40, United-States, <=50K -36, Self-emp-inc,216711, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,99999,0,50,, >50K -20, Private,299399, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -41, Private,202508, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,48, United-States, <=50K -44, Private,172025, Some-college,10, Separated, Adm-clerical, Unmarried, White, Female,0,0,38, United-States, <=50K -49, Self-emp-inc,246891, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -22, Private,450920, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -26, Private,53598, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -47, Private,103757, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -48, Private,76017, HS-grad,9, Widowed, Other-service, Unmarried, White, Female,0,0,25, United-States, <=50K -28, Self-emp-inc,80158, HS-grad,9, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -37, Federal-gov,90881, Some-college,10, Separated, Exec-managerial, Not-in-family, White, Male,8614,0,55, United-States, >50K -44, Private,427952, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -20,,230955, 12th,8, Never-married,, Not-in-family, Black, Female,0,0,35, United-States, <=50K -53, Private,177916, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,7298,0,40, United-States, >50K -36, Private,342642, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,15, United-States, <=50K -77, Private,253642, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Husband, Other, Male,0,0,30, United-States, <=50K -21, Private,219086, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,35, United-States, <=50K -24, Private,162593, Bachelors,13, Never-married, Adm-clerical, Not-in-family, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -30, Private,87561, Assoc-acdm,12, Never-married, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -51, Local-gov,142411, Assoc-voc,11, Divorced, Adm-clerical, Unmarried, White, Female,0,0,50, United-States, <=50K -22, Private,154422, Some-college,10, Divorced, Sales, Own-child, Asian-Pac-Islander, Female,0,0,30, Philippines, <=50K -23, Private,169104, Some-college,10, Never-married, Sales, Own-child, Asian-Pac-Islander, Male,0,0,25, United-States, <=50K -47, Private,193047, Doctorate,16, Married-civ-spouse, Exec-managerial, Husband, White, Male,99999,0,50, United-States, >50K -17, Private,151141, 12th,8, Never-married, Sales, Own-child, White, Male,0,0,20, United-States, <=50K -48, Private,267912, Bachelors,13, Never-married, Other-service, Not-in-family, White, Male,0,0,50, Mexico, >50K -43, Private,137126, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -34, Private,152453, 12th,8, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Guatemala, <=50K -19, Private,357059, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,35, United-States, <=50K -42, State-gov,202011, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -23, Private,98283, Bachelors,13, Never-married, Exec-managerial, Own-child, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -61, Self-emp-not-inc,176965, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -63, Private,187919, 11th,7, Married-civ-spouse, Other-service, Husband, White, Male,0,0,30, United-States, <=50K -65, Private,274916, HS-grad,9, Widowed, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -37, Private,105813, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Husband, White, Male,7298,0,40, United-States, >50K -41, Local-gov,193524, Assoc-acdm,12, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -35, Private,152734, Some-college,10, Married-civ-spouse, Protective-serv, Husband, Black, Male,0,0,40,, <=50K -21, Private,263641, HS-grad,9, Divorced, Sales, Other-relative, White, Female,0,0,40, United-States, <=50K -48, Local-gov,102076, Bachelors,13, Never-married, Adm-clerical, Unmarried, White, Female,0,0,35, United-States, <=50K -51, State-gov,155594, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,1887,40, United-States, >50K -43, Private,33331, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, <=50K -22, State-gov,156773, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,15,, <=50K -56, Self-emp-not-inc,115439, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -47, Private,181652, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -26, Private,120268, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Male,0,0,24, United-States, <=50K -39, Private,196308, Some-college,10, Married-civ-spouse, Other-service, Wife, White, Female,0,0,24, United-States, <=50K -45, Self-emp-not-inc,40690, Some-college,10, Never-married, Farming-fishing, Own-child, White, Male,0,0,75, United-States, <=50K -49, Private,228583, HS-grad,9, Divorced, Other-service, Unmarried, White, Male,0,0,40, Columbia, <=50K -23, Private,695136, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,30, United-States, <=50K -69, Private,209236, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,36, United-States, <=50K -41, Federal-gov,214838, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -40, Self-emp-not-inc,188436, HS-grad,9, Separated, Exec-managerial, Other-relative, White, Male,0,0,40, United-States, <=50K -25, Private,177625, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -52, Private,124591, HS-grad,9, Never-married, Handlers-cleaners, Unmarried, White, Male,0,0,40, United-States, <=50K -28, Private,230856, Some-college,10, Never-married, Prof-specialty, Not-in-family, Black, Female,3325,0,50, United-States, <=50K -50, Federal-gov,221532, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -21, Private,232577, Assoc-voc,11, Never-married, Tech-support, Own-child, White, Female,0,0,30, United-States, <=50K -48, Private,168216, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -27, Private,214702, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,42, United-States, >50K -63, Private,237620, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,30, United-States, <=50K -47, State-gov,54887, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -37, Self-emp-not-inc,164526, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Male,14084,0,45, United-States, >50K -28, Private,224506, Some-college,10, Married-civ-spouse, Sales, Husband, Black, Male,0,0,40,, <=50K -58, Private,183870, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -41, Private,208330, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,51, United-States, <=50K -67, Self-emp-inc,168370, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -62, Self-emp-not-inc,320376, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,48, United-States, <=50K -28, Private,192384, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, >50K -26, Private,167350, 12th,8, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -46, Self-emp-not-inc,103538, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,65, United-States, >50K -29, Private,58522, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,191342, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,0,40, Philippines, >50K -25, Private,193820, Masters,14, Never-married, Prof-specialty, Own-child, White, Female,0,0,35, United-States, <=50K -20, Private,258490, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,35, United-States, <=50K -21, Private,56520, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -25, Private,102476, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -44, Self-emp-inc,311357, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -37, Private,166497, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,38, United-States, <=50K -50, Private,160724, Masters,14, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,7298,0,40, Philippines, >50K -29, Private,338270, HS-grad,9, Separated, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -18, Private,282394, Some-college,10, Never-married, Sales, Own-child, Black, Female,0,0,21, United-States, <=50K -32, Private,383269, Bachelors,13, Never-married, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -58, Private,119386, Assoc-voc,11, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,60, United-States, <=50K -50, Private,196975, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -29, Private,334221, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,18, United-States, <=50K -58, Private,27385, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -29, State-gov,133846, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -36, Private,361888, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, >50K -21, Private,230429, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,35, United-States, <=50K -49, Private,328776, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -60, Private,243829, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, <=50K -39, Private,306646, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,3103,0,50, United-States, >50K -50, Private,138179, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1902,40, United-States, >50K -30, Private,280069, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,48, United-States, <=50K -55, Private,305759, HS-grad,9, Divorced, Other-service, Not-in-family, White, Male,0,0,40,, <=50K -64, Local-gov,164876, HS-grad,9, Divorced, Transport-moving, Unmarried, White, Male,0,0,20, United-States, <=50K -29, Self-emp-inc,138597, Assoc-acdm,12, Never-married, Prof-specialty, Other-relative, Black, Female,0,0,40, United-States, <=50K -40, Private,111483, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,40, United-States, >50K -42, Private,144778, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -55, Private,171015, HS-grad,9, Widowed, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -43, Private,112494, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,45, United-States, <=50K -28, Private,408473, 12th,8, Never-married, Sales, Not-in-family, Black, Male,0,0,40, United-States, <=50K -46, State-gov,27802, Assoc-acdm,12, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,38, United-States, >50K -34, Private,236318, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, White, Male,0,0,40, United-States, <=50K -47, Private,121836, Masters,14, Married-civ-spouse, Adm-clerical, Wife, White, Female,7688,0,38, United-States, >50K -43, Self-emp-not-inc,315971, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -24, Private,698418, Some-college,10, Never-married, Adm-clerical, Own-child, Black, Female,0,0,25, United-States, <=50K -21, Private,329530, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Mexico, <=50K -65, Private,194456, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, England, >50K -20, Private,282579, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -31, State-gov,26401, Masters,14, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,25, United-States, <=50K -38, State-gov,364958, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,3464,0,40, United-States, <=50K -22, Private,83998, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -20, Private,94364, Some-college,10, Never-married, Prof-specialty, Not-in-family, Other, Female,0,0,20, United-States, <=50K -44, Private,174189, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -44, Local-gov,101967, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, <=50K -41, Private,146908, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -38, Private,126675, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,2205,40, United-States, <=50K -21, Private,31606, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,25, Germany, <=50K -24, Private,132327, Some-college,10, Married-spouse-absent, Sales, Unmarried, Other, Female,0,0,30, Ecuador, <=50K -24, Private,112459, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,45, United-States, <=50K -28, Private,48894, HS-grad,9, Married-civ-spouse, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -39, Private,181943, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,35, United-States, <=50K -48, Private,247685, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,3325,0,40, United-States, <=50K -24, Local-gov,195808, HS-grad,9, Never-married, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, <=50K -50, Private,172052, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,35, South, >50K -50, Local-gov,50178, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,4064,0,55, United-States, <=50K -68, Private,351711, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -31, State-gov,190305, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -22, Private,464103, 1st-4th,2, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, Guatemala, <=50K -18,,36348, Some-college,10, Never-married,, Own-child, White, Male,0,0,48, United-States, <=50K -25, Private,120238, HS-grad,9, Married-spouse-absent, Machine-op-inspct, Not-in-family, White, Male,0,0,40, Poland, <=50K -28, Private,354095, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -17, Local-gov,308901, 11th,7, Never-married, Adm-clerical, Own-child, White, Female,0,0,15, United-States, <=50K -24, State-gov,208826, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,99, England, <=50K -20, Private,369677, 10th,6, Separated, Sales, Not-in-family, White, Female,0,0,36, United-States, <=50K -45, Federal-gov,98524, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -44, Private,239723, Some-college,10, Married-spouse-absent, Craft-repair, Unmarried, White, Female,1506,0,45, United-States, <=50K -57, Private,231232, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,236396, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,1902,55, United-States, >50K -24,,119156, Bachelors,13, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -22, Private,320451, Some-college,10, Never-married, Protective-serv, Own-child, Asian-Pac-Islander, Male,0,0,24, India, <=50K -41, Private,38397, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -51, Self-emp-inc,189183, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -46, Local-gov,199281, Bachelors,13, Separated, Prof-specialty, Unmarried, White, Male,0,0,40, United-States, <=50K -52, Private,286342, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,38, United-States, <=50K -50, Private,152810, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -26, Self-emp-inc,176981, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,50, United-States, <=50K -17, Private,117549, 10th,6, Never-married, Sales, Other-relative, Black, Female,0,0,12, United-States, <=50K -64, Private,254797, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,133336, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -28, Self-emp-not-inc,182826, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,35, United-States, <=50K -51, Private,136224, Bachelors,13, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -39, Self-emp-not-inc,134475, Bachelors,13, Divorced, Adm-clerical, Not-in-family, White, Male,0,1762,40, United-States, <=50K -48, Private,272778, Some-college,10, Divorced, Other-service, Unmarried, White, Female,0,0,32, United-States, <=50K -44, Private,279183, Some-college,10, Married-civ-spouse, Other-service, Own-child, White, Female,0,0,40, United-States, >50K -47, Private,110243, 11th,7, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -52, Private,202071, HS-grad,9, Widowed, Craft-repair, Own-child, White, Female,0,0,40, United-States, <=50K -58, Private,197642, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,39, United-States, <=50K -19, Private,125591, 11th,7, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -40, Private,197462, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -23, Private,238831, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -31, Private,182177, Bachelors,13, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, Yugoslavia, <=50K -40, Local-gov,240504, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -48, Self-emp-inc,125892, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,38, United-States, >50K -46, Private,154430, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, >50K -32, Private,207685, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Wife, Black, Female,3908,0,40, United-States, <=50K -50, Private,222020, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -18, Private,243240, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,37, United-States, <=50K -26, Private,158734, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,30, United-States, <=50K -36, Private,257691, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,20, United-States, <=50K -26, Private,144483, Assoc-voc,11, Divorced, Sales, Own-child, White, Female,594,0,35, United-States, <=50K -19, Private,209826, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,15, United-States, <=50K -53, Private,30244, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,40, United-States, >50K -54, Private,133050, Some-college,10, Never-married, Sales, Not-in-family, Black, Male,0,0,41, United-States, <=50K -29, Private,138332, Some-college,10, Married-civ-spouse, Adm-clerical, Own-child, White, Female,0,0,6, United-States, <=50K -81, Private,201398, Masters,14, Widowed, Prof-specialty, Unmarried, White, Male,0,0,60,, <=50K -37, Private,526968, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,38, United-States, >50K -40, Private,79036, Assoc-voc,11, Divorced, Transport-moving, Not-in-family, White, Male,0,0,50, United-States, >50K -36, Private,240323, Some-college,10, Widowed, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -18, Private,270544, 12th,8, Never-married, Adm-clerical, Own-child, White, Female,0,0,30, United-States, <=50K -44, State-gov,199551, 11th,7, Separated, Tech-support, Not-in-family, Black, Male,0,0,40, United-States, <=50K -36, Private,231052, HS-grad,9, Separated, Other-service, Unmarried, Black, Female,0,0,35, United-States, <=50K -69, State-gov,203072, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -17, Private,126771, 12th,8, Never-married, Prof-specialty, Own-child, White, Male,0,0,7, United-States, <=50K -38, Private,31848, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -27, Private,328981, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, Black, Male,0,0,40, United-States, <=50K -52, Private,159670, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,450695, Assoc-acdm,12, Never-married, Sales, Not-in-family, White, Male,0,0,35, United-States, <=50K -57, Private,182028, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, <=50K -19, Private,349620, 10th,6, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,40, United-States, <=50K -38, Private,161066, HS-grad,9, Divorced, Craft-repair, Not-in-family, Amer-Indian-Eskimo, Male,0,0,50, United-States, <=50K -46, Private,213611, 7th-8th,4, Married-spouse-absent, Priv-house-serv, Unmarried, White, Female,0,1594,24, Guatemala, <=50K -21, Private,548303, HS-grad,9, Married-civ-spouse, Prof-specialty, Own-child, White, Male,0,0,40, Mexico, >50K -29, Private,150861, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, Japan, <=50K -33,,335625, Some-college,10, Divorced,, Not-in-family, White, Female,0,0,40, United-States, <=50K -26, Private,133766, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,70, United-States, <=50K -28, Private,200511, HS-grad,9, Separated, Farming-fishing, Not-in-family, White, Male,0,0,55, United-States, <=50K -26, Private,50103, Some-college,10, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, United-States, <=50K -37,,148266, Prof-school,15, Married-civ-spouse,, Husband, White, Male,0,0,6, Mexico, <=50K -49, Private,177211, Bachelors,13, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,132686, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, <=50K -57, Federal-gov,21626, Some-college,10, Divorced, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -60, Private,52900, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -20,,150084, HS-grad,9, Never-married,, Own-child, White, Male,0,0,25, United-States, <=50K -38, Private,248886, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,42, United-States, <=50K -51, Self-emp-not-inc,118259, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,3137,0,60, United-States, <=50K -60, Private,145493, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -37, Private,219546, Bachelors,13, Married-civ-spouse, Exec-managerial, Other-relative, White, Male,3411,0,47, United-States, <=50K -44, Federal-gov,399155, HS-grad,9, Never-married, Craft-repair, Own-child, Black, Female,0,0,40, United-States, <=50K -19, Self-emp-not-inc,227310, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,25, United-States, <=50K -59, Private,333270, Masters,14, Married-civ-spouse, Craft-repair, Wife, Asian-Pac-Islander, Female,0,0,35, Philippines, <=50K -50, Private,231495, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -35, Federal-gov,133935, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -46, Federal-gov,55237, Some-college,10, Divorced, Machine-op-inspct, Unmarried, White, Male,0,0,40, United-States, <=50K -18, Private,183034, Some-college,10, Never-married, Sales, Own-child, Black, Male,0,0,35, United-States, <=50K -32, Private,245487, 5th-6th,3, Married-civ-spouse, Machine-op-inspct, Husband, Amer-Indian-Eskimo, Male,0,0,40, Mexico, <=50K -32, Private,185480, Assoc-voc,11, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -39, Private,114251, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -25, Private,181814, HS-grad,9, Never-married, Craft-repair, Other-relative, White, Female,0,0,40, United-States, <=50K -30, Private,340917, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,60, United-States, >50K -37, Private,241998, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,1977,40, United-States, >50K -38, Self-emp-inc,125324, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,80, United-States, >50K -36, Private,34744, Assoc-acdm,12, Divorced, Other-service, Unmarried, White, Female,0,0,37, United-States, <=50K -56, Private,131608, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -35, Federal-gov,226916, Bachelors,13, Widowed, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, >50K -56, Private,124137, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,41, United-States, <=50K -17, Private,96282, 10th,6, Never-married, Other-service, Own-child, White, Male,0,0,14, United-States, <=50K -46, Private,337050, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,45, United-States, >50K -56, Private,229335, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -61, State-gov,199495, 12th,8, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,111675, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,43, United-States, <=50K -27, Private,139209, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -50, Self-emp-not-inc,32372, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,30, United-States, <=50K -33, Self-emp-not-inc,203784, Assoc-voc,11, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,62, United-States, <=50K -33, Private,164190, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,7298,0,40, United-States, >50K -38, Private,64875, Some-college,10, Never-married, Farming-fishing, Unmarried, White, Male,0,0,60, United-States, <=50K -51, Private,41806, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,208725, Assoc-acdm,12, Never-married, Sales, Not-in-family, White, Male,0,0,42, United-States, <=50K -49, Local-gov,79019, Masters,14, Widowed, Prof-specialty, Unmarried, White, Female,0,0,16, United-States, <=50K -26, Private,136951, HS-grad,9, Separated, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -42, Private,203554, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -37, Private,252947, Bachelors,13, Never-married, Machine-op-inspct, Not-in-family, Black, Male,0,1719,32, United-States, <=50K -38, Private,170861, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -48, Private,199590, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, Mexico, >50K -41, Private,529216, Bachelors,13, Divorced, Tech-support, Unmarried, Black, Male,7430,0,45,, >50K -33, Private,195576, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,4386,0,60, United-States, <=50K -30, Private,182177, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,40, Ireland, <=50K -25, State-gov,183678, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, <=50K -50, Private,209320, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -54, Self-emp-inc,206862, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,36, United-States, >50K -37, Private,168941, 11th,7, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -59, Self-emp-not-inc,201263, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,15024,0,55, United-States, >50K -17, Private,75333, 10th,6, Never-married, Sales, Own-child, Black, Female,0,0,24, United-States, <=50K -65,,299494, 11th,7, Married-civ-spouse,, Husband, White, Male,1797,0,40, United-States, <=50K -56, Self-emp-not-inc,163212, HS-grad,9, Widowed, Adm-clerical, Unmarried, White, Female,99999,0,40, United-States, >50K -57, Private,139290, HS-grad,9, Divorced, Other-service, Not-in-family, White, Male,0,0,38, United-States, <=50K -33, Private,400416, 10th,6, Never-married, Other-service, Own-child, Black, Male,0,0,20, United-States, <=50K -41, Self-emp-not-inc,223763, Masters,14, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,65, United-States, <=50K -45, Private,77927, Bachelors,13, Widowed, Other-service, Own-child, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -50, Private,175804, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,48, United-States, <=50K -18, Private,91525, HS-grad,9, Never-married, Sales, Other-relative, White, Male,0,0,25, United-States, <=50K -19, Private,279968, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -26, Private,77698, Some-college,10, Married-civ-spouse, Prof-specialty, Wife, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -61,,198686, Assoc-acdm,12, Married-civ-spouse,, Husband, White, Male,0,0,2, United-States, >50K -67,,190340, 11th,7, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,113491, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -29, Private,202878, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -27, Private,108431, Some-college,10, Never-married, Craft-repair, Not-in-family, Black, Male,0,0,40, United-States, <=50K -35, Private,194490, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,38, United-States, <=50K -37, Private,48093, Bachelors,13, Never-married, Craft-repair, Not-in-family, White, Male,0,0,90, United-States, >50K -22, Private,136824, 11th,7, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -25, Private,143280, 10th,6, Never-married, Priv-house-serv, Own-child, White, Female,0,0,24, United-States, <=50K -26, Private,150062, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -27, Local-gov,298510, HS-grad,9, Divorced, Protective-serv, Own-child, White, Male,0,0,40, United-States, <=50K -26, Private,177147, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,6849,0,65, United-States, <=50K -51, Private,115025, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -45, Private,350440, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, >50K -60, Private,83850, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,62669, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -24, Private,229773, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -40, Local-gov,196234, HS-grad,9, Divorced, Craft-repair, Own-child, White, Female,0,0,40, Puerto-Rico, <=50K -69,,163595, HS-grad,9, Widowed,, Not-in-family, White, Female,0,0,20, United-States, <=50K -44, Private,157249, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,1977,50, United-States, >50K -65, Private,80174, HS-grad,9, Divorced, Exec-managerial, Other-relative, White, Female,1848,0,50, United-States, <=50K -52, Self-emp-inc,49069, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -38, Private,122952, HS-grad,9, Separated, Craft-repair, Unmarried, White, Female,0,0,35, United-States, <=50K -18, Private,123856, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,49, United-States, <=50K -24, Private,216181, Assoc-voc,11, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -52, Private,180062, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -21, Private,188535, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,44, United-States, <=50K -67, Self-emp-not-inc,106143, Doctorate,16, Married-civ-spouse, Sales, Husband, White, Male,20051,0,40, United-States, >50K -64, Self-emp-not-inc,170421, Some-college,10, Widowed, Craft-repair, Not-in-family, White, Female,0,0,8, United-States, <=50K -25, Private,283087, Some-college,10, Never-married, Exec-managerial, Own-child, Black, Male,0,0,40, United-States, <=50K -34, Federal-gov,341051, Masters,14, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,50, United-States, >50K -39, Self-emp-not-inc,34378, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -26, Private,380674, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,52, United-States, <=50K -19, Private,304469, 10th,6, Never-married, Farming-fishing, Own-child, White, Male,0,0,25, United-States, <=50K -35, Private,99146, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -26, Private,205109, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Private,99156, HS-grad,9, Separated, Other-service, Own-child, White, Male,0,0,35, United-States, <=50K -45, Private,97842, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,65, United-States, <=50K -18, Private,100875, 11th,7, Never-married, Other-service, Unmarried, White, Female,0,0,28, United-States, <=50K -51, Private,200576, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,63, United-States, <=50K -36, Private,355053, HS-grad,9, Separated, Other-service, Unmarried, Black, Female,0,0,28, United-States, <=50K -18, Private,118376, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,16,, <=50K -37, Local-gov,117760, Assoc-voc,11, Never-married, Protective-serv, Not-in-family, White, Male,4650,0,40, United-States, <=50K -37, Private,117567, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -39, Federal-gov,189632, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -21, Private,170108, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -46, State-gov,27243, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,45, United-States, >50K -33, Private,192663, HS-grad,9, Separated, Sales, Not-in-family, White, Female,0,0,35, United-States, <=50K -23, Private,526164, Bachelors,13, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -52, Self-emp-not-inc,146579, HS-grad,9, Divorced, Sales, Unmarried, Black, Male,0,0,40, United-States, <=50K -28, Private,60288, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -23, State-gov,241951, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -48, Self-emp-inc,213140, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -17, Private,218124, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -22, Self-emp-not-inc,279802, Some-college,10, Never-married, Prof-specialty, Own-child, White, Female,0,0,3, United-States, <=50K -26, Private,153078, HS-grad,9, Never-married, Adm-clerical, Own-child, Asian-Pac-Islander, Male,0,0,80,, >50K -40, Private,167919, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -90, Private,250832, 10th,6, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,193158, HS-grad,9, Divorced, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -44, Private,172032, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,39484, Bachelors,13, Married-civ-spouse, Other-service, Husband, White, Male,7298,0,42, United-States, >50K -45, Private,84298, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,50, United-States, >50K -43, Private,269015, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, Germany, >50K -17,,262196, 10th,6, Never-married,, Own-child, White, Male,0,0,8, United-States, <=50K -49, Federal-gov,125892, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -27, Private,134890, Bachelors,13, Never-married, Tech-support, Own-child, White, Male,0,0,50, United-States, <=50K -60, Self-emp-not-inc,261119, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Female,0,0,40, United-States, <=50K -33, Private,119409, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, Other, Female,0,0,40, Columbia, <=50K -53, Self-emp-not-inc,118793, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -19, Private,184207, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -28, Self-emp-not-inc,191027, HS-grad,9, Divorced, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K -22, Private,207782, Assoc-acdm,12, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,20, United-States, <=50K -48, Self-emp-not-inc,209146, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -76,,79445, 10th,6, Married-civ-spouse,, Husband, White, Male,1173,0,40, United-States, <=50K -19, Private,187724, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,25, United-States, <=50K -28, Private,66777, Assoc-voc,11, Married-civ-spouse, Other-service, Other-relative, White, Female,3137,0,40, United-States, <=50K -58, Private,158002, Some-college,10, Married-civ-spouse, Sales, Husband, Black, Male,0,0,40, United-States, <=50K -19, Self-emp-not-inc,305834, Some-college,10, Never-married, Craft-repair, Own-child, White, Female,0,0,25, United-States, <=50K -37,,122265, HS-grad,9, Divorced,, Not-in-family, Asian-Pac-Islander, Female,0,0,42,, <=50K -22, Private,211798, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -52, Self-emp-not-inc,123011, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -31, Private,36302, Bachelors,13, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, <=50K -50, Self-emp-not-inc,176867, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,3781,0,40, United-States, <=50K -62, Private,169204, HS-grad,9, Widowed, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -26, Private,38232, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -64, State-gov,277657, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,24, United-States, <=50K -38, Private,32271, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -44, Private,116825, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,80, United-States, >50K -28, Self-emp-not-inc,226198, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -19, Private,28145, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,52, United-States, <=50K -39, Private,140477, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,10, United-States, <=50K -50, Private,165050, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -39, Self-emp-inc,202937, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -36, Private,316298, Bachelors,13, Never-married, Tech-support, Own-child, White, Male,0,0,40, United-States, <=50K -39, Private,203070, Assoc-voc,11, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,49, United-States, <=50K -51, Self-emp-inc,103995, Assoc-acdm,12, Never-married, Sales, Not-in-family, White, Female,0,0,25, United-States, <=50K -28, Private,176137, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,32, United-States, <=50K -57, Self-emp-not-inc,103948, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,30, United-States, >50K -40, Local-gov,39581, Prof-school,15, Separated, Prof-specialty, Own-child, Black, Female,0,0,40, United-States, <=50K -27, Private,506436, Some-college,10, Divorced, Sales, Unmarried, White, Female,0,0,40, Peru, <=50K -32, Private,226975, Some-college,10, Never-married, Sales, Own-child, White, Male,0,1876,60, United-States, <=50K -49, State-gov,154493, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,44, United-States, <=50K -34, Self-emp-not-inc,137223, 10th,6, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -24, Private,102323, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -54, Private,257765, 7th-8th,4, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, Guatemala, <=50K -52, Private,42924, 12th,8, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -43, Private,167599, 11th,7, Married-civ-spouse, Handlers-cleaners, Wife, White, Female,0,0,25, United-States, <=50K -84,,368925, 5th-6th,3, Widowed,, Not-in-family, White, Male,0,0,15, United-States, <=50K -79,,100881, Assoc-acdm,12, Married-civ-spouse,, Wife, White, Female,0,0,2, United-States, >50K -35, Private,52738, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,46, United-States, <=50K -56, Private,98418, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,30, United-States, <=50K -30, Private,381153, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -54, Private,103700, HS-grad,9, Widowed, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -35, Private,298635, Bachelors,13, Never-married, Sales, Not-in-family, Asian-Pac-Islander, Male,0,0,50, United-States, <=50K -32, Private,127895, Some-college,10, Never-married, Adm-clerical, Own-child, Black, Female,0,0,40, United-States, <=50K -44, Self-emp-inc,212760, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -32, Private,281384, HS-grad,9, Married-AF-spouse, Other-service, Other-relative, White, Female,0,0,10, United-States, <=50K -60, Private,181200, 12th,8, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,257364, Some-college,10, Divorced, Other-service, Not-in-family, White, Male,0,0,45, United-States, <=50K -50, Private,283281, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, <=50K -58, Private,214502, 9th,5, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,50, United-States, >50K -41, Private,69333, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -28, Private,190060, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -53, Private,95864, HS-grad,9, Never-married, Adm-clerical, Other-relative, White, Male,0,0,35, United-States, <=50K -71,,144872, Some-college,10, Married-civ-spouse,, Husband, White, Male,6514,0,40, United-States, >50K -17,,275778, 9th,5, Never-married,, Own-child, White, Female,0,0,25, Mexico, <=50K -45, Private,27332, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -23, Private,24395, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Female,0,0,30, United-States, <=50K -25, Private,330695, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -40, Self-emp-not-inc,171615, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,35, United-States, >50K -28, Private,116372, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,60, United-States, <=50K -27, Private,38599, 12th,8, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -19, Local-gov,202184, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,15, United-States, <=50K -24, Private,315303, HS-grad,9, Never-married, Handlers-cleaners, Own-child, Black, Male,0,0,25, United-States, <=50K -38, Private,103456, Bachelors,13, Separated, Prof-specialty, Unmarried, White, Male,0,0,40, United-States, <=50K -24, State-gov,163480, Masters,14, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -18, Private,317425, 11th,7, Never-married, Other-service, Own-child, Black, Male,0,0,7, United-States, <=50K -58, Private,216941, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -35, Private,116541, Masters,14, Never-married, Prof-specialty, Own-child, White, Male,0,0,44, United-States, >50K -43, Private,186396, 9th,5, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,20, United-States, <=50K -45, Private,273194, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,3137,0,35, United-States, <=50K -24, Private,385540, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, Mexico, <=50K -63, Private,201631, 9th,5, Married-civ-spouse, Farming-fishing, Husband, Black, Male,0,0,40, United-States, <=50K -40, Private,439919, 9th,5, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Mexico, <=50K -21, Private,182117, Bachelors,13, Never-married, Other-service, Other-relative, White, Male,0,0,20, United-States, <=50K -20, State-gov,334113, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,184837, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,7298,0,40, United-States, >50K -49,,228372, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,20, United-States, >50K -47, Federal-gov,211123, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -48, Self-emp-inc,38819, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,36, United-States, <=50K -61, Private,162391, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,1651,40, United-States, <=50K -23,,302836, Assoc-acdm,12, Married-civ-spouse,, Husband, White, Male,0,0,40, El-Salvador, <=50K -35, State-gov,89040, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -46, Private,264210, Some-college,10, Married-civ-spouse, Farming-fishing, Wife, White, Female,0,0,20, United-States, <=50K -18, Private,87157, 12th,8, Never-married, Other-service, Own-child, White, Male,0,0,25, United-States, <=50K -28, Self-emp-not-inc,398918, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, >50K -62,,123612, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,4, United-States, <=50K -20, Private,155818, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -28, Private,243660, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -57, Private,134195, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -56, Private,238638, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,159929, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -19, Private,198668, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -29, Private,215504, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,158002, Some-college,10, Never-married, Craft-repair, Other-relative, White, Male,0,0,55, Ecuador, <=50K -53, Local-gov,35305, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,0,57, United-States, <=50K -25, Private,195994, 1st-4th,2, Never-married, Priv-house-serv, Not-in-family, White, Female,0,0,40, Guatemala, <=50K -44, State-gov,321824, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,38, United-States, <=50K -22, Private,180449, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,28, United-States, <=50K -40, Private,201764, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -25, Private,250038, Assoc-voc,11, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40,, <=50K -30, Self-emp-not-inc,226535, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, Mexico, <=50K -51, Private,136121, Assoc-voc,11, Divorced, Adm-clerical, Unmarried, White, Female,0,0,38, United-States, <=50K -17, Private,47199, 11th,7, Never-married, Priv-house-serv, Own-child, White, Female,0,0,24, United-States, <=50K -46, Local-gov,215895, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -50, State-gov,24647, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -34, Private,734193, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, <=50K -42,,321086, Masters,14, Married-civ-spouse,, Husband, White, Male,0,0,50, United-States, <=50K -41, Federal-gov,192589, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,326283, Bachelors,13, Never-married, Other-service, Unmarried, Other, Male,0,0,40, United-States, <=50K -32, Private,207284, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -47, Private,109089, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,70, United-States, <=50K -50, Private,274528, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -77, Private,142646, 7th-8th,4, Widowed, Priv-house-serv, Unmarried, White, Female,0,0,23, United-States, <=50K -33, Private,180859, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -47, Self-emp-inc,188610, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,48, United-States, <=50K -64, Private,169604, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,260560, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -34, Local-gov,188245, HS-grad,9, Never-married, Prof-specialty, Unmarried, Black, Female,0,0,35, United-States, <=50K -67, Local-gov,103315, Masters,14, Never-married, Exec-managerial, Other-relative, White, Female,15831,0,72, United-States, >50K -37, Local-gov,52465, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -34, Private,737315, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -22,,195143, Some-college,10, Never-married,, Own-child, White, Female,0,0,29, United-States, <=50K -50, Self-emp-not-inc,219420, Doctorate,16, Divorced, Sales, Not-in-family, White, Male,0,0,64, United-States, <=50K -60, Private,198170, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -46, Local-gov,183168, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,0,43, United-States, <=50K -44, Private,196545, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,7298,0,40, United-States, >50K -43, Private,168412, HS-grad,9, Married-civ-spouse, Sales, Other-relative, White, Female,0,0,44, Poland, <=50K -48, Private,174386, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, El-Salvador, >50K -36, Private,544686, HS-grad,9, Never-married, Adm-clerical, Other-relative, White, Female,2907,0,40, Nicaragua, <=50K -48, Private,95661, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,43, United-States, <=50K -37, Private,468713, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,169112, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -52, Private,74024, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -27, Private,110622, 5th-6th,3, Never-married, Sales, Own-child, Asian-Pac-Islander, Female,0,0,20, Vietnam, <=50K -43, Local-gov,33331, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -23, Private,181557, HS-grad,9, Never-married, Other-service, Own-child, Black, Male,0,0,25, United-States, <=50K -66, Private,142624, Assoc-acdm,12, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,5556,0,40, Yugoslavia, >50K -37, Self-emp-not-inc,192251, 10th,6, Married-civ-spouse, Other-service, Wife, White, Female,2635,0,40, United-States, <=50K -35, Private,146091, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -42, Local-gov,174575, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,5178,0,40, United-States, >50K -49, Private,200949, 10th,6, Never-married, Other-service, Unmarried, White, Female,0,0,38, Peru, <=50K -51, Local-gov,201560, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -71, Federal-gov,149386, HS-grad,9, Widowed, Exec-managerial, Not-in-family, White, Male,0,0,9, United-States, <=50K -50, Local-gov,168672, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,1902,40, United-States, >50K -63, Private,38352, HS-grad,9, Widowed, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -41, State-gov,180272, Masters,14, Never-married, Prof-specialty, Own-child, White, Female,0,0,35, United-States, <=50K -24, State-gov,275421, Some-college,10, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,40, United-States, <=50K -41, Local-gov,173051, Some-college,10, Divorced, Other-service, Unmarried, White, Female,0,0,45, United-States, <=50K -33, Local-gov,167474, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -42, Local-gov,267138, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -23, Private,135138, Bachelors,13, Never-married, Sales, Own-child, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -49, Private,218357, Assoc-voc,11, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,38, United-States, <=50K -28, Self-emp-not-inc,107236, 12th,8, Married-civ-spouse, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -31, Private,138416, 5th-6th,3, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,56, Mexico, <=50K -28, Private,154863, Bachelors,13, Never-married, Adm-clerical, Own-child, Black, Male,0,0,35, United-States, <=50K -37, Private,194004, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,25, United-States, <=50K -19, Private,339123, Some-college,10, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -51, Local-gov,548361, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,26, United-States, <=50K -25, Private,101812, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,0,41, United-States, <=50K -49, Self-emp-inc,127111, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -47, Private,171807, HS-grad,9, Divorced, Sales, Unmarried, White, Female,0,0,45, United-States, <=50K -48, Local-gov,40666, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -41, Local-gov,340682, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -32, Private,175052, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -26,,321629, HS-grad,9, Never-married,, Unmarried, White, Female,0,0,16, United-States, <=50K -46, Private,154405, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,0,0,40, United-States, <=50K -17, Private,108402, 10th,6, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -34, Private,346275, 11th,7, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,43, United-States, <=50K -44, Private,42476, HS-grad,9, Never-married, Adm-clerical, Other-relative, White, Female,0,0,30, United-States, <=50K -23, Private,161708, Assoc-acdm,12, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -35, Private,70447, Some-college,10, Never-married, Prof-specialty, Unmarried, Asian-Pac-Islander, Male,4650,0,20, United-States, <=50K -30, Private,189759, Bachelors,13, Never-married, Transport-moving, Not-in-family, White, Male,4865,0,40, United-States, <=50K -65,,137354, Some-college,10, Married-civ-spouse,, Husband, Asian-Pac-Islander, Male,0,0,20, United-States, <=50K -34, Private,250724, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, Jamaica, <=50K -34, Federal-gov,149368, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -39, Private,154641, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,38309, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Husband, White, Male,2407,0,40, United-States, <=50K -53, Local-gov,202733, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,70, United-States, >50K -34, Private,56150, 11th,7, Never-married, Transport-moving, Unmarried, White, Male,0,0,40, United-States, <=50K -21, Private,260254, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -53, Private,108083, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,45, United-States, <=50K -54, Self-emp-not-inc,71344, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, >50K -32, Private,174215, Some-college,10, Divorced, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -39, State-gov,114366, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,35, United-States, <=50K -39, Private,158962, Some-college,10, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -29, Private,179498, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, Germany, <=50K -29, Private,31935, HS-grad,9, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -43, Private,149909, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,42, United-States, >50K -20,,58740, Some-college,10, Never-married,, Own-child, White, Male,0,0,15, United-States, <=50K -39, Private,216552, Masters,14, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -45, Private,255348, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -36, Private,176050, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -71,,125101, Assoc-voc,11, Widowed,, Not-in-family, White, Female,0,0,40, United-States, <=50K -62,,197286, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -43, Local-gov,337469, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,594,0,20, Mexico, <=50K -31, Private,159737, HS-grad,9, Never-married, Sales, Unmarried, Black, Female,0,0,58, United-States, <=50K -39, Private,316211, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -32, Private,127610, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,1902,32, United-States, >50K -45, Local-gov,556652, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, >50K -19, Private,265576, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,50, United-States, <=50K -43, Private,347653, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,48, United-States, >50K -32, Private,62374, Assoc-voc,11, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -43, Self-emp-not-inc,170230, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,60, United-States, <=50K -34, Private,203051, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,27, United-States, <=50K -66, Self-emp-inc,115880, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,167735, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1887,40, United-States, >50K -46, Self-emp-inc,181413, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, <=50K -23, Private,185554, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -41, Private,350387, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, >50K -63, Private,225102, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,0,0,40,, <=50K -55, Private,105582, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,3103,0,40, United-States, >50K -35, Self-emp-not-inc,350247, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -28, Private,150025, 9th,5, Never-married, Craft-repair, Not-in-family, White, Male,0,0,50,, >50K -37, Private,107737, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, >50K -63,,334741, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,20, United-States, <=50K -43, Private,115562, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,42, United-States, >50K -30, Self-emp-not-inc,131584, Assoc-voc,11, Never-married, Craft-repair, Own-child, White, Male,0,0,60, United-States, <=50K -36, Local-gov,95855, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,60, United-States, >50K -54, Private,391016, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -36, Federal-gov,51089, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,50, United-States, >50K -78, Self-emp-inc,188044, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,2392,40, United-States, >50K -77, Private,117898, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -28, Private,70240, HS-grad,9, Married-spouse-absent, Other-service, Not-in-family, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -39, Self-emp-not-inc,187693, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,72, United-States, >50K -37, Private,341672, Bachelors,13, Separated, Tech-support, Not-in-family, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -34, Private,208043, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,7298,0,45, United-States, >50K -22, Local-gov,289982, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,35, United-States, <=50K -54, Private,76344, Bachelors,13, Never-married, Other-service, Not-in-family, White, Female,0,0,50, United-States, <=50K -21, Private,200973, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -36, Private,111377, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -62, Self-emp-not-inc,136684, HS-grad,9, Widowed, Adm-clerical, Other-relative, White, Female,0,0,30, United-States, <=50K -40, Private,176716, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -47, Self-emp-not-inc,166894, Some-college,10, Divorced, Prof-specialty, Unmarried, Black, Female,0,0,40, United-States, <=50K -38, Private,243872, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,70, United-States, >50K -28, Private,155621, 5th-6th,3, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, Columbia, <=50K -46, Private,102597, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -22, Private,60331, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,35, United-States, <=50K -37, Private,75024, HS-grad,9, Divorced, Sales, Unmarried, White, Female,0,0,25, Canada, <=50K -69, Private,174474, 10th,6, Separated, Machine-op-inspct, Not-in-family, White, Female,0,0,28, Peru, <=50K -43, Private,145441, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -53, Private,83434, Bachelors,13, Never-married, Other-service, Not-in-family, Asian-Pac-Islander, Female,0,0,21, Japan, >50K -20, Private,691830, HS-grad,9, Never-married, Sales, Own-child, Black, Female,0,0,35, United-States, <=50K -22, Private,189203, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -48, Private,115784, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,44, United-States, <=50K -40, Federal-gov,280167, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -68,,407338, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,20, United-States, <=50K -39, Private,52978, Some-college,10, Divorced, Other-service, Not-in-family, White, Female,0,1721,55, United-States, <=50K -57, Private,169329, HS-grad,9, Married-civ-spouse, Tech-support, Husband, Black, Male,0,1887,40, Trinadad&Tobago, >50K -23, Private,315065, 10th,6, Never-married, Other-service, Unmarried, White, Male,0,0,60, Mexico, <=50K -25, Local-gov,167835, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,38, United-States, >50K -22, Private,63105, HS-grad,9, Never-married, Prof-specialty, Own-child, Black, Male,0,0,40, United-States, <=50K -23, Private,520775, 12th,8, Never-married, Priv-house-serv, Own-child, White, Male,0,0,30, United-States, <=50K -41, Local-gov,47902, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -25, Private,145434, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,25, United-States, <=50K -58, Private,56392, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,162312, HS-grad,9, Divorced, Sales, Not-in-family, Asian-Pac-Islander, Male,0,0,45, Japan, <=50K -28, Private,204074, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,48, United-States, <=50K -19, Private,99246, 11th,7, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,25, United-States, <=50K -44, Private,102085, Some-college,10, Divorced, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -68, Private,168794, Preschool,1, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,10, United-States, <=50K -33, State-gov,332379, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -24, Private,233419, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -44, Self-emp-not-inc,57233, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -38, Private,192337, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,40, United-States, >50K -31, Private,442429, HS-grad,9, Separated, Craft-repair, Unmarried, White, Female,0,0,40, Mexico, <=50K -29, Private,369114, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -65, Private,261334, 9th,5, Widowed, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -55, Private,160303, HS-grad,9, Widowed, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -49, Private,50474, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,321577, HS-grad,9, Never-married, Machine-op-inspct, Own-child, Black, Female,0,0,40, United-States, <=50K -41, Private,29591, HS-grad,9, Divorced, Sales, Not-in-family, White, Male,0,0,30, United-States, <=50K -33, Self-emp-not-inc,334744, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -22, Self-emp-not-inc,269474, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -41, Private,287306, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,40, United-States, >50K -66, Private,33619, HS-grad,9, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,4, United-States, <=50K -38, Private,149347, Some-college,10, Divorced, Sales, Not-in-family, White, Male,0,0,60, United-States, <=50K -43, Private,96249, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,42, United-States, >50K -40, Local-gov,370502, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, Mexico, <=50K -32, Private,188246, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -30, Private,167558, HS-grad,9, Never-married, Sales, Unmarried, White, Female,0,0,35, Mexico, <=50K -35, Private,292185, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,101593, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,50, United-States, >50K -33, Local-gov,70164, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Amer-Indian-Eskimo, Male,0,0,60, United-States, <=50K -36, Private,269722, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -33, Self-emp-not-inc,175502, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -53, Private,233165, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -27, Private,177351, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,45, United-States, <=50K -22, Private,212114, Bachelors,13, Never-married, Handlers-cleaners, Own-child, White, Female,0,0,15, United-States, <=50K -26, Private,288959, HS-grad,9, Married-civ-spouse, Sales, Husband, Black, Male,0,0,36, United-States, <=50K -64, Private,231619, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,21, United-States, <=50K -48, Private,146919, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,45, United-States, <=50K -23, Private,388811, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -26, Private,243560, Some-college,10, Never-married, Sales, Unmarried, White, Female,0,0,40,, <=50K -35, Self-emp-not-inc,98360, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -46, Private,369538, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -65, Self-emp-not-inc,31740, Some-college,10, Widowed, Exec-managerial, Unmarried, White, Female,0,0,45, United-States, <=50K -53, Private,223660, HS-grad,9, Widowed, Machine-op-inspct, Not-in-family, White, Male,6849,0,40, United-States, <=50K -18, Private,333611, 5th-6th,3, Never-married, Other-service, Other-relative, White, Male,0,0,54, Mexico, <=50K -34, Self-emp-not-inc,108247, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, >50K -28, Private,76129, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, White, Female,0,0,40, Guatemala, <=50K -37, Private,91711, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -61,,166855, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,10, United-States, <=50K -59, Private,182062, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,5013,0,40, United-States, <=50K -32, Private,252752, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Female,13550,0,60, United-States, >50K -31, Private,43953, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,35, United-States, <=50K -25, Local-gov,84224, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -81, Private,100675, 1st-4th,2, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,15, Poland, <=50K -47, Private,155509, HS-grad,9, Separated, Other-service, Other-relative, Black, Female,0,0,35, United-States, <=50K -39, Private,29814, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,241805, Some-college,10, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,30, United-States, <=50K -44, Private,214838, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, >50K -37, Private,240810, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -41, Private,154076, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,50, United-States, >50K -27,,175552, 5th-6th,3, Married-civ-spouse,, Wife, White, Female,0,0,40, Mexico, <=50K -55, Private,170287, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, Poland, >50K -60, Private,145995, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -22, Private,433669, Assoc-acdm,12, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,36,, <=50K -23, Private,233626, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,25, United-States, <=50K -19, Private,607799, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,60, United-States, <=50K -45, Private,88500, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,44, United-States, >50K -36, Private,127809, HS-grad,9, Separated, Other-service, Unmarried, Black, Female,0,0,30, United-States, <=50K -46, Private,243743, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -48, Private,177211, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -39, Self-emp-not-inc,231180, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,50, United-States, <=50K -29, Private,253856, Bachelors,13, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,20, United-States, <=50K -39, Private,177075, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -26, Private,152855, HS-grad,9, Never-married, Exec-managerial, Own-child, Other, Female,0,0,40, Mexico, <=50K -37, Private,191137, Assoc-acdm,12, Divorced, Prof-specialty, Unmarried, White, Male,0,0,25, United-States, <=50K -49, Private,255559, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -27, Private,169815, Bachelors,13, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -28, Private,221215, 10th,6, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,40, Mexico, <=50K -35, Private,270059, Some-college,10, Divorced, Sales, Unmarried, White, Female,0,0,30, United-States, <=50K -54,,31588, HS-grad,9, Married-civ-spouse,, Husband, White, Male,2635,0,40, United-States, <=50K -17, Private,345403, 10th,6, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -18, Private,194897, HS-grad,9, Never-married, Handlers-cleaners, Own-child, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -33, Private,388741, Some-college,10, Never-married, Adm-clerical, Unmarried, Other, Female,0,0,38, United-States, <=50K -33, Private,355856, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, Asian-Pac-Islander, Male,0,0,60, United-States, <=50K -51, Private,122109, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,35, United-States, <=50K -49, Private,75673, HS-grad,9, Never-married, Adm-clerical, Own-child, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -49, Self-emp-inc,141058, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Male,0,2339,50, United-States, <=50K -41, Private,47902, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,35, United-States, >50K -64, Private,221343, 1st-4th,2, Divorced, Priv-house-serv, Not-in-family, White, Female,0,0,12, United-States, <=50K -40, Private,255675, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -49, Federal-gov,203505, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -23, Private,125106, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -34, Private,139890, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -38, Private,76878, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,5178,0,40, United-States, >50K -47, Self-emp-not-inc,28035, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,86, United-States, <=50K -30, Private,43953, HS-grad,9, Never-married, Adm-clerical, Other-relative, White, Female,0,1974,40, United-States, <=50K -36, Private,163237, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -23, Local-gov,55890, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -47, Self-emp-not-inc,255934, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,80, United-States, <=50K -61, Private,168654, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, Canada, <=50K -47, Self-emp-not-inc,39986, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -56, Private,208451, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -20, Private,206681, 12th,8, Never-married, Sales, Not-in-family, White, Female,0,0,55, United-States, <=50K -33, Private,117779, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,46, United-States, >50K -36, Self-emp-not-inc,129150, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, >50K -38,,177273, HS-grad,9, Married-civ-spouse,, Wife, White, Female,0,0,35, United-States, <=50K -34, Local-gov,226443, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -56, Private,146326, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -32, Private,187901, Assoc-voc,11, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,23, United-States, <=50K -26, Private,97153, Assoc-acdm,12, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,5178,0,40, United-States, >50K -49, Private,188694, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, >50K -71, Private,187493, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -19, Private,212468, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,15, United-States, <=50K -20, Private,84726, Some-college,10, Never-married, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -42, Private,137907, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,35, United-States, <=50K -51, Private,34361, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,20, United-States, >50K -38, Private,254114, Some-college,10, Married-spouse-absent, Prof-specialty, Own-child, Black, Female,0,0,40, United-States, <=50K -38, Private,170174, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -35, Self-emp-not-inc,190895, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,25, United-States, <=50K -24, Local-gov,317443, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, Black, Female,0,0,40, United-States, <=50K -40, Private,375603, HS-grad,9, Divorced, Adm-clerical, Unmarried, Black, Male,0,0,40, United-States, <=50K -21, Private,203076, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,35, United-States, <=50K -49, Private,53893, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -18,,171748, Some-college,10, Never-married,, Own-child, Black, Female,0,0,24, United-States, <=50K -54, Private,167770, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,55, United-States, >50K -52, Private,204584, Bachelors,13, Married-spouse-absent, Exec-managerial, Not-in-family, White, Female,0,0,42, United-States, <=50K -27, Private,660870, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,60, United-States, <=50K -20, Private,105686, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -38,,70282, Masters,14, Married-civ-spouse,, Wife, Black, Female,15024,0,2, United-States, >50K -31, Private,148607, Some-college,10, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -25, Private,255849, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -19, Federal-gov,255921, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,20, England, <=50K -33, Private,113326, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -23, Private,440456, Bachelors,13, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -34, Private,105493, Masters,14, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -42, Private,259757, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Male,0,653,50, United-States, >50K -37, Local-gov,89491, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -25, Private,171818, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -40, Private,51151, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -33, Self-emp-not-inc,188957, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -31, Private,97933, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -32, Self-emp-inc,195447, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -63,,46907, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,8, United-States, >50K -54, Self-emp-inc,383365, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,70, United-States, >50K -32, Self-emp-not-inc,203408, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,44, United-States, <=50K -29, Local-gov,148182, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, <=50K -26, Local-gov,211497, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -39, Self-emp-not-inc,48063, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -57, Private,211804, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,3103,0,50, United-States, >50K -54, Private,185407, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -57, Private,225927, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -23, Federal-gov,314525, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -27, Self-emp-not-inc,208577, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -42, Private,222884, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,55, United-States, >50K -31, Private,209538, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -49, Local-gov,177114, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,60, United-States, <=50K -50, Private,173754, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -46, Local-gov,121370, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,30, United-States, <=50K -37, Private,67125, HS-grad,9, Divorced, Sales, Not-in-family, White, Male,0,0,60, United-States, <=50K -26, Private,67240, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,198346, Bachelors,13, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,35, United-States, <=50K -24, Private,141003, Some-college,10, Never-married, Exec-managerial, Own-child, White, Male,0,0,25, United-States, <=50K -24, Self-emp-inc,60668, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -29, Private,104256, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,34, United-States, <=50K -47, Private,131002, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -33, Self-emp-not-inc,155151, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,1740,50, United-States, <=50K -26, Private,177720, Assoc-acdm,12, Divorced, Prof-specialty, Unmarried, White, Female,0,0,45, United-States, <=50K -20, Private,39615, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -25, Private,203871, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,1887,40, United-States, >50K -57, State-gov,25045, Bachelors,13, Divorced, Adm-clerical, Unmarried, White, Male,2174,0,37, United-States, <=50K -36, Private,112264, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -25, Private,169100, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -46, Private,155659, Bachelors,13, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Germany, >50K -39, Private,291665, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,4508,0,24, United-States, <=50K -29, Private,224215, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -18, Private,270502, 11th,7, Never-married, Exec-managerial, Own-child, White, Female,0,0,20, United-States, <=50K -46, Private,125487, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -61, Private,51385, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -41, Private,112763, HS-grad,9, Widowed, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -50, Private,108926, Some-college,10, Divorced, Machine-op-inspct, Not-in-family, Black, Female,0,0,40, United-States, <=50K -53, Private,366957, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,99999,0,50, India, >50K -36, Local-gov,109766, Bachelors,13, Never-married, Protective-serv, Not-in-family, White, Male,0,0,60, United-States, <=50K -38, Private,226106, Some-college,10, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -75, Self-emp-not-inc,92792, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,35, United-States, <=50K -26, Private,186950, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -44, Private,230478, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -25, Private,231638, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -31, Private,120461, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -49, Private,33673, 12th,8, Never-married, Transport-moving, Not-in-family, Asian-Pac-Islander, Male,0,0,35, United-States, <=50K -34, Private,191385, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,48, United-States, <=50K -31, Self-emp-not-inc,229946, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, Columbia, <=50K -47, Self-emp-not-inc,160131, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -38, Private,190895, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,50, United-States, >50K -18, Private,126021, HS-grad,9, Never-married, Craft-repair, Own-child, White, Female,0,0,20, United-States, <=50K -47, Private,27815, 9th,5, Divorced, Other-service, Not-in-family, White, Female,0,1719,30, United-States, <=50K -42, Private,203542, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -29, Private,144592, Bachelors,13, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -38, Local-gov,223004, Some-college,10, Divorced, Protective-serv, Not-in-family, White, Male,0,0,75, United-States, <=50K -22, Private,183257, Some-college,10, Never-married, Sales, Own-child, Black, Female,0,0,20, United-States, <=50K -32, Private,172714, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -20, Private,131611, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,48, United-States, <=50K -41, Private,253060, Prof-school,15, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -46, Private,471990, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,46, United-States, >50K -44, Private,138966, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,38, United-States, <=50K -35, Private,385412, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -18,,184101, Some-college,10, Never-married,, Own-child, White, Male,0,0,25, United-States, <=50K -60, Private,103344, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,15024,0,40, United-States, >50K -36, Local-gov,135786, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,25, United-States, <=50K -30, Private,227359, Some-college,10, Never-married, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -40, State-gov,86912, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -21, Private,83033, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,2176,0,20, United-States, <=50K -25, Private,172581, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -56, State-gov,274111, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Male,0,1669,40, United-States, <=50K -42, Private,187795, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,99999,0,55, United-States, >50K -26, Private,483822, 7th-8th,4, Never-married, Handlers-cleaners, Unmarried, White, Male,0,0,40, Guatemala, <=50K -66, Self-emp-inc,220543, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -48, Private,152953, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,32, Dominican-Republic, <=50K -35, Private,239755, Some-college,10, Never-married, Sales, Unmarried, White, Male,0,0,50, United-States, <=50K -41, Private,177905, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -19, Private,200136, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -55, Self-emp-not-inc,111625, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -42, Self-emp-not-inc,336513, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,15024,0,60, United-States, >50K -45, Private,162915, Some-college,10, Divorced, Transport-moving, Not-in-family, White, Male,0,0,50, United-States, <=50K -29, Private,116662, Bachelors,13, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -42, Self-emp-not-inc,24763, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,40, United-States, >50K -65, Private,225580, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,20, United-States, <=50K -30, Private,169104, Assoc-acdm,12, Never-married, Other-service, Other-relative, Asian-Pac-Islander, Male,0,0,40, Vietnam, <=50K -43, Private,212894, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -61, Private,93997, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Italy, <=50K -22, Private,189924, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,50, United-States, <=50K -23, Private,274424, 11th,7, Separated, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -34, Private,188246, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,284211, HS-grad,9, Widowed, Prof-specialty, Unmarried, White, Female,0,0,35, United-States, <=50K -21, Private,198259, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,15, United-States, <=50K -31, Private,368517, Assoc-acdm,12, Never-married, Prof-specialty, Not-in-family, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -34, Private,168768, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,35, United-States, <=50K -33, Federal-gov,122220, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, Black, Female,0,0,40, United-States, >50K -32, Private,136204, Masters,14, Separated, Exec-managerial, Not-in-family, White, Male,0,2824,55, United-States, >50K -44, Private,175641, 11th,7, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -21, State-gov,173324, Some-college,10, Never-married, Other-service, Own-child, Black, Male,0,0,20, United-States, <=50K -75, Local-gov,31195, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,20, United-States, <=50K -55, Federal-gov,88876, Masters,14, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,60, United-States, >50K -43, Self-emp-not-inc,176069, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,16, United-States, <=50K -31, Private,215297, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -41, Private,198425, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -26, Local-gov,180957, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -23, Private,206129, Assoc-voc,11, Never-married, Craft-repair, Unmarried, Black, Female,0,0,40, United-States, <=50K -42, Federal-gov,65950, HS-grad,9, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -29, Private,197618, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -21, Private,185357, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,50, United-States, <=50K -28, Private,134890, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -64,,193043, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -35, Federal-gov,153633, Some-college,10, Never-married, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -65, Private,115890, Bachelors,13, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,20, United-States, <=50K -34, Private,394447, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,2463,0,50, France, <=50K -58, Private,343957, Bachelors,13, Divorced, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -63,,247986, Prof-school,15, Married-civ-spouse,, Husband, White, Male,0,0,30, United-States, >50K -50, Private,238959, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,99999,0,60,, >50K -59, Private,159048, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -46, Private,423222, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,40, United-States, >50K -30, Private,89735, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -28, Private,31778, Bachelors,13, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -51,,157327, 5th-6th,3, Married-civ-spouse,, Husband, Black, Male,0,0,8, United-States, <=50K -47, Private,233511, Masters,14, Divorced, Sales, Not-in-family, White, Male,27828,0,60, United-States, >50K -30, Private,327112, Bachelors,13, Divorced, Sales, Not-in-family, White, Male,0,1564,40, United-States, >50K -34, Private,236543, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -51, State-gov,194475, Some-college,10, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -41, Private,303510, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -57, Private,171242, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -28, Self-emp-not-inc,39388, Assoc-voc,11, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -62, Local-gov,197218, HS-grad,9, Widowed, Other-service, Not-in-family, White, Female,0,0,18, United-States, <=50K -22, State-gov,151991, Some-college,10, Never-married, Tech-support, Own-child, White, Male,0,0,20, United-States, <=50K -38, Private,374524, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -34,,267352, 11th,7, Never-married,, Not-in-family, White, Male,0,0,30, United-States, <=50K -45, Local-gov,364563, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -37, Private,186035, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, <=50K -21, Private,47541, HS-grad,9, Divorced, Machine-op-inspct, Other-relative, White, Male,0,0,40, United-States, <=50K -49, Private,151107, HS-grad,9, Never-married, Craft-repair, Not-in-family, Black, Male,0,0,40, United-States, <=50K -24, Private,500509, HS-grad,9, Never-married, Other-service, Own-child, Black, Male,0,0,40, United-States, <=50K -47, Private,138107, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,2258,40, United-States, >50K -20, Federal-gov,225515, Some-college,10, Never-married, Tech-support, Own-child, White, Female,0,0,24, United-States, <=50K -27, Private,153291, Prof-school,15, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,50, United-States, >50K -40, Private,169885, HS-grad,9, Separated, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -19,,112780, Some-college,10, Never-married,, Own-child, White, Female,0,0,30, United-States, <=50K -31, Local-gov,175778, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -43, Private,55213, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,1977,52, United-States, >50K -48, Private,38950, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,50, United-States, >50K -64, Self-emp-not-inc,65991, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,7298,0,45, United-States, >50K -39, Private,174330, HS-grad,9, Separated, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -50, Private,35224, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -52, Private,175622, Assoc-voc,11, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -44, Private,164678, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,45, United-States, <=50K -50,,87263, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,55, United-States, >50K -54, Private,163671, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,1887,65, United-States, >50K -17, Self-emp-not-inc,181317, 10th,6, Never-married, Farming-fishing, Own-child, White, Male,0,0,35, United-States, <=50K -33, Federal-gov,177945, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,40, United-States, <=50K -28, Private,47168, 10th,6, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,40, United-States, <=50K -39, Self-emp-not-inc,190023, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -33, Private,168782, Assoc-voc,11, Never-married, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -59, Private,175290, 7th-8th,4, Never-married, Other-service, Other-relative, White, Male,0,0,32, United-States, <=50K -74, Private,145463, 1st-4th,2, Widowed, Priv-house-serv, Not-in-family, Black, Female,0,0,15, United-States, <=50K -54, Private,159755, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -31, Private,113364, Assoc-acdm,12, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,55, United-States, <=50K -31, Private,487742, Some-college,10, Separated, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -20, Private,304710, Some-college,10, Never-married, Sales, Own-child, Asian-Pac-Islander, Female,0,0,20, United-States, <=50K -54, Local-gov,185846, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,40, United-States, >50K -42, Private,212894, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Husband, White, Male,2407,0,40, United-States, <=50K -57, Self-emp-not-inc,315460, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,36, United-States, <=50K -49, Private,135643, HS-grad,9, Widowed, Craft-repair, Unmarried, Asian-Pac-Islander, Female,0,0,40, South, <=50K -40, Private,220977, Doctorate,16, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,3103,0,40, India, >50K -19,,117444, HS-grad,9, Never-married,, Own-child, White, Male,0,0,30, United-States, <=50K -38, Private,202683, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -39, Private,164866, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,42, United-States, >50K -43, Private,191814, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,7688,0,50, United-States, >50K -32,,227160, Some-college,10, Divorced,, Not-in-family, White, Male,0,0,40, United-States, <=50K -57, Private,158077, Bachelors,13, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, United-States, <=50K -38, Private,191103, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,99, United-States, >50K -25, Private,193701, Bachelors,13, Never-married, Other-service, Not-in-family, White, Female,0,0,38, United-States, <=50K -40, Private,143046, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,45, United-States, <=50K -34, Private,206297, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,48, United-States, >50K -35, Self-emp-not-inc,188563, HS-grad,9, Divorced, Farming-fishing, Own-child, White, Male,0,0,50, United-States, <=50K -53, Private,35102, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,34, United-States, <=50K -21, Private,203055, Some-college,10, Never-married, Machine-op-inspct, Unmarried, White, Male,0,0,40, United-States, <=50K -43, Private,309932, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -43, Self-emp-not-inc,243432, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -22, Private,177107, Assoc-voc,11, Never-married, Prof-specialty, Unmarried, Black, Female,0,0,35, United-States, <=50K -64, Self-emp-not-inc,113929, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,35, United-States, <=50K -19,,291509, 12th,8, Never-married,, Own-child, White, Male,0,0,28, United-States, <=50K -40, Private,222011, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,3325,0,40, United-States, <=50K -34, Private,186824, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,70, United-States, <=50K -46, Private,192768, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -35, Private,234962, HS-grad,9, Never-married, Machine-op-inspct, Other-relative, White, Male,0,0,40, Mexico, <=50K -32, Private,83253, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -26, Private,248990, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -25, Private,346159, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -55, Private,272656, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,55, United-States, >50K -22, Private,60552, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -29, State-gov,33798, Some-college,10, Divorced, Adm-clerical, Own-child, White, Male,0,0,20, United-States, <=50K -38, Self-emp-not-inc,112158, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,99, United-States, <=50K -55, Private,200992, Some-college,10, Widowed, Other-service, Not-in-family, White, Female,0,0,35, United-States, <=50K -26, Private,98155, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -34, Self-emp-inc,79586, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Other, Male,0,0,60, United-States, <=50K -25, State-gov,143062, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -39, Private,101146, HS-grad,9, Divorced, Prof-specialty, Not-in-family, White, Female,4650,0,40, United-States, <=50K -18,,284450, 11th,7, Never-married,, Own-child, White, Male,0,0,25, United-States, <=50K -58, State-gov,159021, 9th,5, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -34, Local-gov,353270, Assoc-voc,11, Never-married, Craft-repair, Own-child, White, Female,0,0,40, United-States, <=50K -29, Self-emp-not-inc,162312, Some-college,10, Never-married, Exec-managerial, Own-child, Asian-Pac-Islander, Male,0,0,45, South, <=50K -49, State-gov,231961, Doctorate,16, Divorced, Prof-specialty, Unmarried, White, Male,0,0,50, United-States, >50K -38, Private,181943, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,35, United-States, <=50K -21, Private,163595, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,35, United-States, <=50K -28, Private,130856, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -42, Private,208875, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, El-Salvador, >50K -29, Self-emp-not-inc,58744, Assoc-acdm,12, Never-married, Other-service, Own-child, White, Male,0,0,60, United-States, <=50K -48, Private,116641, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,45, United-States, <=50K -40, Private,69333, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,320811, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -34, Private,197886, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -57, Self-emp-not-inc,253914, 1st-4th,2, Married-civ-spouse, Sales, Husband, White, Male,0,0,35, Mexico, <=50K -24, Private,89154, 9th,5, Never-married, Other-service, Not-in-family, White, Male,0,0,40, El-Salvador, <=50K -32, Private,372317, 9th,5, Separated, Other-service, Unmarried, White, Female,0,0,23, Mexico, <=50K -18, Self-emp-not-inc,296090, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,48,, <=50K -39, Private,192614, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,56, United-States, <=50K -39, Private,403489, 11th,7, Divorced, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -18, Private,169652, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,12, United-States, <=50K -20, Private,217467, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -27,,162104, 9th,5, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -54, Private,175912, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -40, Self-emp-not-inc,179533, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,75, United-States, >50K -27, Private,149624, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,30, United-States, <=50K -27, Private,289147, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,40, United-States, <=50K -43, Federal-gov,347720, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Male,0,0,50, United-States, <=50K -22, Private,406978, Bachelors,13, Never-married, Exec-managerial, Other-relative, White, Female,0,0,40, United-States, <=50K -17, Private,193199, 11th,7, Never-married, Sales, Unmarried, White, Female,0,0,12, Poland, <=50K -37, Self-emp-inc,163998, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -49, Private,173115, 10th,6, Separated, Exec-managerial, Not-in-family, Black, Male,4416,0,99, United-States, <=50K -33, Private,333701, Assoc-voc,11, Never-married, Other-service, Unmarried, Black, Male,0,0,40, United-States, <=50K -21, State-gov,48121, Some-college,10, Never-married, Exec-managerial, Own-child, White, Male,0,1602,10, United-States, <=50K -45, Private,186256, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -33, Private,104525, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,104097, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,2829,0,60, United-States, <=50K -71, Private,212806, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,36, United-States, <=50K -23, Local-gov,203353, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,45, United-States, <=50K -41, Private,130126, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,80, United-States, >50K -21,,270043, 10th,6, Never-married,, Unmarried, White, Female,0,0,30, United-States, <=50K -47, Private,218435, HS-grad,9, Married-spouse-absent, Sales, Unmarried, White, Female,0,0,20, Cuba, <=50K -30, Private,154120, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,65, United-States, <=50K -40, Private,193537, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, Dominican-Republic, <=50K -44, Private,84535, Some-college,10, Divorced, Sales, Unmarried, White, Female,0,0,48, United-States, <=50K -50, Private,150999, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,40, United-States, >50K -31, State-gov,157673, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -68, Private,217424, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,24, United-States, <=50K -45, Private,358886, 12th,8, Married-civ-spouse, Adm-clerical, Husband, White, Male,2407,0,50, United-States, <=50K -38, Private,186191, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -78, Self-emp-inc,212660, 11th,7, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,10, United-States, <=50K -31, Self-emp-inc,31740, Assoc-voc,11, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,55, United-States, <=50K -39, Private,498785, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -36, Self-emp-not-inc,35945, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,7298,0,45, United-States, >50K -46, Local-gov,162566, Masters,14, Divorced, Prof-specialty, Unmarried, White, Female,0,0,50, Canada, <=50K -30, Private,118861, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, Asian-Pac-Islander, Male,0,0,50, United-States, >50K -34, Private,206609, Some-college,10, Never-married, Sales, Unmarried, White, Male,0,0,35, United-States, <=50K -30, Federal-gov,423064, HS-grad,9, Separated, Adm-clerical, Other-relative, Black, Male,0,0,35, United-States, <=50K -47, Private,191957, Bachelors,13, Married-civ-spouse, Sales, Husband, Black, Male,0,0,40, United-States, >50K -40, Private,223934, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,17, United-States, >50K -62,,129246, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -44, Self-emp-not-inc,195486, HS-grad,9, Married-civ-spouse, Sales, Husband, Black, Male,0,0,70, Jamaica, <=50K -40, Private,114580, HS-grad,9, Divorced, Craft-repair, Other-relative, White, Female,0,0,40, Vietnam, <=50K -20, Private,119215, Some-college,10, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -45, Private,240554, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -55, Private,199067, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,42, United-States, >50K -51, Private,144084, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,40, United-States, <=50K -38, Private,358682, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -49, Local-gov,59612, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -49, State-gov,391585, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,40, United-States, >50K -30, Local-gov,101345, HS-grad,9, Separated, Other-service, Unmarried, White, Female,0,0,26, United-States, <=50K -20, Private,117618, Some-college,10, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -34, Private,231238, 9th,5, Separated, Farming-fishing, Unmarried, Black, Male,0,0,40, United-States, <=50K -42, Local-gov,143046, HS-grad,9, Widowed, Transport-moving, Unmarried, White, Female,0,0,40, United-States, <=50K -46, Private,326857, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,2415,65, United-States, >50K -43, Private,203642, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, >50K -62, Private,88579, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,38, United-States, <=50K -21, Private,240517, Some-college,10, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,70, United-States, <=50K -58, Local-gov,156649, 1st-4th,2, Widowed, Handlers-cleaners, Unmarried, Black, Male,0,0,40, United-States, <=50K -30, Private,143392, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -37, Private,365465, HS-grad,9, Separated, Craft-repair, Unmarried, White, Male,0,0,70, Philippines, <=50K -22, State-gov,264710, Bachelors,13, Never-married, Tech-support, Own-child, White, Female,0,0,40, United-States, <=50K -64, State-gov,223830, 9th,5, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,38, United-States, <=50K -42, Private,154374, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, >50K -43, State-gov,242521, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,124569, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -25, Private,209230, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,6, United-States, <=50K -21, Private,162228, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -45, Federal-gov,60267, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -55, Self-emp-not-inc,76901, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -24, Private,137876, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,50, United-States, <=50K -70, Self-emp-not-inc,347910, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,35, United-States, <=50K -27, Local-gov,138917, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,35, United-States, <=50K -34, Private,532379, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -57, Private,31532, Bachelors,13, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -37, Self-emp-not-inc,30973, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -52, Private,117295, 1st-4th,2, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -32, Private,295282, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, United-States, <=50K -42, Private,190786, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,246207, Bachelors,13, Never-married, Machine-op-inspct, Own-child, Black, Female,0,0,40, United-States, <=50K -50, Private,130780, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,0,0,40, United-States, <=50K -36, Private,186212, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -42, Private,175526, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,207025, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,6849,0,38, United-States, <=50K -39, Federal-gov,82622, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,45, United-States, <=50K -51, Private,199688, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,60,, >50K -38, State-gov,318886, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, Black, Male,0,0,52, United-States, <=50K -18, Private,256005, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -63, Self-emp-not-inc,217715, 5th-6th,3, Never-married, Sales, Not-in-family, White, Female,0,0,3, United-States, <=50K -50, Private,205803, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,15024,0,40, United-States, >50K -82, Self-emp-not-inc,240491, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Cuba, <=50K -33, Private,154120, HS-grad,9, Divorced, Handlers-cleaners, Own-child, White, Male,0,0,45, United-States, <=50K -37, Private,69251, Some-college,10, Married-civ-spouse, Transport-moving, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -24, Private,333505, HS-grad,9, Married-spouse-absent, Transport-moving, Own-child, White, Male,0,0,40, Peru, <=50K -31, Private,168521, Bachelors,13, Never-married, Exec-managerial, Unmarried, White, Female,0,0,50, United-States, <=50K -59, Private,193568, HS-grad,9, Divorced, Machine-op-inspct, Own-child, White, Female,0,0,40, United-States, <=50K -18, Private,426895, 12th,8, Never-married, Farming-fishing, Own-child, White, Male,0,0,55, United-States, <=50K -47, Self-emp-not-inc,131826, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -48, Private,79646, 11th,7, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -27, Private,167031, Bachelors,13, Never-married, Prof-specialty, Unmarried, Other, Female,0,0,33, United-States, <=50K -34, Private,73199, 11th,7, Never-married, Other-service, Own-child, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -50, Private,114056, Assoc-voc,11, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,84, United-States, <=50K -57, Self-emp-not-inc,110417, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,75, United-States, <=50K -60, Private,33266, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,154410, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -56,,154537, Some-college,10, Divorced,, Unmarried, White, Female,0,0,50, United-States, >50K -18, Private,27780, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,25, United-States, <=50K -26, Private,142914, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,75, United-States, <=50K -37, Private,190987, Some-college,10, Married-civ-spouse, Sales, Wife, White, Female,7298,0,40, United-States, >50K -20, Private,314422, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,30, United-States, <=50K -29, Local-gov,273771, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,45, United-States, <=50K -30, Private,175083, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,52, United-States, <=50K -21, Private,63665, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,15, United-States, <=50K -24, Local-gov,193416, Some-college,10, Never-married, Protective-serv, Own-child, White, Female,0,0,40, United-States, <=50K -51, Private,74275, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,122609, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -45, Private,225456, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,40, United-States, >50K -36, Local-gov,116892, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,196971, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,72, United-States, <=50K -20, Private,105312, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,35, United-States, <=50K -46, Private,108699, Some-college,10, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,60, United-States, <=50K -44, Private,171615, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, <=50K -39, Private,388023, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,38, United-States, <=50K -39, Private,181553, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,55, United-States, <=50K -45, Private,170850, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,44, United-States, >50K -28, Private,187479, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, <=50K -44, Private,277720, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,35, United-States, <=50K -48, Local-gov,493862, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, Black, Male,7298,0,38, United-States, >50K -27, Private,220754, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,70, United-States, <=50K -34, Self-emp-not-inc,209768, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,93225, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -28, Federal-gov,341709, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -25, Private,236242, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,30, United-States, <=50K -21, Private,121889, Some-college,10, Never-married, Sales, Own-child, Black, Female,0,0,20, United-States, <=50K -18, Private,318190, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,15, United-States, <=50K -63, Self-emp-not-inc,111306, 7th-8th,4, Widowed, Farming-fishing, Unmarried, White, Female,0,0,10, United-States, <=50K -18, Private,198614, 11th,7, Never-married, Sales, Own-child, Black, Female,0,0,8, United-States, <=50K -32, Private,193231, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -25,,104614, 11th,7, Never-married,, Unmarried, White, Female,0,0,40, United-States, <=50K -19, Private,172368, 11th,7, Never-married, Transport-moving, Own-child, White, Male,0,0,20, United-States, <=50K -23, Private,60331, Some-college,10, Never-married, Transport-moving, Not-in-family, White, Male,0,0,60, United-States, <=50K -38, Private,154568, Masters,14, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,40,, <=50K -36, Private,192939, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,60, United-States, >50K -43, Private,138184, HS-grad,9, Divorced, Other-service, Not-in-family, Black, Female,0,1762,35, United-States, <=50K -45, Private,238567, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, England, >50K -30, Private,208068, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Other, Male,0,0,40, Mexico, <=50K -46, Private,181810, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,4064,0,40, United-States, <=50K -24, Federal-gov,283918, Some-college,10, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,25, United-States, <=50K -42, Private,107276, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,0,2444,40, United-States, >50K -23, Private,37783, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -27, Private,263552, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,50, United-States, <=50K -48, Private,255439, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -31, Self-emp-inc,344275, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,44, United-States, <=50K -31, Private,70568, 1st-4th,2, Never-married, Other-service, Other-relative, White, Female,0,0,25, El-Salvador, <=50K -18, Private,127827, 12th,8, Never-married, Sales, Own-child, White, Female,0,0,25, United-States, <=50K -36, Private,185203, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -58, Private,123436, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,50, United-States, >50K -51, Self-emp-not-inc,136322, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,1579,40, United-States, <=50K -22, Private,187052, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -72, Private,177769, 10th,6, Married-civ-spouse, Sales, Husband, White, Male,0,0,15, United-States, <=50K -61, Private,68268, 10th,6, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,55, United-States, <=50K -42, Private,424855, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,3908,0,40, United-States, <=50K -37, Federal-gov,81853, HS-grad,9, Divorced, Prof-specialty, Unmarried, Asian-Pac-Islander, Female,0,0,40,, <=50K -30, Self-emp-inc,153549, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -40, Private,271393, Assoc-acdm,12, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -20, Private,198148, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -65, Private,469602, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,15, United-States, <=50K -36, Private,163290, Some-college,10, Divorced, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -37, Private,295949, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -33, Self-emp-not-inc,125279, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -64, Local-gov,182866, HS-grad,9, Widowed, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -61, Self-emp-not-inc,111563, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,20, United-States, >50K -38, Private,34173, Bachelors,13, Never-married, Sales, Unmarried, White, Female,0,0,45, United-States, <=50K -27, Private,183627, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,50, United-States, >50K -24, Private,197757, Bachelors,13, Never-married, Prof-specialty, Own-child, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -39, Private,98941, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, >50K -44, Private,205474, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -47, Private,206659, Some-college,10, Divorced, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -73,,191394, Prof-school,15, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -66, Private,244661, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -53, Private,47396, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,50, United-States, >50K -43, State-gov,270721, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -57, State-gov,32694, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -44, Private,171256, Assoc-acdm,12, Divorced, Machine-op-inspct, Own-child, White, Female,0,0,45, United-States, <=50K -59, Private,169982, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,2002,50, United-States, <=50K -52, Self-emp-not-inc,217210, HS-grad,9, Widowed, Other-service, Other-relative, Black, Female,0,0,40, United-States, <=50K -46, Private,218329, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -20, Private,386643, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -37, Federal-gov,125933, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -41, Self-emp-not-inc,155767, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -39, Federal-gov,432555, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,1628,40, United-States, <=50K -30, Private,54929, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, <=50K -59, Private,162136, Some-college,10, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,56, United-States, <=50K -22, Private,256504, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -40, Private,162098, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,30, United-States, <=50K -39, Self-emp-not-inc,103110, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -24, Private,227610, 10th,6, Divorced, Handlers-cleaners, Unmarried, White, Female,0,0,58, United-States, <=50K -63, Private,176696, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -51, Private,220019, Assoc-acdm,12, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -34, Self-emp-inc,242984, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -38, Private,187847, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -17, Private,132636, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,15, United-States, <=50K -20, Private,108887, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,25, United-States, <=50K -42, Self-emp-not-inc,195897, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,112181, Bachelors,13, Married-civ-spouse, Sales, Wife, White, Female,0,0,12, United-States, >50K -56, Local-gov,391926, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -17, Private,195505, 10th,6, Never-married, Sales, Own-child, White, Male,0,0,5, United-States, <=50K -31, Private,43819, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,7688,0,43, United-States, >50K -23, Private,145389, Some-college,10, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, United-States, <=50K -33,,186824, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -36, Local-gov,101833, Bachelors,13, Separated, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -37, Private,82283, 5th-6th,3, Married-civ-spouse, Other-service, Husband, Asian-Pac-Islander, Male,0,0,40,, <=50K -52, Private,99602, HS-grad,9, Separated, Craft-repair, Own-child, Black, Female,0,0,40, United-States, <=50K -28, Private,213276, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -59, Private,424468, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40,, <=50K -30, Private,176123, 10th,6, Never-married, Machine-op-inspct, Other-relative, Asian-Pac-Islander, Male,0,0,40, Vietnam, <=50K -32, Private,38797, Assoc-voc,11, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Private,101859, 7th-8th,4, Never-married, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -53, Private,87158, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -54, Self-emp-not-inc,205066, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,36, United-States, <=50K -26, Private,56929, Bachelors,13, Never-married, Exec-managerial, Not-in-family, Black, Male,0,0,50,, <=50K -34, Private,25322, Bachelors,13, Married-spouse-absent, Machine-op-inspct, Not-in-family, Asian-Pac-Islander, Male,0,2339,40,, <=50K -31, Private,87950, Assoc-voc,11, Divorced, Sales, Not-in-family, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -34, Private,150154, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -58, Private,142076, HS-grad,9, Divorced, Tech-support, Not-in-family, White, Male,4787,0,39, United-States, >50K -30, State-gov,112139, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -53, Private,149217, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Puerto-Rico, <=50K -27, Private,189974, Some-college,10, Divorced, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -23, Private,109199, 5th-6th,3, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, Mexico, <=50K -24, Private,190290, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -36, Private,189404, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,1977,35, United-States, >50K -33, Federal-gov,428271, HS-grad,9, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,35, United-States, <=50K -22, State-gov,134192, Some-college,10, Never-married, Tech-support, Own-child, White, Female,0,0,10, United-States, <=50K -47, Private,168211, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,44, United-States, <=50K -34, Private,277314, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, Black, Male,0,1902,50, United-States, >50K -44, Federal-gov,316120, Prof-school,15, Divorced, Prof-specialty, Unmarried, White, Male,0,0,40, United-States, >50K -41, Private,107276, Assoc-voc,11, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,45, United-States, <=50K -45,,112453, HS-grad,9, Separated,, Not-in-family, Asian-Pac-Islander, Male,0,0,4, United-States, <=50K -24, Private,346909, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,44, Mexico, <=50K -65,,105017, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -45, Private,317360, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,0,50, United-States, <=50K -23, Private,189017, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,55, United-States, <=50K -54, Private,138179, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,299813, 11th,7, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,37, Dominican-Republic, <=50K -45, Private,265083, 5th-6th,3, Divorced, Priv-house-serv, Unmarried, White, Female,0,0,35, Mexico, <=50K -50, Private,185846, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,184655, Assoc-acdm,12, Never-married, Other-service, Other-relative, White, Male,0,0,25, United-States, <=50K -24, Private,200295, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -42, Private,117319, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1672,40, United-States, <=50K -50, Private,63000, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -58, Self-emp-not-inc,106942, Some-college,10, Divorced, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -47, Private,52795, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,46, United-States, <=50K -37, Private,51264, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,99, France, >50K -37, Self-emp-not-inc,410919, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,35, United-States, <=50K -22, Private,105592, Assoc-acdm,12, Never-married, Transport-moving, Not-in-family, White, Male,0,0,45, United-States, <=50K -29, Self-emp-not-inc,183151, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,48, United-States, <=50K -45, Private,209912, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,40, India, >50K -49, Self-emp-not-inc,275845, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -44, Local-gov,241851, Assoc-voc,11, Married-civ-spouse, Transport-moving, Husband, White, Male,4386,0,40, United-States, >50K -72, Private,89299, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,16, United-States, <=50K -63, Self-emp-not-inc,106648, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,12, United-States, <=50K -26, Private,58426, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -58, Self-emp-not-inc,121912, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,42, United-States, <=50K -40, Private,170730, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -56, Private,257555, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -55, Self-emp-not-inc,51499, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,72, United-States, <=50K -28, Private,195000, Bachelors,13, Never-married, Sales, Other-relative, White, Female,0,0,45, United-States, <=50K -57, Private,108741, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, <=50K -37, Private,184964, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,45, United-States, >50K -44, Private,156815, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -31, Private,49325, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,121718, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, Germany, <=50K -18, Private,172076, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,25, United-States, <=50K -57, Self-emp-not-inc,327901, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -53, Local-gov,215990, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,35, United-States, <=50K -38, Private,210866, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,44, United-States, >50K -33, Private,322873, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,50, United-States, <=50K -42, Private,265698, Masters,14, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -70,,26990, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,60, United-States, <=50K -50, Private,177896, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -50, Private,189107, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,306830, Assoc-acdm,12, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, Nicaragua, <=50K -72, Federal-gov,39110, 11th,7, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,8, Canada, <=50K -33, Private,155475, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -47, Private,135803, HS-grad,9, Married-civ-spouse, Other-service, Husband, Asian-Pac-Islander, Male,0,0,25, Philippines, <=50K -48, Private,117849, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -64, Self-emp-not-inc,339321, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,24, United-States, >50K -19, Private,318822, 11th,7, Never-married, Priv-house-serv, Not-in-family, White, Female,0,0,35, United-States, <=50K -48, Private,174794, Assoc-voc,11, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -37, Private,204277, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,1848,48, United-States, >50K -55, Private,182460, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,15024,0,35, United-States, >50K -24, Private,193920, Masters,14, Never-married, Priv-house-serv, Not-in-family, White, Female,0,0,45,, <=50K -42, Federal-gov,91468, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -43, Private,106760, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,50, Canada, >50K -34, Private,375680, Assoc-acdm,12, Never-married, Craft-repair, Own-child, Black, Female,0,0,40, United-States, <=50K -55, Self-emp-inc,222615, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -22, Private,190968, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,76767, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,60, United-States, <=50K -50, Self-emp-not-inc,203098, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,35, United-States, <=50K -47, Local-gov,162187, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,1887,40, United-States, >50K -25, Private,242729, Bachelors,13, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -52, Private,253784, 11th,7, Divorced, Other-service, Unmarried, White, Female,0,0,20, United-States, <=50K -30, Private,206051, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -37, Self-emp-not-inc,181553, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -73, Self-emp-inc,80986, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,20, United-States, <=50K -50, Private,200783, 7th-8th,4, Divorced, Craft-repair, Not-in-family, White, Male,0,0,60, United-States, <=50K -34, Private,42596, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -24, Private,464502, Assoc-acdm,12, Never-married, Sales, Not-in-family, Black, Male,0,0,40,, <=50K -66, Private,205724, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,24, United-States, >50K -22, Private,446140, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,55, United-States, <=50K -69, Local-gov,32287, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,25, United-States, <=50K -23, Private,56774, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -55, Private,308118, Bachelors,13, Widowed, Machine-op-inspct, Unmarried, White, Female,0,0,40,, <=50K -35, Private,176279, Some-college,10, Widowed, Adm-clerical, Unmarried, White, Female,0,0,30, United-States, <=50K -20, Private,103277, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,35, United-States, <=50K -70, Self-emp-inc,225780, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,20, United-States, >50K -54, Private,154728, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,7688,0,40, United-States, >50K -34, Private,149943, HS-grad,9, Never-married, Other-service, Not-in-family, Asian-Pac-Islander, Male,0,0,40, Japan, <=50K -38, State-gov,22245, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -33, Private,93056, 7th-8th,4, Divorced, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -43, Private,270522, HS-grad,9, Separated, Other-service, Not-in-family, White, Female,0,0,26, United-States, <=50K -60, Self-emp-inc,123218, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -81, Self-emp-not-inc,123959, Bachelors,13, Widowed, Prof-specialty, Not-in-family, White, Female,0,1668,3, Hungary, <=50K -32, Self-emp-not-inc,103642, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, <=50K -34, Private,157747, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, <=50K -46, Self-emp-not-inc,154083, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,25, United-States, <=50K -30, State-gov,23037, Some-college,10, Never-married, Other-service, Own-child, Amer-Indian-Eskimo, Male,0,0,84, United-States, <=50K -23,,226891, HS-grad,9, Never-married,, Other-relative, Asian-Pac-Islander, Female,0,0,20, South, <=50K -29, Private,50028, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,138251, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -31, Private,369825, 7th-8th,4, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,25, United-States, <=50K -36, Federal-gov,44364, HS-grad,9, Never-married, Adm-clerical, Own-child, Black, Female,0,0,36, United-States, <=50K -23, Private,230704, Some-college,10, Never-married, Handlers-cleaners, Own-child, Black, Male,0,0,22, United-States, <=50K -35, Private,42044, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,30, United-States, <=50K -28, Local-gov,56340, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -33, State-gov,156015, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -40, Private,163434, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,85251, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, <=50K -38, Self-emp-inc,187411, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -47, Private,155124, Assoc-voc,11, Divorced, Prof-specialty, Not-in-family, White, Female,0,1669,40, United-States, <=50K -25, Private,396633, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, Black, Female,0,0,56, United-States, >50K -45, Private,182313, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,50, United-States, >50K -38, Private,52596, Some-college,10, Never-married, Adm-clerical, Own-child, Black, Female,0,0,40, United-States, <=50K -66,,260111, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, >50K -65, Local-gov,143570, Some-college,10, Never-married, Prof-specialty, Not-in-family, Black, Female,0,0,40, United-States, <=50K -30, Private,160634, Assoc-voc,11, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, >50K -54, Private,29909, 11th,7, Married-civ-spouse, Other-service, Wife, White, Female,0,0,43, United-States, <=50K -49, Private,94215, 12th,8, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -41, Self-emp-not-inc,151990, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,15, United-States, >50K -48, Federal-gov,188081, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -23, Private,218445, 5th-6th,3, Never-married, Priv-house-serv, Unmarried, White, Female,0,0,12, Mexico, <=50K -77, Private,235775, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,25, Cuba, <=50K -19, Private,98605, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -30, Private,188398, HS-grad,9, Married-spouse-absent, Adm-clerical, Not-in-family, White, Female,0,0,30, United-States, <=50K -41, Self-emp-inc,140365, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,55, United-States, >50K -35, Private,202950, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, Iran, >50K -20, Private,218215, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -66, Self-emp-inc,197816, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,10605,0,40, United-States, >50K -49, Private,147002, HS-grad,9, Never-married, Craft-repair, Unmarried, White, Female,0,0,40, Puerto-Rico, <=50K -52, Private,138497, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -24, Private,57711, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,35, United-States, >50K -50, Private,169925, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,15, United-States, <=50K -22, Private,72310, 11th,7, Never-married, Transport-moving, Not-in-family, White, Male,0,0,65, United-States, <=50K -19, Private,170800, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -39, Private,215095, 11th,7, Never-married, Prof-specialty, Unmarried, White, Female,0,0,30, Puerto-Rico, <=50K -45, Private,480717, Bachelors,13, Married-civ-spouse, Other-service, Husband, Asian-Pac-Islander, Male,0,0,38,, <=50K -61, Local-gov,34632, Bachelors,13, Divorced, Other-service, Not-in-family, White, Male,0,0,30, United-States, <=50K -45, Private,140664, Assoc-acdm,12, Divorced, Transport-moving, Not-in-family, White, Male,0,0,55, United-States, <=50K -36, Local-gov,177858, Bachelors,13, Married-civ-spouse, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -40, Private,160369, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,2415,45, United-States, >50K -38, Private,129102, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -52, Local-gov,278522, Some-college,10, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, <=50K -29, Federal-gov,124953, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,42, United-States, >50K -33, Private,63184, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K -40, Self-emp-not-inc,165815, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -34, Private,248584, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,55, United-States, <=50K -46, Local-gov,226871, Bachelors,13, Divorced, Protective-serv, Not-in-family, Black, Male,0,0,50, United-States, >50K -44, Private,267717, Masters,14, Married-civ-spouse, Craft-repair, Husband, White, Male,15024,0,45, United-States, >50K -19, Private,60367, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,13, United-States, <=50K -44, Private,134120, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -40, Private,95639, HS-grad,9, Never-married, Craft-repair, Not-in-family, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -20, Private,132053, Some-college,10, Never-married, Prof-specialty, Own-child, White, Female,0,0,2, United-States, <=50K -24, Private,138768, Assoc-acdm,12, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,30, United-States, <=50K -76, Private,203910, HS-grad,9, Widowed, Other-service, Not-in-family, White, Male,0,0,17, United-States, <=50K -20, Private,109952, HS-grad,9, Married-civ-spouse, Tech-support, Other-relative, White, Male,0,0,40, United-States, <=50K -33, Private,155781, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, >50K -31, Private,49398, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,159303, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -19, Private,248339, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,35, United-States, <=50K -29, Private,190539, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,1590,50, United-States, <=50K -30, Private,183620, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -48, Private,25468, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Male,99999,0,50, United-States, >50K -42, Private,201495, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,52221, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -54, Self-emp-inc,96460, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,60, United-States, >50K -42, Private,325353, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Husband, White, Male,7688,0,42, United-States, >50K -28, Self-emp-not-inc,176027, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,28, United-States, <=50K -42, Local-gov,266135, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,52, United-States, >50K -60, State-gov,194252, Masters,14, Married-civ-spouse, Exec-managerial, Wife, White, Female,3103,0,40, United-States, >50K -76,,164835, HS-grad,9, Widowed,, Not-in-family, White, Female,0,0,25, United-States, <=50K -21, Private,363192, Assoc-voc,11, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -29, Private,31360, Some-college,10, Never-married, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -43, Private,63503, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -44, Private,157614, HS-grad,9, Divorced, Sales, Own-child, White, Male,0,0,38, United-States, <=50K -45, Private,160647, Bachelors,13, Divorced, Adm-clerical, Unmarried, White, Female,4687,0,35, United-States, >50K -38, Private,363395, Some-college,10, Never-married, Sales, Unmarried, Black, Female,0,0,40, United-States, <=50K -28, Private,338376, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,50, United-States, >50K -29, Private,87523, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -20, Private,280714, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -49, Self-emp-inc,119565, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -36, Local-gov,171482, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,56, United-States, >50K -40, Self-emp-inc,49249, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -17, Private,331552, 12th,8, Never-married, Adm-clerical, Own-child, White, Female,0,0,30, United-States, <=50K -45, Private,174426, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,184105, Some-college,10, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,28, United-States, <=50K -29, Private,37933, Bachelors,13, Never-married, Exec-managerial, Unmarried, Black, Female,0,0,40, United-States, <=50K -57, Self-emp-not-inc,291529, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,4386,0,13, United-States, >50K -23, Private,376416, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -20, Private,263612, Some-college,10, Never-married, Adm-clerical, Own-child, Black, Female,0,0,40, Haiti, <=50K -23, Private,227471, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,24, United-States, <=50K -39, Private,191103, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -34, Private,35644, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -43, Self-emp-not-inc,227298, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,45, United-States, <=50K -25, State-gov,187508, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -40, Private,184378, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, Puerto-Rico, <=50K -52, Self-emp-not-inc,190333, HS-grad,9, Divorced, Farming-fishing, Not-in-family, White, Male,0,0,25, United-States, <=50K -48, Private,155372, HS-grad,9, Widowed, Machine-op-inspct, Unmarried, White, Female,0,0,36, United-States, <=50K -37, Private,259882, Assoc-voc,11, Never-married, Sales, Unmarried, Black, Female,0,0,6, United-States, <=50K -36, Private,217077, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -33, Private,103596, Assoc-voc,11, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -36, Local-gov,188236, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -24, Private,353010, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,10, United-States, <=50K -42, Local-gov,70655, HS-grad,9, Divorced, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Self-emp-inc,64874, Assoc-acdm,12, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -40, Federal-gov,219240, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,22, United-States, <=50K -50, Self-emp-inc,104849, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,40, India, <=50K -40, Private,173590, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -22, Private,412316, HS-grad,9, Never-married, Sales, Other-relative, Black, Male,0,0,40,, <=50K -57, Self-emp-inc,195835, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -51, Local-gov,170579, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -61, Federal-gov,230545, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Female,0,0,35, Puerto-Rico, <=50K -71, Private,162297, HS-grad,9, Widowed, Sales, Unmarried, White, Female,0,0,20, United-States, <=50K -47, Private,169549, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -38, Private,117528, Bachelors,13, Never-married, Other-service, Other-relative, White, Female,0,0,45, United-States, <=50K -25, Private,273876, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,65, United-States, <=50K -33, Private,529104, 11th,7, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,50, United-States, <=50K -40, State-gov,456110, 11th,7, Divorced, Transport-moving, Unmarried, White, Female,0,0,52, United-States, <=50K -39,,180868, 11th,7, Never-married,, Not-in-family, Black, Female,0,0,40, United-States, <=50K -29, Private,170301, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,2829,0,40, United-States, <=50K -33, Private,55717, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -46, Private,166181, Some-college,10, Never-married, Adm-clerical, Own-child, Black, Female,0,0,36, United-States, <=50K -24, Private,52242, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, United-States, >50K -28, Private,224629, Masters,14, Never-married, Exec-managerial, Not-in-family, Other, Male,0,0,30, Cuba, <=50K -20, Private,197997, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -34, Private,46144, Some-college,10, Divorced, Handlers-cleaners, Unmarried, White, Female,0,0,40, United-States, <=50K -34, State-gov,180871, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,55, United-States, <=50K -25, Private,212311, Some-college,10, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -36, Private,232874, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -61, Private,175999, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,177121, Some-college,10, Separated, Other-service, Not-in-family, White, Female,0,0,58, United-States, <=50K -57, Private,299358, HS-grad,9, Widowed, Other-service, Other-relative, White, Female,0,1719,25, United-States, <=50K -20,,326624, HS-grad,9, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -56, Private,129836, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,10, United-States, <=50K -24, Private,225515, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -60, Private,145664, Some-college,10, Divorced, Sales, Not-in-family, White, Female,0,0,48, United-States, <=50K -37, Private,151764, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -27, Private,183523, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -54, Private,257869, Some-college,10, Separated, Other-service, Not-in-family, White, Male,0,0,28, Columbia, <=50K -40, Private,73025, HS-grad,9, Married-civ-spouse, Other-service, Husband, Asian-Pac-Islander, Male,0,0,30, China, <=50K -18, Private,165532, 12th,8, Never-married, Other-service, Own-child, White, Male,0,0,15, United-States, <=50K -51, Federal-gov,140035, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -40, Self-emp-not-inc,325159, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,50, United-States, >50K -64, Federal-gov,161926, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,8, United-States, <=50K -24, Private,163665, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,2174,0,40, United-States, <=50K -33, Private,106938, HS-grad,9, Married-civ-spouse, Tech-support, Wife, Black, Female,0,0,38, United-States, <=50K -31, Private,97453, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -26, Local-gov,242464, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,3103,0,40, United-States, >50K -54, Private,155233, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,14084,0,40, United-States, >50K -31, Private,248653, 1st-4th,2, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,37, Mexico, <=50K -39, Private,59313, 12th,8, Married-spouse-absent, Transport-moving, Not-in-family, Black, Male,0,0,45,, <=50K -22, Private,141297, Some-college,10, Never-married, Tech-support, Own-child, White, Male,0,0,40, United-States, <=50K -31, Private,227325, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -68, Private,123653, 5th-6th,3, Separated, Other-service, Not-in-family, White, Male,0,0,12, Italy, <=50K -59, Federal-gov,176317, 10th,6, Divorced, Other-service, Not-in-family, White, Female,0,0,37, United-States, <=50K -35, Self-emp-not-inc,77146, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,2829,0,45, United-States, <=50K -25, Private,169124, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -23, Private,179413, HS-grad,9, Never-married, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -35, Private,180137, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Male,0,0,60, United-States, <=50K -17, State-gov,179319, 10th,6, Never-married, Other-service, Own-child, White, Male,0,0,30, United-States, <=50K -19, Private,45766, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,45, United-States, <=50K -53, Private,152810, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,55, United-States, >50K -59, Private,214052, 5th-6th,3, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -37, Private,201141, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,37, United-States, <=50K -74, Self-emp-not-inc,43599, HS-grad,9, Widowed, Other-service, Not-in-family, White, Male,0,0,20, United-States, <=50K -28, Private,292536, Some-college,10, Never-married, Transport-moving, Not-in-family, White, Male,0,0,50, United-States, <=50K -40, Private,82161, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Private,180656, Some-college,10, Married-spouse-absent, Craft-repair, Not-in-family, White, Male,0,0,40,, <=50K -20, Private,181370, Some-college,10, Never-married, Other-service, Own-child, Black, Male,0,0,40, United-States, <=50K -80, Private,148623, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,35, United-States, >50K -51, Private,84399, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, <=50K -17, Private,143331, 10th,6, Never-married, Sales, Own-child, White, Male,0,0,15, United-States, <=50K -37, Federal-gov,48779, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -19,,175495, HS-grad,9, Never-married,, Own-child, Black, Female,0,0,24, United-States, <=50K -58, Private,83542, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -57, Private,214619, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,160035, Some-college,10, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -23, Federal-gov,39603, Some-college,10, Never-married, Craft-repair, Unmarried, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -36, Private,181589, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,32, Columbia, <=50K -33, Private,261511, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,29522, Some-college,10, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, United-States, <=50K -30, Private,36340, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Female,0,0,24, United-States, <=50K -41, Private,320984, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,65, United-States, >50K -57,,403625, Some-college,10, Married-civ-spouse,, Husband, Asian-Pac-Islander, Male,0,0,60, United-States, >50K -23, Private,122346, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -40, Private,105794, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Female,14084,0,50, United-States, >50K -53, Private,152883, HS-grad,9, Widowed, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -31, State-gov,123037, Some-college,10, Never-married, Tech-support, Not-in-family, White, Male,0,0,13, United-States, <=50K -41,,339682, 5th-6th,3, Married-civ-spouse,, Husband, White, Male,0,0,40, Mexico, <=50K -36, Private,182074, HS-grad,9, Never-married, Adm-clerical, Other-relative, White, Male,0,0,40, United-States, <=50K -30, Private,248588, 12th,8, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -44, Private,187584, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, Canada, <=50K -36, Private,46706, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -42, Private,190290, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -48, Self-emp-not-inc,247294, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,30, Peru, <=50K -22, Private,117779, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -38, Private,121602, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,451744, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -32, Private,107793, HS-grad,9, Divorced, Other-service, Own-child, White, Male,2174,0,40, United-States, <=50K -35, Private,339772, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,0,0,40, United-States, <=50K -21, Private,185582, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,43, United-States, <=50K -26, Private,260614, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -19, Local-gov,53220, HS-grad,9, Never-married, Adm-clerical, Own-child, Black, Female,0,0,40, United-States, <=50K -43, Private,213844, HS-grad,9, Married-AF-spouse, Craft-repair, Wife, Black, Female,0,0,42, United-States, >50K -33, Private,213226, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -30, Private,58582, Bachelors,13, Never-married, Craft-repair, Own-child, White, Male,0,0,10, United-States, <=50K -52, Private,193116, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, <=50K -38, Local-gov,201410, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -28, Private,190525, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,46, United-States, >50K -57, Self-emp-not-inc,138285, Assoc-acdm,12, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, Iran, <=50K -51, Private,111939, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -50, Private,109277, 9th,5, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,48, United-States, <=50K -32, Private,331539, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,50, China, >50K -32, Private,396745, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,2415,48, United-States, >50K -37, Private,126675, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -69, Self-emp-not-inc,349022, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,33, United-States, <=50K -33,,98145, Some-college,10, Divorced,, Unmarried, Amer-Indian-Eskimo, Male,0,0,30, United-States, <=50K -37, Private,234901, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, Germany, >50K -36, Private,100681, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,2463,0,40, United-States, <=50K -47, Self-emp-not-inc,265097, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, >50K -63, Private,237379, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,44793, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,65, United-States, <=50K -17, Private,270942, HS-grad,9, Never-married, Other-service, Other-relative, White, Male,0,0,35, Mexico, <=50K -56, Private,193622, HS-grad,9, Separated, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -90, Local-gov,187749, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Husband, Asian-Pac-Islander, Male,0,0,20, Philippines, <=50K -27, Private,160178, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,38, United-States, <=50K -38, Private,680390, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,20, United-States, <=50K -33, Private,96245, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -26, Private,34803, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -20, Private,170091, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,35, United-States, <=50K -42, Private,231813, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -55, Private,23789, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -32, State-gov,438711, Some-college,10, Married-civ-spouse, Prof-specialty, Wife, Black, Female,0,0,40, United-States, <=50K -66, Private,169804, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,20051,0,40, United-States, >50K -66, Local-gov,376506, Doctorate,16, Divorced, Prof-specialty, Not-in-family, White, Female,3273,0,40, United-States, <=50K -49, Private,28791, Some-college,10, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -34, Private,162814, HS-grad,9, Divorced, Protective-serv, Not-in-family, Black, Male,0,0,45, United-States, <=50K -38, Private,58108, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -40, Self-emp-inc,102226, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -22, Federal-gov,209131, Assoc-acdm,12, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -46, Self-emp-not-inc,157117, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,172865, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, <=50K -19, Private,29798, 12th,8, Never-married, Handlers-cleaners, Own-child, Amer-Indian-Eskimo, Male,0,0,20, United-States, <=50K -71,,229424, HS-grad,9, Widowed,, Not-in-family, White, Female,0,0,40, United-States, <=50K -37, Local-gov,80680, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,1151,0,35, United-States, <=50K -52, Local-gov,238959, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,32, United-States, >50K -27, Private,189462, Masters,14, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,46, United-States, <=50K -52, Private,139347, HS-grad,9, Married-civ-spouse, Transport-moving, Wife, White, Female,0,0,40, United-States, <=50K -31, Private,188108, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,4101,0,40, United-States, <=50K -37, Self-emp-inc,111128, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -28, Private,81540, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -25, Private,257562, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Mexico, <=50K -31, Private,59496, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,50, United-States, <=50K -29, Private,29974, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -45, Private,102597, HS-grad,9, Widowed, Adm-clerical, Unmarried, White, Female,0,0,35, United-States, <=50K -69, Private,41419, 7th-8th,4, Married-civ-spouse, Other-service, Husband, White, Male,0,0,20, United-States, <=50K -50, Private,118565, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, <=50K -54, State-gov,312897, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,46, England, >50K -17, Private,166290, 9th,5, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -34, Private,160261, HS-grad,9, Never-married, Tech-support, Own-child, Asian-Pac-Islander, Male,14084,0,35, China, >50K -32, Self-emp-not-inc,116834, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,5,, <=50K -23, Private,203076, Some-college,10, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -66, Private,201197, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -61, Private,273803, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -55, Private,156797, Some-college,10, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -24, Private,283896, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Private,149368, HS-grad,9, Divorced, Sales, Unmarried, White, Male,1151,0,30, United-States, <=50K -49, Private,156926, Assoc-voc,11, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,45, United-States, >50K -21,,163911, Some-college,10, Never-married,, Own-child, White, Female,0,0,3, United-States, <=50K -56, Self-emp-inc,165881, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -25, Private,86872, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -49, Private,167523, Bachelors,13, Divorced, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, <=50K -58, Private,154950, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -40, Federal-gov,171231, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, Puerto-Rico, <=50K -62, Private,244933, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,45, United-States, <=50K -54, Private,256908, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,25, United-States, >50K -34, Self-emp-not-inc,33442, Assoc-voc,11, Never-married, Other-service, Other-relative, White, Female,0,0,40, United-States, <=50K -18, Private,126142, 10th,6, Never-married, Craft-repair, Own-child, White, Male,0,0,30, United-States, <=50K -28,,268222, 11th,7, Never-married,, Not-in-family, Black, Female,0,0,40, United-States, <=50K -32, Private,167106, HS-grad,9, Married-civ-spouse, Sales, Husband, Asian-Pac-Islander, Male,0,0,40, Hong, <=50K -22, Local-gov,50065, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,35, United-States, <=50K -34, State-gov,252529, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,48, United-States, <=50K -53,,199665, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,30, United-States, >50K -47, Private,343579, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, Mexico, <=50K -19, Private,190817, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -41, Self-emp-inc,151089, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,2415,55, United-States, >50K -46, Private,186820, Some-college,10, Married-civ-spouse, Other-service, Wife, White, Female,5013,0,40, United-States, <=50K -56, Self-emp-not-inc,210731, 7th-8th,4, Divorced, Sales, Other-relative, White, Male,0,0,20, Mexico, <=50K -42, Private,123816, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, Black, Female,0,0,40, United-States, <=50K -25, Private,77071, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,2339,35, United-States, <=50K -42, Private,115085, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,50, United-States, <=50K -43, Private,170525, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Female,14344,0,40, United-States, >50K -17, Private,209949, 11th,7, Never-married, Sales, Own-child, White, Female,0,1602,12, United-States, <=50K -57, Self-emp-not-inc,34297, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -40, Private,180985, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -62, Local-gov,33365, HS-grad,9, Widowed, Other-service, Not-in-family, White, Female,0,0,40, Canada, <=50K -20, Private,197752, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,16, United-States, <=50K -47, Private,180551, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -40, Private,77975, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -44, Private,159297, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, Asian-Pac-Islander, Female,0,0,40,, >50K -48, Private,94342, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, <=50K -39, Self-emp-inc,34180, Assoc-voc,11, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, >50K -46, Local-gov,367251, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, >50K -72, Self-emp-inc,172407, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,50, United-States, >50K -53, Private,303462, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,30, United-States, <=50K -47, Federal-gov,220269, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, >50K -40, Self-emp-not-inc,45093, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,45, Canada, <=50K -34, Private,101709, HS-grad,9, Separated, Transport-moving, Not-in-family, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -41, Private,219591, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -41, Private,76625, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,342599, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,35, United-States, <=50K -42, Self-emp-inc,125846, 1st-4th,2, Married-civ-spouse, Sales, Husband, White, Male,0,0,60,, <=50K -54, Local-gov,238257, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -39, Self-emp-inc,206253, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, <=50K -37, Private,172571, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -59, Private,95165, Doctorate,16, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -69, Private,141181, 5th-6th,3, Married-civ-spouse, Adm-clerical, Husband, White, Male,1797,0,40, United-States, <=50K -24, Private,267843, Bachelors,13, Never-married, Prof-specialty, Own-child, Black, Female,0,0,35, United-States, <=50K -36, Private,181382, Assoc-voc,11, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,3103,0,40, United-States, >50K -21,,207782, Some-college,10, Never-married,, Own-child, White, Male,0,0,30, United-States, <=50K -68,,103161, HS-grad,9, Widowed,, Not-in-family, White, Male,0,0,32, United-States, <=50K -20, Private,132320, Some-college,10, Separated, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -26, Self-emp-not-inc,201138, Assoc-voc,11, Never-married, Other-service, Not-in-family, White, Female,0,0,35, United-States, <=50K -48, Private,239058, 12th,8, Widowed, Handlers-cleaners, Unmarried, White, Female,0,0,50, United-States, <=50K -39, Self-emp-inc,239755, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,50, United-States, >50K -21, Private,176262, Assoc-acdm,12, Never-married, Other-service, Own-child, White, Female,0,0,18, United-States, <=50K -22, Private,264738, HS-grad,9, Never-married, Exec-managerial, Other-relative, White, Female,0,0,42, Germany, <=50K -34, Private,182218, Assoc-voc,11, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -33, Private,318982, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -46, Private,216666, 9th,5, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Guatemala, <=50K -47, Private,274200, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,7298,0,40, United-States, >50K -65, Private,150095, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -23, Private,192978, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,68021, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -34, Self-emp-not-inc,28568, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,60, United-States, >50K -20, Private,115057, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -28, Private,139568, 11th,7, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -52, Self-emp-inc,138497, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -40, State-gov,182460, Masters,14, Married-civ-spouse, Prof-specialty, Wife, Asian-Pac-Islander, Female,0,0,38, China, >50K -22, Private,253310, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Female,0,0,7, United-States, <=50K -29, Self-emp-inc,130856, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -31, Self-emp-not-inc,389765, 7th-8th,4, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -42, Federal-gov,52781, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,40, United-States, >50K -38, Private,146178, HS-grad,9, Never-married, Craft-repair, Unmarried, Black, Female,0,0,40, United-States, <=50K -22, Private,231053, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,70, United-States, >50K -21,,145964, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -43, Private,483450, 9th,5, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, Mexico, <=50K -43, Self-emp-inc,198316, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -33, Private,160614, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -17, Self-emp-inc,325171, 10th,6, Never-married, Other-service, Own-child, Black, Male,0,0,35, United-States, <=50K -54, Self-emp-not-inc,172898, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,5178,0,50, United-States, >50K -45, Private,186473, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -55, Local-gov,286967, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -51, Self-emp-not-inc,111939, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,35, United-States, >50K -65, Federal-gov,325089, 10th,6, Divorced, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -21, Private,143582, Bachelors,13, Never-married, Prof-specialty, Own-child, Asian-Pac-Islander, Female,0,0,45, United-States, <=50K -40, Private,308027, HS-grad,9, Widowed, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -58, Private,105060, Some-college,10, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,37, United-States, <=50K -53, Federal-gov,39643, HS-grad,9, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,58, United-States, <=50K -39, Private,186191, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1848,50, United-States, >50K -56, Local-gov,267763, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,124293, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,50, United-States, <=50K -44, Private,36271, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -49, Private,143459, 9th,5, Separated, Handlers-cleaners, Own-child, White, Male,0,0,38, United-States, <=50K -36, Private,186376, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, Asian-Pac-Islander, Male,0,0,50, United-States, >50K -59, Self-emp-inc,52822, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -33, Private,104509, HS-grad,9, Divorced, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -36, Private,184456, Prof-school,15, Never-married, Exec-managerial, Not-in-family, White, Male,27828,0,50, United-States, >50K -26, Private,192302, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,25, United-States, <=50K -22, Private,156822, 10th,6, Never-married, Sales, Not-in-family, White, Female,0,1762,25, United-States, <=50K -25, Private,214413, Masters,14, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -28, Private,108574, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,15, United-States, <=50K -41, Private,223934, Assoc-acdm,12, Divorced, Adm-clerical, Unmarried, White, Female,0,0,38, United-States, <=50K -45, Private,200559, Assoc-voc,11, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,70, United-States, <=50K -43, Private,137722, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,261677, 9th,5, Never-married, Handlers-cleaners, Unmarried, Black, Male,0,0,40, United-States, <=50K -33, Private,136331, HS-grad,9, Married-spouse-absent, Craft-repair, Unmarried, White, Male,0,0,50, United-States, <=50K -34, Private,329993, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,91819, Assoc-voc,11, Never-married, Other-service, Not-in-family, White, Male,0,0,30, United-States, <=50K -31, Private,201122, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,1902,45, United-States, >50K -48, Private,315423, 5th-6th,3, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,103277, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -47, Private,236805, Some-college,10, Divorced, Sales, Unmarried, White, Female,0,0,60, United-States, <=50K -27, Private,74883, Bachelors,13, Never-married, Tech-support, Not-in-family, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -18, Private,115443, 11th,7, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,25, United-States, <=50K -43, Private,150528, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -36, Private,43701, Some-college,10, Widowed, Sales, Not-in-family, White, Female,0,0,20, United-States, <=50K -37, Federal-gov,419053, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -24, Private,183594, Assoc-voc,11, Never-married, Craft-repair, Own-child, White, Male,0,0,20, United-States, <=50K -24, Private,390348, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -38, Private,36989, Bachelors,13, Married-civ-spouse, Other-service, Husband, White, Male,3908,0,70, United-States, <=50K -48, Private,247895, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,40, United-States, >50K -75, Private,191446, 1st-4th,2, Married-civ-spouse, Other-service, Other-relative, Black, Female,0,0,16, United-States, <=50K -43, Self-emp-not-inc,33521, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,70, United-States, >50K -64, Private,46087, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, <=50K -67,,129188, Doctorate,16, Married-civ-spouse,, Husband, White, Male,20051,0,5, United-States, >50K -36, Private,356824, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -53, Private,158746, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,153323, Some-college,10, Never-married, Prof-specialty, Not-in-family, Black, Male,0,0,20, United-States, <=50K -73, Self-emp-not-inc,130391, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,36, United-States, <=50K -46, Private,173613, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -45, Private,362883, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,5013,0,40, United-States, <=50K -43, Private,182757, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -20, Private,50397, HS-grad,9, Never-married, Adm-clerical, Own-child, Black, Male,0,0,20, United-States, <=50K -43, Federal-gov,101709, Some-college,10, Divorced, Handlers-cleaners, Not-in-family, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -21, Private,202570, 12th,8, Never-married, Adm-clerical, Other-relative, Black, Male,0,0,48,, <=50K -40, Private,145649, HS-grad,9, Separated, Sales, Unmarried, Black, Female,0,0,25, United-States, <=50K -36, Private,136343, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -64, Self-emp-inc,142166, Bachelors,13, Divorced, Sales, Not-in-family, White, Male,0,0,45, United-States, <=50K -19,,242001, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -46, Private,127089, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,5178,0,38, United-States, >50K -46, Local-gov,124071, Masters,14, Divorced, Exec-managerial, Unmarried, White, Female,0,0,65, United-States, >50K -41, Local-gov,190368, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,70, United-States, <=50K -29,,19793, Some-college,10, Divorced,, Unmarried, White, Female,0,0,8, United-States, <=50K -28, Private,67661, Some-college,10, Never-married, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -23, Private,62278, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -30, Federal-gov,295010, Bachelors,13, Never-married, Protective-serv, Not-in-family, White, Female,0,0,60, United-States, >50K -44, Private,203897, Bachelors,13, Married-spouse-absent, Adm-clerical, Not-in-family, White, Female,0,0,40, Cuba, <=50K -27, Private,265314, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, >50K -25, Private,159603, HS-grad,9, Never-married, Other-service, Unmarried, White, Female,0,0,34, United-States, <=50K -29, Private,134331, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -54, Private,123011, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Poland, >50K -27, Private,274964, Bachelors,13, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,65, United-States, <=50K -34, Private,66309, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, <=50K -38, Private,73471, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -24,,26671, HS-grad,9, Never-married,, Other-relative, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -56, Private,357118, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -35, Self-emp-inc,184655, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,62, United-States, <=50K -23,,55492, Assoc-voc,11, Never-married,, Not-in-family, Amer-Indian-Eskimo, Female,0,0,30, United-States, <=50K -23, Private,175266, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -19, Private,188008, Some-college,10, Never-married, Sales, Own-child, Black, Female,0,0,20, United-States, <=50K -42, Private,87284, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,7298,0,35, United-States, >50K -46, Private,330087, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,45, United-States, >50K -48, Self-emp-inc,56975, HS-grad,9, Divorced, Sales, Unmarried, Asian-Pac-Islander, Female,0,0,84,, <=50K -27, Private,150025, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,40, Puerto-Rico, <=50K -22,,189203, Assoc-acdm,12, Never-married,, Other-relative, White, Male,0,0,15, United-States, <=50K -49, Self-emp-inc,330874, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,70, United-States, >50K -23, Private,136824, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -24, Private,201179, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -34, Private,324654, HS-grad,9, Never-married, Machine-op-inspct, Own-child, Asian-Pac-Islander, Male,0,0,40, China, <=50K -25, Federal-gov,366207, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -33, Self-emp-not-inc,103860, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -22, Private,106700, Assoc-acdm,12, Never-married, Adm-clerical, Own-child, White, Female,0,0,27, United-States, <=50K -54, Local-gov,163557, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,30, United-States, <=50K -39, Self-emp-inc,286261, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -25, Private,123083, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -75, Self-emp-inc,125197, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,26, United-States, <=50K -28, Self-emp-not-inc,278073, HS-grad,9, Never-married, Machine-op-inspct, Other-relative, Black, Male,0,0,30, United-States, <=50K -50, Private,133963, Bachelors,13, Divorced, Sales, Not-in-family, White, Female,0,0,50, United-States, <=50K -62, Self-emp-not-inc,71467, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, >50K -40, Private,76487, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -58, Local-gov,215245, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,37, United-States, <=50K -24, Federal-gov,127185, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, <=50K -21, Private,179720, HS-grad,9, Never-married, Other-service, Other-relative, White, Female,0,0,30, United-States, <=50K -40, Private,88909, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,50, United-States, >50K -45, Private,341995, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,42, United-States, >50K -48, Private,173938, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -34, Private,344275, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,70, United-States, <=50K -23, Private,150463, HS-grad,9, Never-married, Priv-house-serv, Unmarried, Other, Female,0,0,40, Guatemala, <=50K -43, Local-gov,209544, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Female,10520,0,50, United-States, >50K -42, Local-gov,201723, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -39, Self-emp-not-inc,343476, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,50, Japan, >50K -52, Self-emp-inc,77392, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -21,,171156, Some-college,10, Never-married,, Not-in-family, White, Female,0,0,35, United-States, <=50K -56, Self-emp-not-inc,357118, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,60, United-States, <=50K -48, Federal-gov,167749, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -37, Self-emp-not-inc,352882, HS-grad,9, Divorced, Exec-managerial, Not-in-family, Asian-Pac-Islander, Female,0,0,70, South, >50K -25, Private,51201, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, <=50K -40, Private,365986, Bachelors,13, Married-civ-spouse, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, >50K -34, Private,400416, 11th,7, Never-married, Machine-op-inspct, Own-child, Black, Male,0,0,45, United-States, <=50K -52, Private,31533, HS-grad,9, Divorced, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -41, Private,106900, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,1902,42, United-States, >50K -36, Local-gov,192337, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -21, Private,118712, Assoc-voc,11, Never-married, Craft-repair, Own-child, White, Male,0,1504,40, United-States, <=50K -28, Private,301654, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -31, Self-emp-not-inc,145162, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60,, >50K -20, Private,88126, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,9, England, <=50K -68, Private,165017, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, Italy, >50K -35, Private,238342, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,857532, HS-grad,9, Never-married, Machine-op-inspct, Own-child, Black, Male,0,0,40, United-States, <=50K -64, Private,134378, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -17, Private,260797, 10th,6, Never-married, Handlers-cleaners, Own-child, White, Female,0,0,23, United-States, <=50K -25, Private,138765, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,20, United-States, <=50K -74,,256674, HS-grad,9, Widowed,, Not-in-family, White, Female,0,0,25, United-States, <=50K -31, Private,247444, Assoc-voc,11, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Columbia, <=50K -51, State-gov,454063, Doctorate,16, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,40, United-States, >50K -67, Private,180539, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,10, United-States, <=50K -42, Private,397346, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,3325,0,40, United-States, <=50K -29, Private,107160, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -31, Private,262024, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, <=50K -21, Private,131230, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,37, United-States, <=50K -67, Private,274451, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,16, United-States, <=50K -41, State-gov,365986, HS-grad,9, Divorced, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, >50K -27, Private,204515, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Female,0,0,36, United-States, <=50K -51, Private,99316, 12th,8, Divorced, Transport-moving, Unmarried, White, Male,0,0,50, United-States, <=50K -21,,206681, 11th,7, Married-civ-spouse,, Wife, White, Female,0,0,40, United-States, <=50K -28, Private,268726, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,46, United-States, <=50K -21, Private,275395, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -28, Private,383322, Assoc-voc,11, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -29, Private,126822, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,35, United-States, <=50K -39, Self-emp-inc,168355, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,70, United-States, <=50K -21, Private,162667, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, Columbia, <=50K -43, Private,373403, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -44, Self-emp-not-inc,274562, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,14344,0,40, United-States, >50K -28, Private,249362, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -31, Private,111567, 9th,5, Never-married, Sales, Not-in-family, White, Male,0,0,43, United-States, >50K -18,,216508, HS-grad,9, Never-married,, Own-child, White, Male,0,0,30, United-States, <=50K -27, Private,145784, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, Amer-Indian-Eskimo, Female,0,0,45, United-States, <=50K -34, State-gov,209317, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,259505, HS-grad,9, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -34, Private,345360, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, England, <=50K -43, Local-gov,198096, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,7688,0,40, United-States, >50K -40, Self-emp-inc,33126, Masters,14, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -21, Private,206354, HS-grad,9, Never-married, Other-service, Unmarried, Black, Female,0,0,35, United-States, <=50K -25, Private,1484705, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Female,0,0,25, United-States, <=50K -21, Private,26410, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -19, Self-emp-not-inc,220901, Some-college,10, Never-married, Transport-moving, Own-child, White, Male,0,0,30, United-States, <=50K -49, Self-emp-inc,44671, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -20, Private,38620, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -36, Private,89040, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,47, United-States, <=50K -32, Private,370160, Some-college,10, Separated, Exec-managerial, Unmarried, Black, Female,0,0,40, United-States, <=50K -23, Private,208946, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,32, United-States, <=50K -21, Private,131230, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,10, United-States, <=50K -25, Private,60358, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -26, Private,350853, 5th-6th,3, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40,, <=50K -24, Private,209782, Bachelors,13, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -22, Private,351952, Some-college,10, Never-married, Prof-specialty, Unmarried, White, Female,0,0,20, United-States, <=50K -26, Private,142081, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,40, Mexico, <=50K -22, Private,164775, 9th,5, Never-married, Machine-op-inspct, Unmarried, White, Male,0,0,40, Guatemala, <=50K -41, Local-gov,47858, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -18, Private,404085, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -24, Private,218678, Bachelors,13, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -38, Private,184655, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1740,48, United-States, <=50K -36, Private,321760, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,17, United-States, <=50K -45, Local-gov,185399, Masters,14, Divorced, Prof-specialty, Own-child, White, Female,0,0,55, United-States, <=50K -38, Local-gov,409200, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -38, Private,40077, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -34, Self-emp-not-inc,31740, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K -53, Local-gov,233722, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, Black, Male,0,0,40, United-States, <=50K -32, Private,192039, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -17, Private,222618, 11th,7, Never-married, Sales, Own-child, Black, Female,0,0,30, United-States, <=50K -45, State-gov,213646, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,40, United-States, >50K -31, Local-gov,194141, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,48, United-States, <=50K -47, State-gov,80282, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, <=50K -27, Private,166350, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -61, Federal-gov,60641, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,30, United-States, <=50K -33, Private,124827, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -67, Private,105438, HS-grad,9, Separated, Machine-op-inspct, Other-relative, White, Female,0,0,40, United-States, <=50K -38, Private,85244, Bachelors,13, Separated, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -25, Private,120535, HS-grad,9, Divorced, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -33, Local-gov,269604, 5th-6th,3, Never-married, Other-service, Unmarried, Other, Female,0,0,40, El-Salvador, <=50K -27, Private,247711, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -45, Private,380922, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, >50K -24, Private,281221, Bachelors,13, Never-married, Adm-clerical, Other-relative, Asian-Pac-Islander, Female,0,0,40, Taiwan, <=50K -23, Private,269687, Assoc-voc,11, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -48, Private,181758, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -61, Federal-gov,136787, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -22, Private,107882, HS-grad,9, Never-married, Prof-specialty, Own-child, White, Female,0,0,20, United-States, <=50K -34, Private,172579, Assoc-voc,11, Divorced, Tech-support, Unmarried, White, Female,0,0,40, United-States, <=50K -32, Private,29933, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,5178,0,40, United-States, >50K -35, Federal-gov,38905, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,50, United-States, <=50K -36, Private,168826, 10th,6, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -24, Private,424034, HS-grad,9, Never-married, Exec-managerial, Unmarried, White, Male,0,0,40, United-States, <=50K -60, Private,117509, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -28,,196971, Bachelors,13, Never-married,, Not-in-family, White, Female,0,0,43, United-States, <=50K -64, Private,69525, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,0,0,20, United-States, <=50K -22, Private,374116, HS-grad,9, Never-married, Sales, Unmarried, White, Female,0,0,35, United-States, <=50K -27, Private,283913, 5th-6th,3, Never-married, Priv-house-serv, Not-in-family, White, Female,0,0,65, England, <=50K -36, State-gov,147258, Some-college,10, Divorced, Transport-moving, Not-in-family, White, Male,0,0,60, United-States, <=50K -27, Private,139903, HS-grad,9, Never-married, Sales, Unmarried, Black, Female,0,0,30, United-States, <=50K -52, Private,112959, Some-college,10, Widowed, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -57, Self-emp-not-inc,264148, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,45, United-States, <=50K -23, Private,256211, Some-college,10, Never-married, Adm-clerical, Not-in-family, Asian-Pac-Islander, Male,0,0,24, Vietnam, <=50K -29, Self-emp-not-inc,142519, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,281852, HS-grad,9, Never-married, Transport-moving, Not-in-family, Black, Male,0,0,80, United-States, <=50K -38, Private,380543, HS-grad,9, Never-married, Other-service, Unmarried, Black, Female,0,0,30, United-States, <=50K -50, Self-emp-not-inc,204402, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,84, United-States, >50K -50, Private,192203, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -51, Self-emp-not-inc,199005, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, >50K -17, Self-emp-inc,61838, 10th,6, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -25, Private,210095, 11th,7, Married-spouse-absent, Handlers-cleaners, Not-in-family, White, Female,0,0,40, Mexico, <=50K -19, Private,187352, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -43, Self-emp-not-inc,32451, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -59, Private,140569, Some-college,10, Separated, Sales, Not-in-family, White, Male,14084,0,60, United-States, >50K -39, Private,87556, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,6849,0,40, United-States, <=50K -18, Private,79443, 9th,5, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, Mexico, <=50K -27, Private,212622, Masters,14, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -39, Private,32650, Assoc-voc,11, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,60, United-States, <=50K -44, Private,125461, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -19, Private,219867, HS-grad,9, Never-married, Adm-clerical, Other-relative, White, Female,0,0,35, United-States, <=50K -32, Local-gov,206609, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -48, Private,101299, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -46, Private,29437, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -65, Private,87164, 11th,7, Widowed, Sales, Other-relative, White, Female,0,0,20, United-States, <=50K -57, Self-emp-inc,146103, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -48, Private,169324, HS-grad,9, Never-married, Other-service, Unmarried, Black, Female,0,0,32, Haiti, <=50K -46, Private,138370, 7th-8th,4, Married-civ-spouse, Other-service, Husband, Asian-Pac-Islander, Male,0,1651,40, China, <=50K -27, Private,29523, 10th,6, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -29, Local-gov,383745, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,1485,40, United-States, >50K -21,,247075, HS-grad,9, Never-married,, Unmarried, Black, Female,0,0,25, United-States, <=50K -20,,200967, Some-college,10, Never-married,, Own-child, White, Female,0,0,12, United-States, <=50K -51,,175985, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -35, Self-emp-inc,189404, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,1740,40, United-States, <=50K -29, Self-emp-not-inc,267661, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,70, United-States, <=50K -30, Local-gov,182926, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,15024,0,40, United-States, >50K -65, Private,243858, HS-grad,9, Widowed, Other-service, Not-in-family, White, Female,0,0,15, United-States, <=50K -20,,43587, HS-grad,9, Married-spouse-absent,, Not-in-family, White, Female,0,0,35, United-States, <=50K -47, Federal-gov,31339, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,204682, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,2174,0,40, Japan, <=50K -17, Private,73145, 9th,5, Never-married, Craft-repair, Own-child, White, Female,0,0,16, United-States, <=50K -38, Local-gov,218184, 5th-6th,3, Married-civ-spouse, Handlers-cleaners, Other-relative, White, Male,0,0,40, Mexico, <=50K -38, Local-gov,223237, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -39, Self-emp-not-inc,93319, HS-grad,9, Never-married, Sales, Other-relative, White, Female,0,0,4, United-States, <=50K -24,,212300, HS-grad,9, Separated,, Not-in-family, White, Female,0,0,38, United-States, <=50K -52, Private,187356, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,41, United-States, <=50K -46, Self-emp-not-inc,220832, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,58, United-States, >50K -22, Private,211361, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,30, United-States, <=50K -56, Private,134195, Masters,14, Never-married, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -37, Self-emp-not-inc,218249, 11th,7, Divorced, Prof-specialty, Unmarried, Black, Female,0,0,30, United-States, <=50K -59, Private,70720, Bachelors,13, Divorced, Sales, Not-in-family, White, Male,0,0,55, United-States, >50K -19, Self-emp-not-inc,342384, 11th,7, Married-civ-spouse, Craft-repair, Own-child, White, Male,0,2129,55, United-States, <=50K -31, Private,237317, 9th,5, Never-married, Craft-repair, Not-in-family, Other, Male,0,0,45, United-States, <=50K -22, Private,359759, Some-college,10, Never-married, Sales, Not-in-family, Asian-Pac-Islander, Male,0,0,20, Philippines, <=50K -48, Self-emp-not-inc,181758, Doctorate,16, Never-married, Prof-specialty, Unmarried, White, Female,0,0,60, United-States, >50K -63, Self-emp-inc,267101, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -33, Private,222221, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,45, United-States, >50K -53, Private,55139, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,10, United-States, <=50K -38, Private,220237, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40,, >50K -39, Private,101073, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,24, United-States, <=50K -59, Private,69884, Prof-school,15, Married-spouse-absent, Prof-specialty, Unmarried, White, Male,0,0,50, United-States, <=50K -45, Private,201127, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,164733, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,45, United-States, <=50K -60, State-gov,129447, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,35, United-States, <=50K -38, Private,32837, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,0,56, United-States, <=50K -31, Private,200117, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -61, Self-emp-not-inc,219183, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -66,,188842, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,24, United-States, <=50K -26, Private,272669, Bachelors,13, Never-married, Sales, Not-in-family, Asian-Pac-Islander, Male,0,0,20, South, <=50K -60, Self-emp-inc,336188, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,2415,80, United-States, >50K -68,,191288, 7th-8th,4, Widowed,, Not-in-family, White, Female,0,0,15, United-States, <=50K -32, Private,176185, Some-college,10, Divorced, Exec-managerial, Other-relative, White, Male,0,0,60, United-States, <=50K -25, Local-gov,197728, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,20, United-States, <=50K -43, Local-gov,144778, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40,, <=50K -26,,133373, Bachelors,13, Never-married,, Own-child, White, Male,0,0,44, United-States, <=50K -55, Private,197399, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,99999,0,55, United-States, >50K -66, Private,86010, 10th,6, Widowed, Transport-moving, Not-in-family, White, Female,0,0,11, United-States, <=50K -31, Private,228873, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,187415, 5th-6th,3, Married-civ-spouse, Machine-op-inspct, Husband, Asian-Pac-Islander, Male,0,0,50,, <=50K -58, Self-emp-inc,112945, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Male,27828,0,40, United-States, >50K -56, Private,98361, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40,, >50K -22, Private,129172, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,16, United-States, <=50K -46, Local-gov,316205, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,40, United-States, >50K -33, Private,226629, Some-college,10, Married-civ-spouse, Other-service, Wife, White, Female,0,0,35, United-States, <=50K -26, State-gov,180886, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,30, United-States, <=50K -42, Self-emp-not-inc,69333, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -45, Private,213620, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -43, Private,197397, Some-college,10, Married-civ-spouse, Prof-specialty, Wife, Other, Female,0,0,6, Puerto-Rico, <=50K -19, Private,223648, 11th,7, Never-married, Sales, Own-child, White, Male,0,0,20,, <=50K -27, Private,179915, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Female,0,0,99, United-States, <=50K -51, Private,339905, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,7688,0,40, United-States, >50K -42, Private,112956, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -43, Self-emp-not-inc,421837, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,7298,0,50, Mexico, >50K -38, Private,187999, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,45, United-States, >50K -44, Private,77313, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -36, Private,231948, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,64, United-States, >50K -37, Private,37109, HS-grad,9, Married-civ-spouse, Other-service, Wife, Asian-Pac-Islander, Female,0,0,60, Philippines, <=50K -29, Private,79387, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, >50K -53,,133963, HS-grad,9, Divorced,, Not-in-family, White, Female,0,0,40, United-States, <=50K -42, Self-emp-not-inc,177937, Bachelors,13, Married-spouse-absent, Exec-managerial, Not-in-family, White, Male,0,0,45, Poland, <=50K -80, Private,173488, Some-college,10, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,20, United-States, <=50K -61, Private,183355, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -55, Private,147989, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,5013,0,52, United-States, <=50K -20, Private,289944, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,25, United-States, <=50K -23, Private,62278, HS-grad,9, Never-married, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -48, Federal-gov,110457, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -24, Private,295763, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Female,0,0,50, United-States, <=50K -71, State-gov,100063, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -49, Private,194962, 11th,7, Married-civ-spouse, Other-service, Wife, White, Female,0,0,6, United-States, <=50K -39, Federal-gov,227597, HS-grad,9, Never-married, Armed-Forces, Not-in-family, White, Male,0,0,50, United-States, <=50K -22, Private,117606, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,25, United-States, <=50K -67, Federal-gov,44774, Bachelors,13, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -18, Private,177648, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,25, United-States, <=50K -38, Private,172571, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1848,54, United-States, >50K -38,,203482, 7th-8th,4, Married-civ-spouse,, Husband, White, Male,0,0,45, United-States, <=50K -50, Private,153931, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -56, Self-emp-not-inc,84774, Assoc-acdm,12, Married-civ-spouse, Farming-fishing, Wife, White, Female,0,0,40, United-States, <=50K -23, Private,157127, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,20, United-States, <=50K -26, Private,170786, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,281030, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -44, Private,203761, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,10520,0,40, United-States, >50K -27, Private,167405, HS-grad,9, Married-spouse-absent, Farming-fishing, Own-child, White, Female,0,0,40, Mexico, <=50K -40, Local-gov,188436, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,7298,0,40, United-States, >50K -43, Private,388849, Assoc-acdm,12, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,60, United-States, <=50K -31, State-gov,176998, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, >50K -57, Private,200316, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -25, Private,160300, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,35, United-States, <=50K -22, Private,236684, Assoc-voc,11, Never-married, Other-service, Own-child, Black, Female,0,0,36, United-States, <=50K -20, Local-gov,247794, Assoc-voc,11, Never-married, Adm-clerical, Own-child, White, Female,0,0,35, United-States, <=50K -27, Private,267325, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,3464,0,40, United-States, <=50K -39, Private,279490, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, Mexico, <=50K -27, State-gov,280618, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -41, Local-gov,248406, HS-grad,9, Separated, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -31, Local-gov,226494, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,45, United-States, <=50K -41, Private,220460, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,20, United-States, <=50K -25, Private,108317, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -29, State-gov,147256, Assoc-acdm,12, Never-married, Prof-specialty, Not-in-family, Black, Male,0,0,40, United-States, >50K -22, Private,110371, HS-grad,9, Married-civ-spouse, Other-service, Own-child, White, Male,0,0,50, United-States, <=50K -62, Private,114060, 7th-8th,4, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,91, United-States, <=50K -29, Federal-gov,31161, HS-grad,9, Divorced, Exec-managerial, Not-in-family, Other, Female,0,0,40, United-States, <=50K -44, Private,105862, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,70, United-States, >50K -32, Private,402089, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,2, United-States, <=50K -19,,425447, HS-grad,9, Never-married,, Unmarried, Black, Female,0,0,40, United-States, <=50K -20, Private,137300, Assoc-voc,11, Never-married, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -65, State-gov,326691, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, >50K -24, Private,275093, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Female,0,0,36, United-States, <=50K -37, Self-emp-not-inc,112497, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -43, Local-gov,174491, HS-grad,9, Divorced, Tech-support, Not-in-family, Black, Female,0,0,40, United-States, <=50K -38, Self-emp-not-inc,114835, Bachelors,13, Married-civ-spouse, Sales, Wife, White, Female,0,0,60, United-States, >50K -28, Private,137898, Assoc-acdm,12, Never-married, Sales, Own-child, White, Female,0,0,35, United-States, <=50K -33, Private,153151, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,4416,0,40, United-States, <=50K -32, Private,134886, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -38, Private,193815, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -33, Private,237833, Some-college,10, Divorced, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -42, Self-emp-not-inc,101593, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -27, Private,164924, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -41, Private,174201, HS-grad,9, Divorced, Handlers-cleaners, Unmarried, White, Male,0,0,40, United-States, <=50K -47, Local-gov,36169, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -55, Private,144071, 11th,7, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -30, Self-emp-not-inc,180859, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,8, United-States, <=50K -54, Private,221915, Some-college,10, Widowed, Craft-repair, Unmarried, White, Female,0,0,50, United-States, <=50K -40, Private,26892, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -21, Private,351084, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -34, Private,97306, Bachelors,13, Divorced, Craft-repair, Unmarried, White, Female,0,0,25, United-States, <=50K -30, Private,185027, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -31, Private,182539, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,45, United-States, <=50K -22, Private,215395, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,37, United-States, <=50K -37, Private,186434, HS-grad,9, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,40, United-States, >50K -41,,217921, 9th,5, Married-civ-spouse,, Wife, Asian-Pac-Islander, Female,0,0,40, Hong, <=50K -52, Local-gov,346668, Masters,14, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -57, Self-emp-inc,412952, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -48, Private,167009, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,48, United-States, <=50K -58, Private,316000, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -35, Self-emp-not-inc,216256, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -40, Private,341835, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,45, United-States, <=50K -30, Private,169841, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,25, United-States, <=50K -26, Self-emp-not-inc,200681, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, Outlying-US(Guam-USVI-etc), <=50K -46, Self-emp-not-inc,456956, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -26, Federal-gov,276075, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,40, United-States, <=50K -50, Federal-gov,96657, Bachelors,13, Divorced, Prof-specialty, Unmarried, Black, Female,0,0,40, United-States, <=50K -22, Private,374313, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, >50K -36, Private,110998, Masters,14, Widowed, Tech-support, Unmarried, Asian-Pac-Islander, Female,0,0,40, India, <=50K -30, Private,53285, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,52, United-States, >50K -58, Private,104613, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -17,,303317, 11th,7, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -72, Private,298070, Assoc-voc,11, Separated, Other-service, Unmarried, White, Female,6723,0,25, United-States, <=50K -19, Private,318822, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -29, Private,375078, 7th-8th,4, Married-civ-spouse, Other-service, Wife, White, Female,0,0,40, Mexico, <=50K -20,,232799, HS-grad,9, Never-married,, Own-child, Black, Female,0,0,25, United-States, <=50K -30, Private,210851, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -47, Self-emp-not-inc,213745, Some-college,10, Divorced, Other-service, Unmarried, White, Female,0,0,45, United-States, <=50K -51, Private,204447, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -26, Private,318934, 10th,6, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,237386, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,42, United-States, <=50K -44, Private,182629, Masters,14, Divorced, Sales, Not-in-family, White, Male,0,0,24, Iran, <=50K -43, Private,144778, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -35, Private,117166, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -51, Private,237630, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,7298,0,50, United-States, >50K -41, Private,171550, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -38, Private,165302, Some-college,10, Divorced, Adm-clerical, Unmarried, Other, Female,0,0,40, United-States, <=50K -39, State-gov,42186, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, Asian-Pac-Islander, Female,3464,0,20, United-States, <=50K -54, Private,284952, 10th,6, Separated, Sales, Unmarried, White, Female,0,0,43, Italy, <=50K -62, Private,96099, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -45, Private,198759, Doctorate,16, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -30, Private,227886, HS-grad,9, Never-married, Exec-managerial, Own-child, Black, Female,0,0,35, Jamaica, <=50K -32, Private,391874, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -23, Self-emp-not-inc,184370, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -84, Local-gov,135839, Assoc-voc,11, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,14, United-States, <=50K -46, Private,194698, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,60, United-States, <=50K -67, Local-gov,342175, Masters,14, Divorced, Adm-clerical, Not-in-family, White, Female,2009,0,40, United-States, <=50K -29, Private,67218, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -33, Private,205152, Assoc-voc,11, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,55, United-States, >50K -23, Private,434467, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,42, United-States, <=50K -63,,110150, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,55, United-States, >50K -55,,123382, HS-grad,9, Separated,, Not-in-family, Black, Female,0,2001,40, United-States, <=50K -42, State-gov,404573, Prof-school,15, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -17, Private,99462, 11th,7, Never-married, Other-service, Own-child, Amer-Indian-Eskimo, Female,0,0,20, United-States, <=50K -60, Private,170310, 5th-6th,3, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,199883, 12th,8, Divorced, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -28, Private,70034, 7th-8th,4, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, Portugal, <=50K -31, Private,393357, 9th,5, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,0,0,48, United-States, <=50K -65,,249043, Bachelors,13, Married-civ-spouse,, Husband, White, Male,10605,0,40, United-States, >50K -31, Private,72630, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,14084,0,50, United-States, >50K -61, Private,223133, HS-grad,9, Divorced, Handlers-cleaners, Not-in-family, Black, Female,0,0,40, United-States, <=50K -43, State-gov,345969, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -40, State-gov,195520, Some-college,10, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,49, United-States, <=50K -39, Private,257942, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -37, Local-gov,269300, Some-college,10, Married-spouse-absent, Adm-clerical, Unmarried, Black, Female,0,0,27, United-States, <=50K -47, Private,137354, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -45, Federal-gov,232997, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,65, United-States, >50K -30, Private,77266, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -30, Self-emp-not-inc,164190, Prof-school,15, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -49, Private,153536, Some-college,10, Divorced, Prof-specialty, Not-in-family, White, Male,14084,0,44, United-States, >50K -51, Local-gov,26832, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -31, Private,188096, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,72, United-States, >50K -48, Self-emp-inc,369522, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,25, United-States, >50K -20, Private,110998, Some-college,10, Never-married, Adm-clerical, Own-child, Asian-Pac-Islander, Female,0,0,30, United-States, <=50K -32, Private,205152, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,3103,0,40, United-States, >50K -31,,163890, Some-college,10, Never-married,, Unmarried, Black, Female,0,0,40, United-States, <=50K -19, Private,358631, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,25, United-States, <=50K -50, Private,185354, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,35, United-States, <=50K -33, Private,336061, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -25,,47011, Bachelors,13, Never-married,, Own-child, White, Male,0,0,20, United-States, <=50K -49, Private,149949, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,1876,40, United-States, <=50K -30, Private,59496, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,32950, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -44, Private,109912, Doctorate,16, Married-civ-spouse, Exec-managerial, Wife, White, Female,15024,0,32, United-States, >50K -24, Private,199555, Assoc-voc,11, Never-married, Sales, Unmarried, White, Male,0,0,5, United-States, <=50K -28, Private,91299, Assoc-voc,11, Never-married, Adm-clerical, Not-in-family, Asian-Pac-Islander, Female,0,0,45, United-States, <=50K -56, Private,99359, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,1617,40, United-States, <=50K -38, Private,242559, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,38, United-States, <=50K -20, Private,286391, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,2176,0,20, United-States, <=50K -82, Private,132870, HS-grad,9, Widowed, Exec-managerial, Not-in-family, White, Female,0,4356,18, United-States, <=50K -52, Federal-gov,22428, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,60, United-States, >50K -32, Private,239150, Some-college,10, Never-married, Craft-repair, Not-in-family, Black, Male,0,0,40, United-States, <=50K -37, Private,170563, Assoc-voc,11, Separated, Prof-specialty, Unmarried, White, Female,0,0,32, United-States, <=50K -36, Private,173542, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -39, Private,286026, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -30, Private,72887, HS-grad,9, Married-civ-spouse, Craft-repair, Own-child, Asian-Pac-Islander, Male,3411,0,40, United-States, <=50K -49, Local-gov,163229, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,56, United-States, <=50K -40, Local-gov,165726, Assoc-voc,11, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -42, Private,70055, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, <=50K -35, Private,184655, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -39, Private,139906, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,81, United-States, <=50K -32, Local-gov,198211, Assoc-voc,11, Married-spouse-absent, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -22, Private,146540, 11th,7, Never-married, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -53, Local-gov,132304, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -25, Private,190916, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -17, Never-worked,237272, 10th,6, Never-married,, Own-child, White, Male,0,0,30, United-States, <=50K -44, Private,755858, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,70, United-States, >50K -52, Private,127315, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -42, State-gov,304302, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -34, Private,184942, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -27, Private,267989, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,188377, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, Black, Male,0,0,40, United-States, <=50K -39, State-gov,221059, Masters,14, Married-civ-spouse, Prof-specialty, Other-relative, Other, Female,7688,0,38, United-States, >50K -26, Private,340787, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -48, Private,140782, Masters,14, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,1902,38, United-States, >50K -57, Private,169071, HS-grad,9, Divorced, Sales, Unmarried, White, Female,0,0,28, United-States, <=50K -36, Self-emp-not-inc,151094, Assoc-voc,11, Separated, Exec-managerial, Not-in-family, White, Male,0,0,48, United-States, <=50K -27, Private,122922, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -17, Private,151141, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,15, United-States, <=50K -30, Private,136651, 5th-6th,3, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Mexico, <=50K -37, Private,177285, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Wife, Black, Female,0,0,48, United-States, >50K -31, Local-gov,128016, Bachelors,13, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -23, Private,200318, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,20, United-States, <=50K -32, Private,250354, 10th,6, Never-married, Craft-repair, Other-relative, White, Male,0,0,45, United-States, <=50K -58, Private,191069, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -31, Private,27856, HS-grad,9, Never-married, Other-service, Unmarried, White, Female,0,0,8, United-States, <=50K -44, Private,523484, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,40, United-States, >50K -39, Federal-gov,257175, Bachelors,13, Divorced, Tech-support, Unmarried, Black, Female,0,625,40, United-States, <=50K -59, Private,174864, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1485,45, United-States, >50K -42, Private,196029, Bachelors,13, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,48, United-States, >50K -45, Private,200471, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,35, United-States, <=50K -20, Private,353195, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,35, United-States, <=50K -35, Private,222868, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -50, Private,221791, Assoc-acdm,12, Married-civ-spouse, Tech-support, Husband, Black, Male,0,0,40, United-States, <=50K -56, Private,197114, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,28, United-States, <=50K -48, Private,160220, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -58, Self-emp-not-inc,274917, Masters,14, Widowed, Other-service, Not-in-family, White, Female,0,0,15, United-States, <=50K -32, Private,348460, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -23, Private,112683, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,12, United-States, <=50K -48, Private,345831, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -33, Private,105370, HS-grad,9, Divorced, Protective-serv, Not-in-family, White, Male,0,0,70, United-States, <=50K -48, Private,345006, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,45, Mexico, <=50K -55, Private,195329, HS-grad,9, Widowed, Other-service, Not-in-family, White, Female,2202,0,35, Italy, <=50K -40, Local-gov,108765, Assoc-voc,11, Never-married, Exec-managerial, Unmarried, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -50, Private,138022, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -52, Self-emp-not-inc,175029, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, <=50K -19, Private,189574, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -55, Self-emp-not-inc,141409, 10th,6, Married-civ-spouse, Sales, Husband, White, Male,7688,0,50, United-States, >50K -36, Self-emp-not-inc,186035, Prof-school,15, Married-civ-spouse, Sales, Husband, White, Male,0,0,30, United-States, >50K -39, Private,165235, Bachelors,13, Separated, Prof-specialty, Unmarried, Asian-Pac-Islander, Female,0,0,40, Philippines, >50K -22, Private,105043, Some-college,10, Never-married, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -44, Private,230684, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,50, United-States, >50K -34, Private,345705, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,1408,38, United-States, <=50K -33, Private,248584, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,50, United-States, <=50K -55, Private,436861, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,14084,0,40, United-States, >50K -35, Private,200153, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -50, Private,398625, 11th,7, Widowed, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -43, Private,114043, Some-college,10, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -29, Private,169544, Assoc-voc,11, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -56, Private,343849, Some-college,10, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, <=50K -33, Private,162572, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,40, United-States, >50K -24, Private,291578, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -46, Private,136162, Assoc-voc,11, Divorced, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -60, Self-emp-inc,376133, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,15024,0,15, United-States, >50K -48, Self-emp-inc,302612, Masters,14, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -65, Local-gov,240166, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,35, United-States, <=50K -29, Private,193152, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,1408,40, United-States, <=50K -42, Private,248094, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,1740,43, United-States, <=50K -44, Private,119281, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -73, Self-emp-not-inc,300404, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,6, United-States, >50K -21, Private,82847, Some-college,10, Never-married, Tech-support, Not-in-family, White, Female,0,0,50, United-States, <=50K -32, Self-emp-inc,161153, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,1902,55, United-States, >50K -43, Federal-gov,287008, Masters,14, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,35, United-States, >50K -21, Private,654141, HS-grad,9, Never-married, Craft-repair, Not-in-family, Black, Male,0,0,32, United-States, <=50K -30, Private,252646, Some-college,10, Separated, Transport-moving, Not-in-family, White, Male,0,0,20, United-States, <=50K -54, Private,171924, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,48, United-States, <=50K -19, Private,219742, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,15, United-States, <=50K -55, State-gov,153788, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,37, United-States, <=50K -20, Private,60639, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,28, United-States, <=50K -53, Private,96062, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, Greece, <=50K -51, Private,165614, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,55, United-States, >50K -33, Private,159888, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -62, Private,110586, Some-college,10, Widowed, Priv-house-serv, Unmarried, White, Female,0,0,40, United-States, <=50K -24, Self-emp-not-inc,143062, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,30, United-States, <=50K -17, Self-emp-inc,413557, 9th,5, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -26, Private,137658, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,45, United-States, <=50K -36, Private,398931, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -32, Private,311764, 10th,6, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,35, United-States, <=50K -58, Private,98725, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -38, Private,140854, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -72, Private,97304, HS-grad,9, Married-spouse-absent, Machine-op-inspct, Unmarried, White, Male,2346,0,40,, <=50K -26, Federal-gov,352768, HS-grad,9, Divorced, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -45,,27184, HS-grad,9, Widowed,, Unmarried, White, Female,0,0,38, United-States, <=50K -72,,237229, Assoc-voc,11, Widowed,, Not-in-family, White, Female,0,0,30, United-States, <=50K -60, Private,142494, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,40, United-States, >50K -27, Private,210313, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, Guatemala, <=50K -38, Private,194538, Assoc-voc,11, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,48, United-States, >50K -37, Self-emp-inc,26698, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,1485,44, United-States, >50K -28, Private,211032, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -38, Self-emp-inc,107909, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -29, Private,136077, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -19, Private,184737, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,1721,40, United-States, <=50K -28, Private,214689, Bachelors,13, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,25, United-States, <=50K -70,,147558, Bachelors,13, Divorced,, Not-in-family, White, Female,0,0,7, United-States, <=50K -40, Self-emp-not-inc,93793, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -26, Private,247025, Assoc-voc,11, Divorced, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -43, Private,284403, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, Black, Male,0,0,60, United-States, <=50K -29, Private,221977, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -25, Federal-gov,339956, Some-college,10, Married-civ-spouse, Protective-serv, Husband, Black, Male,0,0,40, United-States, <=50K -29, Private,161097, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, >50K -60, Private,223696, 1st-4th,2, Divorced, Craft-repair, Not-in-family, Other, Male,0,0,38, Dominican-Republic, <=50K -31, Private,234500, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -51, Local-gov,97005, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -18, Private,242615, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,15, United-States, <=50K -36, Private,174938, Bachelors,13, Divorced, Tech-support, Unmarried, White, Male,0,0,20, United-States, <=50K -35, Private,160120, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, Asian-Pac-Islander, Male,0,0,40, Philippines, >50K -48, Private,193775, Bachelors,13, Divorced, Adm-clerical, Own-child, White, Male,0,0,38, United-States, >50K -78, Self-emp-not-inc,59583, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,25, United-States, <=50K -72, Private,157913, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,17, United-States, <=50K -24, Private,308205, Some-college,10, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -58,,158506, 11th,7, Married-civ-spouse,, Husband, White, Male,0,0,16, United-States, <=50K -36, Private,201769, 11th,7, Never-married, Protective-serv, Not-in-family, Black, Male,13550,0,40, United-States, >50K -48, Private,330470, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,30, United-States, <=50K -28, Private,184078, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -26, Private,123384, Masters,14, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -29, Private,330132, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,60, United-States, <=50K -47, Private,274720, 5th-6th,3, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,40, Jamaica, <=50K -50, Private,129673, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, >50K -35, Federal-gov,205584, 5th-6th,3, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, Mexico, <=50K -17, Private,327127, 11th,7, Never-married, Transport-moving, Own-child, White, Male,0,0,20, United-States, <=50K -41, Private,225892, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, United-States, >50K -37, Private,224886, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,42, United-States, <=50K -35, Local-gov,27763, HS-grad,9, Married-civ-spouse, Other-service, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -56, Private,73684, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Portugal, <=50K -23, Private,107452, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,23871, Assoc-acdm,12, Divorced, Prof-specialty, Unmarried, White, Female,0,0,32, United-States, <=50K -79, Self-emp-inc,309272, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -28, Private,469864, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Black, Male,0,0,40, United-States, <=50K -55, Private,286230, 11th,7, Divorced, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -59, State-gov,186308, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -22, Private,113062, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -19, Private,86150, 11th,7, Never-married, Sales, Own-child, Asian-Pac-Islander, Female,0,0,19, Philippines, <=50K -41, Private,262038, 5th-6th,3, Married-spouse-absent, Farming-fishing, Not-in-family, White, Male,0,0,35, Mexico, <=50K -32, Private,279231, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, Italy, <=50K -67,,188903, 7th-8th,4, Married-civ-spouse,, Husband, White, Male,2414,0,40, United-States, <=50K -45, Private,183786, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,35, United-States, <=50K -61, Private,339358, 5th-6th,3, Married-civ-spouse, Farming-fishing, Other-relative, White, Female,0,0,45, Mexico, <=50K -34, Private,287737, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -43, Self-emp-not-inc,99203, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,297449, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,7298,0,50, United-States, >50K -35, Private,113481, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -65, Private,204042, HS-grad,9, Divorced, Protective-serv, Not-in-family, White, Male,0,0,20, United-States, <=50K -24, Private,43387, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, England, >50K -37, Private,99233, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -34, Self-emp-not-inc,313729, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -42, Private,99679, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, >50K -18, Private,169745, 7th-8th,4, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -43, Federal-gov,19914, Some-college,10, Widowed, Exec-managerial, Unmarried, Amer-Indian-Eskimo, Female,0,0,15, United-States, <=50K -31, Private,113543, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, >50K -19, Private,224241, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -40, Self-emp-inc,137367, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,50, China, <=50K -32, Private,263908, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -47, Private,280798, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -32, Local-gov,203849, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -46, Self-emp-inc,62546, Doctorate,16, Separated, Prof-specialty, Not-in-family, White, Male,0,0,35, United-States, <=50K -40, Private,197344, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,65, United-States, >50K -36, Private,93225, Bachelors,13, Never-married, Craft-repair, Not-in-family, White, Male,0,0,35, United-States, <=50K -33, Private,187560, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,0,36, United-States, <=50K -23, State-gov,61743, 5th-6th,3, Never-married, Transport-moving, Not-in-family, White, Male,0,0,35, United-States, <=50K -21, Private,186648, 10th,6, Separated, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -40, Private,173321, HS-grad,9, Married-civ-spouse, Other-service, Wife, Black, Female,0,0,32, United-States, <=50K -53, State-gov,246820, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -20,,424034, Some-college,10, Never-married,, Own-child, White, Male,0,0,15, United-States, <=50K -53, Self-emp-not-inc,291755, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,72, United-States, <=50K -58, Private,104945, 9th,5, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,0,0,60, United-States, <=50K -51, Private,85423, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, >50K -31, Private,214235, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,65, United-States, <=50K -35, Self-emp-not-inc,278632, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -23,,27415, 11th,7, Never-married,, Own-child, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -31, Local-gov,143392, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,35, United-States, <=50K -21, Private,277408, Some-college,10, Never-married, Other-service, Unmarried, White, Female,0,0,35, United-States, <=50K -39, Self-emp-not-inc,336793, Masters,14, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, >50K -36, Private,184112, Prof-school,15, Married-civ-spouse, Prof-specialty, Wife, White, Female,15024,0,45, United-States, >50K -51, Private,74660, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -18, Private,395026, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,12, United-States, <=50K -32, Private,171215, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,48, United-States, <=50K -56, Private,121362, Bachelors,13, Divorced, Other-service, Not-in-family, White, Female,0,0,32, United-States, <=50K -35, Private,409200, Assoc-acdm,12, Never-married, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, <=50K -63, Private,268965, 12th,8, Widowed, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -61, Private,136262, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -23, Private,141323, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -52, Local-gov,108083, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -19, Private,82210, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -33, State-gov,400943, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -35, Private,308489, Bachelors,13, Married-civ-spouse, Sales, Husband, Black, Male,0,0,50, United-States, <=50K -35, Private,187053, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Female,0,0,60, United-States, >50K -38, Private,75826, Prof-school,15, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, <=50K -23, Private,413345, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,60, United-States, <=50K -22, Private,356567, Assoc-voc,11, Divorced, Tech-support, Not-in-family, White, Male,0,0,60, United-States, <=50K -20, Private,223811, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -19, Private,159313, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -47, Private,250170, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, >50K -59, Private,135617, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,187346, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -36, Private,108103, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,50, United-States, <=50K -27, Private,255476, 5th-6th,3, Never-married, Other-service, Other-relative, White, Male,0,0,40, Mexico, <=50K -24, Private,68577, Assoc-voc,11, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,155961, HS-grad,9, Never-married, Other-service, Own-child, Black, Female,0,0,35, Jamaica, <=50K -22, State-gov,264102, Some-college,10, Never-married, Other-service, Other-relative, Black, Male,0,0,39, Haiti, <=50K -37, Private,167777, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,52, United-States, <=50K -36, Private,225399, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,7298,0,40, United-States, >50K -28, Private,199998, HS-grad,9, Separated, Other-service, Not-in-family, White, Female,0,0,25, United-States, <=50K -55, Private,199856, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,50, United-States, <=50K -29,,189765, 5th-6th,3, Married-civ-spouse,, Wife, White, Female,0,0,40, United-States, <=50K -32, Private,193042, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,44, United-States, <=50K -66,,222810, Some-college,10, Divorced,, Other-relative, White, Female,0,0,35, United-States, <=50K -47, Local-gov,162595, Some-college,10, Married-spouse-absent, Craft-repair, Other-relative, White, Male,0,0,45, United-States, <=50K -23, Private,208826, Bachelors,13, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -50, Local-gov,120190, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,45, United-States, <=50K -40, Self-emp-not-inc,27242, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,84, United-States, <=50K -51, Private,348099, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,1590,40, United-States, <=50K -34, Private,185041, HS-grad,9, Never-married, Prof-specialty, Not-in-family, White, Female,0,1669,45, United-States, <=50K -28, Private,309196, Bachelors,13, Never-married, Protective-serv, Not-in-family, White, Female,0,0,40, United-States, <=50K -52, State-gov,254285, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1887,70, Germany, >50K -39, Self-emp-inc,336226, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,3103,0,60, United-States, >50K -43, Private,240698, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -36, Private,411797, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,35, United-States, >50K -25, Private,178843, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,15, United-States, <=50K -42, Private,136177, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,38, United-States, <=50K -35, Private,243409, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, Germany, <=50K -43, Private,258049, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,53, United-States, >50K -34, Private,164748, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -50, State-gov,24185, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,38, United-States, >50K -30, Private,167476, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -44, Private,106900, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,44, United-States, >50K -52, Private,53497, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,335704, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -36, Private,211022, Assoc-voc,11, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, >50K -30, Private,163003, Bachelors,13, Never-married, Exec-managerial, Own-child, Asian-Pac-Islander, Female,0,0,52, Taiwan, <=50K -36, Self-emp-inc,77146, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,15024,0,45, United-States, >50K -39, Private,67433, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -25, Private,458549, 1st-4th,2, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,96, Mexico, <=50K -26, Private,190469, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -20, Private,195411, HS-grad,9, Never-married, Sales, Own-child, Black, Female,0,0,20, United-States, <=50K -20, Private,216889, Some-college,10, Never-married, Protective-serv, Own-child, White, Male,0,0,40, United-States, <=50K -70,,336007, 5th-6th,3, Married-civ-spouse,, Husband, White, Male,0,0,20, United-States, <=50K -26, Private,167350, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,50, United-States, <=50K -24, Private,241857, Some-college,10, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,35, United-States, <=50K -48, Private,125892, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -62, Private,272209, HS-grad,9, Divorced, Priv-house-serv, Unmarried, Black, Female,0,0,99, United-States, <=50K -48, Private,175221, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -52, Private,180195, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -25, Private,38090, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,44, United-States, <=50K -58, Private,310085, 5th-6th,3, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -40, Federal-gov,118686, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,45, United-States, <=50K -29,,112963, Some-college,10, Married-civ-spouse,, Wife, White, Female,0,0,40, United-States, <=50K -45, Self-emp-inc,120131, 7th-8th,4, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,52,, <=50K -19, Private,43937, Some-college,10, Never-married, Other-service, Other-relative, White, Female,0,0,20, United-States, <=50K -37, Private,210438, 11th,7, Never-married, Handlers-cleaners, Not-in-family, Black, Male,0,0,40, United-States, <=50K -23, Private,176724, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Puerto-Rico, <=50K -31, Self-emp-not-inc,113364, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,60, United-States, <=50K -64, Self-emp-not-inc,73986, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,20, United-States, <=50K -28, Local-gov,197932, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,16, United-States, <=50K -32, Private,193285, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -49, Local-gov,223342, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,44, United-States, <=50K -35, Private,49749, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, >50K -19,,211553, Some-college,10, Never-married,, Own-child, White, Female,0,0,35, United-States, <=50K -45, Private,201865, Doctorate,16, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -39, Private,322143, 12th,8, Married-civ-spouse, Transport-moving, Husband, White, Male,15024,0,70, United-States, >50K -55, Private,158702, Some-college,10, Never-married, Adm-clerical, Not-in-family, Black, Female,0,2339,45,, <=50K -46, Self-emp-not-inc,275625, Bachelors,13, Divorced, Other-service, Unmarried, Asian-Pac-Islander, Female,0,0,60, South, >50K -19, Private,206599, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,16, United-States, <=50K -29, Private,89813, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,40, Scotland, <=50K -25, State-gov,156848, HS-grad,9, Married-civ-spouse, Protective-serv, Own-child, White, Male,0,0,35, United-States, <=50K -37, Private,162494, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -30, Private,205407, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Male,0,0,40, United-States, <=50K -28, Private,375313, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -36, Federal-gov,930948, Some-college,10, Separated, Adm-clerical, Unmarried, Black, Female,6497,0,56, United-States, <=50K -32, Private,127895, Some-college,10, Never-married, Exec-managerial, Unmarried, Black, Female,0,0,35, United-States, <=50K -34, Private,248754, 11th,7, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -34, Private,188096, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,36, United-States, <=50K -20, Private,216811, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -27, Self-emp-inc,113870, Masters,14, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -36, Federal-gov,343052, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -35, Private,280966, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,42044, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,35, United-States, <=50K -32, Private,309513, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -32, Private,163604, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,20, United-States, <=50K -52, Private,224198, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,48, United-States, <=50K -50, Private,338283, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -23, Private,242375, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -25, Private,81286, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -21, Private,243368, Preschool,1, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,50, Mexico, <=50K -31, Private,217803, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,32, United-States, <=50K -31, Self-emp-not-inc,323020, Some-college,10, Married-civ-spouse, Other-service, Wife, White, Female,0,0,30, United-States, <=50K -41, Private,34278, Assoc-voc,11, Separated, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -47, Private,184579, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,60, United-States, <=50K -20,,210781, Some-college,10, Never-married,, Own-child, White, Female,0,0,10, United-States, <=50K -20, Private,142673, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,45, United-States, <=50K -29, Private,131714, 10th,6, Divorced, Machine-op-inspct, Not-in-family, Black, Female,0,0,25, United-States, <=50K -51, Local-gov,74784, Some-college,10, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -30, Local-gov,181372, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,33, United-States, >50K -23,,62507, Some-college,10, Never-married,, Not-in-family, White, Female,0,0,12, United-States, <=50K -48, Private,155664, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,35, United-States, >50K -39, Private,174924, HS-grad,9, Separated, Exec-managerial, Not-in-family, White, Male,14344,0,40, United-States, >50K -62, Private,113440, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,35, United-States, <=50K -22, Private,147227, Bachelors,13, Never-married, Other-service, Not-in-family, White, Male,0,0,30, United-States, <=50K -46, Federal-gov,207022, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,40, United-States, >50K -51, Local-gov,123011, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,35, United-States, >50K -20, Private,184678, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,32, United-States, <=50K -40, Self-emp-inc,182437, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,15024,0,50, United-States, >50K -31, Private,98639, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Private,174201, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -52, Private,123780, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,38, United-States, <=50K -20, Private,374116, HS-grad,9, Never-married, Prof-specialty, Other-relative, White, Female,0,0,40, United-States, <=50K -37, Local-gov,212005, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -65, Private,123965, Bachelors,13, Widowed, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -40, Private,242619, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,4650,0,40, United-States, <=50K -60, Local-gov,138502, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,7298,0,48, United-States, >50K -27, Private,113635, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,35, Ireland, <=50K -62, Private,664366, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -53, Private,218311, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,35, United-States, <=50K -38, Private,278557, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -49, Private,314773, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,194861, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -18, Private,400616, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -25, Private,208117, Bachelors,13, Never-married, Prof-specialty, Other-relative, White, Male,0,0,40, United-States, <=50K -36, Private,184498, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -52, Private,117674, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -19, Private,162621, Some-college,10, Never-married, Tech-support, Own-child, White, Male,0,0,14, United-States, <=50K -23, Private,368739, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -63, Self-emp-not-inc,196994, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,15, United-States, <=50K -63, Self-emp-not-inc,420629, Assoc-voc,11, Married-civ-spouse, Other-service, Husband, White, Male,0,0,45, United-States, <=50K -62, Self-emp-inc,245491, Bachelors,13, Divorced, Sales, Not-in-family, White, Male,99999,0,40, United-States, >50K -51, Self-emp-not-inc,276456, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,3103,0,30, United-States, >50K -76, Local-gov,169133, Some-college,10, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,30, United-States, <=50K -50, Private,99307, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,5013,0,45, United-States, <=50K -45, Self-emp-inc,120131, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -44, Self-emp-inc,456236, Some-college,10, Divorced, Sales, Own-child, White, Male,0,0,45, United-States, >50K -51, Private,107123, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, <=50K -42, Local-gov,125461, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Male,4650,0,35, United-States, <=50K -43, Local-gov,36924, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -53, Private,167065, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,53642, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,154668, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -44, Federal-gov,102238, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -35, Private,54595, 10th,6, Widowed, Other-service, Not-in-family, Black, Female,0,1980,40, United-States, <=50K -27, Private,152951, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,257042, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -60, Private,74243, Assoc-voc,11, Widowed, Craft-repair, Not-in-family, White, Female,0,0,30, United-States, <=50K -49, Private,149049, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Male,14344,0,45, United-States, >50K -33, Private,117186, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -35, Private,178322, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -31, State-gov,286911, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,38, United-States, <=50K -54, Private,203635, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,7298,0,60, United-States, >50K -57, Self-emp-not-inc,177271, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,35, United-States, <=50K -30, Private,149427, 9th,5, Never-married, Craft-repair, Own-child, White, Male,0,0,45, United-States, <=50K -45, Private,101656, 10th,6, Never-married, Machine-op-inspct, Not-in-family, Asian-Pac-Islander, Male,0,0,40, Vietnam, <=50K -41, Private,274363, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,7298,0,42, United-States, >50K -25, Private,241025, Bachelors,13, Never-married, Other-service, Own-child, White, Male,0,0,18, United-States, <=50K -51, Self-emp-inc,338836, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -42, Private,210534, 5th-6th,3, Separated, Adm-clerical, Other-relative, White, Male,0,0,40, El-Salvador, <=50K -28, Private,95725, Assoc-voc,11, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,45, United-States, <=50K -47,,178013, 10th,6, Married-civ-spouse,, Wife, White, Female,0,0,20, Cuba, <=50K -53, Federal-gov,167410, Bachelors,13, Divorced, Tech-support, Not-in-family, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -31, Private,158162, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,13550,0,50, United-States, >50K -46, Private,241935, 11th,7, Married-civ-spouse, Other-service, Husband, Black, Male,7688,0,40, United-States, >50K -25, Federal-gov,406955, HS-grad,9, Never-married, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -47, Private,341762, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,239303, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50,, <=50K -30, Private,38848, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -48, Private,54744, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,332194, Some-college,10, Never-married, Other-service, Own-child, Black, Male,0,0,40, United-States, <=50K -32, Self-emp-not-inc,154950, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,30, United-States, <=50K -33, Self-emp-not-inc,196342, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,45, United-States, >50K -31, Private,201292, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -43, Private,339767, Some-college,10, Married-civ-spouse, Other-service, Wife, White, Female,0,0,20, England, >50K -26, Private,250066, Assoc-voc,11, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -34, Private,318886, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, Black, Male,0,0,40, United-States, <=50K -50, Local-gov,124076, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -30, State-gov,242122, HS-grad,9, Separated, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -17, Private,34019, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -35, Local-gov,230754, Masters,14, Never-married, Prof-specialty, Own-child, Black, Female,0,0,40, United-States, <=50K -29, Private,213842, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -27, Federal-gov,196386, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Husband, White, Male,4064,0,40, El-Salvador, <=50K -32, Self-emp-not-inc,62165, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,40,, <=50K -34, Private,134737, Bachelors,13, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, >50K -32, Private,515629, HS-grad,9, Separated, Handlers-cleaners, Not-in-family, White, Female,0,0,40, United-States, <=50K -47, Federal-gov,119199, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -40, Private,90222, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -26, Private,28443, Assoc-voc,11, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -30, Private,159442, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,40, Ireland, <=50K -54, Private,315804, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -53, Private,135840, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, >50K -38, Private,81232, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40,, >50K -43, Private,118001, 7th-8th,4, Separated, Farming-fishing, Not-in-family, Black, Male,0,0,40, United-States, <=50K -25, Private,207875, Some-college,10, Never-married, Farming-fishing, Own-child, White, Male,0,0,20, United-States, <=50K -39, Private,164898, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -57, Local-gov,170066, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,25, United-States, >50K -47, Private,111994, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,34, United-States, <=50K -45, Private,166636, HS-grad,9, Divorced, Other-service, Other-relative, Black, Female,0,0,35, United-States, <=50K -24, State-gov,61737, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -32, Self-emp-not-inc,241885, 10th,6, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -25, Private,234190, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,35, United-States, <=50K -57, Private,230899, 5th-6th,3, Separated, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -28, Private,114158, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,1977,24, United-States, >50K -28, Private,222442, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,51, Cuba, <=50K -27, Private,157612, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,55, United-States, <=50K -28, Private,199903, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,20, United-States, <=50K -74,,292627, 1st-4th,2, Married-civ-spouse,, Husband, Black, Male,0,0,40, United-States, <=50K -44, Self-emp-not-inc,156687, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, Asian-Pac-Islander, Male,0,0,42, Japan, <=50K -27, Private,369522, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,45, United-States, <=50K -61, Private,226297, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,356017, 11th,7, Never-married, Other-service, Not-in-family, White, Male,0,0,99, United-States, <=50K -28, Private,189257, 9th,5, Never-married, Handlers-cleaners, Own-child, Black, Female,0,0,24, United-States, <=50K -20, Private,157541, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -33, Private,69251, Assoc-voc,11, Never-married, Sales, Own-child, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -38, State-gov,272944, HS-grad,9, Divorced, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -31, Private,113667, HS-grad,9, Never-married, Sales, Unmarried, Black, Female,0,0,25, United-States, <=50K -40, Private,222011, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,45, United-States, >50K -43, Private,191196, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -38, Private,169104, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -19, Private,146679, Some-college,10, Never-married, Exec-managerial, Own-child, Black, Male,0,0,30, United-States, <=50K -56, Private,226985, Assoc-acdm,12, Married-civ-spouse, Other-service, Husband, White, Male,0,0,50, United-States, <=50K -38, Private,153066, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,45, United-States, >50K -30,,159303, Bachelors,13, Married-civ-spouse,, Wife, White, Female,0,0,4, United-States, <=50K -22, Private,200109, HS-grad,9, Married-civ-spouse, Priv-house-serv, Wife, White, Female,4508,0,40, United-States, <=50K -18, State-gov,109445, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,25, United-States, <=50K -68, Private,99491, Some-college,10, Widowed, Other-service, Not-in-family, White, Female,0,0,20, United-States, <=50K -35, Private,172571, Assoc-voc,11, Divorced, Transport-moving, Not-in-family, White, Male,0,0,50, United-States, <=50K -42, Private,143582, 7th-8th,4, Married-civ-spouse, Other-service, Other-relative, Asian-Pac-Islander, Female,0,0,48,, <=50K -32, Private,207113, 10th,6, Divorced, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -43, Federal-gov,192712, Some-college,10, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -30, Private,154297, 10th,6, Never-married, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -62, Private,238913, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,2829,0,24, United-States, <=50K -38, Private,110402, Assoc-voc,11, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,207213, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -28, Private,606111, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,60, Germany, >50K -26, Private,34112, Assoc-voc,11, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -21, Private,119156, Some-college,10, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,20, United-States, <=50K -19, Private,249787, HS-grad,9, Never-married, Other-service, Other-relative, Black, Male,0,0,40, United-States, <=50K -20, Private,153516, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,30, United-States, <=50K -25, State-gov,260754, Bachelors,13, Never-married, Protective-serv, Not-in-family, Black, Male,0,0,40, United-States, <=50K -28, Self-emp-not-inc,155621, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,50, Columbia, <=50K -36, Private,33983, Assoc-voc,11, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,42, United-States, >50K -23, Private,306601, Bachelors,13, Never-married, Craft-repair, Not-in-family, Amer-Indian-Eskimo, Male,0,0,40, Mexico, <=50K -24, Private,270075, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,50, United-States, <=50K -23, Private,109430, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -24, Private,187115, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,20, United-States, <=50K -25, Self-emp-not-inc,463667, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,8, United-States, <=50K -24, Private,52262, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Private,144064, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,62, United-States, <=50K -26, Private,147821, Bachelors,13, Never-married, Sales, Own-child, White, Female,0,0,45,, <=50K -62,,232719, Masters,14, Married-civ-spouse,, Husband, White, Male,0,0,50, United-States, <=50K -36, Private,268620, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,33, United-States, <=50K -45, Private,81132, HS-grad,9, Married-civ-spouse, Other-service, Husband, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -31, Private,323069, Assoc-acdm,12, Divorced, Sales, Unmarried, White, Female,0,880,45, United-States, <=50K -34, Private,242984, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,48, United-States, <=50K -65, Self-emp-inc,172684, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,44, Mexico, >50K -42, Private,103932, Assoc-voc,11, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -27, State-gov,431637, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,70, United-States, <=50K -40, Private,188942, Some-college,10, Married-civ-spouse, Sales, Wife, Black, Female,0,0,40, Puerto-Rico, <=50K -53, Federal-gov,170354, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -54, Private,28518, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -30, State-gov,193380, Bachelors,13, Never-married, Prof-specialty, Other-relative, White, Male,0,0,35, United-States, <=50K -59, Private,175942, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, >50K -42, Self-emp-not-inc,53956, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Male,0,0,55, United-States, <=50K -23, Private,120773, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -28, Private,96219, Bachelors,13, Married-civ-spouse, Other-service, Wife, White, Female,0,0,15, United-States, <=50K -20, Private,104164, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -22, Private,190429, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,20, United-States, <=50K -73,,243030, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,30, United-States, <=50K -47, Self-emp-not-inc,228660, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1977,40, United-States, >50K -44, Private,368757, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,220563, 12th,8, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -37, Private,233571, Assoc-voc,11, Married-civ-spouse, Tech-support, Wife, White, Female,0,0,37, United-States, >50K -39, Private,187847, HS-grad,9, Divorced, Machine-op-inspct, Own-child, White, Male,0,0,50, United-States, <=50K -49, Private,84298, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,7688,0,40, United-States, >50K -44, Self-emp-not-inc,254303, Some-college,10, Divorced, Other-service, Not-in-family, White, Male,0,0,45, United-States, <=50K -27, Private,109611, 9th,5, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,37, Portugal, <=50K -50, Private,189183, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,206951, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -41, Private,282882, HS-grad,9, Never-married, Sales, Unmarried, Black, Female,0,0,40, United-States, <=50K -55, Private,377061, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -53, Private,209906, 1st-4th,2, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,35, Puerto-Rico, <=50K -53, Local-gov,176059, Masters,14, Divorced, Prof-specialty, Unmarried, White, Female,0,0,50, United-States, <=50K -31, Private,279015, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,2415,70, Taiwan, >50K -21, Private,347292, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Private,277314, HS-grad,9, Separated, Machine-op-inspct, Not-in-family, Black, Male,0,0,40, United-States, <=50K -74,,29887, HS-grad,9, Widowed,, Not-in-family, White, Female,0,0,10, United-States, <=50K -53, Private,341439, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,60, United-States, >50K -47, Private,209460, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1485,47, United-States, <=50K -60, Private,114263, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, Hungary, >50K -59, Private,230899, 9th,5, Separated, Machine-op-inspct, Unmarried, White, Female,0,0,40, Mexico, <=50K -37, Private,271767, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,48, United-States, >50K -47, Federal-gov,20956, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1740,40, United-States, <=50K -49, Private,39986, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -73, Local-gov,45784, Some-college,10, Never-married, Prof-specialty, Other-relative, White, Female,0,0,11, United-States, <=50K -58, Private,126991, HS-grad,9, Divorced, Other-service, Unmarried, Black, Female,0,0,20, United-States, <=50K -18,,234648, 11th,7, Never-married,, Own-child, Black, Male,0,0,15, United-States, <=50K -35, Private,207676, Some-college,10, Never-married, Handlers-cleaners, Own-child, Black, Male,0,0,40, United-States, <=50K -24, State-gov,413345, Some-college,10, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,50, United-States, <=50K -62, Private,122033, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,38, United-States, <=50K -58, Private,169611, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -51, Private,90363, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,15024,0,40, United-States, >50K -21, Private,372636, HS-grad,9, Never-married, Sales, Own-child, Black, Male,0,0,40, United-States, <=50K -30, Private,340917, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,34273, Assoc-voc,11, Never-married, Prof-specialty, Not-in-family, White, Female,0,1876,36, Canada, <=50K -25, Private,161027, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,5178,0,40, United-States, >50K -31, Private,99844, HS-grad,9, Never-married, Craft-repair, Not-in-family, Amer-Indian-Eskimo, Male,0,0,45, United-States, <=50K -31, Private,207685, HS-grad,9, Never-married, Other-service, Unmarried, Black, Female,0,0,34, United-States, <=50K -44, Private,74680, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,5178,0,50, United-States, >50K -52, Self-emp-inc,334273, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,65, United-States, >50K -30, Private,36069, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,100563, HS-grad,9, Never-married, Transport-moving, Own-child, Black, Male,0,0,40, United-States, <=50K -36, Private,174308, 11th,7, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -54, Self-emp-not-inc,109413, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -59, Local-gov,212600, Some-college,10, Separated, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, >50K -55, Private,271710, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,45, United-States, <=50K -70,,230816, Assoc-voc,11, Never-married,, Not-in-family, White, Male,0,0,30, United-States, <=50K -22, Private,103277, Assoc-acdm,12, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -42, Private,318947, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -36, Private,187167, Assoc-acdm,12, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, United-States, <=50K -32, Private,204742, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -44, Private,282062, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -22,,283510, HS-grad,9, Never-married,, Unmarried, Black, Male,0,0,45, United-States, <=50K -25, Private,280093, 11th,7, Married-spouse-absent, Handlers-cleaners, Not-in-family, White, Male,0,0,40, Mexico, <=50K -31, Private,202729, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -33, Private,205950, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -54, Self-emp-not-inc,392286, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -42, Self-emp-not-inc,119207, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,48, United-States, <=50K -49, Private,195554, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,44, United-States, <=50K -30, Private,173005, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,44, United-States, <=50K -54, Private,192862, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,45, United-States, <=50K -39, Private,164712, Some-college,10, Never-married, Transport-moving, Unmarried, White, Male,0,0,40, United-States, <=50K -24, Private,195808, Some-college,10, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -21, Private,199444, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,44, United-States, <=50K -23, Private,126346, 9th,5, Never-married, Other-service, Unmarried, Black, Female,0,0,30, United-States, <=50K -54, Private,177675, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,42, United-States, <=50K -23, Private,50341, Masters,14, Never-married, Sales, Not-in-family, White, Female,0,0,20, United-States, <=50K -39, Private,237943, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, White, Male,0,1726,40, United-States, <=50K -23, Private,126945, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,25, United-States, <=50K -67,,92061, HS-grad,9, Widowed,, Other-relative, White, Female,0,0,8, United-States, <=50K -19,,109938, 11th,7, Married-civ-spouse,, Wife, Asian-Pac-Islander, Female,0,0,40, Laos, <=50K -41, Private,267252, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,1902,40, United-States, >50K -32, Private,174704, 11th,7, Never-married, Other-service, Not-in-family, Black, Male,0,0,40, United-States, <=50K -57, Private,124771, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -18, Private,200603, HS-grad,9, Never-married, Adm-clerical, Other-relative, White, Female,0,0,30, United-States, <=50K -60, State-gov,165827, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,60, United-States, >50K -21, Private,301199, Some-college,10, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,40, United-States, <=50K -53, Private,215790, Some-college,10, Widowed, Adm-clerical, Other-relative, White, Female,0,0,22, United-States, <=50K -38, Private,87556, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,55, United-States, >50K -21, Private,111467, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -53, Private,82646, Doctorate,16, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,55, United-States, >50K -24, Private,162282, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -36, Federal-gov,239074, Assoc-acdm,12, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,214925, Masters,14, Never-married, Exec-managerial, Not-in-family, Black, Male,0,0,60, United-States, <=50K -23, Private,194247, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -44, Private,211531, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -32, Local-gov,223267, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,48, United-States, <=50K -25, Private,201635, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, <=50K -41, Self-emp-not-inc,188738, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,0,0,27, United-States, <=50K -18, Private,133055, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,30, United-States, <=50K -57, Private,61761, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1672,45, United-States, <=50K -62, Private,103344, Bachelors,13, Widowed, Exec-managerial, Not-in-family, White, Male,10520,0,50, United-States, >50K -29, Private,109814, Bachelors,13, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -19, Private,225294, HS-grad,9, Never-married, Other-service, Own-child, Black, Female,0,0,40, United-States, <=50K -35, Self-emp-not-inc,97277, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,65, United-States, >50K -52, Private,146711, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -28, Private,286452, 10th,6, Never-married, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -38, Private,20308, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -42, Private,224203, Some-college,10, Widowed, Sales, Unmarried, Black, Female,0,0,40, United-States, <=50K -41, Private,225978, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Black, Male,0,0,40, United-States, <=50K -23, Private,237720, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,38, United-States, <=50K -31, Private,156743, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,76, United-States, >50K -31, Private,509364, 5th-6th,3, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,45, Mexico, <=50K -46, Private,144351, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -18, Private,375515, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -57, Self-emp-not-inc,103529, Masters,14, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,38, United-States, >50K -25, Private,199472, Assoc-voc,11, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,38, United-States, <=50K -32, Private,348152, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -27, Private,221166, 9th,5, Never-married, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -46, Federal-gov,341762, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,45, United-States, >50K -17,,634226, 10th,6, Never-married,, Own-child, White, Female,0,0,17, United-States, <=50K -43, State-gov,159449, HS-grad,9, Never-married, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -56, Self-emp-not-inc,110238, Bachelors,13, Married-spouse-absent, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, >50K -19, Private,458558, HS-grad,9, Married-civ-spouse, Craft-repair, Wife, White, Female,0,0,40, United-States, <=50K -20, Federal-gov,340217, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -42, Private,155106, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,45, United-States, <=50K -90, Private,90523, HS-grad,9, Widowed, Transport-moving, Unmarried, White, Male,0,0,99, United-States, <=50K -25, Private,122756, 11th,7, Separated, Machine-op-inspct, Not-in-family, Black, Male,0,0,35, United-States, <=50K -27, Private,293828, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Female,0,0,40, Jamaica, <=50K -48, Private,299291, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,44, United-States, <=50K -48, Federal-gov,483261, Some-college,10, Never-married, Adm-clerical, Not-in-family, Black, Male,0,0,40, United-States, <=50K -27, Private,122038, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, United-States, <=50K -46, Private,160647, Bachelors,13, Widowed, Tech-support, Unmarried, White, Female,0,0,38, United-States, <=50K -32, Private,106541, 5th-6th,3, Married-civ-spouse, Other-service, Other-relative, White, Male,0,0,40, United-States, <=50K -22, Private,126945, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,188505, Bachelors,13, Married-AF-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -31, Private,377850, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,65, United-States, <=50K -20, Private,193586, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,18, United-States, <=50K -28, Self-emp-not-inc,315417, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Male,2176,0,40, United-States, <=50K -40, Self-emp-inc,57233, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -39, Private,195253, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -54, Local-gov,172991, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -59, Local-gov,223215, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,42, United-States, <=50K -17, Private,95799, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,18, United-States, <=50K -25, Self-emp-not-inc,213385, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,80, United-States, <=50K -49, Local-gov,202467, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -55, Self-emp-not-inc,145574, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Male,34095,0,60, United-States, <=50K -39, Private,147548, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -67, Private,105216, Some-college,10, Widowed, Prof-specialty, Not-in-family, White, Female,0,0,16, United-States, <=50K -28, Private,77760, HS-grad,9, Never-married, Other-service, Unmarried, White, Male,0,0,40, United-States, <=50K -35, Private,167990, 9th,5, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Canada, <=50K -44, Private,167005, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,48, United-States, >50K -51, Private,108435, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,47, United-States, >50K -55, Private,56645, Bachelors,13, Widowed, Farming-fishing, Own-child, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -45, Local-gov,304973, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,78, United-States, >50K -32, Private,42596, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, United-States, <=50K -45, Private,220641, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -45, Private,101452, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,60, England, >50K -35, Private,188888, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, >50K -55, Local-gov,168790, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,44, United-States, <=50K -59, Private,98361, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -22, Private,401762, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,55, United-States, <=50K -46, Local-gov,160187, Masters,14, Widowed, Exec-managerial, Unmarried, Black, Female,0,0,35, United-States, <=50K -23, Private,203715, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -47, Private,144351, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -34, Private,420749, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,30, Germany, <=50K -51, Private,106151, 11th,7, Divorced, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -40, Private,362482, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -24, State-gov,38151, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,12, United-States, <=50K -20, Private,42706, Some-college,10, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,72, United-States, <=50K -44, Private,126199, Some-college,10, Divorced, Transport-moving, Unmarried, White, Male,1831,0,50, United-States, <=50K -26, Private,165510, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -35, Local-gov,216068, HS-grad,9, Separated, Adm-clerical, Unmarried, White, Female,0,0,38, United-States, <=50K -23, Private,215624, Some-college,10, Never-married, Machine-op-inspct, Unmarried, Asian-Pac-Islander, Male,0,0,40, Vietnam, <=50K -40, Private,239708, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -49, Local-gov,199378, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,230420, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,45, United-States, <=50K -28, Private,395022, Assoc-voc,11, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -51, Private,338620, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,60, United-States, >50K -62, Private,210142, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -31, Private,446358, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Mexico, <=50K -47, Local-gov,352614, Assoc-acdm,12, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -36, Private,293528, Assoc-voc,11, Never-married, Tech-support, Not-in-family, White, Female,0,0,3, United-States, <=50K -44, State-gov,55395, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -18,,128538, HS-grad,9, Never-married,, Own-child, White, Female,0,0,20, United-States, <=50K -46, Private,428405, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -32, Private,126838, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -51, Self-emp-not-inc,136836, Assoc-acdm,12, Divorced, Transport-moving, Unmarried, Black, Female,0,0,30, United-States, <=50K -48, Private,105838, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -28, Private,139903, Bachelors,13, Never-married, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -57, Self-emp-inc,106103, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,60, United-States, >50K -33, Private,186824, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,350387, HS-grad,9, Separated, Machine-op-inspct, Not-in-family, White, Male,0,0,15, United-States, <=50K -17, Private,142912, 10th,6, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -63,,321403, 9th,5, Separated,, Not-in-family, Black, Male,0,0,40, United-States, <=50K -31, Self-emp-inc,114937, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -34,,286689, Masters,14, Never-married,, Not-in-family, White, Male,4650,0,30, United-States, <=50K -35, Private,147258, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,1974,40, United-States, <=50K -20, Private,451996, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -36, Private,149833, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, <=50K -24, Private,211968, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,24, United-States, <=50K -33, Private,287908, Some-college,10, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,50, United-States, >50K -36, Private,166549, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,25216, Bachelors,13, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -29, Private,286452, Assoc-acdm,12, Divorced, Sales, Unmarried, White, Female,3418,0,40, United-States, <=50K -47, Private,162034, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -30, Private,186932, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,5178,0,75, United-States, >50K -34, Private,82938, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -23, Private,122048, HS-grad,9, Never-married, Machine-op-inspct, Other-relative, White, Female,0,0,40, United-States, <=50K -33, Private,118710, Assoc-voc,11, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -59, Private,243226, 10th,6, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -67, Self-emp-not-inc,268514, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -26, Private,365289, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -27, Private,165365, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Asian-Pac-Islander, Male,2885,0,40, Laos, <=50K -20, Private,219266, HS-grad,9, Married-civ-spouse, Prof-specialty, Own-child, White, Female,0,0,36,, <=50K -24, Private,283757, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Male,0,0,39, United-States, <=50K -44, Federal-gov,206553, Assoc-voc,11, Divorced, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -31, Private,113364, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -28, Private,328949, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -19, Private,83930, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -31, Self-emp-not-inc,325355, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,1902,40, United-States, >50K -20, Private,131852, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -64, Private,119506, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,15, United-States, <=50K -47, State-gov,100818, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -36, Private,162302, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,35, United-States, <=50K -48, Private,182211, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,44, United-States, >50K -19, Self-emp-not-inc,194205, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,40, Mexico, <=50K -22, Private,141040, HS-grad,9, Never-married, Sales, Own-child, Black, Female,0,0,35, United-States, <=50K -56, Private,346033, 9th,5, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -22, Private,177125, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,50, United-States, <=50K -37, Private,241174, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,99, United-States, >50K -57, Local-gov,130532, Bachelors,13, Widowed, Prof-specialty, Not-in-family, White, Female,0,0,35, United-States, <=50K -38, Private,168496, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -34, Private,362787, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -22,,244771, 11th,7, Separated,, Unmarried, Black, Female,0,0,40, United-States, <=50K -38, Federal-gov,48123, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -30, Self-emp-inc,173858, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,1902,40, South, >50K -32, Private,207201, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,45, United-States, >50K -29, Private,37933, 12th,8, Married-spouse-absent, Other-service, Not-in-family, Black, Female,0,0,40, United-States, <=50K -56, Private,33323, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,175943, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Wife, White, Female,7298,0,35, United-States, >50K -66,,306178, 10th,6, Divorced,, Not-in-family, White, Male,2050,0,40, United-States, <=50K -71, Local-gov,229110, HS-grad,9, Widowed, Exec-managerial, Other-relative, White, Female,0,0,33, United-States, <=50K -20, Private,113511, 11th,7, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -25, Private,333677, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,36, United-States, <=50K -42, Private,236021, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40,, >50K -20,,371089, HS-grad,9, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -61, Private,115023, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -24, State-gov,133586, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, <=50K -51, Private,91137, 9th,5, Never-married, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -27, Private,105598, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -41, Private,352812, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,1902,40, United-States, >50K -31, Private,204829, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -39, Private,247733, HS-grad,9, Divorced, Priv-house-serv, Unmarried, Black, Female,0,0,16, United-States, <=50K -36,,370585, HS-grad,9, Married-civ-spouse,, Husband, Black, Male,0,0,40, United-States, <=50K -51, Self-emp-not-inc,103257, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -52, Private,178915, HS-grad,9, Never-married, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -49, Private,54260, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -43, Private,55395, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -45, Private,233511, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,60, United-States, >50K -49, Private,318331, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -19, Private,195985, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -44, Self-emp-not-inc,38876, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -67, Self-emp-inc,81413, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -58, Private,172618, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -36, Private,174717, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,40, United-States, >50K -67, Private,224984, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,15831,0,16, Germany, >50K -61, Private,423297, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -55, Local-gov,88856, 7th-8th,4, Never-married, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -23,,169104, Assoc-acdm,12, Never-married,, Own-child, Asian-Pac-Islander, Male,0,0,16, Philippines, <=50K -35, Federal-gov,39207, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Private,340018, 10th,6, Never-married, Other-service, Unmarried, Black, Female,0,0,38, United-States, <=50K -20, State-gov,30796, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,10, United-States, <=50K -51, Private,155403, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, Black, Female,0,0,40, United-States, <=50K -23, Private,238092, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -39, Private,225605, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,24, United-States, <=50K -36, Private,289148, Some-college,10, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -47, Private,339863, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -27, Private,178778, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,80, United-States, >50K -29, Private,568490, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -21, State-gov,129345, Some-college,10, Never-married, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, <=50K -18, Private,447882, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,20, United-States, <=50K -24, Private,314165, Some-college,10, Never-married, Exec-managerial, Own-child, White, Male,0,0,20, United-States, <=50K -39, Federal-gov,382859, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -51, State-gov,82504, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -47, Private,149700, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,15024,0,40, United-States, >50K -62, Private,209844, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,30, United-States, <=50K -49, Private,62546, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -20, Private,228686, 11th,7, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,326587, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -25, Private,202091, HS-grad,9, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -54, Self-emp-not-inc,310774, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,450246, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -20,,84375, HS-grad,9, Married-civ-spouse,, Wife, White, Female,0,0,45, United-States, <=50K -43, Private,142444, Some-college,10, Divorced, Sales, Unmarried, White, Female,0,0,55, United-States, >50K -26, Private,82246, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,1876,38, United-States, <=50K -24, Private,192766, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -18, Private,53109, 11th,7, Never-married, Other-service, Own-child, Amer-Indian-Eskimo, Male,0,0,20, United-States, <=50K -45, Self-emp-inc,121836, Some-college,10, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40,, >50K -45, Self-emp-not-inc,298130, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,25, United-States, <=50K -26, Private,135645, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -47, Private,265275, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -54,,410114, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -21, Without-pay,232719, HS-grad,9, Never-married, Craft-repair, Own-child, Black, Male,0,0,40, United-States, <=50K -29, Private,167716, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,99, United-States, <=50K -68, Private,107627, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,15, United-States, <=50K -21, Private,129674, Some-college,10, Never-married, Exec-managerial, Not-in-family, Black, Male,0,0,48, Mexico, <=50K -28, Self-emp-inc,114053, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,30, United-States, <=50K -46, Private,202560, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, >50K -35, Private,219902, HS-grad,9, Separated, Transport-moving, Unmarried, Black, Female,0,0,48, United-States, <=50K -50, Self-emp-not-inc,192654, 10th,6, Never-married, Craft-repair, Not-in-family, White, Male,0,0,25, United-States, <=50K -48, Self-emp-inc,238966, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -17,,112942, 10th,6, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -59, Private,153484, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,15024,0,50, United-States, >50K -23, Private,161874, Some-college,10, Never-married, Exec-managerial, Own-child, Black, Male,0,0,40, United-States, <=50K -53, Private,260106, HS-grad,9, Widowed, Sales, Not-in-family, White, Female,0,0,30, United-States, <=50K -50, Self-emp-inc,240374, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -32,,251612, 5th-6th,3, Never-married,, Unmarried, White, Female,0,0,45, Mexico, <=50K -53, Private,223696, 12th,8, Married-spouse-absent, Handlers-cleaners, Not-in-family, Other, Male,0,0,56, Dominican-Republic, <=50K -52, Private,176134, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,48, United-States, <=50K -38, Private,186959, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -43, Private,456236, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -35, Private,98948, Bachelors,13, Married-civ-spouse, Other-service, Wife, White, Female,0,0,32, United-States, <=50K -41, Private,166662, Prof-school,15, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -22, Private,448626, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -39, Private,167482, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,60, United-States, >50K -45, Private,189792, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -31, Private,399052, 9th,5, Married-civ-spouse, Farming-fishing, Wife, White, Female,0,0,42, United-States, <=50K -40, Private,104196, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1887,40, United-States, >50K -47, Self-emp-not-inc,152752, 5th-6th,3, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,20, United-States, <=50K -53, Private,268545, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, Jamaica, <=50K -53, Self-emp-inc,148532, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -33, Local-gov,281784, Bachelors,13, Never-married, Tech-support, Not-in-family, Black, Male,0,1564,52, United-States, >50K -24, Private,225724, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -34, Private,200192, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -46, Self-emp-inc,170850, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -29, Federal-gov,224858, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,60, United-States, <=50K -61, State-gov,159908, 11th,7, Widowed, Other-service, Unmarried, White, Female,0,0,32, United-States, >50K -31, Private,115488, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,1268339, HS-grad,9, Married-spouse-absent, Tech-support, Own-child, Black, Male,0,0,40, United-States, <=50K -42, Private,195755, HS-grad,9, Separated, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -50, Federal-gov,186272, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,181388, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -39, Private,177181, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -74, Private,91488, 1st-4th,2, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,20, United-States, <=50K -40, Private,230961, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -75, Self-emp-not-inc,309955, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,2174,50, United-States, >50K -40, Local-gov,63042, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -36, Private,29814, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -61,,116230, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, >50K -42,,167678, 11th,7, Married-civ-spouse,, Husband, White, Male,0,0,22, Ecuador, <=50K -28, Private,191088, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, >50K -19, Private,63814, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,18, United-States, <=50K -36, Private,285865, Assoc-acdm,12, Separated, Other-service, Unmarried, Black, Female,0,0,32, United-States, <=50K -33,,160776, Assoc-voc,11, Divorced,, Not-in-family, White, Female,0,0,40, France, <=50K -50, Federal-gov,299831, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,880,40, United-States, <=50K -47, Private,162741, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Wife, Black, Female,15024,0,40, United-States, >50K -48, Private,204990, HS-grad,9, Never-married, Tech-support, Unmarried, Black, Female,0,0,33, Jamaica, <=50K -60, Self-emp-inc,171315, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Private,296462, Masters,14, Never-married, Prof-specialty, Not-in-family, Black, Male,0,0,30, United-States, <=50K -32, Private,103860, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -45, Local-gov,159816, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,1977,35, United-States, >50K -51, Private,96586, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -53, Private,202720, 9th,5, Married-spouse-absent, Machine-op-inspct, Unmarried, Black, Male,0,0,75, Haiti, <=50K -34, Private,202822, Masters,14, Never-married, Tech-support, Unmarried, Black, Female,0,0,40,, <=50K -48, Self-emp-not-inc,379883, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, Mexico, >50K -68,,123464, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,45, United-States, <=50K -32, Private,294121, Assoc-acdm,12, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,50, United-States, <=50K -63,,179981, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,4, United-States, <=50K -31, Private,234387, HS-grad,9, Divorced, Exec-managerial, Unmarried, Black, Female,0,0,40, United-States, <=50K -58, Self-emp-not-inc,154537, Bachelors,13, Divorced, Other-service, Not-in-family, White, Female,0,0,20, United-States, <=50K -32, Private,125856, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -32, Private,156015, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -40, Private,116632, Bachelors,13, Divorced, Sales, Own-child, White, Male,0,0,80, United-States, <=50K -50, Private,124963, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,99999,0,55, United-States, >50K -38, Self-emp-not-inc,115215, 10th,6, Separated, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Private,254905, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,195532, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -28, Private,190067, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,1564,40, United-States, >50K -63, Private,181828, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,48,, <=50K -32, Private,203674, Assoc-acdm,12, Divorced, Prof-specialty, Unmarried, White, Female,0,880,36, United-States, <=50K -25, Private,322585, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,45, United-States, <=50K -59, Private,246262, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -22, Local-gov,211129, Assoc-voc,11, Never-married, Adm-clerical, Own-child, White, Female,0,0,10,, <=50K -49, Private,139268, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -36, Private,188540, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -31,,251167, HS-grad,9, Married-civ-spouse,, Wife, White, Female,0,0,30, Mexico, <=50K -46, Private,94809, Some-college,10, Divorced, Priv-house-serv, Unmarried, White, Female,0,0,30, United-States, <=50K -37, Local-gov,265038, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -48, Private,182566, Bachelors,13, Married-civ-spouse, Sales, Husband, Black, Male,0,0,40, United-States, >50K -43, Private,220109, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,1672,44, United-States, <=50K -41, Private,208470, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -54, Private,28683, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,3464,0,40, United-States, <=50K -36, Private,233571, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,4, United-States, <=50K -29, Private,24562, Bachelors,13, Divorced, Other-service, Unmarried, Other, Female,0,0,40, United-States, <=50K -66, Local-gov,36364, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,2267,40, United-States, <=50K -59, Private,168569, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -62, Private,167098, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -29, Private,271579, 10th,6, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, Mexico, <=50K -28, Private,191355, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -27, Private,31659, Bachelors,13, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,1887,60, United-States, >50K -42, State-gov,83411, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -60, Private,40856, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,46, United-States, >50K -58, Private,115605, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -27, Private,132326, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -45, Private,220213, HS-grad,9, Widowed, Craft-repair, Not-in-family, White, Female,0,0,40, United-States, <=50K -50, Private,172511, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -43, Private,156745, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -39, Private,218916, Prof-school,15, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -21, Private,306114, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,20, United-States, <=50K -24, Private,196675, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,0,0,70, United-States, <=50K -59, Self-emp-not-inc,73411, Prof-school,15, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,30, United-States, <=50K -36, Private,184659, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -72,,75890, Some-college,10, Widowed,, Unmarried, Asian-Pac-Islander, Female,0,0,4, United-States, <=50K -35, Private,320451, Masters,14, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,65, Hong, >50K -33, Private,172498, Some-college,10, Divorced, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -30, Private,131588, HS-grad,9, Never-married, Craft-repair, Not-in-family, Black, Female,0,0,45, United-States, <=50K -40, Private,124520, Assoc-voc,11, Divorced, Craft-repair, Unmarried, White, Male,0,0,50, United-States, >50K -26, Self-emp-not-inc,93806, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, <=50K -37, Federal-gov,173192, Assoc-voc,11, Separated, Adm-clerical, Not-in-family, Black, Male,0,0,40, United-States, <=50K -68, Self-emp-not-inc,198554, Some-college,10, Divorced, Transport-moving, Not-in-family, White, Female,0,0,20, United-States, <=50K -45, Private,26502, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,72, United-States, >50K -56, Private,225267, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,150042, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -50, Private,211319, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,50, United-States, >50K -38, Private,208358, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,58115, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,41, United-States, <=50K -28, Private,219267, HS-grad,9, Never-married, Other-service, Unmarried, White, Female,0,0,28, United-States, <=50K -39, Federal-gov,129573, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,50, United-States, <=50K -26, Local-gov,27834, Bachelors,13, Never-married, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, <=50K -52, Self-emp-inc,415037, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,65, United-States, >50K -52, Private,191529, Bachelors,13, Divorced, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K -84, Private,132806, HS-grad,9, Widowed, Other-service, Not-in-family, White, Female,0,0,13, United-States, <=50K -33, Federal-gov,137059, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,10, United-States, <=50K -46, Federal-gov,102308, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,50, United-States, >50K -30, Private,164309, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,35, United-States, <=50K -38, Private,40955, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, England, >50K -66, Private,141085, HS-grad,9, Widowed, Priv-house-serv, Not-in-family, White, Female,0,0,8, United-States, <=50K -62, Federal-gov,258124, Masters,14, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, Italy, >50K -31, Private,467579, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,1887,40, United-States, >50K -31, Private,145139, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -39, Private,231141, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,2829,0,40, United-States, <=50K -60, Self-emp-not-inc,146674, HS-grad,9, Divorced, Craft-repair, Not-in-family, Black, Male,0,0,50,, <=50K -27, Private,242207, Bachelors,13, Never-married, Tech-support, Own-child, White, Female,0,0,40, United-States, <=50K -37,,102541, Assoc-voc,11, Married-civ-spouse,, Wife, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -38, Private,135416, Some-college,10, Divorced, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -25, Private,267284, HS-grad,9, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,40, United-States, <=50K -48, Private,130812, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, <=50K -42, Self-emp-not-inc,183765, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50,, <=50K -45, Local-gov,188823, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -22, Private,200593, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -50, Private,124094, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Poland, <=50K -21, Private,50411, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K -44, Local-gov,101689, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -60, Self-emp-not-inc,73091, HS-grad,9, Separated, Other-service, Not-in-family, Black, Male,0,1876,50, United-States, <=50K -21,,107801, Some-college,10, Never-married,, Own-child, White, Female,0,0,6, United-States, <=50K -51, Private,176969, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,48, United-States, <=50K -30, Private,342709, HS-grad,9, Married-spouse-absent, Craft-repair, Other-relative, White, Male,0,0,40, United-States, <=50K -46, Self-emp-not-inc,368561, Assoc-acdm,12, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -43, Private,26915, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -57, Private,157974, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Male,0,0,48, United-States, <=50K -48, Private,109832, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,40, United-States, >50K -39, Self-emp-inc,116358, Bachelors,13, Married-civ-spouse, Sales, Husband, Asian-Pac-Islander, Male,7688,0,40,, >50K -68, Self-emp-not-inc,195881, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,2414,0,40, United-States, <=50K -33, Private,183000, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,24, United-States, <=50K -22, Without-pay,302347, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,4416,0,40, United-States, <=50K -18,,151463, 11th,7, Never-married,, Other-relative, White, Male,0,0,7, United-States, <=50K -28, Private,217200, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,50, United-States, <=50K -32, Private,31740, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,40, India, <=50K -56, Private,35520, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,42, United-States, <=50K -36, Private,369843, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,50, United-States, <=50K -34, Private,199227, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, <=50K -18, Private,144711, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,1721,40, United-States, <=50K -39, Private,382802, 10th,6, Widowed, Machine-op-inspct, Not-in-family, Black, Male,0,1590,40, United-States, <=50K -25, Private,254781, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -27, Self-emp-not-inc,70657, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,35, United-States, <=50K -56, Self-emp-not-inc,50791, Masters,14, Divorced, Sales, Not-in-family, White, Male,0,1876,60, United-States, <=50K -33, Self-emp-not-inc,222162, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -49, Self-emp-inc,94606, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,60, United-States, >50K -44, Self-emp-not-inc,104196, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,84, United-States, <=50K -30, Self-emp-not-inc,455995, 11th,7, Never-married, Craft-repair, Not-in-family, White, Male,0,0,45, United-States, >50K -27, Private,166210, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -25, Private,198986, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, >50K -30, Self-emp-inc,292465, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -38, Private,99388, Assoc-acdm,12, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, El-Salvador, <=50K -38, Private,698363, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -46, Private,154940, Some-college,10, Divorced, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -37, Private,401998, HS-grad,9, Widowed, Machine-op-inspct, Unmarried, White, Female,0,0,20, United-States, <=50K -62, Private,162825, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -55, Self-emp-not-inc,271795, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -47, Self-emp-not-inc,134671, HS-grad,9, Married-spouse-absent, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -45, Private,87583, HS-grad,9, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,14, United-States, <=50K -50, Private,248619, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,130200, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, White, Male,0,0,40, United-States, <=50K -45, Private,178922, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,20, United-States, <=50K -23, Private,51985, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,38, United-States, <=50K -37, Private,125933, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,50, United-States, >50K -38, State-gov,104280, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, >50K -27, Private,617860, Some-college,10, Never-married, Handlers-cleaners, Own-child, Black, Male,0,0,40, United-States, <=50K -29, Private,122112, Bachelors,13, Married-civ-spouse, Sales, Wife, White, Female,0,0,50, United-States, <=50K -45, Local-gov,181758, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -41, Self-emp-inc,223671, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,1887,55, United-States, >50K -38, Self-emp-not-inc,140117, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,20, United-States, <=50K -27, Private,107458, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -51, Federal-gov,215948, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, Other, Male,0,0,40,, <=50K -44, Federal-gov,306440, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -33, Federal-gov,615893, Masters,14, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, Nicaragua, <=50K -28, Self-emp-inc,201186, HS-grad,9, Married-civ-spouse, Sales, Husband, Black, Male,99999,0,40, United-States, >50K -32, Private,37210, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -43, Private,196084, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, <=50K -45, Local-gov,166181, HS-grad,9, Divorced, Other-service, Own-child, Black, Female,0,0,40, United-States, <=50K -52, Federal-gov,291096, Assoc-acdm,12, Married-civ-spouse, Other-service, Husband, White, Male,7298,0,40, United-States, >50K -24, Private,232841, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,35, United-States, <=50K -19,,131982, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -47, Private,408788, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -53, Self-emp-inc,42924, Doctorate,16, Divorced, Exec-managerial, Not-in-family, White, Male,14084,0,50, United-States, >50K -31, Private,181091, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -30, Private,200246, Assoc-voc,11, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -56, Private,282023, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -49, Federal-gov,128990, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -38, Private,106838, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -19, Private,144750, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,18, United-States, <=50K -39, Private,108140, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,103323, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -47, Private,268022, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,55, United-States, >50K -58, Private,197114, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,191628, HS-grad,9, Never-married, Transport-moving, Not-in-family, Black, Male,2174,0,40, United-States, <=50K -59, Local-gov,176118, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, >50K -24, Private,42401, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,47, United-States, <=50K -42, Private,322385, Assoc-voc,11, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,2407,0,40, United-States, <=50K -53, State-gov,123011, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -35, Private,210945, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,50, United-States, <=50K -36, Local-gov,130620, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, Asian-Pac-Islander, Female,0,0,40, China, >50K -26, Private,248990, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Mexico, <=50K -33, Private,132705, 9th,5, Separated, Adm-clerical, Not-in-family, White, Male,0,0,48, United-States, <=50K -29, Private,94892, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -43, Private,141858, 11th,7, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,81232, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,15024,0,50, United-States, >50K -48, Private,114561, Bachelors,13, Married-spouse-absent, Prof-specialty, Other-relative, Asian-Pac-Islander, Female,0,0,36, Philippines, >50K -45, Local-gov,191776, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -43, Private,128354, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -27, Private,37088, 9th,5, Never-married, Other-service, Own-child, White, Male,0,0,30, United-States, <=50K -21, Private,414812, 7th-8th,4, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -63,,156799, HS-grad,9, Widowed,, Not-in-family, White, Female,0,0,4, United-States, <=50K -39, Private,33983, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,15024,0,40, United-States, >50K -52, Self-emp-not-inc,194995, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,15024,0,55, United-States, >50K -41, Self-emp-inc,73431, Bachelors,13, Widowed, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -48, Private,155664, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,7688,0,70, United-States, >50K -27,,182386, 11th,7, Divorced,, Unmarried, White, Female,0,0,35, United-States, <=50K -53, State-gov,281074, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Male,0,1092,40, United-States, <=50K -33, Local-gov,248346, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -37, Private,167482, 10th,6, Never-married, Craft-repair, Own-child, White, Male,0,0,35, United-States, <=50K -18,,171088, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -43, Federal-gov,211763, Doctorate,16, Separated, Prof-specialty, Unmarried, Black, Female,0,0,24, United-States, >50K -20, Private,122166, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -47, Private,370119, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -36, Self-emp-not-inc,138940, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,70, United-States, <=50K -41, Private,174575, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,1887,45, United-States, >50K -67, Private,101132, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,1797,0,40, United-States, <=50K -38, Private,292307, Bachelors,13, Married-spouse-absent, Craft-repair, Not-in-family, Black, Male,0,0,40, Dominican-Republic, <=50K -47, Self-emp-not-inc,248776, Masters,14, Never-married, Exec-managerial, Not-in-family, Black, Male,0,0,25, United-States, <=50K -39, Private,314007, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -34, Self-emp-not-inc,213226, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1485,35,, <=50K -36, Private,76845, HS-grad,9, Never-married, Other-service, Own-child, Black, Male,0,0,35, United-States, <=50K -24, Private,148320, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,40, United-States, <=50K -50, Self-emp-not-inc,54261, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,84, United-States, <=50K -21, Private,223352, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,1055,0,30, United-States, <=50K -21, Private,211013, 9th,5, Never-married, Other-service, Own-child, White, Female,0,0,50, Mexico, <=50K -40, Private,209833, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -19, Private,356272, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,25, United-States, <=50K -38, Private,143538, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -34, Private,242960, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -44, Local-gov,263871, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -20, Private,151105, Assoc-acdm,12, Never-married, Sales, Own-child, White, Female,0,0,25, United-States, <=50K -44, Private,207685, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Male,0,1564,55, England, >50K -49, Local-gov,46537, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,594,0,10, United-States, <=50K -45, Self-emp-inc,84324, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -24, Private,224716, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -34, Private,186269, HS-grad,9, Divorced, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -58, Self-emp-not-inc,143731, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,72, United-States, >50K -39, Private,236391, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -22, Private,54560, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -38, Private,266325, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,32, United-States, >50K -32, Federal-gov,42900, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,50, United-States, >50K -45, State-gov,183710, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,48, United-States, <=50K -23, Private,278254, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,45, United-States, <=50K -35, Private,119992, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -52, Private,284329, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -55, Private,368727, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -23, Private,353696, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -22, Private,31387, Bachelors,13, Married-civ-spouse, Adm-clerical, Own-child, Amer-Indian-Eskimo, Female,2885,0,25, United-States, <=50K -27, Private,110931, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,169532, Assoc-acdm,12, Never-married, Adm-clerical, Own-child, White, Female,0,0,15, United-States, <=50K -21, Private,285522, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -49, Private,198774, Bachelors,13, Divorced, Sales, Other-relative, White, Female,0,0,35, United-States, <=50K -32, Private,123291, 12th,8, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -64, Private,146110, Some-college,10, Widowed, Other-service, Unmarried, White, Female,0,0,24, United-States, <=50K -37, Self-emp-not-inc,29814, HS-grad,9, Never-married, Farming-fishing, Unmarried, White, Male,0,0,50, United-States, <=50K -61, Private,195595, 7th-8th,4, Married-spouse-absent, Machine-op-inspct, Not-in-family, White, Male,0,0,40, Guatemala, <=50K -44, Private,92649, HS-grad,9, Married-civ-spouse, Craft-repair, Wife, White, Female,0,0,40, United-States, >50K -53, Private,290688, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,52, United-States, >50K -43, Private,427382, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, >50K -60, State-gov,234854, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,40, United-States, >50K -23, Private,276568, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -25, Private,250038, Masters,14, Married-civ-spouse, Machine-op-inspct, Not-in-family, White, Male,0,0,40, Mexico, <=50K -29, Private,150861, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -51, Private,87205, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,0,55, England, <=50K -47, Private,343579, 1st-4th,2, Married-spouse-absent, Farming-fishing, Not-in-family, White, Male,0,0,12, Mexico, <=50K -20, Private,94401, HS-grad,9, Never-married, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -25, Private,120238, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,5178,0,40, Poland, >50K -27, Private,205440, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,198996, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -18, Private,294253, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,27, United-States, <=50K -23, Private,256628, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,32, United-States, <=50K -59, Self-emp-not-inc,223131, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,60, United-States, <=50K -46, Private,207301, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,37, United-States, <=50K -66,,270460, 7th-8th,4, Divorced,, Not-in-family, White, Male,0,0,40, United-States, <=50K -46, Local-gov,125457, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,38, United-States, >50K -36, Local-gov,212856, 11th,7, Never-married, Other-service, Unmarried, White, Female,0,0,23, United-States, <=50K -44, Private,197389, HS-grad,9, Married-spouse-absent, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -17, Private,73338, 11th,7, Never-married, Sales, Own-child, White, Male,0,0,20, United-States, <=50K -27, Private,68037, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,45, United-States, <=50K -32, Private,185027, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -53, Private,107123, HS-grad,9, Divorced, Other-service, Not-in-family, Black, Male,0,0,40, United-States, <=50K -22, Private,109482, Some-college,10, Never-married, Prof-specialty, Own-child, White, Male,0,0,98, United-States, <=50K -30, Private,174543, Assoc-acdm,12, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -47, Self-emp-not-inc,208407, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,2002,30, United-States, <=50K -68, Self-emp-not-inc,211584, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -39, Private,108540, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,202416, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -62,,160155, 7th-8th,4, Married-civ-spouse,, Husband, White, Male,6418,0,40, United-States, >50K -20, Private,176178, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,35, United-States, <=50K -21, Private,265148, HS-grad,9, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,38, Jamaica, <=50K -34, Private,220631, Assoc-voc,11, Never-married, Other-service, Not-in-family, White, Male,0,0,50,, <=50K -30, Self-emp-not-inc,303692, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,75, United-States, <=50K -25, Private,135845, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -23, State-gov,199915, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,21, United-States, <=50K -40, State-gov,150533, Bachelors,13, Married-civ-spouse, Prof-specialty, Other-relative, White, Male,0,0,40, United-States, <=50K -26, Federal-gov,85482, HS-grad,9, Never-married, Adm-clerical, Not-in-family, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -57, Self-emp-not-inc,24473, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -36, Private,272944, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -43,,82077, Some-college,10, Divorced,, Unmarried, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -49, State-gov,194895, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -58, Private,314153, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -32, Private,176253, Some-college,10, Divorced, Exec-managerial, Not-in-family, Black, Male,0,0,40, United-States, <=50K -59, Private,113959, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,45, United-States, >50K -42, State-gov,167581, Bachelors,13, Never-married, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -37, Private,79586, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,40, Iran, <=50K -40, Private,166662, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,45, United-States, >50K -47, Private,72896, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -56, Private,345730, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -30, Private,302473, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -42, Private,42346, HS-grad,9, Widowed, Exec-managerial, Not-in-family, Black, Female,0,0,35, United-States, <=50K -21, Private,243921, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -21, Private,131620, HS-grad,9, Married-spouse-absent, Machine-op-inspct, Own-child, White, Female,0,0,40, Dominican-Republic, <=50K -47, Private,158924, HS-grad,9, Married-civ-spouse, Tech-support, Wife, White, Female,0,0,40, United-States, <=50K -22, Self-emp-not-inc,32921, Some-college,10, Never-married, Farming-fishing, Own-child, White, Male,0,0,20, United-States, <=50K -35, Private,252897, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Female,14344,0,40, United-States, >50K -41, Private,155657, 11th,7, Never-married, Handlers-cleaners, Other-relative, Black, Female,0,0,40, United-States, <=50K -43, Federal-gov,155106, Bachelors,13, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,53, United-States, <=50K -60, Private,82775, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, <=50K -73, Private,26248, 7th-8th,4, Married-civ-spouse, Sales, Husband, White, Male,0,0,30, United-States, >50K -90, Private,88991, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, England, >50K -62, Federal-gov,125155, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,38, United-States, <=50K -28, Private,218039, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -45, Private,53524, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -19, Private,259352, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,45, United-States, <=50K -30, Private,296453, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,35, United-States, <=50K -19, Private,278915, 12th,8, Never-married, Handlers-cleaners, Own-child, Black, Female,0,0,52, United-States, <=50K -23, Private,565313, Some-college,10, Never-married, Other-service, Own-child, Black, Male,2202,0,80, United-States, <=50K -22, Federal-gov,274103, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,10, United-States, <=50K -19, Private,271118, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,28, United-States, <=50K -45, Federal-gov,207107, Assoc-acdm,12, Divorced, Adm-clerical, Unmarried, Asian-Pac-Islander, Male,0,2080,40, Philippines, <=50K -26, Local-gov,138597, HS-grad,9, Never-married, Other-service, Unmarried, Black, Female,0,0,25, United-States, <=50K -42, Local-gov,180985, 10th,6, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,99999,0,40, United-States, >50K -62, Self-emp-not-inc,159939, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,35, United-States, <=50K -61, Private,110920, 10th,6, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,34862, Bachelors,13, Divorced, Sales, Not-in-family, Amer-Indian-Eskimo, Male,0,1564,60, United-States, >50K -22, Local-gov,163205, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,53, United-States, <=50K -56, Private,110003, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -32, Private,229051, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -24,,144898, Some-college,10, Never-married,, Unmarried, White, Male,0,0,40, United-States, <=50K -26, Private,211596, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -32, Private,48458, HS-grad,9, Never-married, Sales, Own-child, Black, Female,0,1669,45, United-States, <=50K -58, Private,201393, Assoc-acdm,12, Divorced, Adm-clerical, Not-in-family, White, Male,0,1876,40, United-States, <=50K -25, Self-emp-not-inc,136450, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,35, United-States, >50K -23, Private,193586, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,25, United-States, <=50K -23, Private,91189, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -54, Private,227832, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,271936, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,35, United-States, <=50K -35, Private,61343, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -30, Private,157778, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,25, United-States, >50K -23, Private,201680, 12th,8, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,228320, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,50, United-States, >50K -72, Private,33404, 10th,6, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,20, United-States, <=50K -21, Private,103205, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,279029, Bachelors,13, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -54, Private,213092, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -58, Private,126104, Masters,14, Divorced, Adm-clerical, Not-in-family, White, Female,0,1980,45, United-States, <=50K -32, Private,119124, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -65, Private,31924, Some-college,10, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,15, United-States, <=50K -22, Private,253799, Bachelors,13, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45,, <=50K -52, Private,266138, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40,, >50K -65, Private,185001, 10th,6, Widowed, Sales, Not-in-family, White, Female,0,0,20, United-States, <=50K -33, Self-emp-not-inc,34102, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,35, United-States, <=50K -35, Private,115214, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, White, Male,6497,0,65, United-States, <=50K -27, Private,289484, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -34, State-gov,287908, HS-grad,9, Never-married, Other-service, Own-child, Black, Male,0,0,42, United-States, <=50K -53, Self-emp-not-inc,158284, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,70, United-States, <=50K -23, Private,60668, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Portugal, <=50K -43, State-gov,222978, Doctorate,16, Separated, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, >50K -58, Private,244605, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,3908,0,40, United-States, <=50K -38, Private,150601, 10th,6, Separated, Adm-clerical, Unmarried, White, Male,0,3770,40, United-States, <=50K -26, Private,199143, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,50, United-States, <=50K -60, Private,131681, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -28, Private,346406, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,1672,50, United-States, <=50K -33, Federal-gov,391122, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,30, United-States, <=50K -29, Local-gov,280344, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -54, State-gov,188809, Doctorate,16, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, >50K -41, Private,277488, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,36, United-States, <=50K -63, Self-emp-not-inc,181561, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -31, Private,158545, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,27, United-States, <=50K -23, Private,313573, Bachelors,13, Never-married, Sales, Own-child, Black, Female,0,0,25, United-States, <=50K -31, Private,591711, Some-college,10, Married-spouse-absent, Transport-moving, Not-in-family, Black, Male,0,0,40,, <=50K -41, Private,268183, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -51, Private,392286, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -59, Private,233312, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -23, Private,520231, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,45, United-States, <=50K -24, Self-emp-not-inc,186831, Some-college,10, Never-married, Exec-managerial, Not-in-family, Black, Male,0,0,45, United-States, <=50K -67, Self-emp-not-inc,141085, HS-grad,9, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,20, United-States, <=50K -65,,198019, HS-grad,9, Widowed,, Not-in-family, White, Female,0,0,35, United-States, <=50K -47, Local-gov,198660, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -21, Private,409230, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, Guatemala, <=50K -38, Private,376025, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -55, Private,80167, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -39, Private,99357, Masters,14, Divorced, Prof-specialty, Own-child, White, Female,1506,0,40, United-States, <=50K -24, Private,82847, HS-grad,9, Separated, Other-service, Unmarried, White, Female,0,0,50, Portugal, >50K -24, Private,22201, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, Asian-Pac-Islander, Male,0,0,40, Thailand, <=50K -38, Private,275223, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,7298,0,40, United-States, >50K -19, Private,117595, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,24, United-States, <=50K -32, Private,207668, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -63, Self-emp-not-inc,179981, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -18, Private,192583, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,30, United-States, <=50K -36, Private,66304, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, <=50K -41, Private,200671, Bachelors,13, Divorced, Transport-moving, Own-child, Black, Male,6497,0,40, United-States, <=50K -57, Private,32365, Some-college,10, Never-married, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, <=50K -48, Private,28497, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -44, Private,222978, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,1504,40, United-States, <=50K -25, Private,160261, Some-college,10, Never-married, Exec-managerial, Own-child, Asian-Pac-Islander, Male,0,0,40, China, <=50K -48, Private,120724, 12th,8, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -20, Private,91733, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,8, United-States, <=50K -74, Self-emp-not-inc,146929, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, <=50K -44, Private,205706, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -26, Private,181666, Some-college,10, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,40, United-States, <=50K -54, Local-gov,279452, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,207568, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,48, United-States, >50K -38, Private,22494, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,7443,0,40, United-States, <=50K -18, Private,210026, 10th,6, Never-married, Other-service, Other-relative, White, Female,0,0,40, United-States, <=50K -32, Local-gov,190889, Masters,14, Never-married, Prof-specialty, Not-in-family, Other, Female,0,0,40,, <=50K -24, Private,109869, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -19, Self-emp-not-inc,285263, 9th,5, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,35, Mexico, <=50K -28, Private,192588, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,232945, HS-grad,9, Separated, Handlers-cleaners, Not-in-family, Other, Male,0,0,30, United-States, <=50K -49, Local-gov,31339, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -50, Private,305147, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -63, Private,188914, HS-grad,9, Widowed, Machine-op-inspct, Other-relative, Black, Female,0,0,40, Haiti, <=50K -58, Self-emp-not-inc,141165, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -68, Self-emp-inc,136218, HS-grad,9, Widowed, Other-service, Unmarried, White, Female,0,0,15, United-States, <=50K -41, Federal-gov,371382, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,40, United-States, >50K -21,,199177, HS-grad,9, Never-married,, Not-in-family, White, Female,0,0,40, United-States, <=50K -27, Private,221366, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,3103,0,50, United-States, >50K -24, Private,403671, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -50, Private,193871, Bachelors,13, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -47, Private,306183, Some-college,10, Divorced, Other-service, Own-child, White, Female,0,0,44, United-States, <=50K -64,,159938, HS-grad,9, Divorced,, Not-in-family, White, Male,8614,0,40, United-States, >50K -54, Private,124194, HS-grad,9, Widowed, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -28, Private,69847, Bachelors,13, Never-married, Adm-clerical, Own-child, Asian-Pac-Islander, Female,0,0,30, United-States, <=50K -26, State-gov,169323, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -35, State-gov,172327, Bachelors,13, Separated, Exec-managerial, Not-in-family, White, Male,0,0,42, United-States, <=50K -48, Private,118889, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,2885,0,15, United-States, <=50K -50, Private,166220, Assoc-acdm,12, Married-civ-spouse, Sales, Wife, White, Female,3942,0,40, United-States, <=50K -39, Private,186420, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -46, Private,192779, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,45, United-States, >50K -41, Private,105616, Some-college,10, Widowed, Adm-clerical, Unmarried, Black, Female,0,0,48, United-States, <=50K -24, Private,141113, 7th-8th,4, Married-civ-spouse, Sales, Husband, White, Male,2580,0,40, United-States, <=50K -57, Private,160275, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -32, Private,164507, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, Columbia, <=50K -41, Private,207578, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,50, India, >50K -55, Private,314592, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -41,,254630, Assoc-voc,11, Divorced,, Not-in-family, White, Male,0,0,80, United-States, <=50K -69, Private,159522, 7th-8th,4, Divorced, Machine-op-inspct, Unmarried, Black, Female,2964,0,40, United-States, <=50K -22, Private,112130, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Female,0,0,40, United-States, <=50K -45, Private,192835, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,3942,0,40, United-States, <=50K -33, Private,206280, HS-grad,9, Never-married, Adm-clerical, Not-in-family, Black, Male,0,0,40, United-States, <=50K -57, Private,308861, Some-college,10, Separated, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Self-emp-not-inc,93206, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,1902,65, United-States, >50K -40, Private,206066, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -48, Self-emp-not-inc,309895, Some-college,10, Divorced, Handlers-cleaners, Own-child, White, Female,0,0,40, United-States, <=50K -38, Local-gov,216129, Some-college,10, Married-spouse-absent, Exec-managerial, Unmarried, Black, Female,0,0,35, United-States, <=50K -26, State-gov,287420, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,60, United-States, <=50K -24, Private,163595, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -35, Private,170092, HS-grad,9, Married-spouse-absent, Other-service, Unmarried, Black, Female,0,0,20, United-States, <=50K -37, Private,287031, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,5178,0,75, United-States, >50K -42, Private,59474, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -37, Private,99151, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -37, Private,206888, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, <=50K -28, Private,177119, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,80,, <=50K -22, Private,173736, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,182163, 11th,7, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, Germany, <=50K -45, Local-gov,311080, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -29, Self-emp-not-inc,389857, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, >50K -23, Private,297152, Some-college,10, Never-married, Adm-clerical, Own-child, Black, Female,0,0,25, United-States, <=50K -24, Federal-gov,130534, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -25, Private,137301, Assoc-acdm,12, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -58, Private,316235, HS-grad,9, Divorced, Sales, Other-relative, White, Female,0,0,32, United-States, <=50K -28, Self-emp-inc,32922, Assoc-voc,11, Never-married, Sales, Not-in-family, White, Male,0,0,60, United-States, <=50K -58, Private,118303, HS-grad,9, Widowed, Sales, Not-in-family, White, Female,0,0,35, United-States, >50K -18, Private,188241, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,16, United-States, <=50K -59, Private,236731, 7th-8th,4, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, Puerto-Rico, <=50K -39, Private,209397, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -53, Self-emp-inc,290640, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -54, Private,221915, Prof-school,15, Never-married, Prof-specialty, Other-relative, White, Female,0,0,65, United-States, <=50K -51, Private,175246, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, >50K -59, Private,159724, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,7298,0,55, United-States, >50K -42, State-gov,160369, HS-grad,9, Never-married, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, >50K -36, Private,461337, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -37, Private,187311, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,60, United-States, <=50K -32, Private,29312, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -38, Self-emp-not-inc,197365, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,50, United-States, <=50K -19, Private,301747, HS-grad,9, Separated, Adm-clerical, Own-child, White, Female,0,0,30, United-States, <=50K -55, Local-gov,135439, Bachelors,13, Widowed, Prof-specialty, Not-in-family, White, Female,0,0,48, United-States, <=50K -30, Private,340917, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -27, Private,155057, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -65,,200749, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,25, United-States, <=50K -44, Private,323627, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,5, United-States, <=50K -23,,154921, 5th-6th,3, Never-married,, Not-in-family, White, Male,0,0,50, United-States, <=50K -32, Private,131425, Bachelors,13, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, <=50K -60, Private,184242, HS-grad,9, Married-spouse-absent, Other-service, Unmarried, White, Female,0,0,20, United-States, <=50K -28, Private,149769, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, Asian-Pac-Islander, Male,0,0,40, Cambodia, <=50K -44, Private,124924, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, Mexico, <=50K -29, Private,253003, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,16, United-States, <=50K -57, State-gov,250976, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,104196, Some-college,10, Divorced, Transport-moving, Not-in-family, White, Male,0,0,60, United-States, <=50K -34, Self-emp-not-inc,250182, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -44, Private,188331, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Female,0,0,42, United-States, <=50K -44, Private,187322, Bachelors,13, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -57, Private,130714, 1st-4th,2, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,22, United-States, <=50K -37, Private,40955, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,30, United-States, <=50K -35, Private,107125, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,16, United-States, >50K -51, Private,145714, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,99999,0,50,, >50K -27, Private,133937, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,45, United-States, <=50K -41, State-gov,293485, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,3103,0,40, United-States, >50K -28,,203260, Bachelors,13, Never-married,, Not-in-family, White, Male,0,0,8, United-States, <=50K -37, Self-emp-not-inc,143368, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -18, Private,51789, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,8, United-States, <=50K -24, State-gov,211049, 7th-8th,4, Never-married, Tech-support, Unmarried, White, Female,0,0,20, United-States, <=50K -53, Private,81794, 12th,8, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -40, Private,139193, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,1980,48, United-States, <=50K -54, Private,150999, Some-college,10, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,60, United-States, <=50K -22, Private,332657, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -44, Private,240043, 10th,6, Married-spouse-absent, Adm-clerical, Unmarried, Black, Female,0,0,30, United-States, <=50K -43, Private,186188, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Female,0,0,45, Iran, <=50K -58, State-gov,223400, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,20, United-States, >50K -59, Local-gov,102442, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,45, United-States, >50K -31, Private,236599, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -35, Private,283237, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -17, Private,150106, 10th,6, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -45, Private,102076, Some-college,10, Divorced, Prof-specialty, Unmarried, White, Female,0,0,32, United-States, <=50K -40, Private,374764, Some-college,10, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Private,32528, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,45, United-States, <=50K -25, Federal-gov,50053, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Male,0,0,45, United-States, <=50K -58, Private,212864, HS-grad,9, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -39, Private,30673, Some-college,10, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,50, United-States, >50K -69,,248248, 1st-4th,2, Married-civ-spouse,, Husband, Asian-Pac-Islander, Male,0,0,34, Philippines, <=50K -23, Private,419554, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,54, United-States, <=50K -32, State-gov,177216, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -48, Private,118158, Assoc-acdm,12, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,44, United-States, <=50K -41, Private,116391, Bachelors,13, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, Germany, <=50K -74, Private,194312, 9th,5, Widowed, Craft-repair, Not-in-family, White, Male,0,0,10,, <=50K -43, Private,111895, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -18, Private,193290, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,1721,20, United-States, <=50K -24, Federal-gov,287988, Bachelors,13, Never-married, Armed-Forces, Not-in-family, White, Male,0,0,40, United-States, <=50K -58, Private,147653, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,32, United-States, <=50K -54, Private,117674, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -60, Private,187458, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,410351, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,207578, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -62,,55621, Some-college,10, Married-civ-spouse,, Husband, Black, Male,0,0,35, United-States, >50K -27, State-gov,271243, Some-college,10, Divorced, Adm-clerical, Unmarried, Black, Male,0,0,40, Jamaica, <=50K -30, Private,188798, Some-college,10, Divorced, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -63, Local-gov,168656, Bachelors,13, Divorced, Craft-repair, Not-in-family, Black, Male,0,0,35, Outlying-US(Guam-USVI-etc), <=50K -33, Private,460408, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,3325,0,50, United-States, <=50K -34, Private,241885, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, <=50K -20,,133061, 9th,5, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -51, Private,194097, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,219137, 10th,6, Never-married, Other-service, Own-child, Black, Male,0,0,25, United-States, <=50K -50, Private,31621, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -43, Private,207685, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,57052, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,2885,0,40, United-States, <=50K -19, Private,109854, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -20,,369678, HS-grad,9, Never-married,, Not-in-family, Other, Male,0,0,43, United-States, <=50K -17, Private,53611, 12th,8, Never-married, Other-service, Own-child, White, Female,0,0,6, United-States, <=50K -47, Private,344916, Assoc-acdm,12, Divorced, Transport-moving, Not-in-family, Black, Male,0,0,40, United-States, <=50K -25, Local-gov,198813, Bachelors,13, Never-married, Adm-clerical, Other-relative, Black, Female,0,0,40, United-States, <=50K -71, Private,180733, Masters,14, Never-married, Other-service, Not-in-family, White, Female,0,0,20, United-States, <=50K -21, Private,188073, HS-grad,9, Never-married, Machine-op-inspct, Own-child, Black, Female,0,0,40, United-States, <=50K -69,,159077, 11th,7, Married-civ-spouse,, Husband, White, Male,0,0,48, United-States, <=50K -48, Private,174829, Assoc-acdm,12, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -57, Private,142791, 7th-8th,4, Widowed, Sales, Other-relative, White, Female,0,1602,3, United-States, <=50K -58, Self-emp-not-inc,43221, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,2415,40, United-States, >50K -34, Private,188736, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Other-relative, Other, Female,0,0,20, Columbia, <=50K -33, Local-gov,222654, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,66,, <=50K -56, Private,251836, 5th-6th,3, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40,, <=50K -40, Federal-gov,112388, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -28, Private,209641, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,32, United-States, <=50K -42, Private,313945, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, Ecuador, <=50K -19,,134974, Some-college,10, Never-married,, Own-child, White, Female,0,0,20, United-States, <=50K -41, Private,152742, Assoc-voc,11, Divorced, Tech-support, Not-in-family, White, Female,3325,0,40, United-States, <=50K -28, Self-emp-inc,153291, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,35, United-States, <=50K -40, Private,353432, 10th,6, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,35, United-States, <=50K -23, Private,96635, Some-college,10, Never-married, Machine-op-inspct, Own-child, Asian-Pac-Islander, Male,0,0,30, United-States, <=50K -46,,202560, HS-grad,9, Married-civ-spouse,, Wife, White, Female,0,0,40, United-States, >50K -39, Private,150057, Masters,14, Never-married, Sales, Not-in-family, White, Male,0,0,50, United-States, >50K -39, Private,114844, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,1876,50, United-States, <=50K -45, Private,132847, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Female,0,0,40, United-States, <=50K -21,,41356, Some-college,10, Never-married,, Own-child, White, Female,0,0,35, United-States, <=50K -50, Self-emp-not-inc,93705, Some-college,10, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -33, Private,309350, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,123084, 11th,7, Married-civ-spouse, Machine-op-inspct, Own-child, White, Female,0,0,40, United-States, <=50K -55, Private,174662, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,32, United-States, <=50K -62, Federal-gov,177295, HS-grad,9, Widowed, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -31, Private,211880, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -35, Self-emp-not-inc,454915, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,232475, HS-grad,9, Separated, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -57, Self-emp-inc,244605, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -50, Private,150876, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,1887,55, United-States, >50K -51, Private,257337, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -47, Private,329144, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,4386,0,45, United-States, >50K -37, Private,116960, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,45, United-States, >50K -58, Private,267663, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, Mexico, <=50K -39, Private,47871, Bachelors,13, Divorced, Exec-managerial, Unmarried, White, Female,0,0,50, United-States, >50K -34, Private,295922, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, England, >50K -45, Private,175625, HS-grad,9, Separated, Adm-clerical, Unmarried, White, Female,0,0,38, United-States, <=50K -19,,129586, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -42, Private,190179, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,40, United-States, >50K -40, Private,168071, Assoc-voc,11, Divorced, Tech-support, Not-in-family, White, Male,3325,0,40, United-States, <=50K -39, Self-emp-not-inc,202027, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,50, United-States, >50K -36, Private,202662, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -56, Private,101436, HS-grad,9, Divorced, Adm-clerical, Other-relative, Amer-Indian-Eskimo, Female,0,0,35, United-States, <=50K -19,,119234, Some-college,10, Never-married,, Other-relative, White, Female,0,0,15, United-States, <=50K -37, Private,360743, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,0,0,40, United-States, >50K -60, Local-gov,93272, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -56, Private,145574, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -51, Private,101722, 7th-8th,4, Married-civ-spouse, Exec-managerial, Husband, Amer-Indian-Eskimo, Male,3908,0,47, United-States, <=50K -34, Private,135785, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,36, United-States, <=50K -23,,218415, Some-college,10, Never-married,, Own-child, White, Female,0,0,10, United-States, <=50K -19, Private,127709, HS-grad,9, Never-married, Farming-fishing, Own-child, Black, Male,0,0,30, United-States, <=50K -37, Federal-gov,448337, HS-grad,9, Never-married, Exec-managerial, Unmarried, Black, Female,0,0,40, United-States, <=50K -58, Private,310320, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -33, Private,251521, 11th,7, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,35, United-States, <=50K -39, Private,255503, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, >50K -36, Private,116608, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,4865,0,40, United-States, <=50K -26, Private,71009, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -22, Private,174975, Assoc-voc,11, Never-married, Tech-support, Own-child, White, Female,0,0,36, United-States, <=50K -32, Private,108023, Masters,14, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -17, Private,204018, 11th,7, Never-married, Sales, Unmarried, White, Male,0,0,15, United-States, <=50K -57,,366563, Some-college,10, Divorced,, Not-in-family, White, Female,0,0,40, United-States, <=50K -68, Private,121846, 7th-8th,4, Widowed, Other-service, Unmarried, Amer-Indian-Eskimo, Female,0,0,20, United-States, <=50K -70, Private,278139, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,3432,0,40, United-States, <=50K -30, Private,114691, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -19, State-gov,536725, Some-college,10, Never-married, Adm-clerical, Other-relative, White, Female,0,0,15, Japan, <=50K -51, Private,94432, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -19, Private,286002, Some-college,10, Never-married, Adm-clerical, Other-relative, White, Male,0,0,30, Nicaragua, <=50K -47, Private,101684, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,352834, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,55, United-States, >50K -36, Private,99146, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,1887,40, United-States, >50K -30, Private,231413, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -26, Private,158846, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, <=50K -41, Local-gov,190786, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,20, United-States, <=50K -25, Private,306513, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,45, United-States, <=50K -62, Private,152148, 9th,5, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,309580, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -26,,130832, Bachelors,13, Never-married,, Unmarried, White, Female,0,0,10, United-States, <=50K -25, Private,194897, HS-grad,9, Never-married, Sales, Own-child, Amer-Indian-Eskimo, Male,6849,0,40, United-States, <=50K -30, Private,130078, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,45, United-States, <=50K -48, Private,39986, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -20, Private,379198, HS-grad,9, Never-married, Other-service, Other-relative, Other, Male,0,0,40, Mexico, <=50K -51, Private,189762, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,15, United-States, >50K -19, Private,178147, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,10, United-States, <=50K -31, Private,332379, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -36, Private,175759, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,50, United-States, >50K -21,,262062, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -40, Private,275446, HS-grad,9, Never-married, Sales, Own-child, Black, Male,0,0,40, United-States, <=50K -30, Self-emp-not-inc,278522, 11th,7, Never-married, Farming-fishing, Own-child, Black, Male,0,0,40, United-States, <=50K -28, Self-emp-not-inc,54683, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,1590,40, United-States, <=50K -57, Private,136107, 9th,5, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, >50K -18, Private,205894, 11th,7, Never-married, Sales, Own-child, White, Male,0,0,15, United-States, <=50K -54, Private,210736, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -32, Private,166634, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, <=50K -52, Private,185283, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -27, Private,180553, HS-grad,9, Separated, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -45, Private,199058, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,48,, <=50K -18, Private,145005, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -37, Self-emp-not-inc,184655, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,35, United-States, <=50K -52, Private,358554, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, >50K -59, Private,307423, 9th,5, Never-married, Other-service, Not-in-family, Black, Male,0,0,50, United-States, <=50K -27, Private,472070, Assoc-voc,11, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -43, Federal-gov,115562, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -56, Private,32446, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -44, Self-emp-not-inc,33121, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,72, United-States, <=50K -37, Private,183345, Assoc-voc,11, Never-married, Craft-repair, Not-in-family, White, Male,0,0,45, United-States, <=50K -28, Private,119793, Assoc-voc,11, Divorced, Exec-managerial, Not-in-family, White, Male,10520,0,50, United-States, >50K -48, Self-emp-not-inc,97883, HS-grad,9, Separated, Other-service, Other-relative, White, Female,0,0,25, United-States, <=50K -58, Self-emp-not-inc,31732, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -29, Private,206250, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -37, Private,103323, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -35, Self-emp-inc,135436, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -36, Private,376455, Assoc-voc,11, Divorced, Craft-repair, Not-in-family, White, Male,0,0,38, United-States, <=50K -52, Private,160703, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,48, United-States, <=50K -30, Private,131699, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -22, Private,243842, 9th,5, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -55, Self-emp-not-inc,349910, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -61, Private,170262, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,15024,0,38, United-States, >50K -33, Private,184306, HS-grad,9, Divorced, Handlers-cleaners, Unmarried, White, Male,0,0,30, United-States, <=50K -46, Private,224202, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -64, Private,151540, 11th,7, Widowed, Tech-support, Unmarried, White, Female,0,0,16, United-States, <=50K -28, Private,231197, 10th,6, Married-spouse-absent, Craft-repair, Unmarried, White, Male,0,0,40, Mexico, <=50K -19, Private,279968, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,42, United-States, <=50K -36, Private,162651, HS-grad,9, Separated, Adm-clerical, Not-in-family, White, Male,0,0,40, Columbia, <=50K -43, Self-emp-not-inc,130126, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -39, Self-emp-not-inc,160120, Doctorate,16, Divorced, Adm-clerical, Other-relative, Other, Male,0,0,40,, <=50K -56, Private,161662, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,42, United-States, >50K -24, Local-gov,201664, Some-college,10, Never-married, Protective-serv, Own-child, White, Male,0,0,40, United-States, <=50K -40, Private,137142, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -45, Self-emp-inc,122206, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -56, Local-gov,183169, Masters,14, Widowed, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -46, Private,126513, HS-grad,9, Separated, Craft-repair, Unmarried, Black, Female,0,0,40,, <=50K -35, Federal-gov,185053, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -36, Self-emp-not-inc,408427, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -50, Self-emp-not-inc,198581, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -61, Private,199198, 7th-8th,4, Widowed, Other-service, Not-in-family, Black, Female,0,0,21, United-States, <=50K -31, Private,184306, Assoc-voc,11, Never-married, Transport-moving, Own-child, White, Male,0,1980,60, United-States, <=50K -63, Private,172740, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,205153, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -48, Private,164964, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -45, Private,162606, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,35, United-States, <=50K -24, Private,179627, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,103408, Some-college,10, Divorced, Prof-specialty, Not-in-family, Black, Male,0,0,40, Germany, >50K -27, Private,36440, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -26, Private,57512, Assoc-voc,11, Never-married, Craft-repair, Own-child, White, Male,0,0,48, United-States, <=50K -27, Private,187981, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -55, Private,393768, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,108726, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -31, Private,180551, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -51, Self-emp-not-inc,176240, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -56, Private,70720, 12th,8, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -39, Private,35890, Assoc-acdm,12, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -50, Private,283676, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -34, Local-gov,105540, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,2051,40, United-States, <=50K -44, Private,408717, HS-grad,9, Divorced, Sales, Not-in-family, White, Male,3674,0,50, United-States, <=50K -21, Private,57916, HS-grad,9, Never-married, Protective-serv, Own-child, White, Male,0,0,40, United-States, <=50K -37, Private,177974, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,70, United-States, <=50K -34,,177304, 10th,6, Divorced,, Not-in-family, White, Male,0,0,40, Columbia, <=50K -18, Private,115839, 12th,8, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,30, United-States, <=50K -34,,205256, HS-grad,9, Married-civ-spouse,, Husband, White, Male,2885,0,80, United-States, <=50K -38, Private,117802, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,65, United-States, >50K -19, Private,211355, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,12, United-States, <=50K -46, Private,173243, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -19, Private,343200, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,25, United-States, <=50K -22, Private,401690, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,20, Mexico, <=50K -38, Private,196123, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -33, Private,168981, Masters,14, Divorced, Exec-managerial, Own-child, White, Female,14084,0,50, United-States, >50K -83, Self-emp-not-inc,213866, HS-grad,9, Widowed, Exec-managerial, Not-in-family, White, Male,0,0,8, United-States, <=50K -34, Private,55176, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -38, Private,153976, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,119176, Some-college,10, Widowed, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -27, Private,169117, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, Black, Female,0,1887,40, United-States, >50K -38, Private,156550, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -25, Private,109609, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,25, United-States, <=50K -38, Private,26698, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -52, Private,236497, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,48, United-States, >50K -33, State-gov,306309, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -17, Private,242773, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -28, Private,124680, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,6849,0,60, United-States, <=50K -52, Local-gov,43909, HS-grad,9, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -34, Private,112820, HS-grad,9, Separated, Handlers-cleaners, Not-in-family, White, Male,2463,0,40, United-States, <=50K -25, Private,148300, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,15, United-States, <=50K -17, Private,133449, 9th,5, Never-married, Other-service, Own-child, Black, Male,0,0,26, United-States, <=50K -22, Private,263670, HS-grad,9, Never-married, Other-service, Own-child, Black, Male,0,0,80, United-States, <=50K -22, Private,276494, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, Black, Male,0,0,40, United-States, <=50K -46, Private,190115, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,1887,40, United-States, >50K -58, Private,317479, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, Black, Female,0,0,40, United-States, <=50K -39, Private,151248, Some-college,10, Divorced, Sales, Other-relative, White, Female,0,0,35, United-States, <=50K -59, Local-gov,130532, Some-college,10, Widowed, Other-service, Not-in-family, White, Female,0,0,40, Poland, <=50K -61, Private,160062, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,299635, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -50, Private,171225, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,40, Philippines, >50K -51, Private,33304, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -43, Private,95634, Bachelors,13, Married-civ-spouse, Other-service, Wife, Asian-Pac-Islander, Female,0,0,45,, <=50K -20, Private,243878, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -38, Local-gov,181721, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,40, United-States, <=50K -44, Federal-gov,201435, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, >50K -28, Private,334032, Assoc-voc,11, Never-married, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -50, Private,220019, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, <=50K -53, Private,71772, Doctorate,16, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -42, Self-emp-not-inc,27661, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -47, Private,191411, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,45, India, <=50K -39, Private,123945, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -38, Self-emp-not-inc,37778, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,60, United-States, <=50K -34, State-gov,171216, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,50, United-States, <=50K -40, Private,93955, Some-college,10, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, <=50K -63, Private,163809, Some-college,10, Widowed, Sales, Not-in-family, White, Female,0,0,20, United-States, <=50K -53, Private,346754, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, >50K -43, Private,188436, Assoc-voc,11, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,48, United-States, <=50K -28, Private,72443, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,1669,60, United-States, <=50K -68, Private,186350, HS-grad,9, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,10, United-States, >50K -22,,214238, 7th-8th,4, Never-married,, Unmarried, White, Female,0,0,40, Mexico, <=50K -46, State-gov,394860, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,38, United-States, <=50K -57, Private,262642, HS-grad,9, Never-married, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -38, Private,125550, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,35, United-States, <=50K -66, Private,192504, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,131310, Assoc-acdm,12, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -54, Private,249322, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,7688,0,50, United-States, >50K -38, Private,172755, HS-grad,9, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Private,209993, 11th,7, Separated, Priv-house-serv, Unmarried, White, Female,0,0,8, Mexico, <=50K -30, Private,166961, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,37, United-States, <=50K -39, Private,315291, HS-grad,9, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -31, Private,284703, Masters,14, Never-married, Prof-specialty, Not-in-family, Black, Male,0,0,40, United-States, <=50K -50, Private,166565, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, <=50K -30, Self-emp-not-inc,173854, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -25, Private,189219, Bachelors,13, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -24, Private,210781, Bachelors,13, Never-married, Priv-house-serv, Not-in-family, White, Female,0,0,40, France, <=50K -59, Local-gov,171328, HS-grad,9, Separated, Protective-serv, Other-relative, Black, Female,0,2339,40, United-States, <=50K -45, Private,199832, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,15, United-States, <=50K -64, Private,251292, 5th-6th,3, Separated, Other-service, Other-relative, White, Female,0,0,20, Cuba, <=50K -61, Private,122246, 12th,8, Married-civ-spouse, Other-service, Wife, White, Female,0,0,40, United-States, <=50K -42, Private,190767, Assoc-voc,11, Divorced, Tech-support, Unmarried, White, Female,0,0,40, United-States, <=50K -28, Private,278736, 5th-6th,3, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Mexico, <=50K -53, Private,124963, HS-grad,9, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -33, Self-emp-not-inc,167476, 11th,7, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,7, United-States, <=50K -34, Local-gov,246104, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,40, United-States, <=50K -41, Private,171615, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,48, United-States, <=50K -67, Private,264095, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,9386,0,24, Cuba, >50K -46, Private,177114, Assoc-acdm,12, Widowed, Prof-specialty, Unmarried, White, Female,0,0,27, United-States, <=50K -32, Private,146154, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, United-States, <=50K -41, Private,198196, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,79712, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Other, Male,0,0,40, United-States, <=50K -54, Self-emp-not-inc,154785, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -33, Private,182423, HS-grad,9, Divorced, Other-service, Unmarried, Black, Male,0,0,40, United-States, <=50K -20,,347292, HS-grad,9, Never-married,, Own-child, White, Male,0,0,32, United-States, <=50K -34, Private,118584, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -20, Private,219835, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,30,, <=50K -17,,148769, HS-grad,9, Never-married,, Own-child, Black, Male,0,0,40, United-States, <=50K -45, Private,197418, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,48, United-States, <=50K -21, Private,253190, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -25, Private,192273, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,129573, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,41, United-States, <=50K -17, Private,173807, 11th,7, Never-married, Craft-repair, Own-child, White, Female,0,0,15, United-States, <=50K -35, Private,217893, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,30, United-States, <=50K -38, Private,102938, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -48, Local-gov,407495, Assoc-acdm,12, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,56, United-States, >50K -25, Private,50053, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Male,0,0,40, Japan, <=50K -57, Private,233382, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, Cuba, <=50K -32, Private,270968, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, >50K -39, Local-gov,272166, Bachelors,13, Separated, Prof-specialty, Not-in-family, Black, Male,0,0,30, United-States, <=50K -23, Private,199915, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,35, United-States, <=50K -21, Private,305781, HS-grad,9, Never-married, Handlers-cleaners, Unmarried, White, Male,0,0,45, United-States, <=50K -47, Private,107682, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,48, United-States, <=50K -25, Private,188507, 7th-8th,4, Never-married, Machine-op-inspct, Other-relative, White, Female,0,0,40, Dominican-Republic, <=50K -18,,28311, 11th,7, Never-married,, Own-child, White, Female,0,0,35, United-States, <=50K -41, Federal-gov,197069, Some-college,10, Married-spouse-absent, Adm-clerical, Not-in-family, Black, Male,4650,0,40, United-States, <=50K -19, Private,177839, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,15, United-States, <=50K -24, Private,77665, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,42, United-States, <=50K -57, Private,127728, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,50, United-States, >50K -51,,172175, Doctorate,16, Never-married,, Not-in-family, White, Male,0,2824,40, United-States, >50K -32, Private,106742, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -28, Self-emp-not-inc,192838, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -40, Private,79531, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,75, United-States, >50K -21, State-gov,337766, Some-college,10, Never-married, Prof-specialty, Own-child, White, Male,0,0,20, United-States, <=50K -45, Self-emp-not-inc,33234, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -17,,34088, 12th,8, Never-married,, Own-child, White, Female,0,0,25, United-States, <=50K -55, Private,176904, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -42, Private,172148, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,40, United-States, <=50K -49, Private,199058, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,38, United-States, <=50K -38, Private,48093, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -50, Private,143664, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -47, Private,168337, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,48, United-States, >50K -43, Private,195212, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, Black, Female,0,0,40,, <=50K -39, Private,230329, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, Canada, >50K -42, Private,376072, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,30, United-States, <=50K -32, Private,430175, HS-grad,9, Divorced, Craft-repair, Other-relative, Black, Female,0,0,50, United-States, <=50K -44, Federal-gov,240628, Assoc-acdm,12, Divorced, Exec-managerial, Not-in-family, White, Female,2354,0,40, United-States, <=50K -50, Self-emp-inc,158294, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,80, United-States, >50K -55, Private,28735, HS-grad,9, Divorced, Adm-clerical, Unmarried, Amer-Indian-Eskimo, Female,0,0,45, United-States, <=50K -37, Private,167482, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -59, Private,113203, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -56, Private,103948, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -33, Self-emp-not-inc,310525, 12th,8, Never-married, Craft-repair, Not-in-family, Black, Male,0,0,32, United-States, <=50K -35, Private,105138, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -44, Private,153489, HS-grad,9, Never-married, Other-service, Unmarried, White, Male,0,0,40, United-States, <=50K -57, State-gov,254949, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -31, Private,118149, Some-college,10, Never-married, Exec-managerial, Not-in-family, Black, Female,0,0,40, United-States, <=50K -18, Private,267965, 11th,7, Never-married, Sales, Not-in-family, White, Female,0,0,15, United-States, <=50K -43, Private,50646, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,70, United-States, <=50K -33, Private,147700, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Other, Male,0,0,40, United-States, <=50K -18, Private,446771, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,25, United-States, <=50K -47, Private,168262, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -53, Private,117058, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -59, Self-emp-not-inc,140957, Assoc-voc,11, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,35, United-States, >50K -35, Private,186126, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,38,, <=50K -49, Private,268234, 10th,6, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,485117, Assoc-acdm,12, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -25, Private,31350, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,60, England, <=50K -36, State-gov,210830, Masters,14, Never-married, Prof-specialty, Own-child, White, Female,0,0,30, United-States, <=50K -29, Private,196420, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,45, United-States, <=50K -52, Private,172165, 10th,6, Divorced, Other-service, Other-relative, White, Female,0,0,25, United-States, <=50K -50, Self-emp-not-inc,186565, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -22, Private,119359, Bachelors,13, Never-married, Exec-managerial, Own-child, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -44, Self-emp-not-inc,109684, Masters,14, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -32, Private,169589, Assoc-voc,11, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, >50K -49, Private,125421, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,38, United-States, <=50K -31, Private,500002, 1st-4th,2, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,45, Mexico, <=50K -33, Private,224141, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -50, Private,113290, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,15, United-States, <=50K -62,,123992, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,58098, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,1974,40, United-States, <=50K -46,,37672, HS-grad,9, Divorced,, Not-in-family, White, Female,0,0,15, United-States, <=50K -55, Private,198145, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,7298,0,40, United-States, >50K -49, Federal-gov,35406, HS-grad,9, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,20, United-States, <=50K -22, Private,199419, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, United-States, <=50K -43, Private,145441, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,38, United-States, >50K -58, Private,238438, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,42, United-States, <=50K -48, State-gov,212954, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,40, United-States, >50K -21, Private,56582, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,50, United-States, <=50K -67, Local-gov,176931, 7th-8th,4, Widowed, Other-service, Not-in-family, White, Female,0,0,20, United-States, <=50K -39, Self-emp-not-inc,188571, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -52, Federal-gov,312500, Assoc-voc,11, Divorced, Farming-fishing, Not-in-family, White, Female,0,0,40, United-States, <=50K -25, Private,278404, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -27, Self-emp-not-inc,114225, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,60, United-States, >50K -18, Private,184016, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -41, Local-gov,183009, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, >50K -59, Private,205759, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -23, Private,462294, Assoc-acdm,12, Never-married, Other-service, Own-child, Black, Male,0,0,44, United-States, <=50K -42, Private,102085, HS-grad,9, Divorced, Other-service, Own-child, White, Female,0,0,15, United-States, <=50K -54, Self-emp-not-inc,83311, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,30, United-States, >50K -39, Private,248694, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,60, United-States, <=50K -57, Local-gov,190747, 9th,5, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,162988, 10th,6, Divorced, Other-service, Unmarried, White, Female,0,0,25, United-States, <=50K -31, Self-emp-not-inc,156890, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,310380, Some-college,10, Married-spouse-absent, Adm-clerical, Own-child, Black, Female,0,0,45, United-States, <=50K -35, Private,172186, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -26, Private,311497, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -42, Self-emp-inc,443508, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -31, Private,152156, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -46, Private,155890, Bachelors,13, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -38, State-gov,312528, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,37, United-States, <=50K -51, Private,282744, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, Canada, <=50K -27, Private,205145, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -33,,119918, Bachelors,13, Never-married,, Not-in-family, Black, Male,0,0,45,, <=50K -22, Private,401451, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,48, United-States, >50K -72,,173427, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, Cuba, <=50K -25, Private,189027, Bachelors,13, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -58, Self-emp-not-inc,35551, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,70, United-States, >50K -23, Private,42706, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,45, United-States, <=50K -63, Private,106910, 5th-6th,3, Widowed, Other-service, Other-relative, Asian-Pac-Islander, Female,0,0,19, Philippines, <=50K -23, Private,53245, 9th,5, Separated, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -51, Private,221672, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,15024,0,50, United-States, >50K -75, Private,71898, Preschool,1, Never-married, Priv-house-serv, Not-in-family, Asian-Pac-Islander, Female,0,0,48, Philippines, <=50K -52, Private,222107, Some-college,10, Divorced, Sales, Unmarried, White, Female,0,0,50, United-States, <=50K -69, Private,277588, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,10, United-States, <=50K -52, Private,178983, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40,, >50K -40, Federal-gov,391744, HS-grad,9, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -34, Private,418020, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -21, State-gov,39236, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,8, United-States, <=50K -30, Private,86808, Bachelors,13, Never-married, Prof-specialty, Other-relative, White, Female,0,0,40, United-States, <=50K -46, Private,147640, 5th-6th,3, Married-civ-spouse, Transport-moving, Husband, Amer-Indian-Eskimo, Male,0,1902,40, United-States, <=50K -21, Private,184756, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,16, United-States, <=50K -44, Private,191256, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -51, State-gov,105943, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,3908,0,40, United-States, <=50K -40, Private,101272, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,32, United-States, <=50K -33, State-gov,175023, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,37, United-States, <=50K -22, Self-emp-not-inc,357612, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -23, Private,82777, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,30, United-States, <=50K -75, Self-emp-not-inc,218521, Some-college,10, Married-spouse-absent, Craft-repair, Not-in-family, White, Male,0,0,30, United-States, <=50K -55, Private,179534, 11th,7, Widowed, Handlers-cleaners, Unmarried, White, Female,0,0,40, United-States, <=50K -24,,33339, Some-college,10, Never-married,, Own-child, White, Male,0,0,20, United-States, <=50K -45, Private,148549, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,27828,0,56, United-States, >50K -31, Private,198069, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,24, United-States, <=50K -49, Private,236586, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -26, Local-gov,167261, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -61, Private,160942, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,3103,0,50, United-States, <=50K -44, Private,107584, Masters,14, Married-civ-spouse, Adm-clerical, Husband, White, Male,3908,0,50, United-States, <=50K -28, Local-gov,251854, Some-college,10, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -79,,163140, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, >50K -51, Private,302579, HS-grad,9, Divorced, Other-service, Other-relative, Black, Female,0,0,30, United-States, <=50K -44, Self-emp-inc,64632, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -24, Private,83141, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -46, Self-emp-inc,326048, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -36, Private,83471, HS-grad,9, Widowed, Other-service, Unmarried, Asian-Pac-Islander, Female,0,0,20, United-States, <=50K -23, Private,170070, 12th,8, Never-married, Other-service, Not-in-family, White, Female,0,0,38, United-States, <=50K -25, Private,207875, 7th-8th,4, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, Mexico, <=50K -48, Private,119722, Some-college,10, Married-civ-spouse, Sales, Husband, Black, Male,0,0,8, United-States, <=50K -18, Private,335665, 11th,7, Never-married, Other-service, Other-relative, Black, Female,0,0,24, United-States, <=50K -25, Private,212522, HS-grad,9, Never-married, Craft-repair, Other-relative, White, Male,0,0,40, United-States, <=50K -19, Private,42069, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,2176,0,45, United-States, <=50K -26,,131777, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,2002,40, United-States, <=50K -33, Private,236396, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,35, United-States, <=50K -42, Private,159911, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -22, Private,133833, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -36, Private,226947, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -33, Private,174201, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -34, Self-emp-not-inc,49707, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,70, United-States, <=50K -33, Private,201988, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, <=50K -62, Self-emp-not-inc,162347, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,15, United-States, >50K -30, Private,182833, Some-college,10, Never-married, Exec-managerial, Own-child, Black, Female,0,0,40, United-States, <=50K -22, Private,383603, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -34, Private,70466, Assoc-voc,11, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -43, Private,184846, HS-grad,9, Widowed, Machine-op-inspct, Unmarried, White, Female,0,0,60, United-States, <=50K -25, Private,176756, Bachelors,13, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -35, Private,112512, HS-grad,9, Widowed, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -28, Private,137296, Assoc-acdm,12, Never-married, Other-service, Not-in-family, Black, Female,0,0,40, United-States, <=50K -28, Private,37821, Some-college,10, Divorced, Sales, Unmarried, White, Female,0,0,45, United-States, <=50K -25, Private,295108, HS-grad,9, Never-married, Handlers-cleaners, Unmarried, Black, Female,0,0,25, United-States, <=50K -40, Private,408717, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -35, Private,255635, 9th,5, Married-civ-spouse, Craft-repair, Husband, Other, Male,0,0,40, Mexico, <=50K -48, Self-emp-not-inc,177783, 7th-8th,4, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,50, United-States, <=50K -63, Self-emp-not-inc,179400, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,2290,0,20, United-States, <=50K -31, Private,240283, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -36, Private,410034, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -39, Private,180667, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,196332, HS-grad,9, Never-married, Other-service, Own-child, Black, Female,0,0,40, United-States, <=50K -32, Local-gov,159187, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,35, United-States, <=50K -46, Private,225065, Preschool,1, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,40, Mexico, <=50K -19, Private,178147, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,35, United-States, <=50K -30, Private,272669, Some-college,10, Never-married, Tech-support, Not-in-family, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -35, Private,347491, Assoc-voc,11, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -23,,146399, Bachelors,13, Never-married,, Not-in-family, White, Male,0,0,55, United-States, <=50K -33, Private,75167, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,55, United-States, <=50K -25, Private,133373, HS-grad,9, Separated, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -64, Local-gov,84737, HS-grad,9, Married-civ-spouse, Other-service, Husband, Asian-Pac-Islander, Male,0,0,35, United-States, >50K -18, Private,96483, HS-grad,9, Never-married, Other-service, Own-child, Asian-Pac-Islander, Female,0,0,20, United-States, <=50K -59, Private,368005, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -45, State-gov,36032, HS-grad,9, Divorced, Protective-serv, Unmarried, Black, Female,0,0,40, United-States, <=50K -30, Private,174215, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,15, United-States, <=50K -24, Private,228772, 5th-6th,3, Never-married, Machine-op-inspct, Other-relative, White, Female,0,0,40, Mexico, <=50K -22, Private,242912, HS-grad,9, Never-married, Other-service, Unmarried, White, Female,0,0,35, United-States, <=50K -49, Self-emp-inc,86701, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,0,56, United-States, >50K -35, Private,166549, 12th,8, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -48, Local-gov,121622, Masters,14, Never-married, Prof-specialty, Unmarried, White, Female,0,1380,40, United-States, <=50K -18, Private,201613, 12th,8, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -35, Private,29874, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,168138, HS-grad,9, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -28, Private,162404, Bachelors,13, Never-married, Craft-repair, Not-in-family, Black, Male,0,0,60, United-States, <=50K -21,,162160, Some-college,10, Never-married,, Own-child, Asian-Pac-Islander, Male,0,0,40, Taiwan, <=50K -26, Private,139116, Some-college,10, Never-married, Other-service, Own-child, Black, Female,0,0,50, United-States, <=50K -44, Private,192381, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1848,40, United-States, >50K -39, Private,370585, HS-grad,9, Separated, Machine-op-inspct, Not-in-family, Black, Male,0,0,40, United-States, <=50K -40, State-gov,151038, Bachelors,13, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -70, Self-emp-not-inc,36311, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,20051,0,35, United-States, >50K -34, Private,271933, Masters,14, Never-married, Exec-managerial, Unmarried, White, Female,0,0,50, United-States, <=50K -34, Private,182401, Assoc-acdm,12, Divorced, Adm-clerical, Not-in-family, Black, Male,0,0,40, United-States, <=50K -66, Private,234743, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -40, Private,182140, HS-grad,9, Separated, Transport-moving, Unmarried, Black, Male,0,0,40, United-States, <=50K -61, Self-emp-not-inc,215591, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1887,40, United-States, >50K -59, Self-emp-not-inc,96459, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -28,,205562, Masters,14, Never-married,, Not-in-family, Black, Female,0,0,40, United-States, <=50K -47, Private,188081, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -33, State-gov,121245, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -18, Private,127273, 11th,7, Never-married, Other-service, Other-relative, White, Male,0,0,20, United-States, <=50K -25, Private,114345, 9th,5, Never-married, Craft-repair, Unmarried, White, Male,914,0,40, United-States, <=50K -22, Private,341227, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,20, United-States, <=50K -40, Local-gov,166893, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, Black, Male,0,0,40, United-States, >50K -68,,65730, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,25, United-States, <=50K -30, Private,145231, Assoc-acdm,12, Divorced, Adm-clerical, Own-child, White, Female,0,1762,40, United-States, <=50K -73, Self-emp-not-inc,102510, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,6418,0,99, United-States, >50K -45, Self-emp-not-inc,285335, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,10, United-States, <=50K -23, Private,177087, 11th,7, Never-married, Adm-clerical, Unmarried, Black, Male,0,0,35, United-States, <=50K -40, Private,240504, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -39, Private,218490, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,40, United-States, >50K -23, Private,384651, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,189551, HS-grad,9, Divorced, Craft-repair, Own-child, Black, Male,0,0,40, United-States, <=50K -53, Private,194791, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,45, United-States, <=50K -24, Private,194630, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Male,0,0,35, United-States, <=50K -53, Private,177647, Bachelors,13, Divorced, Exec-managerial, Unmarried, White, Male,0,0,40, United-States, <=50K -49, Self-emp-not-inc,51620, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -34, Private,251421, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -37, Self-emp-not-inc,180477, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,47, United-States, <=50K -40, State-gov,391736, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -23, State-gov,170091, Some-college,10, Never-married, Prof-specialty, Own-child, White, Female,0,0,6, United-States, <=50K -36, Private,175360, Masters,14, Never-married, Adm-clerical, Not-in-family, White, Male,13550,0,50, United-States, >50K -35, Private,276153, Bachelors,13, Never-married, Tech-support, Not-in-family, Asian-Pac-Islander, Female,4650,0,40, United-States, <=50K -53, Federal-gov,105788, Bachelors,13, Divorced, Exec-managerial, Unmarried, Black, Female,0,0,50, United-States, >50K -42, Local-gov,248476, Some-college,10, Divorced, Transport-moving, Not-in-family, White, Male,0,0,65, United-States, >50K -32, Private,168443, Masters,14, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, <=50K -33, Private,120201, HS-grad,9, Divorced, Adm-clerical, Own-child, Other, Female,0,0,65, United-States, <=50K -59, Private,114678, HS-grad,9, Never-married, Craft-repair, Not-in-family, Black, Male,0,0,60, United-States, <=50K -36, Private,167440, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,44, United-States, <=50K -37, Self-emp-not-inc,265266, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, Cuba, >50K -31, Private,212235, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,45, United-States, <=50K -46, Private,44671, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -44, State-gov,87282, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Asian-Pac-Islander, Female,0,0,38, United-States, <=50K -27, Private,112754, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1485,60, United-States, >50K -29, Self-emp-not-inc,322238, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K -39, Private,65382, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -62, Self-emp-not-inc,115176, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,65, United-States, <=50K -48, Self-emp-not-inc,162236, Masters,14, Widowed, Exec-managerial, Unmarried, White, Female,0,0,40,, >50K -42, Private,409902, HS-grad,9, Never-married, Exec-managerial, Unmarried, Black, Female,0,0,25, United-States, <=50K -60, Local-gov,204062, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,48, United-States, >50K -35, Private,283305, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -39, Private,435638, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -34, Self-emp-inc,114733, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,36, United-States, <=50K -22, Private,162343, Some-college,10, Never-married, Adm-clerical, Other-relative, Black, Male,0,0,22, United-States, <=50K -18,,195981, HS-grad,9, Widowed,, Own-child, White, Male,0,0,40, United-States, <=50K -44, Private,79531, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -44, State-gov,395078, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -49, Local-gov,159641, Bachelors,13, Divorced, Exec-managerial, Unmarried, White, Female,0,625,40, United-States, <=50K -21, Private,159567, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,50, United-States, <=50K -49, Private,133917, Assoc-voc,11, Never-married, Sales, Other-relative, Black, Male,0,0,40,, <=50K -52, Private,196894, 11th,7, Separated, Handlers-cleaners, Unmarried, White, Male,0,0,40, United-States, <=50K -39, Local-gov,132879, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1887,40, United-States, >50K -23, Private,190290, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -54, Private,102828, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,49, United-States, <=50K -31, Private,128493, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,25, United-States, <=50K -30, State-gov,290677, Masters,14, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,20, United-States, <=50K -21, Private,283757, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -38, Local-gov,169104, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, Asian-Pac-Islander, Male,0,0,40, Philippines, >50K -51, Private,171409, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -34, Self-emp-not-inc,319165, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -22, Private,203182, Bachelors,13, Never-married, Exec-managerial, Unmarried, White, Female,0,0,30, United-States, <=50K -20,,211968, Some-college,10, Never-married,, Own-child, White, Female,0,0,45, United-States, <=50K -26, Private,215384, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,1974,55, United-States, <=50K -26, Private,166666, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,35, United-States, <=50K -41, Private,156566, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -35, Private,140564, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -27, Local-gov,322208, Some-college,10, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -65, Private,420277, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,123430, 11th,7, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,65, Mexico, <=50K -45, Self-emp-inc,151584, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,35, United-States, >50K -37, Self-emp-not-inc,348960, Assoc-acdm,12, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, >50K -47, Private,168232, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,1887,45, United-States, >50K -47, Self-emp-inc,201699, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -33, Private,511517, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,118001, 10th,6, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -38, Private,193961, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,0,40, Philippines, >50K -21, Private,32732, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -40, Private,223548, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, Mexico, <=50K -33, Private,389932, HS-grad,9, Divorced, Transport-moving, Not-in-family, Black, Male,0,0,55, United-States, <=50K -29, Private,102345, Some-college,10, Never-married, Tech-support, Not-in-family, White, Male,0,0,52, United-States, <=50K -41, Private,107584, Some-college,10, Separated, Transport-moving, Not-in-family, White, Male,0,0,35, United-States, <=50K -20,,34321, Some-college,10, Never-married,, Own-child, White, Female,0,0,30, United-States, <=50K -20, State-gov,39478, Some-college,10, Never-married, Exec-managerial, Own-child, White, Male,0,0,54, United-States, <=50K -34, Self-emp-not-inc,276221, 10th,6, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -78, Self-emp-inc,385242, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,9386,0,45, United-States, >50K -46, Private,235646, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -40, Private,123306, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -59, Private,38573, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -23, Private,216889, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -23, Private,386705, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,24, United-States, <=50K -47, Self-emp-not-inc,249585, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,30, United-States, <=50K -31, Local-gov,47276, Bachelors,13, Married-civ-spouse, Other-service, Husband, White, Male,0,0,38, United-States, >50K -42, Self-emp-not-inc,162758, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,56, United-States, >50K -46, Local-gov,146497, HS-grad,9, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -29, Private,190765, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,44, United-States, <=50K -21, Private,186314, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -55, Private,213615, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -38, Private,162322, Assoc-voc,11, Never-married, Tech-support, Own-child, White, Female,0,0,40, United-States, <=50K -44, State-gov,115932, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -61, Self-emp-not-inc,392694, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, >50K -38, State-gov,143517, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -50, Self-emp-inc,123429, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, Italy, >50K -53, Private,254285, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -37, Private,238311, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,36, United-States, >50K -49, Private,281647, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -30, Private,75167, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -19, Private,252862, Assoc-voc,11, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -59, Self-emp-not-inc,199240, HS-grad,9, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,20, England, <=50K -43, Private,145762, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -29, Local-gov,142443, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -49, Private,99361, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, <=50K -36, Private,105138, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,50, United-States, <=50K -26, Private,183171, 11th,7, Never-married, Other-service, Own-child, Black, Male,1055,0,32, United-States, <=50K -18, Private,151866, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,20, United-States, <=50K -60, Private,297261, Some-college,10, Widowed, Sales, Not-in-family, White, Female,0,0,15, United-States, <=50K -43, Private,148998, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -42, Private,143046, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -41, Private,183850, HS-grad,9, Divorced, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -55, Self-emp-not-inc,248841, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,40, United-States, >50K -31, Private,198452, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -20, Private,161092, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -37, Private,112497, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -51, Self-emp-not-inc,155963, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, <=50K -28, Private,147560, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,1902,55, United-States, >50K -24, Private,376393, Assoc-voc,11, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -21, State-gov,151790, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,30, United-States, <=50K -21, Private,438139, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -20,,163911, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -35, Private,214896, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,45, United-States, <=50K -30, Private,102821, Some-college,10, Married-civ-spouse, Craft-repair, Not-in-family, White, Male,0,0,40, Mexico, <=50K -44, Self-emp-not-inc,90021, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,30, United-States, <=50K -45, Private,77085, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,0,40, Japan, >50K -42, Private,158555, 10th,6, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -36,,28160, HS-grad,9, Divorced,, Not-in-family, White, Female,0,0,40, United-States, <=50K -32, Private,462255, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -33, Private,144949, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -27, Private,116207, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,32, United-States, <=50K -17, Private,187308, 10th,6, Never-married, Other-service, Own-child, White, Female,0,0,15, United-States, <=50K -45, Local-gov,189890, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -41, Private,185267, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -19, Private,63434, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,35, United-States, <=50K -45, Private,1366120, Assoc-voc,11, Divorced, Other-service, Not-in-family, White, Female,0,0,8, United-States, <=50K -41, Self-emp-inc,495061, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,70, United-States, >50K -34, Local-gov,134886, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,1740,35, United-States, <=50K -33, Private,129707, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,60, United-States, >50K -17,,181337, 10th,6, Never-married,, Own-child, Other, Female,0,0,20, United-States, <=50K -51, Private,74784, Bachelors,13, Divorced, Sales, Not-in-family, White, Female,0,0,60, United-States, <=50K -33, Private,44392, HS-grad,9, Divorced, Handlers-cleaners, Own-child, White, Male,0,0,20, United-States, <=50K -23, Private,406641, Some-college,10, Never-married, Handlers-cleaners, Other-relative, White, Female,0,0,18, United-States, <=50K -52, Private,89041, Bachelors,13, Married-spouse-absent, Prof-specialty, Not-in-family, White, Male,0,0,30, United-States, >50K -36,,139770, Some-college,10, Divorced,, Own-child, White, Female,0,0,32, United-States, <=50K -25, Private,180212, HS-grad,9, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -38,,338212, Some-college,10, Married-civ-spouse,, Wife, White, Female,0,0,20, United-States, <=50K -64, Self-emp-not-inc,178472, 9th,5, Separated, Transport-moving, Not-in-family, White, Male,0,0,45, United-States, <=50K -42, Private,384236, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,40, United-States, >50K -29, Private,168470, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -26, Local-gov,80485, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,38, United-States, <=50K -38,,181705, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,24, United-States, <=50K -24, Private,216867, 10th,6, Never-married, Other-service, Other-relative, White, Male,0,0,30, Mexico, <=50K -43, Federal-gov,214541, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -38, Private,383239, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,3103,0,40, United-States, >50K -28, Private,70034, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -18,,266287, Some-college,10, Never-married,, Own-child, White, Female,0,0,25, United-States, <=50K -44, Private,128485, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -81,,89015, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,18, United-States, <=50K -55, Private,106740, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -52, Private,167527, 11th,7, Widowed, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -31, Private,19302, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -35, Private,210150, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -39, Private,179824, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, Black, Female,0,0,36, United-States, <=50K -27, Private,420351, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -23, State-gov,215443, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,15, United-States, <=50K -26, Private,116044, 11th,7, Separated, Craft-repair, Other-relative, White, Male,2907,0,50, United-States, <=50K -33, Private,215306, Assoc-voc,11, Never-married, Other-service, Not-in-family, White, Male,0,0,40, Cuba, <=50K -39, Private,108069, Some-college,10, Never-married, Craft-repair, Unmarried, White, Female,0,0,40, United-States, <=50K -44, Private,260046, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -38, Private,31053, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -18, Private,362302, 12th,8, Never-married, Other-service, Own-child, White, Male,0,0,15, United-States, <=50K -54, Private,87205, HS-grad,9, Widowed, Other-service, Not-in-family, White, Female,0,0,15, United-States, <=50K -45, Private,191703, HS-grad,9, Never-married, Adm-clerical, Own-child, Black, Female,0,0,40, United-States, <=50K -43, Private,242968, Masters,14, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,40, India, >50K -23, Local-gov,185575, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -37, Private,177858, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,2174,0,40, United-States, <=50K -33, Self-emp-not-inc,73585, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -45, Private,301802, Bachelors,13, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, >50K -32, Self-emp-inc,108467, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,55, United-States, <=50K -47, Private,431245, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -44, Private,157217, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -22, Private,204935, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -17, Private,277112, 11th,7, Never-married, Sales, Own-child, White, Male,0,0,30, United-States, <=50K -64, Self-emp-inc,59145, Doctorate,16, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,60, United-States, >50K -30, Local-gov,159773, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,45, United-States, >50K -51, Private,118793, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,70, United-States, >50K -26, State-gov,152457, HS-grad,9, Never-married, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, <=50K -31, Private,187901, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,1504,40, United-States, <=50K -50, Private,266529, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -18,,256179, Some-college,10, Never-married,, Own-child, White, Male,594,0,10, United-States, <=50K -63, Private,113756, HS-grad,9, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -48, Private,83444, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,43, United-States, >50K -37, Self-emp-inc,30529, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,2415,50, United-States, >50K -51,,146325, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,28, United-States, <=50K -29, Private,198825, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,38, United-States, <=50K -69, Private,71489, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,25, United-States, <=50K -56, Private,111218, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -26,,221626, Bachelors,13, Married-civ-spouse,, Wife, White, Female,0,0,40, United-States, <=50K -39, Local-gov,203482, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,7298,0,40, United-States, >50K -42, Self-emp-not-inc,352196, HS-grad,9, Separated, Other-service, Not-in-family, White, Female,0,0,22, United-States, <=50K -41, Federal-gov,355918, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -45, Private,168262, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,1887,40, United-States, >50K -23, Private,182615, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -29, Private,211482, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, >50K -34, Private,386370, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -31,,85077, Bachelors,13, Married-civ-spouse,, Wife, White, Female,0,1902,20, United-States, >50K -46, Local-gov,180010, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -46, Without-pay,142210, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,25, United-States, <=50K -33, Private,415706, 5th-6th,3, Separated, Other-service, Unmarried, White, Female,0,0,40, Mexico, <=50K -46, Private,237731, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,343506, HS-grad,9, Never-married, Other-service, Own-child, Black, Female,0,0,40, United-States, <=50K -49, Local-gov,116163, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,0,50, France, <=50K -66,,206560, HS-grad,9, Widowed,, Not-in-family, Other, Female,0,0,35, Puerto-Rico, <=50K -55, State-gov,153451, HS-grad,9, Married-civ-spouse, Tech-support, Wife, White, Female,0,1887,40, United-States, >50K -35, Private,301862, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,33429, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -31, Private,169583, HS-grad,9, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -47, Private,146497, Some-college,10, Separated, Adm-clerical, Unmarried, White, Female,0,0,16, Germany, <=50K -48, Self-emp-not-inc,383384, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -27, Private,240809, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,56, United-States, <=50K -38, Private,203763, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -27, Private,218785, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, <=50K -23,,381741, Assoc-acdm,12, Never-married,, Own-child, White, Male,0,1721,20, United-States, <=50K -17, Private,244602, 12th,8, Never-married, Other-service, Own-child, White, Male,0,0,15, United-States, <=50K -44, State-gov,175696, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -26, Private,101027, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,48, United-States, <=50K -37, Private,99270, HS-grad,9, Never-married, Transport-moving, Other-relative, White, Female,0,0,40, United-States, <=50K -49, Private,224393, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -42, Private,192381, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -26, Private,131686, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -73,,84390, Assoc-voc,11, Married-spouse-absent,, Not-in-family, White, Female,0,0,32, United-States, <=50K -44, Private,277533, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -47, Private,72880, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -28,,149646, Some-college,10, Divorced,, Own-child, White, Female,0,0,20,, <=50K -49, Private,209057, Some-college,10, Divorced, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -17, Private,108909, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -42, Private,74949, Some-college,10, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Private,235639, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -36, State-gov,137421, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, Asian-Pac-Islander, Male,0,0,37, Hong, <=50K -53, Private,122412, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -23, Private,434894, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,0,0,40, United-States, <=50K -35, Private,379959, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -32, Private,95885, 11th,7, Never-married, Craft-repair, Not-in-family, Amer-Indian-Eskimo, Male,13550,0,60, United-States, >50K -39, Private,225330, Bachelors,13, Widowed, Prof-specialty, Unmarried, White, Female,0,0,50, Poland, >50K -40, Private,32627, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -28, Private,65171, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,193380, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -42, Private,184823, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -35, Private,81259, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,43, United-States, <=50K -35, Private,301369, 12th,8, Never-married, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -21, Private,190968, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -71, Private,196610, 7th-8th,4, Widowed, Exec-managerial, Not-in-family, White, Male,6097,0,40, United-States, >50K -31, Private,330715, HS-grad,9, Separated, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -25, Local-gov,77698, Some-college,10, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -35, Private,139770, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,6849,0,40, United-States, <=50K -24, Private,109053, HS-grad,9, Never-married, Other-service, Other-relative, White, Male,0,0,25, United-States, <=50K -69, Private,312653, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,25, United-States, <=50K -35, Self-emp-not-inc,193260, Masters,14, Married-civ-spouse, Sales, Husband, Asian-Pac-Islander, Male,0,0,40,, >50K -35, Private,331831, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,54202, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,10520,0,50, United-States, >50K -51, Private,163948, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -48, Private,36228, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,44, United-States, <=50K -49, Private,160167, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -53, Private,178356, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,2407,0,99, United-States, <=50K -43, Private,104196, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -53, Private,288353, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -35, Private,187693, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -36, Private,114988, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -34, Local-gov,117392, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -48, Private,121124, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, >50K -53, Private,195638, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -37, Private,245053, Some-college,10, Divorced, Handlers-cleaners, Own-child, White, Male,0,1504,40, United-States, <=50K -49, State-gov,216734, Prof-school,15, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -30,,197827, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,49156, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,126133, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -24, Private,304463, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,65, United-States, <=50K -34, Private,214288, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -29, Private,274969, HS-grad,9, Never-married, Craft-repair, Unmarried, White, Female,0,0,42, United-States, <=50K -23, Private,189072, Bachelors,13, Never-married, Tech-support, Not-in-family, Black, Female,0,0,45, United-States, <=50K -46, Private,128047, Some-college,10, Separated, Sales, Not-in-family, White, Male,0,0,42, United-States, <=50K -20, Private,210338, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,15, United-States, <=50K -63, Private,122442, 12th,8, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -40, Self-emp-not-inc,167081, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,3103,0,50, United-States, <=50K -33, Private,251421, Assoc-acdm,12, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -24, Federal-gov,219519, Some-college,10, Never-married, Adm-clerical, Own-child, Black, Female,0,0,40, United-States, <=50K -36, Private,33355, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,45, United-States, <=50K -25, Private,441210, HS-grad,9, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -54, Local-gov,178356, 9th,5, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -50, Self-emp-not-inc,231196, Bachelors,13, Divorced, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -58, State-gov,40925, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -17, Private,270587, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,20, England, <=50K -40, Private,219266, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,50, United-States, >50K -27, Private,114967, Bachelors,13, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -20, Private,344492, HS-grad,9, Separated, Sales, Own-child, White, Female,0,0,26, United-States, <=50K -22, Private,369387, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, <=50K -80, Self-emp-not-inc,101771, 11th,7, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,25, United-States, <=50K -52, Private,137428, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,45, United-States, <=50K -40, Federal-gov,121012, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,7298,0,48, United-States, >50K -48, Private,139290, 10th,6, Separated, Machine-op-inspct, Own-child, White, Female,0,0,48, United-States, <=50K -62, Private,199193, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,25, United-States, <=50K -32, Private,286689, Assoc-acdm,12, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,42, United-States, >50K -21,,123727, Some-college,10, Never-married,, Not-in-family, White, Female,0,0,28, United-States, <=50K -58, Federal-gov,208640, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -37, Self-emp-not-inc,120130, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -29, Self-emp-inc,241431, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,35, United-States, >50K -25, Private,120450, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -26, Private,152240, Some-college,10, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -50, Private,200960, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -30, Federal-gov,314310, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -30, Local-gov,44566, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,80, United-States, <=50K -59, Private,21792, HS-grad,9, Widowed, Other-service, Not-in-family, White, Female,0,0,10, United-States, <=50K -36, Private,182074, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -37, Private,221850, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, Ecuador, >50K -42, Private,240628, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, >50K -34, Private,318641, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,45, United-States, >50K -27, Self-emp-not-inc,140863, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,129150, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,50, United-States, >50K -41, Private,143003, Assoc-voc,11, Married-civ-spouse, Other-service, Husband, Asian-Pac-Islander, Male,7298,0,60, India, >50K -34, Self-emp-not-inc,198664, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,15024,0,70, South, >50K -41, Private,244945, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -50, Private,138514, Some-college,10, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -18, Private,92008, HS-grad,9, Never-married, Handlers-cleaners, Other-relative, White, Female,0,0,28, United-States, <=50K -23, Private,207415, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Female,0,0,15, United-States, <=50K -26, Private,188626, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, United-States, <=50K -38, Private,257250, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,7298,0,60, United-States, >50K -27, Private,133696, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,88, United-States, <=50K -21, Private,195919, 10th,6, Never-married, Handlers-cleaners, Not-in-family, Other, Male,0,0,40, Dominican-Republic, <=50K -41, Private,119266, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -42, Self-emp-not-inc,140474, Assoc-acdm,12, Divorced, Craft-repair, Own-child, Amer-Indian-Eskimo, Male,0,0,35, United-States, <=50K -25, Private,69739, 10th,6, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -43, Private,293176, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -23, Private,217961, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,15, United-States, <=50K -40, Local-gov,163725, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,40, United-States, >50K -23, Private,419394, Some-college,10, Never-married, Sales, Own-child, Black, Male,0,0,9, United-States, <=50K -18, Private,220836, 11th,7, Never-married, Other-service, Not-in-family, White, Female,0,0,20, United-States, <=50K -37, Private,334291, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -58, Private,298601, 9th,5, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,3781,0,40, United-States, <=50K -36, Private,200360, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -36, Private,203482, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -25, Private,99126, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Wife, White, Female,7688,0,40, United-States, >50K -62, Private,109190, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,40, United-States, >50K -34, Private,34848, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,4064,0,40, United-States, <=50K -27, Private,29732, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,4865,0,36, United-States, <=50K -23, Private,87867, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,35, United-States, <=50K -55, Private,123515, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -42, Private,175935, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,229456, HS-grad,9, Never-married, Adm-clerical, Own-child, Black, Female,0,0,38, United-States, <=50K -44, Private,184105, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,4386,0,40, United-States, >50K -42, Local-gov,99554, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,190227, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Male,0,0,40, United-States, <=50K -25, Private,29020, Assoc-acdm,12, Divorced, Adm-clerical, Not-in-family, Black, Female,0,0,45, United-States, <=50K -31, Private,306459, 1st-4th,2, Separated, Handlers-cleaners, Unmarried, White, Male,0,0,35, Honduras, <=50K -42, Private,193995, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,38, United-States, <=50K -26, Private,105059, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,20, United-States, <=50K -62, Private,71751, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,98, United-States, >50K -28, Private,176683, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,5178,0,50, United-States, >50K -34, Private,342709, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,53838, Bachelors,13, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -45, Local-gov,209482, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,45, United-States, >50K -44, Private,214242, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, >50K -47,,34458, 7th-8th,4, Married-civ-spouse,, Husband, White, Male,0,0,10, United-States, <=50K -35, Private,100375, Some-college,10, Married-spouse-absent, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -46, Private,149949, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -46, Private,189762, Assoc-acdm,12, Never-married, Tech-support, Not-in-family, White, Male,0,0,56, United-States, <=50K -46, Private,79874, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,53, United-States, >50K -66, Self-emp-not-inc,104576, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,8, United-States, >50K -34, State-gov,355700, HS-grad,9, Separated, Adm-clerical, Unmarried, White, Female,0,0,20, United-States, <=50K -26, Private,213625, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,204984, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -30, Private,144593, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Male,0,0,40,, <=50K -23, Private,217169, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -46, Private,184883, 9th,5, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,40, United-States, <=50K -44,,136419, 10th,6, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -54, Private,57758, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,68, United-States, >50K -54, Self-emp-not-inc,30908, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -71, Private,217971, 9th,5, Widowed, Sales, Unmarried, White, Female,0,0,13, United-States, <=50K -51, Private,160703, 12th,8, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -32, Private,142675, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -75,,248833, HS-grad,9, Married-AF-spouse,, Wife, White, Female,2653,0,14, United-States, <=50K -57, Private,171242, 11th,7, Married-spouse-absent, Craft-repair, Not-in-family, White, Male,0,0,40, Canada, <=50K -34, Private,376979, 9th,5, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -40, Private,175935, Bachelors,13, Divorced, Sales, Not-in-family, White, Male,14084,0,40, United-States, >50K -21, Private,277530, HS-grad,9, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -50, Private,104501, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -32, Private,94041, Assoc-voc,11, Never-married, Craft-repair, Not-in-family, White, Male,0,0,44, Ireland, <=50K -37, Local-gov,593246, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,50, United-States, >50K -19, Private,121074, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,99, United-States, <=50K -64, Private,192596, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,30, United-States, <=50K -17, Private,142457, 11th,7, Never-married, Other-service, Own-child, Black, Male,0,0,20, United-States, <=50K -37, Private,136028, Assoc-voc,11, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,216145, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,4650,0,45, United-States, <=50K -20, Private,157894, Some-college,10, Never-married, Other-service, Own-child, Black, Male,0,0,20, United-States, <=50K -39, Self-emp-not-inc,164593, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Male,4787,0,40, United-States, >50K -18, Private,252993, 12th,8, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, Columbia, <=50K -42, Private,145711, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,50, United-States, >50K -43, Private,358199, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,3103,0,40, United-States, >50K -42, Private,219591, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,55, United-States, >50K -53, Local-gov,205005, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,60, United-States, >50K -52, Private,221936, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,120914, 10th,6, Never-married, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -77, Self-emp-inc,155761, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,8, United-States, <=50K -25, Private,195914, Some-college,10, Never-married, Sales, Own-child, Black, Female,3418,0,30, United-States, <=50K -38, Local-gov,236687, Some-college,10, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -20, Private,318036, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -23, Private,53306, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,30, United-States, <=50K -27, Private,174645, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -19, Private,321817, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -41, Private,206948, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -47, Federal-gov,402975, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,40, United-States, <=50K -72,,289930, Bachelors,13, Separated,, Not-in-family, White, Female,991,0,7, United-States, <=50K -42, Private,367049, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Female,4650,0,40, United-States, <=50K -36, Private,143486, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -42, Self-emp-inc,27187, Masters,14, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, >50K -24, Private,187717, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -22, Private,378104, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -29, Private,113870, 1st-4th,2, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40,, <=50K -42, Private,252518, Prof-school,15, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,40, United-States, >50K -24, Private,326334, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,20, United-States, <=50K -41, Private,279914, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,45, United-States, >50K -29, Private,320451, HS-grad,9, Never-married, Protective-serv, Not-in-family, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -36, Private,207853, HS-grad,9, Divorced, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -78, Self-emp-inc,237294, HS-grad,9, Widowed, Sales, Not-in-family, White, Male,0,0,45, United-States, >50K -43, Private,112181, Assoc-voc,11, Married-civ-spouse, Tech-support, Wife, White, Female,0,1902,32, United-States, >50K -34, State-gov,259705, Some-college,10, Separated, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -20,,117789, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -24, Private,449432, 12th,8, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -36, Federal-gov,89083, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -49, Private,59612, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,44, United-States, <=50K -21, Private,129980, 9th,5, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -51, Private,108233, Assoc-acdm,12, Separated, Other-service, Not-in-family, Black, Female,0,0,40, United-States, <=50K -30, Private,342709, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,126675, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Private,141118, Assoc-voc,11, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -20,,273701, Some-college,10, Never-married,, Other-relative, Black, Male,34095,0,10, United-States, <=50K -46, Private,173243, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -24, Local-gov,161092, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -32, Private,209691, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,42, United-States, >50K -36, Private,89508, Some-college,10, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -30, Private,399522, 11th,7, Married-spouse-absent, Handlers-cleaners, Unmarried, White, Female,0,0,40, United-States, <=50K -60, State-gov,136939, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -56, Local-gov,264436, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -57, Private,199572, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -61, Federal-gov,28291, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, <=50K -50, Private,215990, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -56, Self-emp-not-inc,179594, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,48, United-States, <=50K -61, Self-emp-inc,139391, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,1902,35, United-States, >50K -45, Private,187370, Masters,14, Divorced, Exec-managerial, Unmarried, White, Male,7430,0,70, United-States, >50K -31, Private,473133, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,5178,0,40, United-States, >50K -60, Self-emp-not-inc,205246, HS-grad,9, Never-married, Exec-managerial, Not-in-family, Black, Male,0,2559,50, United-States, >50K -26, Private,182308, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -56, Self-emp-not-inc,51662, 11th,7, Married-civ-spouse, Other-service, Wife, White, Female,0,0,40, United-States, <=50K -45, Private,289468, 11th,7, Widowed, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -28, Private,201954, Assoc-acdm,12, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,65, United-States, >50K -45, Self-emp-not-inc,26781, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -58, Private,100960, 9th,5, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,203761, Assoc-voc,11, Never-married, Tech-support, Not-in-family, White, Female,2354,0,40, United-States, <=50K -23, Private,213811, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -49, Private,124672, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -19, Private,219300, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,25, United-States, <=50K -22, Private,270436, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -23, Private,212619, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, <=50K -23, Private,193586, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,3908,0,40, United-States, <=50K -40, Private,84136, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,25, United-States, <=50K -55, Federal-gov,264834, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -34, State-gov,98995, Assoc-voc,11, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -21, Private,278254, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, <=50K -28, Private,167987, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -43, Federal-gov,72887, Bachelors,13, Married-spouse-absent, Tech-support, Not-in-family, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -17, Private,176467, 9th,5, Never-married, Transport-moving, Not-in-family, White, Male,0,0,20, United-States, <=50K -51, Self-emp-not-inc,85902, 10th,6, Widowed, Transport-moving, Other-relative, White, Female,0,0,40, United-States, <=50K -37, Private,223433, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -54, Self-emp-inc,108435, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -24, Private,172496, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,30, United-States, <=50K -35, Private,241998, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -48, Private,245948, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, Black, Female,2174,0,40, United-States, <=50K -23, Private,187513, Assoc-voc,11, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -24, Private,440138, HS-grad,9, Never-married, Priv-house-serv, Not-in-family, White, Female,0,0,45, England, <=50K -24, Private,218215, Assoc-voc,11, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -50, Private,158948, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,3411,0,40, United-States, <=50K -34, Private,94413, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -45, Private,183598, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -36, Private,192664, 11th,7, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -33, Private,392812, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -21, Private,155818, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -32, Private,195000, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,308205, 5th-6th,3, Never-married, Farming-fishing, Other-relative, White, Male,0,0,40, Mexico, <=50K -53, Private,104879, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -36, Private,152307, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,145964, Bachelors,13, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -47, Private,97419, HS-grad,9, Married-civ-spouse, Protective-serv, Wife, Black, Female,0,0,40, United-States, <=50K -25,,12285, Some-college,10, Never-married,, Not-in-family, Amer-Indian-Eskimo, Female,0,0,20, United-States, <=50K -30, Private,263150, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,20, United-States, <=50K -49,,189885, HS-grad,9, Widowed,, Not-in-family, Black, Female,0,0,40, United-States, <=50K -23, Private,151888, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -40, Private,254167, 10th,6, Separated, Transport-moving, Own-child, White, Male,0,0,35, United-States, <=50K -45, Local-gov,331482, Assoc-acdm,12, Divorced, Tech-support, Own-child, White, Male,0,0,40, United-States, <=50K -61, Local-gov,177189, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,42, United-States, <=50K -35, Private,186886, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,55, United-States, <=50K -20, Private,33221, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,25, United-States, <=50K -27, Private,188171, 10th,6, Never-married, Adm-clerical, Own-child, White, Male,0,0,60, United-States, <=50K -23, Private,209770, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -25, Private,164488, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40,, <=50K -65, Local-gov,180869, Some-college,10, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,35, United-States, <=50K -25, Private,190350, HS-grad,9, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -49, Private,137192, Bachelors,13, Married-civ-spouse, Sales, Husband, Asian-Pac-Islander, Male,0,1977,50, South, >50K -45, Private,204057, Bachelors,13, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, Germany, <=50K -46, Private,198774, Masters,14, Divorced, Exec-managerial, Unmarried, White, Female,0,323,45, United-States, <=50K -67, Private,134906, HS-grad,9, Widowed, Sales, Not-in-family, White, Female,0,0,32, United-States, <=50K -40, Private,174515, HS-grad,9, Widowed, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -51, Private,259363, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -44, Self-emp-not-inc,201742, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,2415,50, United-States, >50K -35, Private,209609, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -28, Private,185127, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -44, Private,462838, HS-grad,9, Divorced, Handlers-cleaners, Not-in-family, White, Female,0,0,48, United-States, <=50K -37, Private,176967, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -54, Private,284129, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, >50K -33, Federal-gov,37546, Prof-school,15, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -46, Private,116666, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -45, Private,120724, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,4386,0,40, United-States, <=50K -27, Private,314240, Assoc-acdm,12, Never-married, Exec-managerial, Not-in-family, White, Male,3325,0,40, United-States, <=50K -49, Private,423222, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -51, Private,201127, HS-grad,9, Divorced, Sales, Not-in-family, White, Male,0,0,45, United-States, <=50K -27, Private,202239, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,209629, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -59, Private,165922, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,40, United-States, >50K -24, Private,133520, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,15, United-States, <=50K -66,,99888, Assoc-voc,11, Widowed,, Not-in-family, White, Female,0,0,40, United-States, <=50K -31, Private,176410, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,38, United-States, <=50K -35, Federal-gov,103214, Doctorate,16, Never-married, Prof-specialty, Not-in-family, Amer-Indian-Eskimo, Female,0,0,60, United-States, >50K -34, Private,122612, Bachelors,13, Married-civ-spouse, Other-service, Wife, Asian-Pac-Islander, Female,7688,0,50, Philippines, >50K -50, Private,226735, Some-college,10, Married-civ-spouse, Protective-serv, Husband, Black, Male,0,0,70, United-States, >50K -43, Self-emp-inc,151089, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -21, Private,244312, 9th,5, Never-married, Craft-repair, Own-child, White, Male,0,0,30, El-Salvador, <=50K -33, Private,209317, 9th,5, Never-married, Other-service, Not-in-family, White, Male,0,0,45, El-Salvador, <=50K -48, Private,99096, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,1590,38, United-States, <=50K -22, Private,374116, HS-grad,9, Never-married, Priv-house-serv, Own-child, White, Female,0,0,36, United-States, <=50K -29, Private,205249, Masters,14, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,40, Japan, <=50K -42, Self-emp-not-inc,326083, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -28, Self-emp-not-inc,183523, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, Hungary, <=50K -36, Private,350783, HS-grad,9, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,38, United-States, <=50K -66, Local-gov,140849, HS-grad,9, Widowed, Other-service, Not-in-family, White, Female,0,0,25, United-States, <=50K -44, Private,175943, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,20, United-States, <=50K -45, Local-gov,125933, Some-college,10, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -49, Private,225124, HS-grad,9, Divorced, Other-service, Own-child, Black, Female,0,0,40, United-States, <=50K -36, Private,272090, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,0,45, El-Salvador, <=50K -48, Private,40666, 11th,7, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,60, United-States, <=50K -19, Private,35245, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -36, Private,167482, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -41, Private,204662, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -32, Private,291147, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -49, Private,179869, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -51, Self-emp-not-inc,205100, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, <=50K -20, Private,352139, Some-college,10, Divorced, Other-service, Own-child, White, Female,0,0,29, United-States, <=50K -39, Private,111268, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -38, Private,247111, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -19, Private,271446, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,25, United-States, <=50K -29, Local-gov,132412, Bachelors,13, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -52, Self-emp-inc,74712, HS-grad,9, Married-civ-spouse, Sales, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, >50K -22, Private,94662, Assoc-voc,11, Never-married, Craft-repair, Not-in-family, White, Male,0,0,44, United-States, <=50K -44, Self-emp-inc,33126, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,80, United-States, <=50K -43, Private,133584, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -41, Local-gov,103759, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,3942,0,40, United-States, <=50K -63,,64448, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,374367, Assoc-voc,11, Separated, Sales, Not-in-family, Black, Male,0,0,44, United-States, <=50K -40, Private,179666, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,30, Canada, <=50K -18, Private,99219, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,15, United-States, <=50K -57, Self-emp-inc,180211, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,50, Taiwan, >50K -54, Local-gov,219276, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,40, Philippines, >50K -44, Private,150011, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -20, Private,231231, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,30, United-States, <=50K -40, Private,182217, Some-college,10, Married-civ-spouse, Other-service, Wife, White, Female,0,0,40, Scotland, <=50K -29, Private,277342, Some-college,10, Never-married, Transport-moving, Unmarried, White, Male,0,0,40, United-States, <=50K -22, Private,140001, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -44, Private,99651, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,5178,0,40, United-States, >50K -45, Private,223319, Some-college,10, Divorced, Sales, Own-child, White, Male,0,0,45, United-States, <=50K -52, Private,235307, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -57, Private,206343, HS-grad,9, Separated, Machine-op-inspct, Not-in-family, White, Male,2174,0,40, Cuba, <=50K -51, Local-gov,156003, HS-grad,9, Divorced, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, <=50K -23, Private,529223, Bachelors,13, Never-married, Sales, Own-child, Black, Male,0,0,10, United-States, <=50K -22, Private,202871, Assoc-voc,11, Married-civ-spouse, Other-service, Husband, White, Male,0,0,44, United-States, <=50K -37, Private,58337, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, >50K -58, Federal-gov,298643, HS-grad,9, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -61, Private,191188, 10th,6, Widowed, Farming-fishing, Unmarried, White, Male,0,0,20, United-States, <=50K -30, Private,96287, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,45, United-States, <=50K -23, Private,104443, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -30, Private,323054, 10th,6, Divorced, Other-service, Not-in-family, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -18, Private,95917, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,25, Canada, <=50K -34, Private,238305, Some-college,10, Married-civ-spouse, Other-service, Wife, White, Female,0,1628,12,, <=50K -23, Private,49296, HS-grad,9, Never-married, Handlers-cleaners, Other-relative, Black, Male,0,0,40, United-States, <=50K -23, Private,50953, Some-college,10, Never-married, Priv-house-serv, Own-child, White, Female,0,0,10, United-States, <=50K -57, Private,124507, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, >50K -58, Private,239523, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -59, Self-emp-not-inc,309124, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -27, Private,240172, Bachelors,13, Married-spouse-absent, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -50, Private,105010, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,45, United-States, >50K -44, Local-gov,135056, Masters,14, Divorced, Prof-specialty, Unmarried, White, Female,0,0,16,, <=50K -25, Private,178478, Bachelors,13, Never-married, Tech-support, Own-child, White, Female,0,0,40, United-States, <=50K -33, Private,23871, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,30, United-States, <=50K -22, Private,362309, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,35, United-States, <=50K -21, Private,257781, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,1719,30, United-States, <=50K -44, Private,175669, 11th,7, Married-civ-spouse, Prof-specialty, Wife, White, Female,5178,0,36, United-States, >50K -50, Private,297906, Some-college,10, Married-civ-spouse, Sales, Husband, Asian-Pac-Islander, Male,0,0,50, United-States, >50K -44, Private,230684, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, <=50K -53,,123011, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, >50K -41, Private,170866, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -54, Local-gov,182543, Some-college,10, Widowed, Adm-clerical, Unmarried, White, Female,0,0,40, Mexico, <=50K -60, Self-emp-not-inc,236470, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -58, Private,33725, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,20, United-States, <=50K -27, Private,188941, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,3908,0,40, United-States, <=50K -43, Private,206878, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Female,0,0,60, United-States, <=50K -33, Local-gov,173806, Assoc-acdm,12, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,190709, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,65, United-States, <=50K -41, Private,149102, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40, Poland, <=50K -21, Private,25265, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -39, Private,100669, Some-college,10, Married-civ-spouse, Craft-repair, Own-child, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -27, Self-emp-inc,114158, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -50, Private,228057, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,54012, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -46, Federal-gov,219967, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -49, Private,239865, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -35, State-gov,119421, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,35, United-States, >50K -56, Self-emp-not-inc,220187, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,45, United-States, >50K -41, Local-gov,33068, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Male,0,1974,40, United-States, <=50K -41, Self-emp-not-inc,277783, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,2001,50, United-States, <=50K -42, Private,175515, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -58, Local-gov,271795, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -43, Private,70055, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,352806, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,40, Mexico, <=50K -57, Private,266189, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,42, United-States, <=50K -49, Private,102945, 7th-8th,4, Widowed, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -23, Private,173851, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -59, Private,144092, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -50, Private,198681, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,70, United-States, >50K -33, Private,351810, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,45, Mexico, <=50K -52, Private,180142, Masters,14, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,45, United-States, <=50K -37, Self-emp-inc,175360, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -30, Self-emp-inc,224498, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -39, Self-emp-inc,154641, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,0,0,60, United-States, <=50K -54, Local-gov,152540, Some-college,10, Divorced, Craft-repair, Unmarried, White, Male,0,0,42, United-States, <=50K -52, Private,217663, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -22, Local-gov,138575, HS-grad,9, Never-married, Protective-serv, Unmarried, White, Male,0,0,56, United-States, <=50K -19,,32477, Some-college,10, Never-married,, Own-child, White, Male,0,0,25, United-States, <=50K -65, Private,101104, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,9386,0,10, United-States, >50K -32, Private,44677, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -25, Private,456618, 7th-8th,4, Never-married, Machine-op-inspct, Unmarried, White, Male,0,0,40, El-Salvador, <=50K -34, Private,227282, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -47, Private,27624, Assoc-voc,11, Never-married, Other-service, Not-in-family, White, Female,0,0,55, United-States, <=50K -24, Private,281403, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Male,0,0,98, United-States, <=50K -63, Federal-gov,39181, Doctorate,16, Divorced, Exec-managerial, Not-in-family, White, Female,0,2559,60, United-States, >50K -48, Private,377140, 5th-6th,3, Never-married, Priv-house-serv, Unmarried, White, Female,0,0,35, Nicaragua, <=50K -26, Private,299810, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,50, United-States, <=50K -28, Private,181916, Some-college,10, Separated, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -23, Private,237044, HS-grad,9, Never-married, Other-service, Own-child, Black, Male,0,0,12, United-States, <=50K -57, Self-emp-inc,123053, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,15024,0,50, India, >50K -64, State-gov,269512, Bachelors,13, Divorced, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -28, Private,44767, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Male,0,0,50, United-States, >50K -28, Private,67218, 7th-8th,4, Married-civ-spouse, Sales, Other-relative, White, Male,0,0,40, United-States, <=50K -34, Private,176992, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -38, Self-emp-not-inc,43712, 11th,7, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1887,45, United-States, >50K -44, Private,379919, Assoc-acdm,12, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, >50K -34, Private,104509, Assoc-voc,11, Never-married, Prof-specialty, Not-in-family, White, Female,1639,0,20, United-States, <=50K -18, Private,212370, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,25, United-States, <=50K -36, Private,179666, 12th,8, Married-civ-spouse, Craft-repair, Husband, Other, Male,0,0,40, United-States, <=50K -73, Self-emp-not-inc,233882, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, Asian-Pac-Islander, Male,0,2457,40, Vietnam, <=50K -24, Private,197387, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,40, Mexico, <=50K -29, Local-gov,220656, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,40, United-States, >50K -33, Private,181091, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -57, Federal-gov,135028, HS-grad,9, Separated, Adm-clerical, Other-relative, Black, Female,0,0,35, United-States, <=50K -41, Private,185057, Assoc-voc,11, Never-married, Craft-repair, Not-in-family, White, Female,0,0,40,, <=50K -55, Private,106498, 10th,6, Widowed, Transport-moving, Not-in-family, Black, Female,0,0,35, United-States, <=50K -21, Private,203003, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -36, Self-emp-not-inc,223789, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -26, Private,184026, Some-college,10, Never-married, Prof-specialty, Not-in-family, Other, Male,0,0,50, United-States, <=50K -32,,335427, Bachelors,13, Married-civ-spouse,, Wife, White, Female,0,0,20, United-States, >50K -40, Private,65866, Some-college,10, Divorced, Tech-support, Unmarried, White, Female,0,213,40, United-States, <=50K -32, Private,372692, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,45607, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -59, State-gov,303176, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,2179,40, United-States, <=50K -29, Private,138190, HS-grad,9, Never-married, Sales, Unmarried, Black, Female,0,1138,40, United-States, <=50K -29, Self-emp-not-inc,212895, Some-college,10, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,48, United-States, <=50K -59, Self-emp-inc,31359, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,80, United-States, >50K -58, Private,147989, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -47, Private,145290, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, <=50K -44, Private,262684, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,1504,45, United-States, <=50K -31, Private,132601, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -42, Self-emp-not-inc,30759, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, <=50K -19, Private,319889, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,25, United-States, <=50K -66, Private,29431, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -41, Private,111483, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, <=50K -22, Private,184756, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,30, United-States, <=50K -31, Private,651396, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,1594,30, United-States, <=50K -30, Private,187560, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -36, Self-emp-not-inc,84848, HS-grad,9, Separated, Other-service, Not-in-family, White, Female,0,0,16, United-States, <=50K -75,,36243, Doctorate,16, Never-married,, Not-in-family, White, Male,0,0,40, United-States, <=50K -41, State-gov,88913, Assoc-acdm,12, Divorced, Prof-specialty, Unmarried, Asian-Pac-Islander, Female,0,0,36, United-States, <=50K -19, Private,73190, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,20, United-States, <=50K -60, Private,132529, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,214542, 11th,7, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -25, Private,217006, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -52, Private,169785, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, <=50K -30, Private,75573, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,45, Germany, <=50K -37, Private,239171, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -55, Self-emp-not-inc,53566, Doctorate,16, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,30, United-States, <=50K -20, Private,117109, Some-college,10, Never-married, Adm-clerical, Other-relative, Black, Female,0,0,24, United-States, <=50K -32, Private,398019, 7th-8th,4, Never-married, Priv-house-serv, Not-in-family, White, Female,0,0,15, Mexico, <=50K -18, Private,114008, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,35, United-States, <=50K -24, Private,204653, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -33, Local-gov,254935, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,45, United-States, <=50K -76,,84755, Some-college,10, Widowed,, Unmarried, White, Female,0,0,40, United-States, <=50K -57, Local-gov,198145, Masters,14, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,14, United-States, >50K -53, Private,174020, Masters,14, Divorced, Prof-specialty, Unmarried, White, Female,0,1876,38, United-States, <=50K -19, Private,451951, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -50, Local-gov,172175, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -27, Private,209472, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -40, Private,336707, Assoc-voc,11, Separated, Craft-repair, Not-in-family, White, Female,0,0,60, United-States, <=50K -26,,431861, 10th,6, Separated,, Not-in-family, White, Male,0,0,40, United-States, <=50K -47, Self-emp-inc,156728, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, <=50K -39, Federal-gov,290321, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -49, State-gov,206577, Some-college,10, Divorced, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -28, Self-emp-not-inc,149324, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,7, United-States, <=50K -33,,49593, Some-college,10, Married-civ-spouse,, Wife, Black, Female,0,0,30, United-States, <=50K -50, Private,98975, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,40, United-States, >50K -28, Private,181659, 11th,7, Never-married, Transport-moving, Own-child, White, Male,0,0,50, United-States, <=50K -30, Private,174789, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -47, Private,102308, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,99999,0,50, United-States, >50K -39, Private,184801, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -37, Private,176014, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -50, Private,256861, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,80, United-States, <=50K -37, Private,239397, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Mexico, <=50K -26, Private,233777, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -55, Private,236520, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -46, Private,70754, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -32, Private,245378, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -26, Private,176729, Bachelors,13, Never-married, Craft-repair, Not-in-family, White, Male,0,0,45, United-States, >50K -32, Private,154120, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,7298,0,40, United-States, >50K -43, Private,88913, Some-college,10, Never-married, Handlers-cleaners, Own-child, Asian-Pac-Islander, Female,1055,0,40, United-States, <=50K -19, Private,517036, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Female,0,0,40, El-Salvador, <=50K -38, Private,436361, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,75, United-States, <=50K -38, Private,231037, 5th-6th,3, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, Mexico, <=50K -65, Private,209831, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -70, Self-emp-not-inc,143833, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,2246,40, United-States, >50K -48,,167381, HS-grad,9, Widowed,, Unmarried, White, Female,0,0,25, United-States, <=50K -44, Private,215468, Bachelors,13, Separated, Machine-op-inspct, Unmarried, Black, Female,0,0,7, United-States, <=50K -32, Private,200700, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -30, Local-gov,191777, HS-grad,9, Never-married, Protective-serv, Own-child, Black, Female,0,0,40, United-States, <=50K -49, Federal-gov,195437, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,60, United-States, >50K -23, Private,149396, HS-grad,9, Never-married, Adm-clerical, Own-child, Black, Female,0,0,40, United-States, <=50K -25, Private,104746, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,16, United-States, <=50K -19, Private,108147, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,15, United-States, <=50K -27, Private,238859, Assoc-voc,11, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -43, State-gov,23157, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,60, United-States, <=50K -38, Private,497788, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -42, Private,141558, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -33, Federal-gov,117963, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Male,0,0,38, United-States, <=50K -30, Private,232356, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -29, Private,157941, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Private,103642, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,169727, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -43, Private,274731, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -30, Private,161572, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,45, United-States, <=50K -38, Private,48779, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -48, Private,141511, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -57, Private,314153, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,1887,55, United-States, >50K -30, Private,168334, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,30, United-States, <=50K -42, Local-gov,267252, Masters,14, Separated, Exec-managerial, Unmarried, Black, Male,0,0,45, United-States, >50K -31, Self-emp-not-inc,312055, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,70, United-States, <=50K -32, Private,207937, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -28, Private,232653, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -63, Private,246841, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,154087, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,199011, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,12, United-States, <=50K -51, Self-emp-not-inc,205100, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,30, United-States, >50K -36, Private,177907, Bachelors,13, Never-married, Other-service, Not-in-family, White, Male,2176,0,20,, <=50K -24, Private,50400, Some-college,10, Married-civ-spouse, Sales, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -41, Local-gov,97064, Assoc-voc,11, Divorced, Adm-clerical, Unmarried, White, Female,0,0,44, United-States, <=50K -21, Private,65038, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -27, Private,292472, Some-college,10, Never-married, Craft-repair, Not-in-family, Asian-Pac-Islander, Male,0,1876,45, Cambodia, <=50K -17, Private,225211, 9th,5, Never-married, Other-service, Own-child, Black, Male,0,0,35, United-States, <=50K -45, Private,320192, 1st-4th,2, Married-civ-spouse, Other-service, Wife, White, Female,0,0,40, United-States, <=50K -39, State-gov,119421, HS-grad,9, Separated, Adm-clerical, Unmarried, White, Female,0,625,35, United-States, <=50K -21, Private,83580, Some-college,10, Never-married, Prof-specialty, Own-child, Amer-Indian-Eskimo, Female,0,0,4, United-States, <=50K -29, Private,133696, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,8614,0,45, United-States, >50K -39, Private,141584, Masters,14, Never-married, Sales, Not-in-family, White, Male,0,2444,45, United-States, >50K -42, Private,529216, HS-grad,9, Separated, Transport-moving, Other-relative, Black, Male,0,0,40, United-States, <=50K -22, Private,390817, 5th-6th,3, Married-civ-spouse, Craft-repair, Other-relative, White, Male,0,0,40, Mexico, <=50K -21,,85733, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -59, Private,155976, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -40, Private,221172, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,65, United-States, >50K -45, Private,270842, Some-college,10, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -35, Private,82622, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -58, Private,371064, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,20, United-States, <=50K -45, Private,54744, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1848,40, United-States, >50K -29, Private,22641, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Amer-Indian-Eskimo, Male,0,0,45, United-States, <=50K -21, Private,218957, 11th,7, Never-married, Craft-repair, Own-child, White, Male,0,0,45, United-States, <=50K -51, Private,441637, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -34, Local-gov,143699, Some-college,10, Married-civ-spouse, Other-service, Wife, White, Female,0,0,40, United-States, <=50K -40, Private,183096, Bachelors,13, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,35, United-States, <=50K -45, Private,97176, 11th,7, Divorced, Adm-clerical, Unmarried, White, Female,0,0,16, United-States, <=50K -38, Self-emp-not-inc,122493, 10th,6, Married-civ-spouse, Sales, Husband, White, Male,0,1887,40, United-States, >50K -22, Private,311376, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -37, Private,78928, 9th,5, Married-civ-spouse, Other-service, Husband, White, Male,3137,0,40, United-States, <=50K -62, Private,123582, 10th,6, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -32, Federal-gov,174215, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,60, United-States, <=50K -36, Private,183902, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,4, United-States, >50K -43, Private,247880, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -37, Private,256636, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -33,,152875, Bachelors,13, Married-civ-spouse,, Wife, Asian-Pac-Islander, Female,0,0,40, China, <=50K -28, Private,22422, HS-grad,9, Never-married, Transport-moving, Unmarried, White, Male,0,0,55, United-States, <=50K -49,,178215, Some-college,10, Widowed,, Unmarried, White, Female,0,0,28, United-States, <=50K -47, Local-gov,194360, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,7, United-States, >50K -59, Private,247187, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -35, Private,63921, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,224889, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -29, Self-emp-not-inc,178564, Bachelors,13, Never-married, Prof-specialty, Other-relative, White, Male,0,0,40, United-States, <=50K -57, Private,47619, Assoc-acdm,12, Divorced, Prof-specialty, Not-in-family, Black, Female,0,0,40, United-States, <=50K -41, Private,92775, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -37, Private,50837, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -20, Local-gov,235894, Some-college,10, Never-married, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -44, Private,244974, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -20, Local-gov,526734, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,30, United-States, <=50K -38, Self-emp-not-inc,243484, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,28, United-States, >50K -23, Private,201664, HS-grad,9, Married-civ-spouse, Adm-clerical, Other-relative, White, Male,0,0,40, United-States, <=50K -24, Private,234640, HS-grad,9, Married-spouse-absent, Sales, Own-child, White, Female,0,0,36, United-States, <=50K -46, Private,268022, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -32, Local-gov,223267, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -21, Self-emp-not-inc,99199, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,137076, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,115411, Some-college,10, Divorced, Sales, Own-child, White, Male,2174,0,45, United-States, <=50K -51, Private,313146, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -69, Self-emp-not-inc,29980, 7th-8th,4, Never-married, Farming-fishing, Other-relative, White, Male,1848,0,10, United-States, <=50K -39, Self-emp-inc,543042, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,5178,0,50, United-States, >50K -43, Private,271807, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -51, Federal-gov,97934, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,5178,0,40, United-States, >50K -43, Private,191196, HS-grad,9, Divorced, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Self-emp-not-inc,264627, 11th,7, Divorced, Exec-managerial, Unmarried, White, Female,0,0,84, United-States, <=50K -32, Private,183801, HS-grad,9, Divorced, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -25, Private,209227, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,21, United-States, <=50K -64, Private,216208, Some-college,10, Widowed, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -28, Private,377095, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, <=50K -44, Private,317535, 1st-4th,2, Married-civ-spouse, Protective-serv, Other-relative, White, Male,0,0,40, Mexico, <=50K -40, Private,247880, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -21, Private,152246, Some-college,10, Never-married, Handlers-cleaners, Own-child, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -23, Private,428299, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -23, Private,161708, Some-college,10, Never-married, Other-service, Unmarried, White, Female,0,0,20, United-States, <=50K -19, Private,167859, HS-grad,9, Never-married, Other-service, Own-child, Black, Male,0,0,40, United-States, <=50K -61, Private,85194, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,25, United-States, <=50K -47, Self-emp-inc,119471, 7th-8th,4, Never-married, Craft-repair, Not-in-family, Other, Male,0,0,40,, <=50K -39, Private,117683, 10th,6, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,45, United-States, <=50K -51, Private,139347, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,7688,0,40, United-States, >50K -25, Private,427744, 10th,6, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,122116, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -34, State-gov,227931, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,38, United-States, <=50K -54, Self-emp-not-inc,226497, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -24, Private,83783, Bachelors,13, Never-married, Tech-support, Own-child, White, Female,0,0,40, United-States, <=50K -28, Private,197113, HS-grad,9, Never-married, Machine-op-inspct, Own-child, Other, Male,0,0,50, Puerto-Rico, <=50K -33, Private,204742, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,44, United-States, <=50K -63,,331527, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,14, United-States, <=50K -31, Private,213179, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, >50K -70, Self-emp-inc,188260, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,16, United-States, <=50K -43, Private,298161, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,40, Nicaragua, <=50K -36, Private,143774, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,12, United-States, >50K -50, Local-gov,139296, 11th,7, Never-married, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -21, Private,152389, Some-college,10, Never-married, Other-service, Not-in-family, Black, Female,0,0,30, United-States, <=50K -31, Private,309974, Some-college,10, Separated, Tech-support, Unmarried, Black, Female,0,0,40, United-States, <=50K -19,,37085, Some-college,10, Never-married,, Own-child, White, Female,0,0,30, United-States, <=50K -39, Private,270059, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,35, United-States, <=50K -29, Private,130045, 7th-8th,4, Married-civ-spouse, Other-service, Wife, White, Female,0,0,40, United-States, <=50K -39, Private,188038, Some-college,10, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -17, Private,168203, 7th-8th,4, Never-married, Farming-fishing, Other-relative, Other, Male,0,0,40, Mexico, <=50K -46, Private,171807, Some-college,10, Divorced, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -62, Private,186696, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,177531, 10th,6, Divorced, Other-service, Unmarried, Black, Female,0,0,23, United-States, <=50K -28, Private,115464, HS-grad,9, Never-married, Other-service, Own-child, Black, Female,0,0,40, United-States, <=50K -19, Private,501144, Some-college,10, Never-married, Sales, Other-relative, Black, Female,0,0,40, United-States, <=50K -61, Local-gov,180079, Doctorate,16, Married-civ-spouse, Exec-managerial, Husband, White, Male,4064,0,40, United-States, <=50K -18, Private,205894, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,25,, <=50K -39, Self-emp-not-inc,218490, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,2415,50,, >50K -24, Local-gov,203924, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,45, United-States, <=50K -38, Private,91857, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,41, United-States, <=50K -38, Private,229700, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,40, United-States, >50K -17, Private,158704, 10th,6, Never-married, Sales, Own-child, White, Male,0,0,20, United-States, <=50K -28, Private,190911, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -52, Private,139176, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,8, United-States, <=50K -61, Private,119684, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,20, United-States, >50K -69, Private,124930, 5th-6th,3, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,2267,40, United-States, <=50K -19, Private,168693, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,25, United-States, <=50K -26, Private,250038, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -34, Self-emp-inc,353927, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -70, Private,216390, 9th,5, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,2653,0,40, United-States, <=50K -21, Private,230248, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,25, United-States, <=50K -43, Private,117728, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,44, United-States, <=50K -52, Private,115851, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -59, Private,193335, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -21, Private,203894, Assoc-voc,11, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -53, Self-emp-not-inc,100109, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,40, United-States, >50K -55, State-gov,157639, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -46, Self-emp-inc,235320, Masters,14, Divorced, Sales, Not-in-family, White, Male,0,0,60, United-States, >50K -36, Private,127686, HS-grad,9, Separated, Adm-clerical, Unmarried, White, Female,0,0,37, United-States, <=50K -39, Private,28572, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,48, United-States, <=50K -78,,91534, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,3, United-States, <=50K -30, Private,184687, HS-grad,9, Never-married, Prof-specialty, Own-child, White, Female,0,0,30, United-States, <=50K -22, Private,267945, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,16, United-States, <=50K -43, Private,131899, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -36, Private,192614, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,56, United-States, <=50K -36, Private,186808, Bachelors,13, Married-civ-spouse, Craft-repair, Own-child, White, Male,0,0,40, United-States, >50K -50, Private,44116, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Female,0,0,40, United-States, <=50K -27, Federal-gov,46442, Bachelors,13, Never-married, Protective-serv, Not-in-family, White, Female,0,0,35, United-States, <=50K -46, Federal-gov,78022, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -24, Private,417668, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,20, United-States, <=50K -41, Private,223763, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -68, Private,223851, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,24, United-States, <=50K -38, Local-gov,115634, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -47, Private,114459, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -41, Private,197093, Some-college,10, Never-married, Other-service, Not-in-family, Black, Male,0,0,20, United-States, <=50K -31, Self-emp-not-inc,357145, Doctorate,16, Never-married, Prof-specialty, Own-child, White, Female,0,0,48, United-States, <=50K -29, Private,59231, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,42, United-States, <=50K -26, Private,292303, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Female,0,0,40, United-States, <=50K -51, Private,122288, Some-college,10, Widowed, Machine-op-inspct, Unmarried, White, Female,0,0,36, United-States, <=50K -26, Federal-gov,52322, Bachelors,13, Never-married, Tech-support, Not-in-family, Other, Male,0,0,60, United-States, <=50K -27, Local-gov,105830, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,60, United-States, <=50K -36, Private,107125, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,50, United-States, <=50K -28, Federal-gov,281860, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -53, Private,283320, Bachelors,13, Divorced, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -40, State-gov,26598, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -38, Private,220783, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,20, United-States, <=50K -21,,121694, 7th-8th,4, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -53, Private,208302, 10th,6, Married-civ-spouse, Other-service, Husband, White, Male,0,0,34, United-States, <=50K -34, Local-gov,172664, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -43, Private,54611, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,60, United-States, <=50K -64, Private,631947, 10th,6, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,394484, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -25,,239120, Bachelors,13, Never-married,, Not-in-family, White, Male,0,0,13, United-States, <=50K -38, Federal-gov,37683, Prof-school,15, Never-married, Prof-specialty, Not-in-family, Asian-Pac-Islander, Female,99999,0,57, Canada, >50K -47, Local-gov,193012, Masters,14, Divorced, Protective-serv, Not-in-family, Black, Male,0,0,50, United-States, >50K -48, Private,143098, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,1902,40, China, >50K -57, Private,84888, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -37, Private,188503, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,35, United-States, <=50K -37, Private,337778, 11th,7, Divorced, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K -51, Self-emp-not-inc,94432, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,55, United-States, >50K -32, Private,168906, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -49, Private,116143, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -52, Private,128272, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,14, United-States, <=50K -64, Federal-gov,301383, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,9386,0,45, United-States, >50K -46, Private,174995, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,45, United-States, <=50K -24, State-gov,289909, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,154641, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -23, Private,209034, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,3942,0,40, United-States, <=50K -30, Private,203488, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,44, United-States, <=50K -34, Private,141118, Masters,14, Divorced, Prof-specialty, Own-child, White, Female,0,0,60, United-States, >50K -30, Private,169589, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,137645, Bachelors,13, Never-married, Sales, Not-in-family, Black, Female,0,0,40, United-States, <=50K -58, Local-gov,489085, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,40, United-States, <=50K -32, Private,36302, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,50, United-States, <=50K -37, Private,253420, HS-grad,9, Separated, Other-service, Unmarried, Black, Female,0,0,25, United-States, <=50K -35, Private,269300, HS-grad,9, Separated, Other-service, Not-in-family, Black, Female,0,0,40, United-States, <=50K -18, Private,282609, 5th-6th,3, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,30, Honduras, <=50K -46, Private,346978, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -71, Private,182395, Bachelors,13, Never-married, Craft-repair, Not-in-family, White, Male,11678,0,45, United-States, >50K -44, Private,205051, 10th,6, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -45, Private,128736, 10th,6, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -40, Private,236110, 12th,8, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, Cuba, >50K -38, Private,312271, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -52, Private,126978, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, Asian-Pac-Islander, Female,0,0,40, China, <=50K -47, Private,204692, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -49, Private,195956, Bachelors,13, Divorced, Tech-support, Unmarried, White, Female,0,0,35, United-States, <=50K -59, State-gov,202682, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,231912, Assoc-voc,11, Never-married, Adm-clerical, Own-child, White, Female,0,0,37, United-States, <=50K -44, Local-gov,24982, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -76, Private,278938, Bachelors,13, Widowed, Prof-specialty, Not-in-family, White, Female,0,0,20, United-States, <=50K -50, Local-gov,36489, 10th,6, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -33, Local-gov,154874, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -43, Private,74581, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, United-States, >50K -27, Private,311446, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,5178,0,40, United-States, >50K -37, Self-emp-inc,162164, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,239708, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,55, United-States, <=50K -49, Self-emp-not-inc,162856, Some-college,10, Divorced, Exec-managerial, Not-in-family, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -48, Self-emp-inc,85109, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,45, United-States, <=50K -49, Private,169042, HS-grad,9, Separated, Prof-specialty, Unmarried, White, Female,0,625,40, Puerto-Rico, <=50K -22, Private,436798, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,345363, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, England, <=50K -36, Private,49837, Some-college,10, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -57,,296516, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,50, United-States, <=50K -30, State-gov,180283, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Female,0,0,40, United-States, <=50K -40, Local-gov,95639, HS-grad,9, Never-married, Craft-repair, Other-relative, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -42, Private,33155, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, <=50K -56, Private,329059, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Italy, >50K -55, Private,24694, Some-college,10, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -25, Private,443855, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, Mexico, <=50K -52,,294691, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,301867, Some-college,10, Never-married, Adm-clerical, Unmarried, Asian-Pac-Islander, Female,0,0,35, United-States, <=50K -55, Private,226875, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,4064,0,40, United-States, <=50K -47, Private,362835, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -23, Private,180339, Assoc-acdm,12, Never-married, Sales, Own-child, White, Female,0,0,65, United-States, <=50K -55, Self-emp-inc,207489, Bachelors,13, Divorced, Sales, Not-in-family, White, Female,0,0,50, Germany, <=50K -43, Private,336643, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, <=50K -31, Private,143653, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -62, State-gov,101475, Assoc-acdm,12, Widowed, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -42, Local-gov,263871, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,8, United-States, <=50K -38, Self-emp-not-inc,77820, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -29, Private,95465, HS-grad,9, Never-married, Tech-support, Not-in-family, White, Male,0,0,42, United-States, <=50K -26, Private,257910, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,60, United-States, <=50K -26, Private,244372, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,52, United-States, >50K -37, Self-emp-not-inc,126738, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,72, United-States, <=50K -79, Self-emp-inc,97082, 12th,8, Widowed, Sales, Not-in-family, White, Male,18481,0,45, United-States, >50K -61, Private,133164, 7th-8th,4, Never-married, Other-service, Not-in-family, White, Male,0,0,48, United-States, <=50K -28, Self-emp-not-inc,104617, 7th-8th,4, Never-married, Other-service, Other-relative, White, Female,0,0,99, Mexico, <=50K -60, Self-emp-inc,105339, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,60, United-States, >50K -51, Self-emp-inc,258735, HS-grad,9, Divorced, Protective-serv, Not-in-family, White, Male,0,0,81, United-States, <=50K -34, Private,182926, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,43, United-States, >50K -35, Private,166193, HS-grad,9, Divorced, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -27, Local-gov,206125, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -44, Private,346594, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -25, Private,108301, HS-grad,9, Separated, Other-service, Unmarried, White, Female,0,0,20, United-States, <=50K -32, Private,73498, 7th-8th,4, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -36, Private,129150, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,20, United-States, >50K -27, Private,181280, Masters,14, Never-married, Handlers-cleaners, Unmarried, White, Male,0,0,30, United-States, <=50K -40, Private,146908, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -43, Private,183765, Some-college,10, Divorced, Tech-support, Not-in-family, White, Male,0,0,40,, >50K -25, Private,164488, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -41, Private,307468, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -30, Private,93884, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -26, Private,279833, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,2258,45, United-States, >50K -52, Private,137658, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, Other, Male,0,0,40, Dominican-Republic, <=50K -32, Private,101562, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,45, United-States, <=50K -33, Private,136331, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,259846, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, <=50K -48, Private,98719, HS-grad,9, Widowed, Other-service, Not-in-family, White, Female,0,0,44, United-States, <=50K -62, Self-emp-not-inc,168682, 7th-8th,4, Married-civ-spouse, Sales, Husband, White, Male,0,0,5, United-States, <=50K -40, Self-emp-not-inc,198953, Assoc-acdm,12, Never-married, Prof-specialty, Own-child, Black, Female,0,0,2, United-States, <=50K -41,,29115, Some-college,10, Widowed,, Not-in-family, White, Female,0,0,20, United-States, <=50K -28, Private,173673, 5th-6th,3, Never-married, Other-service, Not-in-family, White, Female,0,0,40, Mexico, <=50K -23, Private,67958, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -50, Federal-gov,98980, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,40, United-States, >50K -51, State-gov,94174, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,35, United-States, <=50K -63, Self-emp-not-inc,122442, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,48, United-States, <=50K -63, Federal-gov,154675, HS-grad,9, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -40, Private,116632, HS-grad,9, Divorced, Sales, Not-in-family, White, Male,0,0,60, United-States, >50K -20,,238685, 11th,7, Divorced,, Not-in-family, White, Female,0,0,40, United-States, <=50K -61,,139391, Some-college,10, Married-civ-spouse,, Husband, White, Male,99999,0,30, United-States, >50K -40, Private,169031, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K -41, Private,237452, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,15, Cuba, >50K -41, Private,216968, Bachelors,13, Never-married, Handlers-cleaners, Not-in-family, Black, Male,0,0,40,, <=50K -27,,216479, Bachelors,13, Married-civ-spouse,, Wife, White, Female,0,0,24, United-States, >50K -20, State-gov,126822, Some-college,10, Never-married, Prof-specialty, Own-child, White, Female,0,0,15, United-States, <=50K -28, Private,51461, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,1887,40, United-States, >50K -35, Private,54953, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,222654, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,37676, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -57, Private,159319, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -28, Private,125321, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Private,209609, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -37, Private,224947, Assoc-voc,11, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -43, State-gov,438427, Some-college,10, Divorced, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -26, Self-emp-not-inc,384276, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,196805, Some-college,10, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,65, United-States, <=50K -27, Private,242097, Assoc-voc,11, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -33, Private,184306, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, <=50K -45, Private,161954, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, Germany, <=50K -65, Private,258561, Bachelors,13, Married-civ-spouse, Other-service, Husband, White, Male,0,0,20, United-States, <=50K -57, Self-emp-not-inc,95280, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,99999,0,45, United-States, >50K -59, Private,212783, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,38, United-States, <=50K -18, Private,205004, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,26, United-States, <=50K -44, Local-gov,387844, 12th,8, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,83880, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -27, Private,161155, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -43, Local-gov,265698, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,45, United-States, >50K -59, Self-emp-inc,146477, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -19, Private,97261, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K -36, State-gov,437890, HS-grad,9, Never-married, Exec-managerial, Unmarried, Black, Male,0,0,90, United-States, <=50K -68, Self-emp-not-inc,133736, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,20051,0,40, United-States, >50K -63, Private,169983, 11th,7, Widowed, Sales, Not-in-family, White, Female,2176,0,30, United-States, <=50K -37, Private,126675, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,57, United-States, <=50K -46, Local-gov,175754, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,0,1876,60, United-States, <=50K -31, Private,121768, Assoc-acdm,12, Divorced, Adm-clerical, Unmarried, White, Female,0,0,35, Poland, <=50K -23, Private,180052, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -22, Private,124454, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,30, United-States, <=50K -49, Private,190115, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,1672,44, United-States, <=50K -36, Private,222584, HS-grad,9, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -38, Private,22245, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -46, Local-gov,114160, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,45, United-States, >50K -24, Private,228960, Assoc-acdm,12, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -26, Private,132572, Bachelors,13, Never-married, Adm-clerical, Own-child, Black, Female,0,0,40, United-States, <=50K -47, Private,103020, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Wife, Other, Female,0,0,40, Puerto-Rico, <=50K -40, Private,187802, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,1887,40, United-States, >50K -31, Local-gov,50649, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, <=50K -42, Private,137698, 5th-6th,3, Married-spouse-absent, Farming-fishing, Not-in-family, White, Male,0,0,35, Mexico, <=50K -48, Self-emp-inc,30575, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,70, United-States, >50K -56, Private,202220, Some-college,10, Separated, Tech-support, Unmarried, Black, Female,0,0,38, United-States, <=50K -50, Private,50178, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -17, Private,207791, 10th,6, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,20, United-States, <=50K -21, Private,540712, HS-grad,9, Never-married, Other-service, Other-relative, Black, Male,0,1719,25, United-States, <=50K -50, Private,321770, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -49, Private,202053, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,32, United-States, <=50K -34, Private,143699, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,15, United-States, <=50K -32, Self-emp-not-inc,115066, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -28, Private,223751, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -62, Self-emp-inc,354075, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -23, Private,32732, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,15, United-States, <=50K -24, State-gov,390867, Masters,14, Never-married, Prof-specialty, Not-in-family, Black, Female,0,0,40, United-States, <=50K -31, Private,101697, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, <=50K -36, Private,279721, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -58, Private,223400, Assoc-acdm,12, Married-civ-spouse, Priv-house-serv, Other-relative, White, Female,0,0,35, Poland, <=50K -46,,206357, 5th-6th,3, Married-civ-spouse,, Wife, White, Female,0,0,40, Mexico, <=50K -39, Private,76417, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -48,,184682, HS-grad,9, Never-married,, Own-child, White, Female,0,0,18, United-States, <=50K -21, Private,78170, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,42, United-States, <=50K -39, Private,201410, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,189013, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,35, United-States, <=50K -33, Private,119913, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -37, Private,549174, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -29, Local-gov,214706, HS-grad,9, Never-married, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -30,,33811, Bachelors,13, Married-civ-spouse,, Wife, Other, Female,0,0,40, Taiwan, >50K -43, Private,234220, HS-grad,9, Divorced, Machine-op-inspct, Own-child, White, Female,0,0,40, Cuba, <=50K -22, Private,237720, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -25, Private,185942, Masters,14, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, >50K -69, Local-gov,286983, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -17, Private,140027, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,25, United-States, <=50K -18,,115258, 11th,7, Never-married,, Own-child, White, Male,0,0,12, United-States, <=50K -54, Private,155408, HS-grad,9, Widowed, Handlers-cleaners, Unmarried, White, Female,0,0,40, United-States, <=50K -65,,117963, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,45, United-States, <=50K -28, Private,158737, 12th,8, Married-civ-spouse, Machine-op-inspct, Other-relative, Other, Male,0,0,40, Ecuador, <=50K -27, Local-gov,199471, Assoc-voc,11, Never-married, Tech-support, Own-child, White, Female,0,0,38, United-States, <=50K -35, Private,287701, Assoc-acdm,12, Divorced, Craft-repair, Unmarried, White, Male,0,0,45, United-States, >50K -38, Private,137707, Assoc-voc,11, Married-civ-spouse, Tech-support, Wife, White, Female,0,0,40, United-States, >50K -33, State-gov,108116, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,366900, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -56, Self-emp-inc,187355, Some-college,10, Married-civ-spouse, Sales, Wife, White, Female,0,0,60, Canada, >50K -38, Private,33105, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Amer-Indian-Eskimo, Male,0,0,70, United-States, >50K -51, Self-emp-not-inc,268639, Some-college,10, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,2057,60, Canada, <=50K -26, Private,358975, Some-college,10, Never-married, Priv-house-serv, Not-in-family, White, Female,0,0,50, Hungary, <=50K -33, Private,199227, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -44, Private,248249, 7th-8th,4, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,50, United-States, <=50K -36, Private,460437, 9th,5, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -42, Private,187294, Some-college,10, Divorced, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -44, Private,115932, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -44, Private,181762, Bachelors,13, Married-civ-spouse, Transport-moving, Husband, White, Male,15024,0,55, United-States, >50K -21, Private,27049, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -41, Private,806552, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -41, Private,150755, Doctorate,16, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,50, Canada, >50K -62, Private,69867, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,7298,0,50, United-States, >50K -27, Private,160786, 11th,7, Separated, Craft-repair, Not-in-family, White, Male,0,0,45, Germany, <=50K -38, Private,219546, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -60, Private,24872, Some-college,10, Separated, Transport-moving, Not-in-family, Amer-Indian-Eskimo, Female,0,0,30, United-States, <=50K -24, Private,110371, 12th,8, Never-married, Machine-op-inspct, Unmarried, White, Male,0,0,40, Mexico, <=50K -24,,376474, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,304602, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -32,,143699, Some-college,10, Never-married,, Unmarried, White, Female,0,0,40, United-States, <=50K -22, Private,238917, 1st-4th,2, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,24, Mexico, <=50K -51, Private,200618, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,183043, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,48, United-States, >50K -42, Local-gov,209752, Prof-school,15, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -48,,175653, Assoc-acdm,12, Divorced,, Not-in-family, White, Female,14084,0,40, United-States, >50K -49, Private,196707, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,7298,0,43, United-States, >50K -37, Local-gov,98725, Bachelors,13, Never-married, Tech-support, Own-child, White, Female,0,0,42, United-States, <=50K -37, Self-emp-not-inc,180150, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -66, Private,151227, Bachelors,13, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, >50K -18,,118847, HS-grad,9, Never-married,, Own-child, White, Female,0,0,24, United-States, <=50K -46, Private,282538, Assoc-voc,11, Separated, Machine-op-inspct, Not-in-family, Black, Female,0,0,40, United-States, <=50K -52, Private,89534, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -23, Private,291011, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -67, Private,166187, HS-grad,9, Widowed, Exec-managerial, Unmarried, White, Male,0,0,38, United-States, >50K -19, Private,188669, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,25, United-States, <=50K -37, Private,178948, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,45, United-States, <=50K -42, Self-emp-inc,188738, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,60, Italy, >50K -39, Self-emp-not-inc,160808, Some-college,10, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,40, United-States, <=50K -54, Private,93605, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,1848,40, United-States, >50K -46, Private,318331, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -47,,109921, HS-grad,9, Separated,, Unmarried, Black, Female,0,0,32, United-States, <=50K -33, Private,87605, HS-grad,9, Never-married, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -69, Self-emp-not-inc,89477, Some-college,10, Widowed, Farming-fishing, Not-in-family, White, Female,0,0,14, United-States, <=50K -21, Private,48301, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -27, Private,220748, HS-grad,9, Never-married, Handlers-cleaners, Other-relative, Black, Male,0,0,48, United-States, <=50K -39, Private,387068, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -23, Private,250743, Some-college,10, Divorced, Adm-clerical, Not-in-family, Black, Male,0,0,40, United-States, <=50K -26, Private,78258, Assoc-voc,11, Divorced, Prof-specialty, Unmarried, White, Female,0,0,36, United-States, <=50K -42, Private,31387, Doctorate,16, Married-spouse-absent, Prof-specialty, Unmarried, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -36, Private,289190, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -24, Private,604537, HS-grad,9, Never-married, Transport-moving, Unmarried, White, Male,0,0,40, Mexico, <=50K -35, Private,328466, 9th,5, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, Mexico, <=50K -42, Private,403187, HS-grad,9, Divorced, Handlers-cleaners, Unmarried, Black, Female,0,0,40, United-States, <=50K -37, Private,219546, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,4386,0,44, United-States, >50K -41, Private,220531, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -27, Private,204648, Assoc-voc,11, Never-married, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -42, Self-emp-not-inc,201908, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,50, United-States, >50K -44,,109912, Bachelors,13, Married-civ-spouse,, Wife, White, Female,0,0,16, United-States, >50K -18, Private,365683, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,16, United-States, <=50K -41, Private,175674, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -31, Private,203488, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,106406, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -67, Private,172756, 1st-4th,2, Widowed, Machine-op-inspct, Not-in-family, White, Female,2062,0,34, Ecuador, <=50K -37, Private,125167, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -51, Private,249339, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,94652, Some-college,10, Never-married, Craft-repair, Own-child, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -40, Private,195394, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,40, United-States, >50K -25, Private,130302, HS-grad,9, Never-married, Handlers-cleaners, Unmarried, White, Male,0,0,40, United-States, <=50K -38, Private,66686, Assoc-voc,11, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -43, Private,336042, HS-grad,9, Separated, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -23, Private,193586, Some-college,10, Separated, Farming-fishing, Other-relative, White, Female,0,0,40, United-States, <=50K -44, Private,325461, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,50, United-States, >50K -60, Local-gov,313852, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,25, United-States, <=50K -38, Local-gov,30509, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,1669,55, United-States, <=50K -21, Local-gov,32639, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,20, United-States, <=50K -18, Private,234953, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,25, United-States, <=50K -49, Private,120629, Bachelors,13, Divorced, Exec-managerial, Not-in-family, Black, Female,27828,0,60, United-States, >50K -43, Private,350379, 5th-6th,3, Divorced, Priv-house-serv, Unmarried, White, Female,0,0,40, Mexico, <=50K -26,,176967, 11th,7, Never-married,, Not-in-family, White, Female,0,0,65, United-States, <=50K -36, Private,36423, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,25, United-States, >50K -31, Private,123397, HS-grad,9, Married-civ-spouse, Transport-moving, Wife, White, Female,5178,0,35, United-States, >50K -38, Private,130813, HS-grad,9, Divorced, Machine-op-inspct, Other-relative, White, Female,0,0,40, United-States, <=50K -43, Self-emp-not-inc,35236, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,84, United-States, <=50K -58, Private,33350, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,35, United-States, <=50K -55, Private,177380, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,29, United-States, <=50K -39, Private,216129, Assoc-acdm,12, Divorced, Exec-managerial, Unmarried, Black, Female,0,0,35, Jamaica, <=50K -38, Private,335104, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,35, United-States, <=50K -54, Self-emp-not-inc,199741, HS-grad,9, Widowed, Craft-repair, Not-in-family, White, Male,0,2001,35, United-States, <=50K -57, Self-emp-inc,165881, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -35, Local-gov,387777, Assoc-acdm,12, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,52, United-States, <=50K -44, Self-emp-not-inc,149943, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,60, Taiwan, >50K -36, Private,188834, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -58, Private,290661, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,155603, Some-college,10, Never-married, Other-service, Own-child, Black, Female,0,2205,40, United-States, <=50K -25, Private,114838, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,8, Italy, <=50K -54, Local-gov,168553, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,103064, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -37, Private,123833, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,60, United-States, <=50K -60, Federal-gov,55621, Assoc-acdm,12, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,40, United-States, <=50K -66, Local-gov,189834, 7th-8th,4, Widowed, Other-service, Not-in-family, White, Female,0,0,20, United-States, <=50K -36, Private,217926, Assoc-acdm,12, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,50, United-States, <=50K -29, Self-emp-not-inc,341672, HS-grad,9, Married-spouse-absent, Transport-moving, Other-relative, Asian-Pac-Islander, Male,0,1564,50, India, >50K -29, Private,163003, Bachelors,13, Never-married, Adm-clerical, Own-child, Asian-Pac-Islander, Female,2202,0,40, Taiwan, <=50K -25, Private,194352, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,44, United-States, <=50K -62,,54878, HS-grad,9, Widowed,, Not-in-family, White, Female,0,0,25, United-States, <=50K -23, Private,393248, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -38, Private,279315, HS-grad,9, Never-married, Other-service, Own-child, Black, Male,0,0,40, United-States, <=50K -33, Private,392812, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,50, United-States, >50K -49, Self-emp-inc,34998, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -57, Self-emp-inc,51016, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -57, Local-gov,132717, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -46, Private,186078, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,45, United-States, <=50K -37, Self-emp-inc,196123, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,70, United-States, >50K -43, Self-emp-inc,304906, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -26, Private,41521, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,35, United-States, <=50K -40, Private,346847, Assoc-voc,11, Separated, Prof-specialty, Other-relative, White, Female,0,0,40, United-States, <=50K -39, Self-emp-not-inc,107233, HS-grad,9, Never-married, Craft-repair, Other-relative, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -39, Private,150125, Assoc-acdm,12, Divorced, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -31, Private,400535, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,409622, Bachelors,13, Married-civ-spouse, Machine-op-inspct, Husband, Other, Male,0,0,36, Mexico, <=50K -27, Private,136448, Bachelors,13, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -36, Self-emp-not-inc,202950, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, Iran, <=50K -40, Local-gov,197012, Bachelors,13, Divorced, Tech-support, Not-in-family, White, Female,8614,0,40, England, >50K -57, Private,237691, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, Mexico, <=50K -24, Private,170277, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,35, United-States, <=50K -30, Private,160784, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,45, United-States, <=50K -28, Private,33798, 12th,8, Never-married, Transport-moving, Not-in-family, White, Male,0,0,50, United-States, <=50K -22, Private,197838, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -31, Private,223212, 7th-8th,4, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,50, United-States, <=50K -33, Private,125762, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,44, United-States, >50K -20, Private,283969, Some-college,10, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,15, United-States, <=50K -25, Private,374163, 12th,8, Married-civ-spouse, Farming-fishing, Husband, Other, Male,0,0,60, Mexico, <=50K -49, State-gov,118567, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,147655, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,35, United-States, <=50K -45, Private,82797, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -36, Local-gov,142573, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -41, Private,235167, 5th-6th,3, Married-spouse-absent, Priv-house-serv, Not-in-family, White, Female,0,0,32, Mexico, <=50K -23, Private,53245, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,1602,12, United-States, <=50K -47, Private,28035, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -41, Private,247082, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -30, Private,123397, HS-grad,9, Never-married, Handlers-cleaners, Unmarried, White, Female,0,0,40, United-States, <=50K -29, Local-gov,133327, Some-college,10, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K -31, Private,102270, 7th-8th,4, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -64,,45817, 9th,5, Married-civ-spouse,, Husband, White, Male,0,0,50, United-States, <=50K -55, Private,240988, 9th,5, Married-civ-spouse, Machine-op-inspct, Other-relative, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -19, Private,386378, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,35, United-States, <=50K -31, State-gov,350651, 12th,8, Married-civ-spouse, Tech-support, Wife, White, Female,0,0,40, United-States, >50K -18, State-gov,76142, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,8, United-States, <=50K -68, Private,73773, HS-grad,9, Widowed, Sales, Not-in-family, White, Female,0,0,24, United-States, <=50K -50,,281504, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -36, Local-gov,293358, Some-college,10, Never-married, Exec-managerial, Unmarried, Black, Female,0,0,48, United-States, <=50K -44, Private,146906, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -58, Self-emp-not-inc,331474, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,20, United-States, >50K -20, Private,213719, HS-grad,9, Never-married, Sales, Own-child, Black, Female,0,0,20, United-States, <=50K -18, Private,101795, 10th,6, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -32, Private,228265, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Female,0,0,30, United-States, <=50K -49, Self-emp-not-inc,130206, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -34, Private,324254, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,223019, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -40, Private,189666, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,45, United-States, <=50K -35, Private,139086, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,359327, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50,, <=50K -44, Self-emp-not-inc,75065, 12th,8, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,60, Vietnam, <=50K -55, Private,139843, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,60, United-States, <=50K -21, Private,34310, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,2603,40, United-States, <=50K -54, Private,346014, Some-college,10, Married-civ-spouse, Craft-repair, Wife, White, Female,0,0,40, United-States, <=50K -39, Local-gov,163278, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,2202,0,44, United-States, <=50K -52, Private,31460, HS-grad,9, Divorced, Other-service, Not-in-family, White, Male,0,0,38, United-States, <=50K -57, Self-emp-inc,33725, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -67,,63552, 7th-8th,4, Widowed,, Not-in-family, White, Female,0,0,35, United-States, <=50K -58, State-gov,300623, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -27, Local-gov,177072, Some-college,10, Never-married, Prof-specialty, Other-relative, White, Male,0,0,16, United-States, <=50K -66,,37331, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,15, United-States, <=50K -41, Private,167725, Some-college,10, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -18, Private,131180, 11th,7, Never-married, Prof-specialty, Own-child, White, Female,0,0,16, United-States, <=50K -58, Private,275859, HS-grad,9, Widowed, Craft-repair, Unmarried, White, Male,8614,0,52, Mexico, >50K -50, Private,275181, 5th-6th,3, Divorced, Other-service, Not-in-family, White, Male,0,0,37, Cuba, <=50K -31, Private,398988, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -32, Private,222654, 10th,6, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -37, Self-emp-not-inc,111129, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -26, Self-emp-not-inc,137795, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,20, United-States, <=50K -33, Local-gov,242150, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,50, United-States, <=50K -35, State-gov,237873, HS-grad,9, Never-married, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -44, Private,367749, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,45, Mexico, <=50K -26, Private,206600, Bachelors,13, Never-married, Craft-repair, Own-child, White, Male,0,0,40, Mexico, <=50K -48, Federal-gov,247043, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -40, Private,187702, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -62, Private,41718, 10th,6, Married-civ-spouse, Sales, Husband, White, Male,0,0,35, United-States, <=50K -37, Private,151835, Prof-school,15, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -18, Private,118938, 11th,7, Never-married, Sales, Own-child, White, Male,0,0,18, United-States, <=50K -48, Private,224870, HS-grad,9, Divorced, Machine-op-inspct, Other-relative, Other, Female,0,0,38, Ecuador, <=50K -45, Private,178341, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -35, Private,61343, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -35, Private,36989, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -34, Self-emp-not-inc,226296, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,51, United-States, <=50K -29, Private,186624, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,40, Cuba, <=50K -19, Private,172582, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,30, United-States, <=50K -53, State-gov,227392, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,60, United-States, <=50K -49, Private,187563, Some-college,10, Divorced, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -71, Private,137499, HS-grad,9, Widowed, Sales, Other-relative, White, Female,0,0,16, United-States, <=50K -38, Private,239397, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,36, Mexico, <=50K -39, Local-gov,327164, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -23, Private,140798, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -29, Self-emp-inc,187450, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -52, Private,194580, 5th-6th,3, Divorced, Farming-fishing, Unmarried, White, Male,0,0,40, United-States, <=50K -41, Private,372682, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -20, Private,235442, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,35, United-States, <=50K -30, Private,128065, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,45, United-States, <=50K -56, Private,91545, 10th,6, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,36, United-States, <=50K -26, Private,154604, HS-grad,9, Divorced, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -36, Federal-gov,192150, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -26, Local-gov,216522, Bachelors,13, Never-married, Prof-specialty, Own-child, Black, Female,0,0,42, United-States, <=50K -58, Private,156040, Assoc-acdm,12, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,1848,40, United-States, >50K -24, Private,206861, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -41, Private,97632, Some-college,10, Divorced, Sales, Not-in-family, Asian-Pac-Islander, Female,0,0,32, United-States, <=50K -27, Private,189530, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,35, United-States, <=50K -28, State-gov,381789, Some-college,10, Separated, Exec-managerial, Own-child, White, Male,0,2339,40, United-States, <=50K -57, Self-emp-inc,368797, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -21, State-gov,41183, Some-college,10, Never-married, Prof-specialty, Own-child, White, Female,0,0,20, United-States, <=50K -50, Private,191062, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,132963, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,0,0,40, United-States, <=50K -58, Private,153551, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,60, United-States, <=50K -27, Self-emp-not-inc,66473, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -36, Private,240323, HS-grad,9, Separated, Sales, Unmarried, Black, Female,0,0,17, United-States, <=50K -68, Local-gov,242095, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,20051,0,40, United-States, >50K -33, Self-emp-inc,128016, HS-grad,9, Widowed, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -19, Private,29526, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,18, United-States, <=50K -26, Private,342953, HS-grad,9, Separated, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -37, Private,215476, HS-grad,9, Never-married, Handlers-cleaners, Unmarried, Black, Female,0,0,30, United-States, <=50K -53, Private,231919, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, <=50K -32, Private,52537, Some-college,10, Never-married, Tech-support, Not-in-family, Black, Male,0,0,38, United-States, <=50K -18, Private,27920, 11th,7, Never-married, Exec-managerial, Own-child, White, Female,0,0,25, United-States, <=50K -53, Private,153052, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -40, Self-emp-not-inc,199303, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -50, Private,233369, Some-college,10, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -43, Private,345789, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,15024,0,50, United-States, >50K -60, Private,238913, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,46, United-States, >50K -28, Self-emp-not-inc,195607, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, United-States, <=50K -34, Private,245173, HS-grad,9, Divorced, Sales, Not-in-family, White, Male,0,1669,45, United-States, <=50K -37, Private,138441, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -25, Private,67467, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -46, Private,102569, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,65, United-States, >50K -21, Private,213341, 11th,7, Married-spouse-absent, Handlers-cleaners, Own-child, White, Male,0,1762,40, Dominican-Republic, <=50K -26, Private,37202, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,45, United-States, <=50K -47, Private,140219, HS-grad,9, Never-married, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -18, Private,298860, 12th,8, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,20, United-States, <=50K -22, Private,51362, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,16, United-States, <=50K -36, Private,199947, Some-college,10, Divorced, Machine-op-inspct, Own-child, White, Female,0,0,30, United-States, <=50K -59, Self-emp-not-inc,32552, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,48, United-States, <=50K -33, Private,183845, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,38, El-Salvador, <=50K -33, Private,181091, 10th,6, Divorced, Craft-repair, Not-in-family, White, Male,0,0,35, England, <=50K -53, Self-emp-inc,135643, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, Asian-Pac-Islander, Female,0,0,50, South, <=50K -44, State-gov,96249, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,3411,0,40, United-States, <=50K -55, Private,181220, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -56, Private,133025, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -54, Self-emp-not-inc,124865, Some-college,10, Divorced, Sales, Not-in-family, White, Female,0,0,35, United-States, <=50K -51, Private,45599, HS-grad,9, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -31, Private,194293, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,2463,0,38, United-States, <=50K -43, Private,102180, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -44, Private,121130, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -22, Private,138768, Some-college,10, Never-married, Exec-managerial, Own-child, White, Male,0,0,50, United-States, <=50K -43, State-gov,98989, HS-grad,9, Married-civ-spouse, Other-service, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -26, State-gov,126327, Assoc-acdm,12, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -30, Private,113364, Bachelors,13, Never-married, Sales, Own-child, White, Male,0,0,18, United-States, <=50K -30, Private,326199, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,2580,0,40, United-States, <=50K -46, Private,376789, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,15, United-States, <=50K -27, Private,137063, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -26, Private,279145, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -36, Private,178815, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,8614,0,40, United-States, >50K -25, Self-emp-not-inc,245369, HS-grad,9, Separated, Craft-repair, Own-child, White, Male,0,0,35, United-States, <=50K -30, Federal-gov,49593, Prof-school,15, Never-married, Prof-specialty, Not-in-family, Black, Female,0,0,40, United-States, <=50K -46, State-gov,238648, HS-grad,9, Married-civ-spouse, Other-service, Husband, Black, Male,7298,0,40, United-States, >50K -47, Private,166181, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, Black, Female,0,0,48, United-States, >50K -66, Self-emp-inc,249043, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,5556,0,26, United-States, >50K -43, Private,156403, 10th,6, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -71,,128529, HS-grad,9, Widowed,, Not-in-family, White, Female,0,0,20, United-States, <=50K -36, Federal-gov,186934, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,1848,55, United-States, >50K -46,,148489, HS-grad,9, Married-spouse-absent,, Not-in-family, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -44, Local-gov,387770, Some-college,10, Widowed, Adm-clerical, Unmarried, White, Female,0,0,15, United-States, <=50K -42, Private,115511, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -39, Private,201410, Bachelors,13, Married-civ-spouse, Transport-moving, Husband, White, Male,0,1977,45, Philippines, >50K -36, Private,220585, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -60, Self-emp-not-inc,282066, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,45, United-States, >50K -37, Private,280966, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, >50K -26, Private,291586, Bachelors,13, Never-married, Transport-moving, Own-child, White, Male,0,0,20, United-States, <=50K -24, Private,142227, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,30, United-States, <=50K -17,,104025, 11th,7, Never-married,, Own-child, White, Male,0,0,18, United-States, <=50K -45, Local-gov,148254, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,35, United-States, <=50K -54, Private,170562, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,48, United-States, >50K -22, Private,222490, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,30, United-States, <=50K -63, Local-gov,57674, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,48, United-States, <=50K -22, Private,233624, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,43, United-States, <=50K -27, Private,42734, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,25, United-States, <=50K -33, Private,233107, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,33, Mexico, <=50K -64, Private,143110, Bachelors,13, Widowed, Prof-specialty, Not-in-family, White, Female,0,0,30, United-States, <=50K -50, Private,195844, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -44, Self-emp-not-inc,115896, Assoc-voc,11, Widowed, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -31, Private,303851, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -44, Private,172475, HS-grad,9, Divorced, Adm-clerical, Not-in-family, Asian-Pac-Islander, Female,0,0,40, Vietnam, <=50K -53, Self-emp-not-inc,30008, 10th,6, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,35, United-States, <=50K -33, Local-gov,147921, HS-grad,9, Widowed, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -34, Federal-gov,172716, 12th,8, Married-civ-spouse, Armed-Forces, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,155057, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,70, United-States, <=50K -43,,152569, Assoc-voc,11, Widowed,, Not-in-family, White, Female,0,2339,36, United-States, <=50K -80, Self-emp-not-inc,132728, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,20, United-States, <=50K -31, Private,195136, Assoc-acdm,12, Divorced, Other-service, Not-in-family, White, Female,0,0,32, United-States, <=50K -40, Private,377322, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, >50K -53, Local-gov,293941, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -58, Private,182123, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,44, United-States, <=50K -38, Private,32528, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -33, Private,140206, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -48, Local-gov,378221, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, Mexico, >50K -23, Private,211601, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, Black, Female,0,0,40, United-States, <=50K -31, Self-emp-not-inc,119411, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,50, United-States, <=50K -52, Self-emp-not-inc,240013, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,70, United-States, <=50K -24, Private,95552, HS-grad,9, Never-married, Tech-support, Own-child, White, Male,0,0,40, United-States, <=50K -45, Self-emp-not-inc,183710, 9th,5, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,189382, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -52, Private,380633, 5th-6th,3, Widowed, Other-service, Unmarried, White, Female,0,0,40, Mexico, <=50K -54, Private,53407, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,150480, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, >50K -40, Private,175674, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -28, Private,375313, HS-grad,9, Never-married, Tech-support, Not-in-family, Asian-Pac-Islander, Male,0,0,50, United-States, <=50K -21,,278391, Some-college,10, Never-married,, Own-child, White, Male,0,0,16, United-States, <=50K -23, Private,212888, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -36, Self-emp-inc,487085, 7th-8th,4, Never-married, Craft-repair, Unmarried, Black, Male,0,0,40, United-States, <=50K -22, Private,174461, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,15, United-States, <=50K -55, Local-gov,133201, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -71, Private,77253, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,17, United-States, <=50K -47, Private,141511, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -17, Self-emp-inc,181608, 10th,6, Never-married, Sales, Own-child, White, Male,0,0,12, United-States, <=50K -31, Private,127610, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,50, United-States, >50K -32, Private,154571, Some-college,10, Never-married, Other-service, Other-relative, Asian-Pac-Islander, Male,0,0,40,, <=50K -46, Private,33842, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,3103,0,40, United-States, >50K -27, Private,150080, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -39, Federal-gov,30916, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,50, United-States, >50K -40, Private,151294, HS-grad,9, Divorced, Handlers-cleaners, Not-in-family, White, Female,0,0,48, United-States, <=50K -30, Private,48829, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,1602,30, United-States, <=50K -17, Private,193769, 9th,5, Never-married, Other-service, Unmarried, White, Male,0,0,20, United-States, <=50K -33, Private,277455, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -72, Private,225780, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,30, United-States, <=50K -34, Federal-gov,436341, Some-college,10, Married-AF-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -65, Private,255386, HS-grad,9, Never-married, Craft-repair, Other-relative, Asian-Pac-Islander, Male,0,0,40, Cambodia, <=50K -36, Private,174938, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1887,50, United-States, >50K -32, Private,174789, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, White, Male,0,0,40, United-States, <=50K -26, Private,245628, Some-college,10, Never-married, Adm-clerical, Other-relative, White, Male,0,0,40, Mexico, <=50K -22, Private,228752, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -47, Private,354148, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,48, United-States, >50K -31, Private,192900, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -28, Self-emp-not-inc,190391, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -38, Private,353263, Masters,14, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,50, Italy, >50K -34, Private,113198, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,28, United-States, <=50K -44, Private,207578, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,35, United-States, >50K -27, Private,93206, Some-college,10, Never-married, Handlers-cleaners, Own-child, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -50, Local-gov,163998, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,44, United-States, >50K -47, Private,111961, HS-grad,9, Married-civ-spouse, Other-service, Wife, Black, Female,0,0,30, United-States, <=50K -20, Private,219122, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -24, Private,111445, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,38, United-States, <=50K -29, Federal-gov,309778, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -37, Local-gov,223020, Assoc-voc,11, Never-married, Other-service, Unmarried, Black, Female,0,0,32, United-States, <=50K -42, Private,303155, Assoc-acdm,12, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -20,,41035, Some-college,10, Never-married,, Own-child, White, Male,0,0,20, United-States, <=50K -68, Private,159191, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -22, Local-gov,244408, Some-college,10, Never-married, Adm-clerical, Not-in-family, Asian-Pac-Islander, Female,0,0,40, Vietnam, <=50K -72, Self-emp-not-inc,473748, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,30, United-States, <=50K -45, Federal-gov,71823, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,20, United-States, <=50K -30, Local-gov,83066, HS-grad,9, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,40, United-States, <=50K -33, Private,150154, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -43, Private,190786, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, >50K -56, Private,178033, Some-college,10, Widowed, Exec-managerial, Not-in-family, White, Male,4416,0,60, United-States, <=50K -25, Self-emp-not-inc,159909, Assoc-voc,11, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,190885, HS-grad,9, Divorced, Priv-house-serv, Not-in-family, White, Female,0,0,40, Guatemala, <=50K -25, Private,243786, Bachelors,13, Never-married, Other-service, Not-in-family, White, Female,0,0,37, United-States, <=50K -31, State-gov,124020, Assoc-acdm,12, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -36, Private,159016, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,38, United-States, <=50K -37, Private,183800, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -58, Self-emp-not-inc,193434, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,20, United-States, <=50K -26, Private,245029, Bachelors,13, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -55, Private,98746, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,50, Canada, >50K -46, Federal-gov,140664, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,48, United-States, >50K -44, Private,344920, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,1617,20, United-States, <=50K -44, Private,169980, 11th,7, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,60, United-States, <=50K -28, State-gov,155397, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,55, United-States, <=50K -42, Private,245317, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -41, Private,74182, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -39, Private,280570, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -64, Self-emp-not-inc,30664, Assoc-voc,11, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,30, United-States, <=50K -20, Private,109952, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,25, United-States, <=50K -45, Local-gov,192793, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -31, Private,243442, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,50, United-States, <=50K -36, Federal-gov,106297, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -32, Private,328060, 9th,5, Separated, Other-service, Unmarried, Other, Female,0,0,40, Mexico, <=50K -33, Self-emp-not-inc,48702, Assoc-voc,11, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,65, United-States, <=50K -51, Self-emp-not-inc,111283, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,99999,0,35, United-States, >50K -36, Private,484024, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, White, Male,0,0,40, United-States, <=50K -40, Private,208470, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -44, Private,172032, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Husband, White, Male,7298,0,51, United-States, >50K -40, Private,29927, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,45, England, <=50K -46, Private,98012, Assoc-voc,11, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -31, Self-emp-not-inc,108468, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -30, Private,207301, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,1980,40, United-States, <=50K -26, Private,168403, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,66935, Bachelors,13, Never-married, Other-service, Other-relative, White, Male,0,0,40, United-States, <=50K -35, Self-emp-not-inc,42044, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,184806, Prof-school,15, Never-married, Prof-specialty, Other-relative, White, Male,0,0,50, United-States, <=50K -39, Private,1455435, Assoc-acdm,12, Separated, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -44, Self-emp-not-inc,445382, Some-college,10, Divorced, Other-service, Unmarried, White, Male,0,0,40, United-States, <=50K -37, Private,278576, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,60, United-States, >50K -79, Self-emp-not-inc,84979, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,0,20, United-States, >50K -36, Private,659504, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,45, United-States, >50K -44, Private,136986, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, >50K -23, Private,278107, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,1573,30, United-States, <=50K -27, Private,96219, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,45, United-States, <=50K -46, Self-emp-not-inc,131091, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,1902,40, United-States, >50K -58, Private,205410, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,416745, Assoc-acdm,12, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,48, United-States, <=50K -36, Private,180667, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1887,60, United-States, >50K -21, Private,72119, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,45, United-States, <=50K -41, State-gov,108945, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Female,14344,0,40, United-States, >50K -49, Federal-gov,195949, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,101345, Bachelors,13, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, United-States, >50K -29, Private,439263, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,35, Peru, <=50K -63, Private,213095, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -29, Federal-gov,59932, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -65, Private,172815, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,40915, Bachelors,13, Never-married, Other-service, Not-in-family, White, Female,0,0,25, United-States, <=50K -42, Private,139012, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,40, Taiwan, >50K -44, Private,121781, Some-college,10, Divorced, Adm-clerical, Not-in-family, Asian-Pac-Islander, Female,0,0,37, United-States, <=50K -51,,130667, HS-grad,9, Separated,, Not-in-family, Black, Male,0,0,6, United-States, <=50K -41, Self-emp-not-inc,147110, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,25, United-States, <=50K -22, Local-gov,237811, Assoc-acdm,12, Never-married, Adm-clerical, Own-child, Black, Female,0,0,35, Haiti, <=50K -36,,128640, Some-college,10, Married-civ-spouse,, Wife, White, Female,0,0,25, United-States, <=50K -18, Private,111476, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -33, Local-gov,289716, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -46, Local-gov,141944, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,38, United-States, >50K -49, Private,323773, 11th,7, Married-civ-spouse, Priv-house-serv, Other-relative, White, Female,0,0,40, United-States, <=50K -41, State-gov,176663, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -52, Private,155233, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -40, Private,143327, Some-college,10, Separated, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -53, Federal-gov,177212, Some-college,10, Never-married, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -45, Self-emp-not-inc,123088, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -30, Local-gov,47085, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -56, Private,102106, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,235894, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -71, Self-emp-not-inc,172046, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -20, Self-emp-not-inc,197207, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,30, United-States, <=50K -26, Private,152452, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,50, United-States, <=50K -34, Private,172928, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,65, United-States, <=50K -36,,214896, 9th,5, Divorced,, Unmarried, White, Female,0,0,40, Mexico, <=50K -49, Private,116338, HS-grad,9, Separated, Prof-specialty, Unmarried, White, Female,0,653,60, United-States, <=50K -48, Private,276664, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,50, United-States, >50K -22, Private,59924, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -30, Private,194141, Some-college,10, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,1617,40, United-States, <=50K -51, Private,95128, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -46, Private,292504, Some-college,10, Married-spouse-absent, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -32, Self-emp-inc,45796, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -42, Private,119359, Prof-school,15, Married-civ-spouse, Sales, Wife, Amer-Indian-Eskimo, Female,15024,0,40, South, >50K -52, State-gov,104280, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,50, United-States, <=50K -57, Private,172291, HS-grad,9, Divorced, Adm-clerical, Other-relative, Black, Female,0,0,40, United-States, <=50K -35, Private,180988, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,39, United-States, <=50K -52, Private,110748, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -59,,556688, 9th,5, Divorced,, Not-in-family, White, Female,0,0,12, United-States, <=50K -36, Private,22494, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -33, Private,267859, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, Cuba, >50K -67, Local-gov,256821, HS-grad,9, Divorced, Protective-serv, Not-in-family, Black, Male,0,0,20, United-States, <=50K -31, Self-emp-not-inc,117346, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,48, United-States, <=50K -31, Private,62374, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -28, Private,314659, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,42, United-States, <=50K -72,,114761, 7th-8th,4, Widowed,, Unmarried, White, Female,0,0,20, United-States, <=50K -36, Private,93225, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -58, Self-emp-not-inc,165315, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,35, United-States, >50K -56, Private,124771, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,27408, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -37, Private,198841, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -44, Private,271792, Bachelors,13, Married-spouse-absent, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -26, Private,64289, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -51, Private,183390, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,240771, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,4386,0,50, United-States, >50K -30, Private,234919, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,40, El-Salvador, <=50K -20, Private,88231, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -21, Private,154422, Some-college,10, Never-married, Adm-clerical, Own-child, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -37, Private,119098, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -53, State-gov,151580, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,4386,0,40, United-States, >50K -54, Private,118793, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,45, United-States, <=50K -32,,30499, Bachelors,13, Divorced,, Unmarried, White, Female,0,0,32, United-States, <=50K -34,,166545, Some-college,10, Married-civ-spouse,, Wife, White, Female,7688,0,6, United-States, >50K -30, Private,271710, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,7298,0,50, United-States, >50K -43, State-gov,308498, HS-grad,9, Married-spouse-absent, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -48, Private,172695, Assoc-voc,11, Divorced, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -42, Self-emp-not-inc,29962, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,48, United-States, <=50K -62, Private,200332, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,291702, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,67234, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,60, United-States, <=50K -45, Private,168038, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,32, United-States, <=50K -34, Private,137814, Some-college,10, Separated, Sales, Not-in-family, White, Male,0,0,45, United-States, <=50K -64, Private,126233, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,20, United-States, <=50K -42, Self-emp-not-inc,79036, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,65, United-States, <=50K -60, Self-emp-not-inc,327474, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,70, United-States, <=50K -44, Private,145160, HS-grad,9, Never-married, Craft-repair, Other-relative, White, Male,0,0,58, United-States, <=50K -67,,37092, 7th-8th,4, Married-civ-spouse,, Husband, White, Male,0,0,4, United-States, <=50K -45, Private,129387, Assoc-acdm,12, Divorced, Tech-support, Unmarried, White, Female,0,0,40,, <=50K -53, Self-emp-not-inc,33304, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,38, United-States, >50K -37, Private,359001, Assoc-voc,11, Married-civ-spouse, Transport-moving, Husband, White, Male,15024,0,50, United-States, >50K -32,,143162, 10th,6, Married-civ-spouse,, Wife, White, Female,0,0,40, United-States, <=50K -23, Private,133515, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,35, United-States, <=50K -28, Private,168901, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,40, Taiwan, <=50K -55, Private,750972, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,41, United-States, <=50K -58, Private,142924, Masters,14, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,24, United-States, >50K -74, Self-emp-inc,228075, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,20051,0,25, United-States, >50K -27, Private,91189, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -37, Private,290609, HS-grad,9, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -22,,31102, Some-college,10, Never-married,, Own-child, Asian-Pac-Islander, Female,0,0,4, South, <=50K -44, Self-emp-not-inc,216921, 10th,6, Married-civ-spouse, Other-service, Husband, White, Male,0,0,70, United-States, <=50K -23, Private,120046, Assoc-acdm,12, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -41, Private,324629, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, Yugoslavia, <=50K -45, Private,81132, Some-college,10, Married-civ-spouse, Tech-support, Husband, Asian-Pac-Islander, Male,0,0,55, United-States, >50K -29, Private,160279, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, White, Male,0,0,40, United-States, <=50K -33, Private,229732, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,45, United-States, >50K -61, Local-gov,144723, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,60, United-States, >50K -29, Private,148431, Assoc-acdm,12, Married-civ-spouse, Sales, Wife, Other, Female,7688,0,45, United-States, >50K -22, Private,160398, Some-college,10, Never-married, Sales, Other-relative, White, Male,0,0,38, United-States, <=50K -28, Private,129460, 9th,5, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, El-Salvador, <=50K -30, Private,252752, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, <=50K -20, Private,58222, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,20, United-States, <=50K -28,,424884, 10th,6, Separated,, Not-in-family, White, Male,0,0,30, United-States, <=50K -45, Private,114459, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -19,,46400, Some-college,10, Never-married,, Not-in-family, White, Female,0,0,24, United-States, <=50K -42, Private,223934, Assoc-acdm,12, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -34, Private,84119, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -31, Private,159123, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -23, Private,195532, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -50, Private,191299, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -40, Private,198316, 10th,6, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -57, Private,162301, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,45, United-States, <=50K -35, Private,143152, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,3908,0,27, United-States, <=50K -24, Private,92609, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Male,0,0,45, United-States, <=50K -27, Private,247819, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,15, United-States, <=50K -27, Local-gov,229223, Some-college,10, Never-married, Protective-serv, Own-child, White, Female,0,0,40, United-States, >50K -45, Self-emp-inc,142719, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -80, Private,86111, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,30, United-States, <=50K -23, State-gov,35633, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,50, United-States, <=50K -46, Private,164749, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -38, Private,607848, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -50, Private,173630, HS-grad,9, Divorced, Sales, Not-in-family, White, Male,0,0,60, United-States, <=50K -90, Private,311184, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,20,, <=50K -55, Private,49737, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -72, Private,183616, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,50, England, <=50K -65, Private,129426, Some-college,10, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -37, Private,454915, 10th,6, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -39, State-gov,55568, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -38, Private,29874, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -46, Private,393715, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,50, United-States, >50K -50, Private,143953, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,65, United-States, >50K -54, Private,90363, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -40, Private,53727, Masters,14, Never-married, Sales, Not-in-family, White, Male,0,0,50, United-States, >50K -30, Private,130021, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,2829,0,40, United-States, <=50K -50, Private,173630, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,35, United-States, <=50K -28, Private,410351, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,30, United-States, <=50K -34, Private,399386, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,53, United-States, <=50K -55, Private,157932, HS-grad,9, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -20, Private,133061, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -19,,46400, Some-college,10, Never-married,, Not-in-family, White, Female,0,0,32, United-States, <=50K -21, Private,107895, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,35, United-States, <=50K -39, Private,63021, Some-college,10, Divorced, Other-service, Not-in-family, White, Female,0,0,20, United-States, <=50K -43, Private,186144, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -33, Local-gov,27959, HS-grad,9, Never-married, Other-service, Unmarried, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -26, Private,179569, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -45, State-gov,101299, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -31, State-gov,113129, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,65, United-States, <=50K -32, Private,316470, 5th-6th,3, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, Mexico, <=50K -60, Self-emp-not-inc,89884, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -41, Private,32121, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -21, Private,315303, Some-college,10, Never-married, Other-service, Own-child, Black, Male,0,0,20, United-States, <=50K -27, Private,254500, Some-college,10, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,36, United-States, <=50K -33, Private,419895, 5th-6th,3, Divorced, Handlers-cleaners, Unmarried, White, Male,0,0,40, Mexico, <=50K -43, Private,159549, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,160786, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1902,40, United-States, >50K -18, Self-emp-not-inc,258474, 10th,6, Never-married, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -48, Self-emp-not-inc,370119, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -37, Private,50837, 7th-8th,4, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -58, Private,137506, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -57, Private,548256, 12th,8, Married-civ-spouse, Transport-moving, Husband, Black, Male,7688,0,40, United-States, >50K -42, Local-gov,175642, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,99999,0,40, United-States, >50K -24, Private,183594, HS-grad,9, Never-married, Adm-clerical, Other-relative, White, Male,0,0,40, United-States, <=50K -26, Private,341353, Bachelors,13, Never-married, Other-service, Other-relative, White, Male,0,0,15, United-States, <=50K -43, Self-emp-inc,247981, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,5455,0,50, United-States, <=50K -34, Private,193565, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,39606, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, <=50K -51, Self-emp-not-inc,127149, 11th,7, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,45, United-States, >50K -31,,233371, HS-grad,9, Married-civ-spouse,, Wife, Black, Female,0,0,45, United-States, <=50K -49, Self-emp-not-inc,182752, Doctorate,16, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,35, United-States, >50K -26, Private,269060, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -28, Private,179949, HS-grad,9, Divorced, Transport-moving, Unmarried, Black, Female,0,0,20, United-States, <=50K -22, Federal-gov,32950, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,1902,37, United-States, <=50K -26, Private,160445, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -45, Private,223999, 9th,5, Married-civ-spouse, Other-service, Husband, White, Male,0,1848,40, United-States, >50K -39, Private,81487, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Female,0,625,40, United-States, <=50K -23, Private,314539, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -62,,337721, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,8, United-States, <=50K -42, Local-gov,100793, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -39, Federal-gov,255407, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -43, Federal-gov,92775, Assoc-voc,11, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -33, Self-emp-not-inc,33308, Some-college,10, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,70, United-States, <=50K -68, State-gov,493363, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,20, United-States, <=50K -30,,159589, Masters,14, Married-civ-spouse,, Husband, White, Male,0,0,46, United-States, >50K -32, Private,107218, Bachelors,13, Never-married, Adm-clerical, Not-in-family, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -25, Private,123586, Some-college,10, Never-married, Adm-clerical, Unmarried, Other, Male,0,0,40, United-States, <=50K -53, Private,158352, 5th-6th,3, Married-civ-spouse, Other-service, Other-relative, White, Female,0,0,24, Italy, <=50K -38, Private,76317, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -62,,176753, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,122346, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -26, Private,463194, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,162228, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -43, State-gov,115005, HS-grad,9, Divorced, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -29, State-gov,183285, Some-college,10, Never-married, Protective-serv, Not-in-family, White, Male,0,0,36, United-States, <=50K -34, Private,169605, 10th,6, Separated, Other-service, Unmarried, White, Female,0,0,36, United-States, <=50K -24, Private,450695, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,35, United-States, <=50K -44, Local-gov,124692, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,35, United-States, >50K -19, Private,63918, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -47, Private,102569, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -40, Private,289309, Some-college,10, Divorced, Other-service, Not-in-family, White, Female,0,0,48, United-States, <=50K -45, Private,101825, HS-grad,9, Widowed, Sales, Unmarried, White, Female,0,0,45, United-States, <=50K -43, Private,206833, HS-grad,9, Separated, Handlers-cleaners, Unmarried, Black, Female,0,0,45, United-States, <=50K -22,,77873, 9th,5, Never-married,, Not-in-family, White, Male,0,0,30, United-States, <=50K -50, Private,145333, Doctorate,16, Divorced, Prof-specialty, Other-relative, White, Male,10520,0,50, United-States, >50K -72,,194548, Some-college,10, Married-spouse-absent,, Not-in-family, White, Male,0,0,3, United-States, <=50K -29, Private,206351, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -47, Private,198200, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -24, Private,140001, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,35, El-Salvador, <=50K -22,,287988, Some-college,10, Never-married,, Not-in-family, White, Male,0,0,15, United-States, <=50K -21, Private,143604, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -30, Self-emp-not-inc,146161, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1887,50, United-States, >50K -37, Private,196529, Some-college,10, Widowed, Other-service, Not-in-family, White, Female,2354,0,40,, <=50K -74, Self-emp-not-inc,192413, Prof-school,15, Divorced, Prof-specialty, Other-relative, White, Male,0,0,40, United-States, <=50K -70, Self-emp-not-inc,139889, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,2653,0,70, United-States, <=50K -27, Private,104917, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -32, Local-gov,161478, Bachelors,13, Divorced, Adm-clerical, Unmarried, Asian-Pac-Islander, Female,0,0,46, United-States, <=50K -30, Private,35644, 11th,7, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,50, United-States, <=50K -29, Local-gov,116751, Assoc-voc,11, Divorced, Protective-serv, Unmarried, White, Male,0,0,56, United-States, <=50K -18, Private,238867, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,1602,40, United-States, <=50K -31, Private,265706, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,7298,0,40, United-States, >50K -39, State-gov,179668, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,70, United-States, <=50K -21, Private,57951, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,30, United-States, <=50K -31, Private,176711, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,38, United-States, <=50K -33, Local-gov,368675, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,216149, Prof-school,15, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,70, United-States, >50K -29, Private,173851, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,90705, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,1485,40, United-States, <=50K -52, State-gov,216342, Bachelors,13, Widowed, Exec-managerial, Unmarried, White, Female,0,0,55, United-States, <=50K -35, Private,140752, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,25, United-States, <=50K -33, Private,116508, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -40,,224361, 9th,5, Divorced,, Unmarried, White, Female,0,0,5, Cuba, <=50K -43, Private,180303, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,50, United-States, >50K -66,,196736, 1st-4th,2, Never-married,, Not-in-family, Black, Male,0,0,30, United-States, <=50K -51, Local-gov,110327, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -36, Private,185607, HS-grad,9, Never-married, Other-service, Unmarried, White, Female,0,0,30, United-States, <=50K -17, Local-gov,244856, 11th,7, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -32, Private,198068, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,97136, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -19, Self-emp-inc,164658, Some-college,10, Never-married, Farming-fishing, Own-child, White, Male,0,0,60, United-States, <=50K -54, Private,235693, 11th,7, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, >50K -45, Private,197038, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, >50K -47, Local-gov,97419, Bachelors,13, Divorced, Prof-specialty, Not-in-family, Black, Female,0,0,40, United-States, <=50K -49, Self-emp-not-inc,208872, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,1672,98, United-States, <=50K -32, Private,205528, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -28, Self-emp-inc,146042, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -39, Self-emp-inc,222641, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -27, Self-emp-inc,376936, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -42, Local-gov,138077, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,38, United-States, >50K -24, Private,155913, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,44, United-States, <=50K -45, Private,36006, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -19, Private,214678, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,30, United-States, <=50K -46, Private,369538, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -50, Private,166565, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,257043, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,42, United-States, <=50K -47, Self-emp-inc,181130, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,50, United-States, >50K -69,,254834, Bachelors,13, Married-civ-spouse,, Husband, White, Male,10605,0,10, United-States, >50K -43, Self-emp-not-inc,38876, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -29, Private,187073, Bachelors,13, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -43, Federal-gov,156996, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,2415,55,, >50K -90, Private,313749, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,10, United-States, <=50K -41, Private,331651, Prof-school,15, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,50, Japan, >50K -24, Private,243368, Preschool,1, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,36, Mexico, <=50K -24, Private,32921, Some-college,10, Never-married, Farming-fishing, Own-child, White, Male,0,0,50, United-States, <=50K -24, Private,117167, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,53, United-States, <=50K -35, Private,401930, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,1887,42, United-States, >50K -30, Private,114691, Bachelors,13, Never-married, Adm-clerical, Other-relative, White, Male,0,0,40, United-States, <=50K -46, Private,99385, Bachelors,13, Separated, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -19, Local-gov,210308, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,1721,30, United-States, <=50K -39, Private,252327, 9th,5, Separated, Craft-repair, Own-child, White, Male,0,0,35, Mexico, <=50K -43, Private,90582, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,190194, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -65, Private,264188, HS-grad,9, Widowed, Sales, Not-in-family, White, Female,0,0,24, United-States, <=50K -34, Private,243776, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -41, Private,67065, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -24, Self-emp-not-inc,204209, Some-college,10, Never-married, Farming-fishing, Own-child, White, Male,0,0,60, United-States, <=50K -24, Private,226668, HS-grad,9, Never-married, Other-service, Not-in-family, Amer-Indian-Eskimo, Male,0,0,35, United-States, <=50K -34, Self-emp-inc,174215, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Female,4787,0,45, France, >50K -33, Private,315143, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, Cuba, >50K -37, Private,118681, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,38, Puerto-Rico, <=50K -39, Self-emp-not-inc,208109, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, >50K -58, Private,116901, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,25, United-States, <=50K -36, Self-emp-not-inc,405644, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, Mexico, <=50K -33, Federal-gov,293550, Some-college,10, Married-civ-spouse, Tech-support, Wife, White, Female,4064,0,40, United-States, <=50K -42, Local-gov,328581, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, <=50K -31, Private,217962, Some-college,10, Never-married, Protective-serv, Other-relative, Black, Male,0,0,40,, <=50K -57, Private,158827, HS-grad,9, Separated, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -67, Federal-gov,65475, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -23, Private,159709, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Private,140474, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -43, Private,144778, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, Italy, >50K -39, Self-emp-not-inc,83242, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -36, Private,143385, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -29, Local-gov,167544, Assoc-acdm,12, Divorced, Other-service, Unmarried, White, Female,0,0,13, United-States, <=50K -25, Private,122175, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -54, Private,378747, 10th,6, Separated, Transport-moving, Unmarried, Black, Male,0,0,45, United-States, >50K -24, Private,230475, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,44, United-States, <=50K -50, Self-emp-inc,120781, Bachelors,13, Married-civ-spouse, Sales, Husband, Asian-Pac-Islander, Male,0,0,60, South, >50K -70, Private,206232, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, <=50K -61, Private,298400, Bachelors,13, Divorced, Sales, Not-in-family, Black, Male,4787,0,48, United-States, >50K -51, Federal-gov,163671, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,40, United-States, <=50K -38, Self-emp-not-inc,140583, Masters,14, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,70, United-States, <=50K -51, Private,137253, HS-grad,9, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, >50K -28, Private,246974, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -66, Self-emp-not-inc,182470, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,25, United-States, >50K -57, Self-emp-inc,107617, HS-grad,9, Separated, Farming-fishing, Not-in-family, White, Male,0,0,60, United-States, >50K -44, Self-emp-inc,116358, Bachelors,13, Married-civ-spouse, Sales, Husband, Asian-Pac-Islander, Male,0,0,50,, >50K -29, Private,250819, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -21, Private,196508, Some-college,10, Never-married, Sales, Own-child, Black, Female,0,0,40, United-States, <=50K -42, Private,367533, 10th,6, Married-civ-spouse, Craft-repair, Own-child, Other, Male,0,0,43, United-States, >50K -74, Private,188709, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,50, United-States, >50K -50, Private,271160, Some-college,10, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -65, Private,173674, HS-grad,9, Divorced, Other-service, Other-relative, White, Female,0,0,14, United-States, <=50K -64,,257790, HS-grad,9, Divorced,, Unmarried, White, Female,0,0,38, United-States, <=50K -44, Private,322391, 11th,7, Separated, Other-service, Unmarried, Black, Female,0,0,30, United-States, <=50K -34, Private,209691, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,4386,0,50, United-States, >50K -17, Private,104232, 10th,6, Never-married, Other-service, Own-child, White, Male,0,0,10, United-States, <=50K -17,,86786, 10th,6, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -43, Private,88233, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -32, Private,240888, Assoc-acdm,12, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -54, Private,169719, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,3103,0,40, United-States, >50K -20, Private,129240, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -23, Private,160968, Some-college,10, Never-married, Prof-specialty, Own-child, White, Male,0,0,10, United-States, <=50K -34, Private,236861, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,45, United-States, <=50K -30, Private,109282, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,20, United-States, <=50K -32, Private,215047, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,115932, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, Ireland, >50K -28, Private,55360, Some-college,10, Never-married, Craft-repair, Not-in-family, Black, Male,0,0,40, United-States, <=50K -44, Private,224658, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -29, Local-gov,376302, Assoc-voc,11, Married-civ-spouse, Tech-support, Wife, White, Female,0,0,35, Nicaragua, >50K -28, Private,183597, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Male,594,0,50, Germany, <=50K -37, Private,115289, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -56, Self-emp-inc,258883, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,69132, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -34, Private,207301, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,20, United-States, <=50K -37, Private,179671, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -66, Self-emp-not-inc,140456, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -19, Private,327397, HS-grad,9, Never-married, Prof-specialty, Own-child, White, Male,0,0,30, United-States, <=50K -60, Private,200235, Assoc-voc,11, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -54, Self-emp-not-inc,108435, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,2829,0,30, United-States, <=50K -47, Private,195978, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -47, Private,329144, Some-college,10, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,48, United-States, >50K -48, Self-emp-inc,250674, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -57,,176897, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,60, United-States, <=50K -50, Self-emp-inc,132716, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, Germany, >50K -62, Private,174201, 9th,5, Widowed, Other-service, Unmarried, Black, Female,0,0,25, United-States, <=50K -45, Private,167617, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -55, Local-gov,254949, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -62, Private,319582, HS-grad,9, Widowed, Sales, Not-in-family, White, Female,0,0,32, United-States, <=50K -25, Private,248990, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Guatemala, <=50K -49, Private,144396, 11th,7, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,38, United-States, <=50K -32, State-gov,200469, Some-college,10, Never-married, Protective-serv, Unmarried, Black, Female,3887,0,40, United-States, <=50K -25, Federal-gov,55636, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -39, Private,185624, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, <=50K -27, Local-gov,125442, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -43, Private,160943, HS-grad,9, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,40, United-States, >50K -30, Private,243841, HS-grad,9, Divorced, Other-service, Other-relative, Asian-Pac-Islander, Female,0,0,40, South, <=50K -21, Private,34616, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -33, Private,235847, Prof-school,15, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, >50K -33, Private,174789, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,50, United-States, <=50K -33, Private,280111, 11th,7, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,38, United-States, <=50K -70, Private,236055, 7th-8th,4, Widowed, Other-service, Not-in-family, White, Female,0,0,35, United-States, <=50K -25, Private,237865, Some-college,10, Never-married, Other-service, Own-child, Black, Male,0,0,42, United-States, <=50K -17, Private,194612, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,25, United-States, <=50K -20, Private,173851, Some-college,10, Never-married, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -19, Private,372483, Some-college,10, Never-married, Other-service, Other-relative, Black, Male,0,0,35, United-States, <=50K -71, Federal-gov,422149, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,20051,0,40, United-States, >50K -31, Private,174201, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,272618, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, <=50K -52, Private,74660, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,201481, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Private,175232, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,45, United-States, <=50K -25, Private,336440, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -22, Private,46645, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,9, United-States, <=50K -48, State-gov,31141, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,1902,40, United-States, >50K -53, Private,281425, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -30, Self-emp-not-inc,31510, Assoc-acdm,12, Divorced, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -44, Private,310255, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, >50K -32, Federal-gov,82393, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,56, United-States, >50K -59, Self-emp-not-inc,190514, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,20, United-States, <=50K -49, Private,165513, Some-college,10, Divorced, Handlers-cleaners, Unmarried, Black, Female,0,0,40, United-States, <=50K -65,,178931, HS-grad,9, Married-civ-spouse,, Husband, Amer-Indian-Eskimo, Male,3818,0,40, United-States, <=50K -31, Private,226696, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, >50K -53, Private,195813, 5th-6th,3, Married-civ-spouse, Craft-repair, Husband, Other, Male,5178,0,40, Puerto-Rico, >50K -44, Private,165815, 9th,5, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -36, Private,123983, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,55, Japan, >50K -36, Private,235371, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -37, Private,147258, 9th,5, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, >50K -63,,222289, Bachelors,13, Married-civ-spouse,, Husband, White, Male,7688,0,54, United-States, >50K -67, Self-emp-inc,171564, HS-grad,9, Married-civ-spouse, Prof-specialty, Wife, White, Female,20051,0,30, England, >50K -29, Private,255949, Bachelors,13, Never-married, Sales, Unmarried, Black, Male,0,0,40, United-States, <=50K -52, Private,186272, HS-grad,9, Divorced, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -37, Private,282872, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1628,40, United-States, <=50K -21, Private,111676, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -36, Private,199501, Some-college,10, Divorced, Exec-managerial, Unmarried, Black, Female,0,0,38, United-States, <=50K -24, Private,151443, HS-grad,9, Never-married, Machine-op-inspct, Other-relative, Black, Female,0,0,30, United-States, <=50K -31, Private,145935, HS-grad,9, Never-married, Exec-managerial, Own-child, Black, Male,0,0,40, United-States, <=50K -54, Federal-gov,230387, HS-grad,9, Widowed, Adm-clerical, Unmarried, White, Female,0,0,35, United-States, <=50K -44, Private,127592, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -18, Private,210828, Some-college,10, Never-married, Handlers-cleaners, Own-child, Other, Male,0,0,30, United-States, <=50K -41, Private,297186, HS-grad,9, Married-civ-spouse, Transport-moving, Wife, White, Female,0,0,40, United-States, <=50K -37, Self-emp-inc,116554, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,70, United-States, <=50K -30, Private,144593, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Male,0,0,40,, <=50K -26, State-gov,147719, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Asian-Pac-Islander, Male,0,0,20, India, <=50K -68, Self-emp-not-inc,89011, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, Canada, <=50K -31, Private,38158, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -48, Private,178686, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -80,,172826, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,8, United-States, <=50K -26, Private,155752, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, <=50K -63, Private,100099, 9th,5, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -19, Private,231688, Some-college,10, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,20, United-States, <=50K -30,,147215, Some-college,10, Never-married,, Own-child, White, Female,0,0,30, United-States, <=50K -42, Self-emp-inc,50122, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -64, Federal-gov,86837, Assoc-acdm,12, Married-civ-spouse, Other-service, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, >50K -32, Private,113364, Bachelors,13, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -50, Private,289390, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,47, United-States, <=50K -73, Private,77884, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -32, Private,390157, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Black, Female,0,0,40, United-States, <=50K -53, Private,89587, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,7298,0,45, United-States, >50K -58, Private,234328, Bachelors,13, Divorced, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -37, Local-gov,365430, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,5178,0,40, United-States, >50K -24, Private,410439, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,15, United-States, <=50K -53, Private,129525, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -23, Private,166527, Some-college,10, Never-married, Exec-managerial, Own-child, Other, Female,0,0,40, United-States, <=50K -42,,109912, Assoc-acdm,12, Never-married,, Other-relative, White, Female,0,0,40, United-States, <=50K -30, Private,210906, HS-grad,9, Married-civ-spouse, Exec-managerial, Other-relative, White, Female,0,0,40, United-States, <=50K -38, Private,405284, Bachelors,13, Never-married, Other-service, Own-child, White, Female,0,0,35, United-States, <=50K -28, Private,138269, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -19, Private,25429, 12th,8, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -45, Private,231672, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, <=50K -26, Private,258550, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -33, Private,268147, 9th,5, Never-married, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -29, Private,54411, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,50,, <=50K -54, Private,37289, Masters,14, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,55, United-States, >50K -23, Private,157951, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, <=50K -43, Self-emp-inc,225165, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, >50K -37, Private,238049, 9th,5, Never-married, Priv-house-serv, Not-in-family, White, Female,0,0,30, El-Salvador, <=50K -31, Private,197252, 7th-8th,4, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, Mexico, <=50K -56, Self-emp-inc,216636, 12th,8, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1651,40, United-States, <=50K -25, Private,183575, 11th,7, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -17, Private,19752, 11th,7, Never-married, Other-service, Own-child, Black, Female,0,0,25, United-States, <=50K -37, Private,103925, HS-grad,9, Widowed, Adm-clerical, Unmarried, White, Female,0,0,68, United-States, <=50K -60, Private,31577, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -59, Federal-gov,61298, Bachelors,13, Married-spouse-absent, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -59, Federal-gov,190541, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -46, Self-emp-not-inc,366089, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,40, United-States, >50K -28,,389857, HS-grad,9, Married-civ-spouse,, Other-relative, White, Male,0,0,16, United-States, <=50K -33,,192644, HS-grad,9, Never-married,, Not-in-family, White, Male,0,0,40, United-States, <=50K -24, Private,216129, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,1408,50, United-States, <=50K -29, Private,51944, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,4386,0,40, United-States, >50K -33, Self-emp-not-inc,67482, Assoc-voc,11, Divorced, Other-service, Unmarried, White, Female,0,0,99, United-States, <=50K -29,,108775, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, Dominican-Republic, <=50K -23, State-gov,279243, Some-college,10, Never-married, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, <=50K -20, Private,278391, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,25, Nicaragua, <=50K -60, Private,349898, HS-grad,9, Widowed, Other-service, Not-in-family, White, Female,0,0,44, United-States, <=50K -44, Private,219441, 10th,6, Never-married, Sales, Unmarried, Other, Female,0,0,35, Dominican-Republic, <=50K -18, Private,173255, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,1055,0,25, United-States, <=50K -52, Federal-gov,29623, 12th,8, Never-married, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -31, Private,217460, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,45, United-States, <=50K -30, Private,163604, Bachelors,13, Widowed, Prof-specialty, Unmarried, White, Female,0,0,55, United-States, >50K -33, Private,163110, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,3781,0,40, United-States, <=50K -20, Private,238685, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,32, United-States, <=50K -27,,251854, Bachelors,13, Married-civ-spouse,, Wife, Black, Female,0,0,35,, >50K -33, Private,213308, Assoc-voc,11, Separated, Adm-clerical, Own-child, Black, Female,0,0,50, United-States, <=50K -25, Private,193773, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Female,0,0,35, United-States, <=50K -63, Private,114011, HS-grad,9, Separated, Craft-repair, Not-in-family, White, Female,0,0,20, United-States, <=50K -63, Self-emp-not-inc,52144, Some-college,10, Widowed, Exec-managerial, Not-in-family, White, Male,0,0,35, United-States, <=50K -43, Private,347934, HS-grad,9, Separated, Sales, Not-in-family, White, Female,0,0,30, United-States, <=50K -58, Private,293399, 11th,7, Widowed, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -70,,118630, Assoc-voc,11, Widowed,, Unmarried, White, Female,0,0,35, United-States, <=50K -35, Private,127306, Assoc-voc,11, Never-married, Adm-clerical, Own-child, White, Female,14344,0,40, United-States, >50K -42, Private,366180, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -20, Local-gov,188950, Some-college,10, Never-married, Protective-serv, Own-child, White, Male,0,0,25, United-States, <=50K -35, Private,189382, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -62, Private,24515, 9th,5, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,283116, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Female,1506,0,50, United-States, <=50K -43, Self-emp-not-inc,182217, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,35, United-States, <=50K -19, Private,552354, 12th,8, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -46, Private,163021, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -47, Private,61885, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,50, United-States, >50K -36, Self-emp-not-inc,182898, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,40, United-States, >50K -45, Private,183092, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -48, Private,30289, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,30, United-States, <=50K -29, Private,77572, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -48, State-gov,118330, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,5178,0,40, United-States, >50K -36, Private,469056, HS-grad,9, Divorced, Sales, Unmarried, Black, Female,0,0,25, United-States, <=50K -58, Private,145574, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -43, Private,302041, HS-grad,9, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -59, Private,32552, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,4, United-States, <=50K -42, Private,185413, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -33, Federal-gov,26543, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -23, Federal-gov,163870, Some-college,10, Never-married, Armed-Forces, Other-relative, White, Male,0,0,40, United-States, <=50K -21, Private,240063, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,25, United-States, <=50K -48, Private,208748, 5th-6th,3, Divorced, Machine-op-inspct, Unmarried, Other, Female,0,0,40, Dominican-Republic, <=50K -32, Local-gov,84119, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,84130, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,50, United-States, >50K -66, Local-gov,261062, Masters,14, Widowed, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -23, Local-gov,336010, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,32, United-States, <=50K -52, Private,389270, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,35, United-States, >50K -17, Private,138293, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,15, United-States, <=50K -35, Private,240389, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,43, United-States, >50K -39, Private,190297, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,55, United-States, >50K -21,,170070, Some-college,10, Never-married,, Not-in-family, White, Female,0,0,10, United-States, <=50K -24, Private,149457, Some-college,10, Never-married, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -45, Private,81534, HS-grad,9, Married-civ-spouse, Other-service, Husband, Asian-Pac-Islander, Male,0,0,84, Japan, >50K -25, Private,378322, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,2001,50, United-States, <=50K -29, Federal-gov,196912, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Black, Male,0,0,40, United-States, <=50K -56, Private,116143, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,5178,0,44, United-States, >50K -34, Self-emp-not-inc,80933, HS-grad,9, Divorced, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K -64, Local-gov,190660, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, >50K -27, Private,120155, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,39, United-States, <=50K -47, Private,167159, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Male,4650,0,40, United-States, <=50K -36, Private,58343, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,3103,0,42, United-States, >50K -44, Federal-gov,161240, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -31, Private,126402, HS-grad,9, Never-married, Farming-fishing, Not-in-family, Black, Female,0,0,60, United-States, <=50K -23, Private,148709, HS-grad,9, Married-civ-spouse, Adm-clerical, Other-relative, White, Female,0,0,35, United-States, <=50K -45, Local-gov,318280, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,50, United-States, >50K -31, Local-gov,80058, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,64, United-States, <=50K -45, Private,274689, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -42, Private,157367, HS-grad,9, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,35,, <=50K -33, Private,217460, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -33, Local-gov,33727, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, <=50K -30, Self-emp-not-inc,166961, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,20, United-States, >50K -25, Private,146117, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,42, United-States, <=50K -33, Private,160216, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,32,, <=50K -70, Self-emp-not-inc,124449, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,2246,8, United-States, >50K -22, Private,50163, 9th,5, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -30, Private,235271, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -46, Private,121124, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,50, United-States, >50K -43, Self-emp-not-inc,144218, 12th,8, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -37, Private,94334, 7th-8th,4, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,25, United-States, <=50K -59, Self-emp-inc,169982, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,60, United-States, >50K -51, Self-emp-not-inc,35295, HS-grad,9, Never-married, Farming-fishing, Unmarried, White, Male,0,0,45, United-States, <=50K -47, Private,133969, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,2885,0,65, Japan, <=50K -36, Private,35429, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -73, Local-gov,205580, 5th-6th,3, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,6, United-States, <=50K -32, Local-gov,177794, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -34, Private,167474, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -51, Local-gov,35211, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -20, Private,117244, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, White, Female,0,0,45, United-States, <=50K -57, Private,194850, Some-college,10, Married-civ-spouse, Other-service, Husband, Other, Male,0,0,40, Mexico, <=50K -19, Private,144911, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -45, Private,197240, 12th,8, Married-civ-spouse, Sales, Husband, White, Male,7688,0,40, United-States, >50K -55, Private,101338, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -60, Private,148522, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -19, Private,97261, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Private,166606, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,229414, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,30, United-States, <=50K -34, Local-gov,209213, Bachelors,13, Never-married, Prof-specialty, Other-relative, Black, Male,0,0,15, United-States, <=50K -26, Private,291968, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,40, United-States, >50K -73, Federal-gov,127858, Some-college,10, Widowed, Tech-support, Not-in-family, White, Female,3273,0,40, United-States, <=50K -27, Private,302406, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, <=50K -37, Self-emp-not-inc,29054, Assoc-voc,11, Never-married, Farming-fishing, Own-child, White, Male,0,0,84, United-States, <=50K -73, Self-emp-not-inc,336007, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -46, Federal-gov,349230, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,0,1848,40, United-States, >50K -36, Local-gov,101481, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -54, Self-emp-not-inc,46704, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, >50K -49, Private,233639, 11th,7, Married-civ-spouse, Other-service, Husband, White, Male,0,0,50, United-States, <=50K -68, Local-gov,31725, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,54850, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,1590,50, United-States, <=50K -30, Private,293512, Assoc-voc,11, Never-married, Prof-specialty, Not-in-family, Black, Male,0,0,40, United-States, <=50K -28, Private,375655, Bachelors,13, Never-married, Sales, Unmarried, White, Male,0,0,50, United-States, <=50K -28, Private,105817, 11th,7, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -25, Local-gov,203408, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,162302, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -40, Private,163455, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,55, United-States, >50K -32, Local-gov,100135, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -60,,41517, 11th,7, Married-spouse-absent,, Unmarried, Black, Female,0,0,20, United-States, <=50K -18, Private,102182, 12th,8, Never-married, Priv-house-serv, Not-in-family, White, Female,0,0,30, United-States, <=50K -36, Private,414683, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,40, United-States, <=50K -26, Private,194352, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -24, Private,194096, HS-grad,9, Never-married, Prof-specialty, Own-child, White, Female,0,0,45, United-States, <=50K -90, Local-gov,153602, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,6767,0,40, United-States, <=50K -20, Private,215495, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, Mexico, <=50K -27, Private,164607, Bachelors,13, Separated, Tech-support, Own-child, White, Male,0,0,50, United-States, <=50K -58, Local-gov,34878, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, <=50K -37, Private,126569, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,40, United-States, >50K -65,,315728, HS-grad,9, Widowed,, Unmarried, White, Female,2329,0,75, United-States, <=50K -28, Private,22422, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -36, Local-gov,178222, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,60, United-States, <=50K -45, Local-gov,56841, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -23, Private,300275, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,48, United-States, <=50K -69, Local-gov,197288, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,35, United-States, <=50K -58, Self-emp-not-inc,157786, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,110684, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,20, United-States, <=50K -58, Self-emp-not-inc,140729, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,35, United-States, <=50K -53, Federal-gov,90127, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,60, United-States, >50K -44, Self-emp-inc,37997, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -31, Private,61308, 10th,6, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -46, Private,171199, Bachelors,13, Divorced, Machine-op-inspct, Unmarried, Other, Female,0,0,40, Puerto-Rico, <=50K -48, Private,128432, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -46, Federal-gov,195023, Some-college,10, Separated, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -43, Private,122473, 9th,5, Never-married, Machine-op-inspct, Unmarried, Black, Female,0,625,40, United-States, <=50K -43, Private,171888, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -17, Self-emp-inc,183784, 10th,6, Never-married, Sales, Own-child, White, Male,0,0,15, United-States, <=50K -20, Private,219262, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -22, Private,71379, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,35, United-States, <=50K -19,,234519, Some-college,10, Never-married,, Own-child, White, Male,0,0,35, United-States, <=50K -35, Private,96824, Some-college,10, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -29, Private,242597, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -18,,127388, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -25, Private,204536, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,35, United-States, <=50K -54, Private,143804, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,80680, Some-college,10, Married-civ-spouse, Sales, Own-child, White, Female,0,0,16, United-States, <=50K -36, Private,301227, 5th-6th,3, Separated, Priv-house-serv, Unmarried, Other, Female,0,0,35, Mexico, <=50K -26, Self-emp-not-inc,201930, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -25, Local-gov,176616, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -46, Private,353219, 9th,5, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -41, Private,126076, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Female,0,0,50, United-States, <=50K -31, Private,156493, HS-grad,9, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -48, Federal-gov,435503, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -52, Self-emp-inc,561489, Masters,14, Divorced, Exec-managerial, Not-in-family, Black, Female,0,0,50, United-States, <=50K -22, Federal-gov,100345, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,43, United-States, <=50K -18, Private,36275, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,25, United-States, <=50K -46, Private,110794, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -34, Local-gov,143766, Some-college,10, Never-married, Protective-serv, Own-child, White, Male,0,0,40, United-States, <=50K -30, Federal-gov,76313, HS-grad,9, Married-civ-spouse, Armed-Forces, Other-relative, Amer-Indian-Eskimo, Male,0,0,48, United-States, <=50K -31, Private,121308, 11th,7, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -21, Private,216672, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -41, Self-emp-not-inc,89942, HS-grad,9, Divorced, Sales, Not-in-family, White, Male,3674,0,45, United-States, <=50K -45, State-gov,103406, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,60, United-States, >50K -30, State-gov,158291, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -21, Private,455361, 9th,5, Never-married, Other-service, Unmarried, White, Male,0,0,35, Mexico, <=50K -44, Private,225263, Some-college,10, Divorced, Sales, Unmarried, White, Female,0,1408,46, United-States, <=50K -54, Private,225307, 11th,7, Divorced, Craft-repair, Own-child, White, Female,0,0,50, United-States, >50K -36, Private,286115, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -50, Private,187830, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, >50K -26, Private,142506, Bachelors,13, Never-married, Prof-specialty, Unmarried, Black, Female,0,0,35, United-States, <=50K -47, Local-gov,148576, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,35, United-States, <=50K -36, Private,185325, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,37, United-States, <=50K -32, Self-emp-not-inc,27939, Some-college,10, Married-civ-spouse, Sales, Husband, Amer-Indian-Eskimo, Male,0,0,60, United-States, <=50K -21, Private,383603, 10th,6, Never-married, Other-service, Not-in-family, White, Female,0,0,35, United-States, <=50K -30, Private,140790, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -34, Private,226629, HS-grad,9, Never-married, Priv-house-serv, Not-in-family, White, Female,0,0,40, Mexico, <=50K -51, Private,228516, HS-grad,9, Married-spouse-absent, Craft-repair, Not-in-family, White, Male,0,0,45, Columbia, <=50K -55, Self-emp-not-inc,119762, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -43, Private,299197, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,149297, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, Amer-Indian-Eskimo, Male,0,0,30, United-States, <=50K -28, Local-gov,202558, Some-college,10, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -39, Private,175232, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -35, Self-emp-not-inc,157473, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -59,,409842, Masters,14, Married-civ-spouse,, Husband, White, Male,0,0,20, United-States, <=50K -26, Private,105787, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,36, United-States, <=50K -68, Private,144056, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,3818,0,40, United-States, <=50K -46, Private,45363, Prof-school,15, Divorced, Prof-specialty, Not-in-family, White, Male,0,2824,40, United-States, >50K -21, Private,205838, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,37, United-States, <=50K -23, Private,115326, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -17, Private,186890, 10th,6, Married-civ-spouse, Sales, Own-child, White, Female,0,0,30, United-States, <=50K -23, Local-gov,304386, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -34, Private,24529, HS-grad,9, Widowed, Adm-clerical, Unmarried, White, Male,0,0,15, United-States, <=50K -33, Private,183557, Assoc-acdm,12, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -31, Private,342730, Assoc-acdm,12, Separated, Transport-moving, Not-in-family, White, Male,0,0,45, United-States, <=50K -31,,182191, Bachelors,13, Married-civ-spouse,, Wife, White, Female,4064,0,30, Canada, <=50K -56, Self-emp-not-inc,67841, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,351381, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -45, Private,293691, HS-grad,9, Divorced, Adm-clerical, Not-in-family, Asian-Pac-Islander, Female,0,1590,40, Japan, <=50K -41, Self-emp-inc,220821, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,40, United-States, >50K -26, Private,190027, 10th,6, Divorced, Handlers-cleaners, Not-in-family, White, Female,0,0,30, United-States, <=50K -41, Private,343944, 11th,7, Widowed, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -46, Self-emp-inc,110457, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -47, State-gov,72333, HS-grad,9, Divorced, Adm-clerical, Unmarried, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -43, Self-emp-not-inc,193494, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -35, Private,334999, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -44, Self-emp-not-inc,274363, HS-grad,9, Divorced, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -58, Self-emp-inc,113806, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,30, United-States, >50K -25, Private,52536, Assoc-acdm,12, Divorced, Tech-support, Own-child, White, Female,0,1594,25, United-States, <=50K -44, Private,187720, Assoc-voc,11, Never-married, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -57, Private,104996, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,42, United-States, <=50K -24, Private,214555, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,52963, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,50, United-States, <=50K -33, Private,190511, 7th-8th,4, Divorced, Handlers-cleaners, Not-in-family, White, Male,2176,0,35, United-States, <=50K -25, Private,75821, Some-college,10, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -33, Private,123291, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,84, United-States, >50K -50, Local-gov,226497, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,52, United-States, >50K -35, Private,282979, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,5178,0,50, United-States, >50K -36, Private,166549, Bachelors,13, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,55, United-States, >50K -27, Private,187746, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -22, Private,157145, Assoc-voc,11, Never-married, Craft-repair, Own-child, White, Male,0,0,50, United-States, <=50K -30, Private,227551, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -90, Private,115306, Masters,14, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -39, Private,169249, HS-grad,9, Separated, Other-service, Other-relative, Black, Male,0,0,40, United-States, <=50K -34, State-gov,221966, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,45, United-States, <=50K -39, Private,224566, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -19, Private,28119, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,4, United-States, <=50K -19, Private,323810, 10th,6, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -29, Private,210498, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -66, Self-emp-not-inc,174995, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,2290,0,30, Hungary, <=50K -38, Private,161141, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,45, United-States, <=50K -44, Private,210534, 5th-6th,3, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, Mexico, <=50K -34, Self-emp-not-inc,112650, 7th-8th,4, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -35, State-gov,318891, Assoc-acdm,12, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -29, Local-gov,375655, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -22, Private,228465, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, <=50K -33,,102130, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -73, Private,183213, Assoc-voc,11, Widowed, Prof-specialty, Not-in-family, White, Male,25124,0,60, United-States, >50K -35, Local-gov,177305, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,2377,40, United-States, <=50K -41, Private,34037, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -27, Self-emp-not-inc,116613, Some-college,10, Married-civ-spouse, Other-service, Wife, White, Female,0,0,50, United-States, <=50K -25, Private,175540, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,50, United-States, <=50K -47, Private,150768, Bachelors,13, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,1564,51, United-States, >50K -36, Private,176634, Bachelors,13, Married-civ-spouse, Sales, Wife, White, Female,0,0,35, United-States, >50K -36, Private,209993, 1st-4th,2, Widowed, Other-service, Other-relative, White, Female,0,0,20, Mexico, <=50K -25, Local-gov,206002, HS-grad,9, Divorced, Tech-support, Unmarried, White, Female,0,0,40, United-States, <=50K -37, Private,201259, 11th,7, Divorced, Transport-moving, Not-in-family, White, Male,0,0,65, United-States, <=50K -26, Local-gov,202286, Bachelors,13, Never-married, Tech-support, Own-child, White, Male,0,0,40, United-States, <=50K -53, Private,96062, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1740,40, United-States, <=50K -36, Local-gov,578377, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, <=50K -30, Private,509500, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Female,4787,0,45, United-States, >50K -53, Local-gov,324021, Some-college,10, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -37, Self-emp-not-inc,107737, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -41, State-gov,129865, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -53, Private,103586, Bachelors,13, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,55, United-States, <=50K -23, Private,187513, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,32, United-States, <=50K -28, Private,172891, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -53, Local-gov,207449, 10th,6, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,209103, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,20, United-States, >50K -33, Private,408813, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,50, United-States, <=50K -27, Private,209292, HS-grad,9, Never-married, Sales, Other-relative, Black, Female,0,0,32, Dominican-Republic, <=50K -52, Private,144361, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1902,40, United-States, >50K -31, Private,209538, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,55, United-States, <=50K -27, Private,244402, Assoc-acdm,12, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, >50K -44, Private,889965, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Wife, White, Female,3137,0,30, United-States, <=50K -37, Self-emp-not-inc,298444, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,163237, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -18, Private,311795, 12th,8, Never-married, Sales, Own-child, Black, Female,0,0,20, United-States, <=50K -42, Private,155972, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, >50K -49, Private,291783, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -35, Private,153535, HS-grad,9, Divorced, Handlers-cleaners, Unmarried, Black, Female,0,0,36, United-States, <=50K -43, Private,249771, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Asian-Pac-Islander, Male,0,0,99, United-States, <=50K -43, Private,462180, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,60, United-States, >50K -31, Private,308540, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -27, Private,34701, Bachelors,13, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -46, Federal-gov,106252, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -54, Private,138944, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,44, United-States, <=50K -37, Private,140713, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,40, Jamaica, >50K -53, Local-gov,216931, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,4386,0,40, United-States, >50K -26, Private,162312, Some-college,10, Never-married, Adm-clerical, Not-in-family, Asian-Pac-Islander, Male,0,0,20, Philippines, <=50K -59, Self-emp-inc,253062, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, >50K -36, Federal-gov,359249, Some-college,10, Separated, Adm-clerical, Not-in-family, Black, Male,0,0,40, United-States, <=50K -32, Private,231413, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -53, Local-gov,197054, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -26, Private,130931, HS-grad,9, Never-married, Adm-clerical, Own-child, Black, Female,0,0,40, United-States, <=50K -35, Private,30565, HS-grad,9, Married-AF-spouse, Other-service, Wife, White, Female,0,0,40, United-States, >50K -48, Private,105138, HS-grad,9, Divorced, Exec-managerial, Unmarried, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -30, Local-gov,178383, Some-college,10, Separated, Handlers-cleaners, Not-in-family, Black, Male,0,0,40, United-States, <=50K -38, Private,241998, 12th,8, Married-civ-spouse, Craft-repair, Husband, White, Male,7688,0,40, United-States, >50K -58, Self-emp-not-inc,196403, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,10, United-States, >50K -44, Private,232421, HS-grad,9, Married-spouse-absent, Transport-moving, Not-in-family, Other, Male,0,0,32, Canada, <=50K -30, Private,130369, Assoc-voc,11, Separated, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -68, Self-emp-not-inc,336329, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,10, United-States, <=50K -26, Local-gov,337867, Bachelors,13, Never-married, Prof-specialty, Own-child, Black, Female,0,0,40, United-States, <=50K -26, Local-gov,104614, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -41, Private,223548, 1st-4th,2, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Mexico, <=50K -43, State-gov,506329, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,15024,0,40,, >50K -48, Private,64479, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,47, United-States, <=50K -55, Private,284095, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,37, United-States, <=50K -50, Self-emp-not-inc,221336, Some-college,10, Divorced, Exec-managerial, Unmarried, Asian-Pac-Islander, Female,0,0,40,, <=50K -41, Private,428499, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1485,50, United-States, >50K -52, Private,208302, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,36, United-States, <=50K -24,,412156, HS-grad,9, Married-civ-spouse,, Wife, White, Female,0,0,40, Mexico, <=50K -31, Self-emp-not-inc,182177, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1902,40, United-States, >50K -54, Local-gov,129972, Assoc-voc,11, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,38, United-States, >50K -31, Self-emp-not-inc,186420, Masters,14, Separated, Tech-support, Not-in-family, White, Female,0,0,25, United-States, <=50K -31, Self-emp-inc,203488, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -47, Private,128796, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -40, Private,55395, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -46, State-gov,314770, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,48, United-States, <=50K -45, Private,135044, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -39, Private,319248, 10th,6, Never-married, Other-service, Unmarried, White, Female,0,0,25, Mexico, <=50K -34, Local-gov,236415, Some-college,10, Never-married, Adm-clerical, Unmarried, White, Female,0,0,18, United-States, <=50K -48,,151584, Some-college,10, Never-married,, Not-in-family, White, Male,8614,0,60, United-States, >50K -19,,133983, Some-college,10, Never-married,, Own-child, White, Female,0,0,20, United-States, <=50K -56, Private,81220, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, Canada, <=50K -47, Private,151087, HS-grad,9, Separated, Prof-specialty, Other-relative, Other, Female,0,0,40, Puerto-Rico, <=50K -35, Private,322171, Some-college,10, Married-civ-spouse, Other-service, Wife, White, Female,0,0,40, United-States, >50K -25, Private,190628, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Columbia, <=50K -43, Local-gov,106982, Bachelors,13, Separated, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -59, Private,227856, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,37, United-States, >50K -66,,213477, 7th-8th,4, Divorced,, Not-in-family, White, Male,0,0,10, United-States, <=50K -63, Private,266083, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, >50K -32, Private,257068, Some-college,10, Married-spouse-absent, Transport-moving, Not-in-family, White, Female,0,0,37, United-States, <=50K -58,,37591, Bachelors,13, Widowed,, Not-in-family, White, Female,0,0,40, United-States, <=50K -43, Self-emp-inc,150533, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Other-relative, White, Male,0,0,50, United-States, >50K -27, Private,211184, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,52, United-States, <=50K -21, Private,136610, 12th,8, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,32, United-States, <=50K -44, Federal-gov,244054, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Male,0,0,60, United-States, >50K -40, Self-emp-not-inc,240698, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -65, Private,172906, HS-grad,9, Widowed, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -50, Private,238959, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,45, United-States, >50K -18,,163085, HS-grad,9, Separated,, Own-child, White, Male,0,0,20, United-States, <=50K -51, State-gov,172022, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, >50K -44, Federal-gov,218062, Some-college,10, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -20, Private,201799, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,13, United-States, <=50K -29, Private,150717, Assoc-voc,11, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -50, Private,94391, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -50, Local-gov,153064, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,5178,0,40, United-States, >50K -43, Private,156771, 10th,6, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,216639, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -41, Private,82161, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -30,,159159, Some-college,10, Married-civ-spouse,, Wife, White, Female,0,0,30, United-States, <=50K -58, Self-emp-not-inc,310014, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,25, United-States, <=50K -50, State-gov,133014, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -37, Self-emp-not-inc,36214, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,65, United-States, >50K -21, Private,399022, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Male,0,0,24, United-States, <=50K -33, Private,179758, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,20, United-States, <=50K -52, Private,48947, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,45, United-States, <=50K -47, Private,201865, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -45, Self-emp-not-inc,319122, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,14084,0,45, United-States, >50K -34, Private,155151, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -39, Private,24106, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, Philippines, >50K -31, Private,257863, Some-college,10, Divorced, Other-service, Not-in-family, White, Female,0,0,15, United-States, <=50K -19,,28967, Some-college,10, Never-married,, Not-in-family, White, Male,0,0,40, United-States, <=50K -45, Private,379393, Some-college,10, Divorced, Tech-support, Not-in-family, White, Female,0,0,45, United-States, <=50K -45, Self-emp-not-inc,152752, Assoc-voc,11, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,3, United-States, <=50K -34, Private,154874, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,4416,0,30, United-States, <=50K -27, Private,154210, 11th,7, Married-spouse-absent, Sales, Own-child, Asian-Pac-Islander, Male,0,0,35, India, <=50K -37, Private,335716, HS-grad,9, Divorced, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -20, Private,94744, HS-grad,9, Never-married, Adm-clerical, Own-child, Black, Female,0,0,20, United-States, <=50K -32, Private,133861, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,13550,0,48, United-States, >50K -24, Private,240137, 1st-4th,2, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,55, Mexico, <=50K -39, Private,80004, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -18, Private,109702, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,30, United-States, <=50K -62, Self-emp-not-inc,39610, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,80, United-States, <=50K -24, Private,90046, Bachelors,13, Separated, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -37, Private,193855, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, <=50K -46, Private,206889, Bachelors,13, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,25, United-States, <=50K -44, Private,86298, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -53, Private,149650, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,2559,48, United-States, >50K -25, Private,323139, Bachelors,13, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,35, United-States, <=50K -44, Private,237993, Prof-school,15, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45,, <=50K -24, Private,36058, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -61, Private,163393, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,20, United-States, <=50K -45, Local-gov,93535, Masters,14, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -33, Self-emp-not-inc,112952, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,48, United-States, <=50K -48, Private,182541, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,45, United-States, >50K -26, Local-gov,73392, HS-grad,9, Never-married, Handlers-cleaners, Own-child, Amer-Indian-Eskimo, Male,0,0,30, United-States, <=50K -40,,507086, HS-grad,9, Divorced,, Not-in-family, Black, Female,0,0,32, United-States, <=50K -68, Private,195868, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,20051,0,40, United-States, >50K -24, Private,276851, HS-grad,9, Divorced, Protective-serv, Own-child, White, Female,0,1762,40, United-States, <=50K -25,,39901, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,60, United-States, <=50K -31, Local-gov,33124, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, <=50K -55, Private,419732, Some-college,10, Divorced, Other-service, Unmarried, White, Female,0,0,38, United-States, <=50K -46, Private,171095, Assoc-acdm,12, Divorced, Sales, Unmarried, White, Female,0,0,38, United-States, <=50K -58, Private,199278, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,38, United-States, <=50K -56, Private,235205, HS-grad,9, Widowed, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -45, Federal-gov,168232, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,55, United-States, >50K -24, Private,145964, Bachelors,13, Never-married, Exec-managerial, Unmarried, White, Male,0,0,40, United-States, >50K -35, Local-gov,72338, HS-grad,9, Divorced, Farming-fishing, Own-child, Asian-Pac-Islander, Male,0,0,56, United-States, <=50K -51, Private,153870, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -47, Private,323798, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,55, United-States, >50K -17, Private,198830, 11th,7, Never-married, Adm-clerical, Other-relative, White, Female,0,0,10, United-States, <=50K -21, Private,267040, 10th,6, Never-married, Prof-specialty, Unmarried, Black, Female,0,0,40, United-States, <=50K -45, Private,167187, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, >50K -42, Private,230684, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,5178,0,50, United-States, >50K -56, Private,659558, 12th,8, Widowed, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -39, Private,181661, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,186144, 7th-8th,4, Never-married, Machine-op-inspct, Not-in-family, Other, Female,0,0,40, Mexico, <=50K -20, Federal-gov,178517, Some-college,10, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -65, Self-emp-not-inc,131417, 5th-6th,3, Married-civ-spouse, Farming-fishing, Husband, White, Male,1797,0,21, United-States, <=50K -44, Private,57233, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, <=50K -33, Private,379798, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,122175, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -38, Private,107302, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -31, Local-gov,127651, 10th,6, Never-married, Transport-moving, Other-relative, White, Male,0,1741,40, United-States, <=50K -33, Self-emp-not-inc,102884, Bachelors,13, Married-civ-spouse, Sales, Own-child, White, Male,0,0,20, United-States, <=50K -49, Self-emp-not-inc,241753, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -28, Private,173611, HS-grad,9, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -29, Private,232666, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,352207, Assoc-voc,11, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -37, Self-emp-not-inc,241998, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,5, United-States, >50K -52, Private,279129, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,37, United-States, >50K -27, Private,177057, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -47, Private,155659, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,7688,0,55, United-States, >50K -21, Private,251603, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -41, Federal-gov,19914, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, Asian-Pac-Islander, Female,0,0,40, Philippines, >50K -61, Private,115023, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -32, Private,101709, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, >50K -21, Private,313702, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -63, Private,250068, 12th,8, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -34, Private,227359, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,42, United-States, <=50K -21, State-gov,196827, Assoc-acdm,12, Never-married, Tech-support, Own-child, White, Male,0,0,10, United-States, <=50K -44, Private,118550, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,33, United-States, <=50K -26, Private,285004, Bachelors,13, Never-married, Exec-managerial, Not-in-family, Asian-Pac-Islander, Male,0,0,35, South, <=50K -36, Private,280169, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -39, Private,144608, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40,, >50K -52, Private,76860, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, Asian-Pac-Islander, Male,0,0,8, Philippines, <=50K -44, Self-emp-not-inc,167280, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,334783, HS-grad,9, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, <=50K -60,,141580, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,50, United-States, >50K -31, Private,226443, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Private,366065, Some-college,10, Never-married, Craft-repair, Unmarried, Black, Male,0,0,40, United-States, <=50K -23, Private,225724, Some-college,10, Never-married, Prof-specialty, Own-child, White, Female,0,0,25, United-States, <=50K -81, State-gov,132204, 1st-4th,2, Widowed, Other-service, Not-in-family, White, Female,0,0,20, United-States, <=50K -39, Private,258276, Bachelors,13, Married-civ-spouse, Tech-support, Husband, Asian-Pac-Islander, Male,3137,0,40,, <=50K -38, Private,197711, 10th,6, Divorced, Machine-op-inspct, Not-in-family, Asian-Pac-Islander, Female,0,0,40, Portugal, <=50K -21, Private,30619, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,38, United-States, <=50K -28, Local-gov,335015, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,61272, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -47, Private,106544, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -36, Private,144169, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -27, Private,40295, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,99, United-States, <=50K -56, Private,266091, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,2907,0,52, Cuba, <=50K -57, Private,143030, HS-grad,9, Widowed, Other-service, Unmarried, White, Female,0,0,30,, <=50K -42, State-gov,192397, Some-college,10, Divorced, Adm-clerical, Own-child, White, Female,0,0,38, United-States, <=50K -43, Private,114351, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,35, United-States, <=50K -48,,63466, HS-grad,9, Married-spouse-absent,, Unmarried, White, Female,0,0,32, United-States, <=50K -53, Private,132304, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,40, Scotland, <=50K -58, Private,128162, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,24, United-States, <=50K -19, Private,125938, 12th,8, Never-married, Other-service, Own-child, White, Male,0,0,40, El-Salvador, <=50K -37, Private,170174, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,46, United-States, >50K -41, Self-emp-not-inc,203451, Some-college,10, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,15, United-States, <=50K -31, Private,109917, 7th-8th,4, Separated, Craft-repair, Not-in-family, White, Female,0,0,40, United-States, <=50K -31, Private,114937, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,35, United-States, <=50K -53, Local-gov,231196, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -19, Private,238474, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,25, United-States, <=50K -56, Private,314149, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -55, Federal-gov,31728, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -51, Private,360131, 5th-6th,3, Married-civ-spouse, Craft-repair, Other-relative, White, Female,0,0,40, United-States, <=50K -62, Private,141308, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -43, Private,83411, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -45,,119835, 7th-8th,4, Divorced,, Not-in-family, Amer-Indian-Eskimo, Male,0,0,48, United-States, <=50K -28, Local-gov,296537, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -46, Private,193047, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -62, State-gov,39630, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -57, Local-gov,213975, HS-grad,9, Widowed, Other-service, Unmarried, White, Female,0,0,30, United-States, <=50K -60, Local-gov,259803, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,45, United-States, >50K -23, Federal-gov,55465, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -47, Private,181307, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,99999,0,60, United-States, >50K -21, Private,211301, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,8, United-States, <=50K -51, Private,200450, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,48, United-States, <=50K -61, Local-gov,176731, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -52, Self-emp-not-inc,140985, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, White, Female,99999,0,30, United-States, >50K -76, Private,125784, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,152176, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,39, United-States, <=50K -31, Self-emp-not-inc,111423, Bachelors,13, Never-married, Craft-repair, Not-in-family, White, Male,0,0,55, United-States, <=50K -43, Private,130126, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,50, United-States, >50K -58, Federal-gov,30111, Some-college,10, Widowed, Prof-specialty, Unmarried, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -18,,214989, Some-college,10, Never-married,, Own-child, White, Female,0,1602,24, United-States, <=50K -19, Private,272800, 12th,8, Never-married, Adm-clerical, Own-child, White, Female,0,0,25, United-States, <=50K -44, Private,195881, Some-college,10, Divorced, Exec-managerial, Other-relative, White, Female,0,0,45, United-States, <=50K -41, Local-gov,170924, Some-college,10, Never-married, Prof-specialty, Other-relative, White, Male,0,0,7, United-States, <=50K -21, Private,131473, Some-college,10, Never-married, Sales, Own-child, Asian-Pac-Islander, Male,0,0,20, Vietnam, <=50K -40, Private,149466, HS-grad,9, Divorced, Handlers-cleaners, Not-in-family, Black, Male,0,0,35, United-States, <=50K -25, Private,190418, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,30, Canada, <=50K -62, Local-gov,167889, Doctorate,16, Widowed, Prof-specialty, Unmarried, White, Female,0,0,40, Iran, <=50K -42, Private,177989, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,186035, Assoc-voc,11, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -19, Private,195805, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,12, United-States, <=50K -60, Private,54800, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,40, United-States, <=50K -20, Private,100605, HS-grad,9, Never-married, Sales, Own-child, Other, Male,0,0,40, Puerto-Rico, <=50K -23, Private,253190, Assoc-acdm,12, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,25, United-States, <=50K -18, Private,203301, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -40, Private,175696, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -19, Private,278304, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,15, United-States, <=50K -51, Private,93193, HS-grad,9, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -41, Local-gov,158688, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,50, United-States, <=50K -18, Private,327612, 10th,6, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -41, Private,210844, Some-college,10, Married-spouse-absent, Sales, Unmarried, Black, Female,0,0,40, United-States, <=50K -27, Private,147340, Some-college,10, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -71, Self-emp-not-inc,130436, 1st-4th,2, Divorced, Craft-repair, Not-in-family, White, Female,0,0,28, United-States, <=50K -25, Private,206600, 12th,8, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, El-Salvador, <=50K -73, Private,284680, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,20, United-States, <=50K -45, Private,127738, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,213412, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -50, Private,287927, HS-grad,9, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,16, United-States, <=50K -44, Private,249332, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, Ecuador, <=50K -44, Local-gov,290403, Assoc-voc,11, Divorced, Protective-serv, Own-child, White, Female,0,0,40, Cuba, <=50K -49, Private,54772, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,3103,0,45, United-States, >50K -44, Self-emp-inc,56651, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,45, United-States, >50K -42, Federal-gov,178470, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -20, Private,62865, HS-grad,9, Never-married, Priv-house-serv, Not-in-family, White, Female,0,0,45, United-States, <=50K -66, Private,107196, HS-grad,9, Widowed, Tech-support, Not-in-family, White, Female,0,0,18, United-States, <=50K -19, Private,86860, Some-college,10, Never-married, Exec-managerial, Own-child, White, Male,0,0,15, United-States, <=50K -60, Private,130684, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, <=50K -46, Private,164682, Assoc-voc,11, Separated, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -42, Private,198316, Assoc-voc,11, Divorced, Craft-repair, Not-in-family, White, Male,0,0,35, United-States, <=50K -59, Private,261816, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,52, Outlying-US(Guam-USVI-etc), <=50K -58, Private,280309, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,5178,0,60, United-States, >50K -47, Private,97176, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -58, Private,95835, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,36, United-States, <=50K -69,,323016, Bachelors,13, Married-civ-spouse,, Husband, White, Male,99999,0,40, United-States, >50K -17,,280670, 10th,6, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -19, Private,136306, 11th,7, Never-married, Farming-fishing, Own-child, White, Male,0,0,24, United-States, <=50K -28, Private,65171, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,70, United-States, <=50K -37, Private,25864, HS-grad,9, Separated, Prof-specialty, Unmarried, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -30, Private,149531, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -36, Private,33887, Some-college,10, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -45, Private,172822, 11th,7, Divorced, Transport-moving, Not-in-family, White, Male,0,2824,76, United-States, >50K -59, Private,106748, 7th-8th,4, Married-civ-spouse, Other-service, Wife, White, Female,0,0,99, United-States, <=50K -45, Private,131826, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -53, Local-gov,216691, Doctorate,16, Divorced, Prof-specialty, Not-in-family, White, Female,10520,0,40, United-States, >50K -37, Private,133328, HS-grad,9, Divorced, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -26, Private,164737, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -53, Local-gov,99064, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -44, State-gov,59460, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,15, United-States, <=50K -27, Private,208725, Bachelors,13, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -22, Private,138513, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -41, Private,121055, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -53, Private,149784, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -58, Private,114495, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -34,,133278, 12th,8, Separated,, Unmarried, Black, Female,0,0,53, United-States, <=50K -32, Private,212276, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -32, Private,440129, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,38, Mexico, <=50K -47, Private,98012, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,7688,0,40, United-States, >50K -27, Private,145284, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,177147, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -40, Private,141537, 10th,6, Divorced, Machine-op-inspct, Not-in-family, Black, Female,0,0,40, United-States, <=50K -36, Self-emp-not-inc,48093, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,92, United-States, <=50K -23, Local-gov,314819, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -44, Private,123572, 9th,5, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, <=50K -19, Private,170800, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,60, United-States, <=50K -42, Private,332401, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -60, Self-emp-not-inc,193038, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,15, United-States, <=50K -41, Private,351161, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,1848,45, United-States, >50K -45, Federal-gov,106910, HS-grad,9, Never-married, Transport-moving, Unmarried, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -67,,163726, 5th-6th,3, Married-civ-spouse,, Husband, White, Male,0,0,49, United-States, <=50K -36, Self-emp-not-inc,609935, Bachelors,13, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,48,, <=50K -52, State-gov,314627, Masters,14, Divorced, Prof-specialty, Not-in-family, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -28, Private,115945, Doctorate,16, Never-married, Adm-clerical, Own-child, White, Male,0,0,18, United-States, <=50K -83, Self-emp-inc,272248, HS-grad,9, Divorced, Sales, Not-in-family, White, Male,0,0,20, United-States, <=50K -17, Private,167878, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -27, Private,176972, Assoc-voc,11, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Self-emp-not-inc,31095, Assoc-voc,11, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,60, United-States, <=50K -40, Private,130834, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -23, Private,207415, Assoc-acdm,12, Married-civ-spouse, Sales, Wife, White, Female,0,0,25, United-States, <=50K -51, Local-gov,264457, 11th,7, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,0,0,40, United-States, <=50K -51, Private,340588, 1st-4th,2, Married-civ-spouse, Other-service, Husband, White, Male,0,0,54, Mexico, <=50K -82,,42435, 10th,6, Widowed,, Not-in-family, White, Male,0,0,20, United-States, <=50K -28, Private,107411, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,45, United-States, <=50K -53, Private,290640, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,50, Germany, >50K -29, Private,106179, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,35, Canada, <=50K -19, Private,247679, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,45, United-States, <=50K -30, Private,171598, Bachelors,13, Married-spouse-absent, Sales, Not-in-family, White, Female,0,0,50, United-States, <=50K -23, Private,234460, 7th-8th,4, Never-married, Machine-op-inspct, Own-child, Black, Female,0,0,40, Dominican-Republic, <=50K -66, Private,196674, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,15, United-States, >50K -27, Private,182540, 11th,7, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Private,172694, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, <=50K -17, Private,29571, 12th,8, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,15, United-States, <=50K -27, Private,130438, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -27, Private,213421, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -44, Local-gov,189956, Bachelors,13, Married-civ-spouse, Protective-serv, Wife, Black, Female,15024,0,40, United-States, >50K -64, Private,133144, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,16, United-States, <=50K -62, Self-emp-inc,24050, HS-grad,9, Widowed, Sales, Not-in-family, White, Female,0,0,15, United-States, <=50K -26, Private,276967, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,184857, HS-grad,9, Separated, Machine-op-inspct, Unmarried, White, Male,0,0,40, United-States, <=50K -40, Private,145160, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -35, Private,192251, HS-grad,9, Divorced, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -25, Private,190650, Bachelors,13, Never-married, Prof-specialty, Own-child, Asian-Pac-Islander, Male,0,0,40, Taiwan, <=50K -52, Local-gov,255927, Some-college,10, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,24, United-States, <=50K -46, Private,99086, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -30, Private,216811, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -52, Private,110563, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -28, Private,120471, HS-grad,9, Never-married, Transport-moving, Not-in-family, Other, Male,0,0,40, United-States, <=50K -17, Private,183066, 10th,6, Never-married, Other-service, Own-child, White, Female,0,0,25, United-States, <=50K -46, State-gov,298786, Some-college,10, Never-married, Other-service, Own-child, Black, Female,0,0,40, United-States, <=50K -45, Private,297884, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, >50K -21, Private,253612, Some-college,10, Never-married, Prof-specialty, Own-child, White, Female,1055,0,32, United-States, <=50K -18, Self-emp-not-inc,207438, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,40, United-States, <=50K -17, Private,148522, 11th,7, Never-married, Other-service, Own-child, White, Male,0,1721,15, United-States, <=50K -90, Private,139660, Some-college,10, Divorced, Sales, Unmarried, Black, Female,0,0,37, United-States, <=50K -23, Private,165474, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -41, Private,120277, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -19, Self-emp-not-inc,67929, Some-college,10, Never-married, Farming-fishing, Own-child, White, Male,0,0,50, United-States, <=50K -69, Private,229418, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -23, Federal-gov,41356, Assoc-acdm,12, Never-married, Exec-managerial, Unmarried, White, Female,0,0,32, United-States, <=50K -28, Private,185127, Some-college,10, Never-married, Tech-support, Not-in-family, White, Male,0,0,54, United-States, <=50K -37, Private,109133, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,1977,45, United-States, >50K -57, Private,148315, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,30, United-States, <=50K -30, Local-gov,145692, Some-college,10, Never-married, Protective-serv, Not-in-family, Black, Male,0,1974,40, United-States, <=50K -48, Private,210424, HS-grad,9, Separated, Adm-clerical, Unmarried, White, Female,914,0,40, United-States, <=50K -73, Private,198526, HS-grad,9, Widowed, Other-service, Other-relative, White, Female,0,0,32, United-States, <=50K -25, Private,521400, 5th-6th,3, Never-married, Machine-op-inspct, Other-relative, White, Male,0,0,40, Mexico, <=50K -33, Private,100882, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, >50K -36, Private,124818, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,190836, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,3411,0,40, United-States, <=50K -57, Private,71367, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -31, Private,303032, Some-college,10, Never-married, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -35,,98989, 9th,5, Divorced,, Own-child, Amer-Indian-Eskimo, Male,0,0,38, United-States, <=50K -40, State-gov,390781, HS-grad,9, Divorced, Other-service, Not-in-family, Black, Female,0,0,48, United-States, <=50K -32, Private,54782, Some-college,10, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -35,,202683, Bachelors,13, Never-married,, Not-in-family, White, Male,0,0,40, United-States, <=50K -26, Private,213081, HS-grad,9, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, Jamaica, <=50K -27, Self-emp-inc,89718, Some-college,10, Separated, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -17, Private,225106, 10th,6, Never-married, Other-service, Own-child, White, Female,0,1602,18, United-States, <=50K -29, Private,253262, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Female,0,0,40, United-States, <=50K -18, Private,78181, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,30, United-States, <=50K -20, Private,158206, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,30, United-States, <=50K -69,,337720, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,24, United-States, <=50K -18, State-gov,391257, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -56, Private,134756, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Female,0,0,40, United-States, <=50K -40, Private,183404, Some-college,10, Separated, Other-service, Unmarried, White, Female,0,0,8, United-States, <=50K -46, Private,192793, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -41, Private,203943, 12th,8, Married-civ-spouse, Protective-serv, Husband, Black, Male,0,0,40,, <=50K -53, Private,89400, Some-college,10, Widowed, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -50, Private,237868, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -23, Private,139187, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,50, United-States, <=50K -40, Private,126701, Bachelors,13, Married-spouse-absent, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, >50K -54, Self-emp-inc,172175, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -45, Private,164210, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -53, Local-gov,608184, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, >50K -17,,198797, 11th,7, Never-married,, Own-child, White, Male,0,0,20, Peru, <=50K -50, Local-gov,425804, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, >50K -22,,117618, Bachelors,13, Never-married,, Not-in-family, White, Male,0,0,25, United-States, <=50K -30, Private,119164, Bachelors,13, Never-married, Other-service, Unmarried, White, Male,0,0,40,, <=50K -40, Self-emp-inc,92036, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -36, State-gov,77146, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -25, Self-emp-not-inc,191803, Assoc-acdm,12, Never-married, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -29, Private,54932, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,251694, Bachelors,13, Never-married, Farming-fishing, Own-child, White, Male,0,0,50, United-States, <=50K -22, Private,268145, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -56, Private,104842, Bachelors,13, Divorced, Prof-specialty, Unmarried, Black, Female,0,0,50, Haiti, <=50K -60, Local-gov,227332, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -37, Private,212512, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,3464,0,50, United-States, <=50K -53, Private,133436, 7th-8th,4, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -23, State-gov,309055, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -18, Private,59202, HS-grad,9, Never-married, Priv-house-serv, Other-relative, White, Female,0,0,10, United-States, <=50K -36, Private,32709, Some-college,10, Divorced, Sales, Not-in-family, White, Female,3325,0,45, United-States, <=50K -67, Self-emp-inc,73559, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,9386,0,50, United-States, >50K -31, Private,117963, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,60, United-States, <=50K -26, Private,169121, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,48, United-States, >50K -18, Private,308889, 11th,7, Never-married, Adm-clerical, Other-relative, Asian-Pac-Islander, Female,0,0,20, United-States, <=50K -45, Local-gov,144940, Masters,14, Divorced, Prof-specialty, Unmarried, Black, Female,0,0,40, United-States, <=50K -64, Private,102041, 11th,7, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,335998, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,38, United-States, <=50K -53, Private,29557, Some-college,10, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -27, Private,210313, HS-grad,9, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,28, Guatemala, <=50K -32, Private,190784, Some-college,10, Divorced, Machine-op-inspct, Unmarried, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -49, Self-emp-not-inc,107597, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,14084,0,30, United-States, >50K -59, Private,97168, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -44, Private,155930, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,55, United-States, >50K -61, Self-emp-not-inc,181033, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -41,,344572, HS-grad,9, Divorced,, Unmarried, White, Female,0,0,40, United-States, <=50K -46, State-gov,170165, HS-grad,9, Separated, Adm-clerical, Unmarried, White, Female,0,0,37, United-States, <=50K -32, Private,178835, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -29, Private,118230, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,35, United-States, <=50K -48, Private,149640, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -32, Private,30271, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Female,0,0,30, United-States, <=50K -21, Private,154165, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Female,0,0,35, United-States, <=50K -50, Self-emp-not-inc,341797, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -44, Local-gov,145246, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,44, United-States, >50K -51, Private,280093, HS-grad,9, Separated, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -42, Private,373469, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -27, Private,199172, Bachelors,13, Never-married, Protective-serv, Own-child, White, Female,0,0,40, United-States, <=50K -70, Self-emp-not-inc,177199, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,3, United-States, <=50K -33, Private,258932, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -65, Self-emp-not-inc,139960, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,10605,0,60, United-States, >50K -39, Private,258037, Masters,14, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40,, <=50K -32, Private,116677, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,59496, Some-college,10, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -43, Self-emp-inc,34218, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,200246, 9th,5, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -64, Federal-gov,316246, Bachelors,13, Divorced, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -37, Local-gov,239161, Some-college,10, Separated, Protective-serv, Own-child, Other, Male,0,0,52, United-States, <=50K -49, Self-emp-not-inc,173411, HS-grad,9, Divorced, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -29, Private,259226, 11th,7, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,48, United-States, <=50K -35, Local-gov,195516, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -37, Private,200598, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1740,45, United-States, <=50K -42, State-gov,160369, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -21,,415913, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -23, Private,147253, Assoc-acdm,12, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Local-gov,199674, HS-grad,9, Never-married, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -29, State-gov,198493, Assoc-voc,11, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -23, Private,377121, Some-college,10, Never-married, Other-service, Unmarried, White, Female,0,0,25, United-States, <=50K -21, Private,400635, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,20,, <=50K -45, Private,513660, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -24,,175069, Bachelors,13, Never-married,, Not-in-family, White, Male,0,0,50, United-States, <=50K -38, Private,82552, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,594,0,50, United-States, <=50K -28,,78388, 10th,6, Never-married,, Own-child, White, Female,0,0,38, United-States, <=50K -23, Private,171705, HS-grad,9, Never-married, Sales, Unmarried, White, Female,0,0,48, United-States, <=50K -39, Self-emp-not-inc,315640, Bachelors,13, Never-married, Sales, Own-child, Asian-Pac-Islander, Male,0,0,60, Iran, <=50K -45, Private,266860, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,50, United-States, >50K -68, Private,192829, Assoc-acdm,12, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,43, United-States, <=50K -60, Federal-gov,237317, Assoc-voc,11, Divorced, Prof-specialty, Unmarried, White, Male,4934,0,40, United-States, >50K -38, State-gov,110426, Doctorate,16, Married-civ-spouse, Prof-specialty, Wife, White, Female,7688,0,40,, >50K -41, Private,327606, 12th,8, Separated, Craft-repair, Not-in-family, Black, Male,0,0,40, United-States, <=50K -48, Private,34845, HS-grad,9, Divorced, Craft-repair, Other-relative, White, Male,0,0,40, United-States, <=50K -33, Private,58582, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -48, Private,155659, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -23, Local-gov,210029, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -26, Private,381618, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -55, Self-emp-inc,298449, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,2415,50, United-States, >50K -35, State-gov,226789, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,75, United-States, <=50K -52, Private,210736, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,3103,0,55, United-States, >50K -46, State-gov,111163, HS-grad,9, Separated, Adm-clerical, Unmarried, White, Female,0,0,38, United-States, <=50K -72,,76860, HS-grad,9, Married-civ-spouse,, Husband, Asian-Pac-Islander, Male,0,0,1, United-States, <=50K -18, Private,92112, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,30, United-States, <=50K -62, Local-gov,136787, HS-grad,9, Divorced, Transport-moving, Other-relative, White, Male,0,0,40, United-States, <=50K -22, Private,29810, Some-college,10, Never-married, Transport-moving, Own-child, White, Female,0,0,30, United-States, <=50K -40, Private,360884, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,7298,0,40, United-States, >50K -26, Private,266022, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -35, Private,142874, Assoc-acdm,12, Married-spouse-absent, Sales, Own-child, Black, Female,0,0,36, United-States, <=50K -25, Self-emp-not-inc,72338, HS-grad,9, Never-married, Sales, Unmarried, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -46,,177305, Assoc-voc,11, Married-civ-spouse,, Wife, Black, Female,0,0,35, United-States, >50K -39, Private,165106, Bachelors,13, Married-spouse-absent, Craft-repair, Not-in-family, White, Male,0,1564,50,, >50K -41, Private,424478, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,45, United-States, >50K -59, Private,189721, Bachelors,13, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, Italy, >50K -37, Private,34180, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,183279, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,43, United-States, <=50K -33, Private,35309, Bachelors,13, Never-married, Exec-managerial, Not-in-family, Asian-Pac-Islander, Male,0,0,40,, <=50K -23, Private,259109, Assoc-acdm,12, Married-civ-spouse, Other-service, Wife, White, Female,0,0,40, Puerto-Rico, <=50K -67, Self-emp-not-inc,148690, Masters,14, Widowed, Prof-specialty, Not-in-family, White, Male,18481,0,2, United-States, >50K -60, Private,125019, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Female,8614,0,48, United-States, >50K -39, Self-emp-inc,172538, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -32, Self-emp-not-inc,410615, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,1887,60, United-States, >50K -26, Private,322547, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,45, United-States, <=50K -39, Private,300760, HS-grad,9, Divorced, Tech-support, Unmarried, White, Female,0,0,50, United-States, <=50K -28, Private,232782, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -29, Private,174645, 11th,7, Divorced, Craft-repair, Unmarried, White, Female,0,0,52, United-States, <=50K -43, Private,164693, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -23, Private,206861, Some-college,10, Never-married, Tech-support, Own-child, White, Male,0,0,25, United-States, <=50K -32, Private,195602, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,1977,45, United-States, >50K -33, Self-emp-not-inc,422960, Some-college,10, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,60, United-States, >50K -45, Private,116360, HS-grad,9, Divorced, Other-service, Not-in-family, Black, Female,0,0,35, United-States, <=50K -48, Private,278530, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -43, Local-gov,188291, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,45, United-States, >50K -50, Self-emp-not-inc,163948, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -63, Private,64544, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, >50K -55, Private,101468, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,3103,0,40, United-States, >50K -22, Private,107882, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Female,0,0,35, United-States, <=50K -32, Self-emp-not-inc,182691, HS-grad,9, Never-married, Other-service, Unmarried, White, Male,0,0,60, United-States, <=50K -27, Private,203776, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, <=50K -22, Private,201268, Bachelors,13, Never-married, Sales, Own-child, White, Female,0,0,15, United-States, <=50K -44, Private,29762, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,68, United-States, <=50K -34, Private,186346, HS-grad,9, Separated, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -28, Private,196690, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -40, Private,99604, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,15024,0,24, United-States, >50K -45, Private,194772, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,55, United-States, <=50K -17, Private,95446, 10th,6, Never-married, Other-service, Own-child, White, Male,0,0,15, United-States, <=50K -53, Self-emp-not-inc,257126, 12th,8, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -58, Private,194733, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -55, Self-emp-not-inc,98361, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,35, United-States, <=50K -44, Local-gov,124924, Assoc-voc,11, Never-married, Craft-repair, Not-in-family, White, Male,0,0,44, United-States, <=50K -40, Self-emp-not-inc,111971, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,30, United-States, <=50K -58, Self-emp-not-inc,130714, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -38, Private,208358, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -62, Private,147627, 9th,5, Never-married, Priv-house-serv, Not-in-family, Black, Female,1055,0,22, United-States, <=50K -31, Private,149507, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,3464,0,38, United-States, <=50K -31, Private,164870, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Mexico, <=50K -30, Private,236861, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Male,0,1876,45, United-States, <=50K -37, Private,220314, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, Mexico, <=50K -38, Local-gov,329980, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,1876,40, Canada, <=50K -58, Local-gov,318537, 12th,8, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,183284, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -28, Private,334368, Assoc-voc,11, Never-married, Prof-specialty, Not-in-family, White, Female,4650,0,40, United-States, <=50K -46, Private,109227, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Female,0,0,70, United-States, <=50K -34, Private,118551, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -39, Self-emp-inc,163057, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,99, United-States, <=50K -61, Self-emp-inc,253101, Some-college,10, Widowed, Sales, Not-in-family, White, Female,0,0,20, United-States, <=50K -30, Self-emp-not-inc,20098, Assoc-voc,11, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -31, Private,196227, HS-grad,9, Separated, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -21, Private,175374, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -50, Private,234037, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,58, United-States, <=50K -47, Private,341762, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,33, United-States, <=50K -20, Private,174714, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -23, Private,222835, Bachelors,13, Never-married, Other-service, Own-child, White, Female,0,0,30, United-States, <=50K -46, Private,251786, 1st-4th,2, Separated, Other-service, Not-in-family, White, Female,0,0,40, Mexico, <=50K -20, Private,164219, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,45, United-States, <=50K -33, Private,251120, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,7688,0,50, United-States, >50K -30, Private,236993, Some-college,10, Never-married, Adm-clerical, Unmarried, White, Female,0,0,30, United-States, <=50K -43, Local-gov,105896, Some-college,10, Divorced, Protective-serv, Unmarried, White, Female,0,0,40, United-States, <=50K -23, Private,211527, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,60, United-States, <=50K -34, Private,317809, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50,, >50K -25, Private,185287, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -50, Private,31014, HS-grad,9, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -44, Private,151985, Masters,14, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,24, United-States, >50K -26, Private,89389, Some-college,10, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -35, Private,406051, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,80, United-States, >50K -48, Self-emp-not-inc,171986, HS-grad,9, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,15, United-States, <=50K -26, Private,167848, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, Black, Male,0,0,40, United-States, <=50K -41, Local-gov,213019, Masters,14, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -25, Private,211424, Bachelors,13, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -33, Private,168981, Assoc-voc,11, Never-married, Prof-specialty, Unmarried, White, Female,0,0,55, United-States, <=50K -24, Private,122348, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, <=50K -31, Private,139753, Bachelors,13, Married-spouse-absent, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -24, Local-gov,176178, Assoc-acdm,12, Never-married, Prof-specialty, Own-child, White, Female,0,0,2, United-States, <=50K -41, Private,145220, 9th,5, Never-married, Priv-house-serv, Unmarried, White, Female,0,0,40, Columbia, <=50K -38, Local-gov,188612, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -19, Private,445728, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -19, Private,318002, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -24, Private,235722, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -59,,367984, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -67, Private,212705, Masters,14, Married-spouse-absent, Exec-managerial, Not-in-family, White, Male,0,0,55, United-States, >50K -49, Private,411273, 10th,6, Divorced, Machine-op-inspct, Not-in-family, Black, Male,0,0,40, United-States, <=50K -35, Private,103986, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -44, Private,203761, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -58,,266792, Some-college,10, Married-civ-spouse,, Husband, White, Male,99999,0,40, United-States, >50K -22, Private,116800, Assoc-acdm,12, Never-married, Protective-serv, Own-child, White, Male,0,0,60, United-States, <=50K -21, State-gov,99199, Some-college,10, Never-married, Exec-managerial, Own-child, White, Male,0,0,10, United-States, <=50K -50, Private,162327, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,50, United-States, <=50K -44, Local-gov,100479, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,48, United-States, <=50K -36, Local-gov,32587, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -30, Federal-gov,321990, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,7298,0,48, Cuba, >50K -52, Private,108914, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -35, Self-emp-not-inc,61343, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,90, United-States, <=50K -48, Local-gov,81154, Assoc-voc,11, Never-married, Protective-serv, Unmarried, White, Male,0,0,48, United-States, <=50K -23, Private,162945, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,2377,40, United-States, <=50K -37, Private,225504, Masters,14, Never-married, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -44, Self-emp-inc,191712, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,2415,55, United-States, >50K -44, Private,176063, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, >50K -36, Private,198587, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -26, State-gov,34965, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,12, United-States, <=50K -31, Self-emp-inc,467108, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,45, United-States, >50K -23,,263899, HS-grad,9, Never-married,, Own-child, Black, Male,0,0,12, England, <=50K -29, Private,204984, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -53, Private,217568, HS-grad,9, Widowed, Craft-repair, Unmarried, Black, Female,0,0,40, United-States, <=50K -52, Private,48343, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -55, Private,193130, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,1887,40, United-States, >50K -31, Private,253354, 10th,6, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -19,,258026, HS-grad,9, Never-married,, Not-in-family, White, Female,0,0,16, United-States, <=50K -64,,211360, HS-grad,9, Widowed,, Not-in-family, White, Female,0,0,30, United-States, <=50K -55, Private,191367, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -48, Private,148995, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, >50K -20, Private,123901, HS-grad,9, Never-married, Craft-repair, Own-child, White, Female,0,0,40, United-States, <=50K -50, Local-gov,117496, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,7298,0,30, United-States, >50K -45, Self-emp-inc,32356, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,51, United-States, <=50K -17, Private,206506, 10th,6, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,10, El-Salvador, <=50K -38, Private,218729, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,25, United-States, <=50K -43, Private,52498, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, >50K -22, Private,136767, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,30, United-States, <=50K -63, Private,219540, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Female,0,0,40, United-States, <=50K -36, Private,114059, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -56, Private,247337, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -43, State-gov,310969, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,40, United-States, <=50K -41, Private,171546, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,45, United-States, >50K -41, Private,217455, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -36, Private,410489, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,45, United-States, <=50K -59, Private,146391, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -46, Local-gov,165484, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,44, United-States, >50K -23, Private,184271, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,36, United-States, <=50K -46, Self-emp-not-inc,231347, Some-college,10, Separated, Prof-specialty, Not-in-family, White, Male,0,0,20, United-States, <=50K -53, Private,95469, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,1902,40, United-States, >50K -47, Private,244025, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, Amer-Indian-Eskimo, Male,0,0,56, Puerto-Rico, <=50K -46, Federal-gov,46537, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -47, Private,205730, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,56, United-States, >50K -29, Private,383745, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,1887,30, United-States, >50K -32, Private,328199, Assoc-voc,11, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -90, Private,84553, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -63, Private,221072, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,49,, <=50K -23, Private,123983, Assoc-voc,11, Never-married, Prof-specialty, Own-child, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -76,,191024, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,30, United-States, <=50K -23, Private,167868, Assoc-voc,11, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -44, Private,225879, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, Other, Female,0,0,30, Mexico, >50K -81, Self-emp-inc,247232, 10th,6, Married-civ-spouse, Exec-managerial, Wife, White, Female,2936,0,28, United-States, <=50K -17, Private,143791, 10th,6, Never-married, Other-service, Own-child, Black, Female,0,0,12, United-States, <=50K -56, Private,177271, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -58, Federal-gov,129786, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -45, Private,31339, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,45, United-States, >50K -25, Private,236267, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,130620, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, Asian-Pac-Islander, Female,0,0,35, Philippines, >50K -32, Private,208180, Assoc-voc,11, Married-civ-spouse, Tech-support, Wife, White, Female,0,0,24, United-States, >50K -25, Private,292058, HS-grad,9, Never-married, Other-service, Other-relative, White, Male,0,0,30, United-States, <=50K -29, Federal-gov,142712, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -23, Private,119665, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,60, United-States, <=50K -41, Private,116825, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, >50K -48, State-gov,201177, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,40, United-States, >50K -29, Private,118337, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -27,,173800, Masters,14, Never-married,, Unmarried, Asian-Pac-Islander, Male,0,0,20, Taiwan, <=50K -55, Private,289257, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,190912, 11th,7, Married-civ-spouse, Handlers-cleaners, Husband, Asian-Pac-Islander, Male,0,1651,40, Vietnam, <=50K -45, Private,140581, Some-college,10, Widowed, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -50, Private,174102, HS-grad,9, Divorced, Craft-repair, Own-child, White, Male,0,0,40, Puerto-Rico, <=50K -22, Private,316509, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -80, Local-gov,20101, HS-grad,9, Widowed, Other-service, Unmarried, Amer-Indian-Eskimo, Female,0,0,32, United-States, <=50K -30, Private,187279, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,44, United-States, <=50K -20, Private,259496, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -29, Self-emp-not-inc,181466, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,35, United-States, <=50K -56, Private,178202, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -63, Private,188976, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,203027, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -38, State-gov,142022, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, Black, Female,0,0,40, United-States, <=50K -31, Private,119033, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,216181, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,35, United-States, <=50K -47, Private,178341, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,46, United-States, >50K -25, Local-gov,244408, Bachelors,13, Never-married, Tech-support, Unmarried, Asian-Pac-Islander, Female,0,0,40, Vietnam, <=50K -31, Private,198953, Some-college,10, Separated, Adm-clerical, Unmarried, Black, Female,0,0,38, United-States, <=50K -28, Private,173110, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Private,66326, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,99, United-States, <=50K -30, Local-gov,181091, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -39, Self-emp-inc,135500, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,40, United-States, >50K -27, Private,133929, Bachelors,13, Never-married, Prof-specialty, Unmarried, White, Female,0,0,36,, <=50K -26, Private,86483, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -47, Private,167787, HS-grad,9, Never-married, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -27, Self-emp-not-inc,208577, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,2258,50, United-States, <=50K -43, Private,216697, Some-college,10, Married-civ-spouse, Protective-serv, Husband, Other, Male,0,0,32, United-States, <=50K -32, Local-gov,118457, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,55, United-States, <=50K -20, Private,298635, Some-college,10, Never-married, Sales, Own-child, Asian-Pac-Islander, Male,0,0,30, Philippines, <=50K -21, Local-gov,212780, 12th,8, Never-married, Handlers-cleaners, Unmarried, Black, Female,0,0,20, United-States, <=50K -32, Private,159187, Assoc-voc,11, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -37, Private,237995, Assoc-voc,11, Divorced, Machine-op-inspct, Not-in-family, Black, Male,0,0,48, United-States, <=50K -45, Private,160724, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,0,40, Vietnam, <=50K -37, Self-emp-inc,183800, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,1887,40, United-States, >50K -54,,185936, 9th,5, Divorced,, Not-in-family, White, Female,0,0,15, United-States, <=50K -24, Private,161198, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,25, United-States, <=50K -28,,113635, 11th,7, Never-married,, Not-in-family, White, Male,0,0,30, United-States, <=50K -23, Private,214542, Some-college,10, Never-married, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -54,,172991, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,203761, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -38, Private,161141, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, United-States, >50K -71, Private,180117, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,317396, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -52, Self-emp-not-inc,237868, Some-college,10, Never-married, Adm-clerical, Unmarried, White, Male,0,0,5, United-States, <=50K -30, Private,323069, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -34, Private,181091, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,7688,0,40, United-States, >50K -38, Private,309122, 10th,6, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -43, Federal-gov,105936, Assoc-voc,11, Never-married, Prof-specialty, Not-in-family, White, Female,13550,0,40, United-States, >50K -43, Private,40024, 11th,7, Never-married, Transport-moving, Not-in-family, White, Male,0,0,42, United-States, <=50K -36, Federal-gov,192443, Some-college,10, Never-married, Exec-managerial, Not-in-family, Black, Male,13550,0,40, United-States, >50K -24, State-gov,184216, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -29,,256211, 1st-4th,2, Never-married,, Own-child, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -55, Private,205422, 10th,6, Married-civ-spouse, Other-service, Wife, Black, Female,0,0,40, United-States, <=50K -51, Private,22211, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,60, United-States, >50K -43, Local-gov,196308, HS-grad,9, Divorced, Exec-managerial, Unmarried, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -28, Private,389713, HS-grad,9, Divorced, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, <=50K -54, Private,82566, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -47, Private,199058, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -47, Private,160440, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, >50K -47, Private,76034, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,57, United-States, >50K -38, Private,188503, Some-college,10, Never-married, Adm-clerical, Unmarried, White, Female,6497,0,35, United-States, <=50K -60, Self-emp-not-inc,92845, 5th-6th,3, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -19, Private,29083, HS-grad,9, Never-married, Sales, Own-child, Amer-Indian-Eskimo, Female,0,0,25, United-States, <=50K -22, Private,234474, Some-college,10, Never-married, Adm-clerical, Own-child, Black, Female,0,0,25, United-States, <=50K -55, Local-gov,107308, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -44, Private,111891, Some-college,10, Separated, Sales, Other-relative, Black, Female,0,0,35, United-States, <=50K -53, Self-emp-not-inc,145419, 1st-4th,2, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,67, Italy, >50K -44, Local-gov,193425, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,4386,0,40, United-States, >50K -28, Federal-gov,188278, Bachelors,13, Never-married, Protective-serv, Not-in-family, White, Male,0,0,50, United-States, <=50K -30, Local-gov,303485, Some-college,10, Never-married, Transport-moving, Unmarried, Black, Female,0,0,40, United-States, <=50K -39, Local-gov,67187, HS-grad,9, Never-married, Exec-managerial, Own-child, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -43, State-gov,114508, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -24, Private,204172, Bachelors,13, Never-married, Sales, Other-relative, White, Female,0,0,40, United-States, <=50K -27, Local-gov,162973, Assoc-voc,11, Never-married, Protective-serv, Not-in-family, White, Male,0,0,56, United-States, <=50K -64, Self-emp-not-inc,192695, 5th-6th,3, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,70, Canada, <=50K -41, Local-gov,89172, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, >50K -28, Private,163320, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -61, Private,128230, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,30, United-States, <=50K -27, Private,246440, 11th,7, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -49, Private,50567, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,32, United-States, <=50K -20, Private,117476, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,315834, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,1876,40, United-States, <=50K -28, Local-gov,214881, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,195516, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -44, Self-emp-not-inc,218653, Bachelors,13, Divorced, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -51, Private,87205, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, White, Female,7688,0,20, United-States, >50K -40, Private,164647, Some-college,10, Divorced, Prof-specialty, Unmarried, Black, Female,0,0,38, United-States, <=50K -19, Private,129151, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Female,0,0,40, United-States, <=50K -54, Private,319697, Some-college,10, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, <=50K -55, Self-emp-not-inc,193374, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -57, Private,167864, Assoc-voc,11, Widowed, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -29, Private,197932, Some-college,10, Separated, Priv-house-serv, Not-in-family, White, Female,0,0,30, Guatemala, <=50K -51, Private,102904, HS-grad,9, Divorced, Sales, Unmarried, White, Female,0,0,43, United-States, <=50K -44, Private,216907, HS-grad,9, Divorced, Other-service, Not-in-family, White, Male,0,0,37, United-States, <=50K -35, Local-gov,331395, Assoc-voc,11, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,42, United-States, <=50K -40, Private,171424, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -46, Private,35406, 7th-8th,4, Separated, Other-service, Not-in-family, White, Female,0,0,32, United-States, <=50K -25, Private,238964, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, >50K -33, Private,213002, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,1408,36, United-States, <=50K -32, Private,27882, Some-college,10, Never-married, Machine-op-inspct, Other-relative, White, Female,0,2205,40, Holand-Netherlands, <=50K -22, Private,340543, HS-grad,9, Never-married, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -39, Private,70240, Some-college,10, Married-civ-spouse, Sales, Wife, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -18, Self-emp-not-inc,87169, HS-grad,9, Never-married, Farming-fishing, Own-child, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -43, Private,253759, HS-grad,9, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,45, United-States, <=50K -46, Private,194431, HS-grad,9, Never-married, Tech-support, Other-relative, White, Male,0,0,40, United-States, <=50K -63, Private,137843, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,7298,0,48, United-States, >50K -40,,170649, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,8, United-States, <=50K -59, Private,182460, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -40, Local-gov,26929, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -23, Private,399022, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,35, United-States, <=50K -64,,50171, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,10, United-States, <=50K -36, Private,218490, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -48, Private,164423, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -43, Private,124436, Some-college,10, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -18, Private,60981, 10th,6, Never-married, Other-service, Own-child, White, Female,0,0,30, United-States, <=50K -17, Private,70868, 11th,7, Never-married, Craft-repair, Own-child, White, Male,0,0,16, United-States, <=50K -36, Private,150601, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50,, <=50K -53, Private,228500, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -36, State-gov,76767, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,39, United-States, <=50K -20, Private,218178, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -22, Private,615367, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,60, United-States, <=50K -34, Private,150324, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -39, Private,51264, 11th,7, Divorced, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -57, Private,197642, Some-college,10, Widowed, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -30, Private,229895, 10th,6, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -37, Private,167415, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -51, Private,166934, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -38, Private,305597, HS-grad,9, Never-married, Transport-moving, Unmarried, White, Male,0,0,40, United-States, <=50K -34, Private,301591, HS-grad,9, Never-married, Exec-managerial, Unmarried, White, Female,0,0,35, United-States, <=50K -47, Federal-gov,229646, HS-grad,9, Married-spouse-absent, Adm-clerical, Not-in-family, Black, Female,0,0,40, Puerto-Rico, <=50K -28, Self-emp-not-inc,51461, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,206600, 10th,6, Never-married, Other-service, Not-in-family, White, Male,0,0,24, Nicaragua, <=50K -25, Private,176836, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,60, United-States, <=50K -50, Private,204447, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,65, United-States, >50K -50, Private,33304, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -43, Private,174051, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, United-States, <=50K -27, Private,38918, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,1876,75, United-States, <=50K -32, Private,170017, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -44, Private,98466, 10th,6, Never-married, Farming-fishing, Unmarried, White, Male,0,0,35, United-States, <=50K -19, Private,188864, HS-grad,9, Never-married, Sales, Unmarried, Black, Female,0,0,20, United-States, <=50K -53, Self-emp-inc,137815, Some-college,10, Widowed, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, >50K -21, Private,43475, HS-grad,9, Never-married, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, <=50K -26, Private,557236, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -68, Private,32779, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,419,12, United-States, <=50K -31, Private,161765, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,2051,57, United-States, <=50K -32, Private,207668, Bachelors,13, Never-married, Exec-managerial, Other-relative, White, Male,0,2444,50, United-States, >50K -33, Private,171215, Masters,14, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -49,,52590, HS-grad,9, Never-married,, Not-in-family, Black, Male,0,0,40, United-States, <=50K -24, Private,183751, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,65, United-States, <=50K -30, Private,149507, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,42, United-States, <=50K -49, Private,98092, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -18, Private,123714, 11th,7, Never-married, Handlers-cleaners, Not-in-family, Black, Male,0,0,40, United-States, <=50K -30, State-gov,190385, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,37, United-States, <=50K -51, Private,334273, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -52, Private,343440, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -52, Private,208302, HS-grad,9, Divorced, Other-service, Other-relative, White, Male,0,0,30, United-States, <=50K -23, Local-gov,280164, HS-grad,9, Never-married, Other-service, Own-child, Black, Male,0,0,32, United-States, <=50K -23, Self-emp-not-inc,174714, 10th,6, Never-married, Craft-repair, Not-in-family, White, Male,0,0,60, United-States, <=50K -36, Private,184655, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,48, United-States, <=50K -19, Private,140459, 11th,7, Never-married, Craft-repair, Other-relative, White, Male,0,0,25, United-States, <=50K -53, Self-emp-not-inc,108815, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -17, Private,152652, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,25, United-States, <=50K -69, Private,269499, HS-grad,9, Widowed, Handlers-cleaners, Not-in-family, White, Female,0,0,8, United-States, <=50K -46, Local-gov,33373, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -33, Private,243674, HS-grad,9, Separated, Tech-support, Not-in-family, White, Male,0,0,46, United-States, <=50K -40, Private,225432, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, <=50K -56, Private,215839, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60,, <=50K -29, Local-gov,195520, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,70092, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,38, United-States, <=50K -22, Private,189888, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -28, Private,64307, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,94235, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,46, United-States, <=50K -35, Private,62333, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Private,260997, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, <=50K -17, Private,146268, 10th,6, Never-married, Other-service, Own-child, White, Female,0,0,10, United-States, <=50K -39, Private,147258, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -27, Self-emp-not-inc,207948, Some-college,10, Never-married, Other-service, Not-in-family, Black, Male,0,0,40, United-States, <=50K -50, Private,180607, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -56, Local-gov,104996, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -80, Self-emp-not-inc,562336, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,20, United-States, <=50K -38, Self-emp-not-inc,334366, Some-college,10, Married-civ-spouse, Farming-fishing, Wife, White, Female,0,0,15, United-States, <=50K -52, State-gov,142757, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, Black, Male,0,0,40, United-States, >50K -26, Local-gov,220656, Bachelors,13, Never-married, Prof-specialty, Own-child, Black, Male,0,0,38, England, <=50K -43, Private,96483, HS-grad,9, Divorced, Other-service, Own-child, Asian-Pac-Islander, Female,0,0,40, South, <=50K -45, Private,51744, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,42, United-States, <=50K -41, Self-emp-inc,114967, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,40, United-States, >50K -30, Private,393965, Assoc-acdm,12, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,25, United-States, <=50K -24, Private,41838, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,2407,0,40, United-States, <=50K -43, Local-gov,143046, Some-college,10, Divorced, Other-service, Unmarried, White, Female,0,0,20, United-States, <=50K -44, Private,209174, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,70, United-States, >50K -54, Private,183248, HS-grad,9, Divorced, Transport-moving, Not-in-family, Black, Male,0,0,40, United-States, <=50K -23, Private,102942, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,2258,40, United-States, >50K -33, Self-emp-not-inc,427474, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -18, Private,338632, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,16, United-States, <=50K -38, Private,89559, Some-college,10, Separated, Prof-specialty, Unmarried, White, Female,0,0,40, Germany, <=50K -41, Self-emp-not-inc,32533, Assoc-voc,11, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,45, United-States, <=50K -22,,255969, 12th,8, Never-married,, Not-in-family, White, Male,0,0,48, United-States, <=50K -66, Self-emp-inc,112376, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -70,,346053, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -58, Self-emp-not-inc,147653, 10th,6, Married-civ-spouse, Craft-repair, Wife, White, Female,0,1977,35,, >50K -60, Self-emp-not-inc,44915, Masters,14, Divorced, Prof-specialty, Unmarried, White, Female,0,0,10, United-States, <=50K -24, Local-gov,111450, 10th,6, Never-married, Craft-repair, Unmarried, Black, Male,0,0,65, Haiti, <=50K -61, Private,171429, 11th,7, Divorced, Other-service, Unmarried, White, Female,0,0,36, United-States, <=50K -35, Local-gov,190964, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -19, Private,109005, Some-college,10, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -52, Private,404453, HS-grad,9, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -38, Self-emp-not-inc,280169, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,7298,0,50, United-States, >50K -39, Self-emp-not-inc,163204, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -33, Self-emp-not-inc,192256, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -52, Private,181755, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -41, Private,183105, HS-grad,9, Separated, Machine-op-inspct, Unmarried, White, Female,0,0,44, Cuba, <=50K -37, Private,335168, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, <=50K -38, Local-gov,86643, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -27, Private,180262, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Private,127865, Masters,14, Never-married, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -38, Self-emp-not-inc,146042, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,3103,0,60, United-States, >50K -49, Self-emp-not-inc,102110, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,30, United-States, >50K -38, Private,152237, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,45,, >50K -22, Private,202745, HS-grad,9, Never-married, Machine-op-inspct, Other-relative, White, Male,0,0,55, United-States, <=50K -40, Federal-gov,199303, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -20, Private,266467, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -34, Federal-gov,345259, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,99, United-States, <=50K -24, Private,204935, Masters,14, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,56, United-States, <=50K -58, Federal-gov,244830, Bachelors,13, Separated, Prof-specialty, Not-in-family, White, Male,4787,0,40, United-States, >50K -24, Private,190457, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -43, Private,180138, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,45, United-States, <=50K -38, Private,166585, HS-grad,9, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -42, Private,29962, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,191129, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -18, Private,378707, 10th,6, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -37, Private,116358, HS-grad,9, Never-married, Craft-repair, Other-relative, Amer-Indian-Eskimo, Male,27828,0,48, United-States, >50K -48, Private,240629, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,65, United-States, <=50K -40, Private,233320, 7th-8th,4, Separated, Other-service, Not-in-family, White, Female,0,0,25, United-States, <=50K -50, Self-emp-inc,302708, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,7688,0,50, Japan, >50K -57, Private,29375, HS-grad,9, Separated, Sales, Not-in-family, Amer-Indian-Eskimo, Female,0,0,35, United-States, <=50K -36, Local-gov,137314, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,60, United-States, >50K -41, Private,140886, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -90, Private,226968, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -66, Private,151793, 7th-8th,4, Widowed, Other-service, Not-in-family, Black, Female,0,0,10, United-States, <=50K -34, Self-emp-not-inc,56460, HS-grad,9, Married-civ-spouse, Farming-fishing, Wife, White, Female,0,2179,12, United-States, <=50K -23, Private,72887, HS-grad,9, Never-married, Craft-repair, Own-child, Asian-Pac-Islander, Male,0,0,1, Vietnam, <=50K -35, Private,261646, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,55, United-States, <=50K -32, Private,178615, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,2407,0,40, United-States, <=50K -33, Private,295589, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Black, Male,0,0,50, United-States, >50K -32, Self-emp-inc,377836, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,56510, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -32, Self-emp-not-inc,337696, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -40, Private,183765, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -27, Self-emp-not-inc,107846, HS-grad,9, Never-married, Protective-serv, Not-in-family, White, Male,0,0,30, United-States, <=50K -34, Local-gov,22641, HS-grad,9, Never-married, Protective-serv, Not-in-family, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -35, Private,204590, Assoc-voc,11, Married-civ-spouse, Other-service, Wife, Black, Female,0,0,40, United-States, >50K -29, Private,114801, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,190591, HS-grad,9, Separated, Other-service, Unmarried, Black, Female,0,0,20, United-States, <=50K -33, State-gov,220066, Doctorate,16, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,48, United-States, >50K -22,,228480, HS-grad,9, Married-civ-spouse,, Own-child, White, Female,0,0,20, United-States, <=50K -52, Private,128378, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -20, Private,157595, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -18, Local-gov,152171, 11th,7, Never-married, Protective-serv, Own-child, White, Male,0,0,10, United-States, <=50K -63, Private,339755, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50,, >50K -49, Private,240841, 7th-8th,4, Divorced, Other-service, Unmarried, White, Female,0,0,35, United-States, <=50K -58, Private,94345, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -23, Self-emp-not-inc,289116, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,50, United-States, <=50K -59, Private,176647, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -49, Self-emp-not-inc,79627, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -23, Local-gov,210781, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,15, United-States, <=50K -17,,161981, 10th,6, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -20, Private,493443, 11th,7, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -36, Private,86459, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1887,50, United-States, >50K -64, Private,312242, Some-college,10, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,3, United-States, <=50K -34, Private,185408, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -63, Private,101077, Assoc-acdm,12, Married-spouse-absent, Adm-clerical, Other-relative, White, Female,0,0,35, United-States, <=50K -51, Private,147200, HS-grad,9, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -40, State-gov,166327, Some-college,10, Divorced, Adm-clerical, Not-in-family, Black, Female,0,0,35, United-States, <=50K -55, Private,178644, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, <=50K -35, Private,126675, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,46,, <=50K -30, Private,158420, Bachelors,13, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,25, United-States, <=50K -47,,83046, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,18, United-States, <=50K -29, Private,46609, 10th,6, Never-married, Craft-repair, Not-in-family, Black, Male,0,0,40,, <=50K -17,,170320, 11th,7, Never-married,, Own-child, White, Female,0,0,8, United-States, <=50K -32, Self-emp-not-inc,37232, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,45, United-States, >50K -55, Private,141877, Bachelors,13, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -47, Local-gov,81654, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,56, United-States, >50K -50, Private,177705, Bachelors,13, Divorced, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -42, Private,124792, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,7688,0,45, United-States, >50K -32, Self-emp-not-inc,129497, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, >50K -60, Private,114413, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,30, United-States, <=50K -53, Private,189511, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -58, Private,111625, Bachelors,13, Widowed, Exec-managerial, Unmarried, White, Male,8614,0,40, United-States, >50K -45, Private,246431, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,30, United-States, <=50K -31, Private,147654, HS-grad,9, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -32, Self-emp-not-inc,443546, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -37, Private,281751, Some-college,10, Divorced, Other-service, Unmarried, White, Female,0,0,30, United-States, <=50K -28, Private,263128, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,60, United-States, <=50K -26, Private,292692, 12th,8, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, Mexico, <=50K -47, Self-emp-inc,96798, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,80, United-States, >50K -34, Private,430554, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -42, Private,317078, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, Black, Male,0,0,40, United-States, <=50K -48, Private,108557, Bachelors,13, Married-civ-spouse, Tech-support, Wife, White, Female,99999,0,40, United-States, >50K -32, Private,207400, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -35, Private,187089, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,42, United-States, >50K -46, Local-gov,398986, Doctorate,16, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,1902,52, United-States, >50K -38, Private,238980, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -49,,407495, HS-grad,9, Married-spouse-absent,, Not-in-family, White, Male,0,0,70, United-States, <=50K -35, Private,183800, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -61,,226989, HS-grad,9, Divorced,, Not-in-family, White, Male,4865,0,40, United-States, <=50K -45, Private,287190, Assoc-acdm,12, Divorced, Adm-clerical, Unmarried, Black, Male,0,0,35, United-States, <=50K -31, Private,111363, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -52, Self-emp-inc,260938, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -20, Private,183594, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,50, United-States, <=50K -64,,49194, 11th,7, Married-civ-spouse,, Husband, White, Male,0,0,30, United-States, <=50K -20,,117618, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -24, Private,172496, Masters,14, Never-married, Tech-support, Not-in-family, White, Male,0,0,50, United-States, <=50K -29, Private,389713, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -23, Private,174413, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -34, State-gov,189843, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -54, Private,198546, Masters,14, Widowed, Adm-clerical, Unmarried, White, Female,0,0,38, United-States, <=50K -21, Private,82497, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -23, Private,193090, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,30, United-States, <=50K -79, Private,172220, 7th-8th,4, Widowed, Priv-house-serv, Not-in-family, White, Female,2964,0,30, United-States, <=50K -55, Private,208451, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -42,,234277, HS-grad,9, Married-spouse-absent,, Not-in-family, White, Male,0,0,35, United-States, <=50K -60, Private,163729, HS-grad,9, Divorced, Tech-support, Unmarried, White, Female,2597,0,40, United-States, <=50K -37, Private,434097, Assoc-acdm,12, Divorced, Craft-repair, Not-in-family, Black, Male,0,0,40, United-States, <=50K -47, Private,192053, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,1590,40, United-States, <=50K -20, State-gov,178628, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -53, Private,96827, Bachelors,13, Never-married, Other-service, Not-in-family, White, Male,0,0,40, Canada, <=50K -34, Private,154667, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,40, United-States, <=50K -43, Private,160246, Some-college,10, Divorced, Prof-specialty, Unmarried, Black, Female,0,0,40, United-States, <=50K -24, Self-emp-not-inc,166036, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -23, Private,186813, HS-grad,9, Never-married, Protective-serv, Own-child, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -29, Private,162312, Assoc-voc,11, Never-married, Machine-op-inspct, Not-in-family, Other, Male,0,0,40, United-States, <=50K -58, Private,183893, Some-college,10, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -55,,270228, Assoc-acdm,12, Married-civ-spouse,, Husband, Black, Male,7688,0,40, United-States, >50K -40, Private,111829, Masters,14, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -43, Federal-gov,175669, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -25, State-gov,104097, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -23, Local-gov,117618, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,24, United-States, <=50K -34, Self-emp-inc,202450, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -26, Private,109570, Some-college,10, Separated, Sales, Unmarried, White, Female,0,0,35, United-States, <=50K -60, Private,101096, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,65, United-States, >50K -39, Private,236391, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, >50K -21, Private,136975, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -45, Private,167523, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,2179,45, United-States, <=50K -33, Private,240979, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -26, Private,248612, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,70, United-States, >50K -39, Private,151023, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,114,0,45, United-States, <=50K -29, Private,236436, Assoc-acdm,12, Never-married, Prof-specialty, Not-in-family, White, Female,8614,0,40, United-States, >50K -29,,153167, Some-college,10, Never-married,, Own-child, Black, Female,0,0,40, United-States, <=50K -52, Private,61735, 11th,7, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,243165, Bachelors,13, Married-civ-spouse, Other-service, Husband, White, Male,0,0,30, United-States, >50K -24, Private,388885, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,48, United-States, <=50K -77, Self-emp-inc,84979, Doctorate,16, Married-civ-spouse, Farming-fishing, Husband, White, Male,20051,0,40, United-States, >50K -34, Self-emp-not-inc,87209, Masters,14, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -53, Self-emp-not-inc,168539, 9th,5, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,70, United-States, <=50K -31, Private,179013, HS-grad,9, Separated, Craft-repair, Not-in-family, Black, Male,0,0,40, United-States, <=50K -58, Private,196643, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,15, United-States, <=50K -50, Self-emp-not-inc,68898, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,7688,0,55, United-States, >50K -32, Private,156464, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -57, Private,35884, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -32, Private,182714, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,45, United-States, <=50K -77, Private,344425, 9th,5, Married-civ-spouse, Priv-house-serv, Wife, Black, Female,0,0,10, United-States, <=50K -37, Self-emp-not-inc,177277, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -51, Private,70767, HS-grad,9, Married-civ-spouse, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -33, Self-emp-not-inc,520078, Assoc-acdm,12, Divorced, Sales, Unmarried, Black, Male,0,0,60, United-States, <=50K -53, Local-gov,321770, HS-grad,9, Married-spouse-absent, Transport-moving, Other-relative, White, Female,0,0,35, United-States, <=50K -32, Private,158416, HS-grad,9, Divorced, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -30, Private,312667, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -19, Private,208656, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,594,0,20, United-States, <=50K -33, Private,31481, Bachelors,13, Married-spouse-absent, Other-service, Unmarried, White, Female,0,0,24, United-States, <=50K -31, Private,259531, Assoc-voc,11, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -28, Private,186239, Some-college,10, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -19, Private,162954, 12th,8, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -27, Private,249315, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -21, Private,308237, 5th-6th,3, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, Mexico, <=50K -24, Private,103064, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -46, Private,185847, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,54, United-States, <=50K -31, Private,168521, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -60, Private,198170, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -21, Private,353628, 10th,6, Separated, Sales, Unmarried, Black, Female,0,0,38, United-States, <=50K -38,,273285, 11th,7, Never-married,, Not-in-family, White, Female,0,0,32, United-States, <=50K -31, Private,272069, Assoc-voc,11, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -26, Private,22328, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -46, Private,309212, HS-grad,9, Divorced, Priv-house-serv, Not-in-family, White, Female,0,0,25, United-States, <=50K -25, Self-emp-inc,148888, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -23, Local-gov,324637, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,30, United-States, <=50K -53, Self-emp-inc,55139, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -42,,212206, Masters,14, Married-civ-spouse,, Wife, White, Female,0,1887,48, United-States, >50K -29, Private,119004, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,2179,40, United-States, <=50K -45, Private,252079, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -70, Private,315868, Bachelors,13, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -55, Self-emp-inc,392325, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,99999,0,60, United-States, >50K -40, State-gov,174283, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1887,50, United-States, >50K -17, Private,126832, 10th,6, Never-married, Other-service, Own-child, White, Male,0,0,30, United-States, <=50K -18, Private,126071, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -34, Private,265706, Masters,14, Never-married, Sales, Unmarried, White, Male,0,0,60, United-States, >50K -41, Private,282964, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -28, Private,328518, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -23, State-gov,283499, HS-grad,9, Never-married, Protective-serv, Own-child, White, Male,0,0,40, United-States, <=50K -32, Private,286675, Some-college,10, Never-married, Exec-managerial, Other-relative, White, Male,0,0,40, United-States, <=50K -56, Private,136472, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,48, United-States, <=50K -36, Private,132879, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Male,0,0,45, United-States, <=50K -26, Private,314798, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,50, United-States, <=50K -62, Private,143943, Bachelors,13, Widowed, Tech-support, Unmarried, White, Female,0,0,7, United-States, <=50K -35, Private,134367, Assoc-acdm,12, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -25, Local-gov,366796, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -28, Private,195573, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -21, Private,33616, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,25, United-States, <=50K -31, Private,164190, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,380281, Assoc-acdm,12, Never-married, Other-service, Own-child, White, Male,0,0,25, Columbia, <=50K -58, Self-emp-inc,190763, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -55, Local-gov,209535, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -54, Private,156003, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,55699, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,3908,0,40, United-States, <=50K -28, Private,183151, 11th,7, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,7688,0,40, United-States, >50K -40, Private,198790, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,30, United-States, <=50K -33, Self-emp-not-inc,272359, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,7298,0,80, United-States, >50K -27, Private,236481, Prof-school,15, Never-married, Prof-specialty, Not-in-family, Asian-Pac-Islander, Male,0,0,10, India, <=50K -55, Private,143266, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Male,0,0,25, United-States, <=50K -53, Private,192386, HS-grad,9, Separated, Transport-moving, Unmarried, White, Male,0,0,45, United-States, <=50K -23, Private,99543, 12th,8, Never-married, Transport-moving, Not-in-family, White, Male,0,0,46, United-States, <=50K -66, Private,169435, HS-grad,9, Widowed, Craft-repair, Not-in-family, White, Male,0,0,16, United-States, <=50K -34, Self-emp-not-inc,34572, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -39, Private,119272, 10th,6, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -21, Private,211601, Some-college,10, Never-married, Adm-clerical, Own-child, Black, Female,0,0,40, United-States, <=50K -26, Private,154785, Some-college,10, Married-spouse-absent, Adm-clerical, Own-child, Other, Female,0,0,35, United-States, <=50K -21, Private,213041, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, Cuba, <=50K -59, Private,229939, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -61, Private,175331, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,226443, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -22, Private,46561, Assoc-voc,11, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -47, Private,161311, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,30, United-States, <=50K -50, Private,98215, HS-grad,9, Divorced, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -67, Private,118363, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Female,0,2206,5, United-States, <=50K -59, Local-gov,181242, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,356238, Assoc-acdm,12, Never-married, Other-service, Not-in-family, White, Female,0,0,80, United-States, >50K -56, Self-emp-not-inc,39380, Some-college,10, Married-spouse-absent, Farming-fishing, Not-in-family, White, Female,27828,0,20, United-States, >50K -28, Private,315287, HS-grad,9, Never-married, Adm-clerical, Other-relative, Black, Male,0,0,40,, <=50K -34, Private,269723, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,2977,0,50, United-States, <=50K -63, Private,34098, 10th,6, Widowed, Farming-fishing, Unmarried, White, Female,0,0,56, United-States, <=50K -48, Private,50880, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Germany, <=50K -41, Federal-gov,356934, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,44, United-States, >50K -26, Private,276309, Some-college,10, Never-married, Handlers-cleaners, Own-child, Black, Female,0,0,20, United-States, <=50K -47, Private,175925, 10th,6, Married-civ-spouse, Sales, Husband, White, Male,0,2179,52, United-States, <=50K -29, Self-emp-not-inc,164607, Assoc-voc,11, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -30, Private,224462, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -19, Private,92863, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,20, United-States, <=50K -27, Private,179565, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,37, United-States, <=50K -59, Self-emp-not-inc,31137, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,70, United-States, <=50K -19, Private,199495, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -45, Private,175262, 9th,5, Married-civ-spouse, Handlers-cleaners, Husband, Asian-Pac-Islander, Male,0,0,40, India, <=50K -37, Private,220585, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -44, Local-gov,231793, Doctorate,16, Married-spouse-absent, Prof-specialty, Unmarried, White, Female,0,0,38, United-States, <=50K -34, Federal-gov,191342, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, Asian-Pac-Islander, Male,0,0,38, United-States, <=50K -30, Private,186420, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Female,0,0,35, United-States, <=50K -30, Private,328242, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,40, Hong, >50K -56, Private,279340, 11th,7, Separated, Other-service, Not-in-family, Black, Female,0,0,40, United-States, <=50K -19, Private,174478, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -37, Private,151771, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -45, Private,145636, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,43, United-States, >50K -21, Private,120326, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -34, Self-emp-not-inc,246439, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,45, United-States, <=50K -27, Private,144133, Bachelors,13, Married-civ-spouse, Exec-managerial, Other-relative, White, Male,0,0,50, United-States, <=50K -44, Local-gov,145522, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -33, Private,312055, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -32, Private,235847, Some-college,10, Never-married, Exec-managerial, Other-relative, White, Female,0,0,50, United-States, <=50K -37, Private,187748, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,396482, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,48, United-States, <=50K -49, Private,261688, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,5013,0,60, United-States, <=50K -20, Private,39477, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,30, United-States, <=50K -37, Private,143058, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,216867, 5th-6th,3, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, Mexico, <=50K -44, Private,230592, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Male,0,0,35, United-States, <=50K -30, Local-gov,40338, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -55, Local-gov,115457, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,374983, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,285419, 12th,8, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -19,,385901, Some-college,10, Never-married,, Own-child, White, Male,0,0,22, United-States, <=50K -45, State-gov,187581, Assoc-voc,11, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -38, Self-emp-inc,299036, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, >50K -42, Private,68729, Some-college,10, Never-married, Craft-repair, Not-in-family, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -27, Private,333990, Assoc-voc,11, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -20, Private,117767, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,25, United-States, <=50K -43, Private,184378, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,35, United-States, <=50K -21, Private,232591, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -33, Private,143851, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -36, Self-emp-not-inc,89622, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,80, United-States, >50K -34, Private,202498, 12th,8, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, Dominican-Republic, <=50K -72, Private,268861, 7th-8th,4, Widowed, Other-service, Not-in-family, White, Female,0,0,99,, <=50K -54, Private,343242, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,44, United-States, >50K -30, Private,460408, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -63, Private,205246, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, <=50K -36, Private,230329, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -25, Private,197871, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -72,,201375, Assoc-acdm,12, Widowed,, Not-in-family, White, Female,0,0,40, United-States, <=50K -55, Private,194290, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -44, Private,191814, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -41, Private,95168, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -20,,137876, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -47, Private,386136, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -71,,108390, Some-college,10, Married-civ-spouse,, Husband, White, Male,3432,0,20, United-States, <=50K -41, Private,152529, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, >50K -35, Private,214891, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Other, Male,0,0,40, Dominican-Republic, <=50K -18, Private,133654, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -23, Private,147548, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,30, United-States, <=50K -57, Private,73051, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -56, Self-emp-not-inc,60166, 1st-4th,2, Never-married, Exec-managerial, Not-in-family, Amer-Indian-Eskimo, Male,0,0,65, United-States, <=50K -25, Self-emp-inc,454934, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,35, United-States, <=50K -64,,338355, Assoc-voc,11, Married-civ-spouse,, Wife, White, Female,0,0,15, United-States, <=50K -35, Self-emp-not-inc,185621, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -61, Private,101500, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -36, State-gov,36397, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,55, United-States, <=50K -18, Private,276540, 12th,8, Never-married, Sales, Own-child, Black, Female,0,0,15, United-States, <=50K -21, Private,293968, Some-college,10, Married-spouse-absent, Sales, Own-child, Black, Female,0,0,20, United-States, <=50K -43,,35523, Assoc-acdm,12, Divorced,, Not-in-family, White, Female,0,0,35, United-States, <=50K -32, Local-gov,186993, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -52, Private,232132, 12th,8, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, >50K -48, Private,176917, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, <=50K -40, Private,105936, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -35, Private,105821, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,5178,0,40, United-States, >50K -22,,34506, Some-college,10, Separated,, Unmarried, White, Female,0,0,25, United-States, <=50K -42, Private,178074, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -60,,116961, 7th-8th,4, Widowed,, Unmarried, White, Female,0,0,20, United-States, <=50K -34, Private,191930, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, <=50K -27, Private,130807, Assoc-acdm,12, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -47, Self-emp-not-inc,94100, Bachelors,13, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,65, United-States, <=50K -65, Self-emp-not-inc,144822, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -61, Self-emp-inc,102191, Masters,14, Widowed, Exec-managerial, Unmarried, White, Female,0,0,99, United-States, <=50K -18, Private,90934, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,28, United-States, <=50K -49,,296892, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, Puerto-Rico, <=50K -48, Private,173243, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -26, Private,258768, Some-college,10, Never-married, Transport-moving, Not-in-family, Black, Male,2174,0,75, United-States, <=50K -30, Private,189759, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -68, Self-emp-not-inc,69249, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, >50K -23, Private,133061, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,80, United-States, <=50K -65, Self-emp-not-inc,175202, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,24, United-States, <=50K -32, Private,27051, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,44, United-States, <=50K -44, Private,60414, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -48, Local-gov,317360, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -24, Private,258298, Assoc-voc,11, Never-married, Tech-support, Not-in-family, White, Male,0,0,45, United-States, <=50K -58, Private,174040, Some-college,10, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K -32, Local-gov,177566, Some-college,10, Married-spouse-absent, Prof-specialty, Not-in-family, White, Male,0,0,50, Germany, <=50K -54, Private,162238, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, >50K -35, Private,87556, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,45, United-States, >50K -35, Private,144322, Assoc-acdm,12, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, <=50K -24, Private,190015, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -50, Private,183173, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,40, United-States, >50K -38, Self-emp-not-inc,151322, HS-grad,9, Separated, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -57, Local-gov,47392, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -38, Private,107125, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,60, United-States, <=50K -49, Private,265295, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -25, Private,189219, Bachelors,13, Never-married, Tech-support, Own-child, White, Female,0,0,16, United-States, <=50K -56, Private,147989, Some-college,10, Married-spouse-absent, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -32, Private,185732, 11th,7, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -22, Private,153516, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -23,,191910, Some-college,10, Never-married,, Other-relative, White, Male,0,0,40, United-States, <=50K -33, Private,216145, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,202872, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,12, United-States, <=50K -62, Self-emp-not-inc,39630, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,48, United-States, <=50K -24,,114292, 9th,5, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -26, Local-gov,206721, Bachelors,13, Never-married, Protective-serv, Own-child, White, Male,0,0,40, United-States, <=50K -46, Private,358585, Some-college,10, Divorced, Craft-repair, Unmarried, White, Male,0,0,40, United-States, >50K -33, Private,377283, Bachelors,13, Separated, Sales, Not-in-family, White, Female,0,0,50, United-States, >50K -65,,76043, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,1, United-States, >50K -65, Without-pay,172949, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,2414,0,20, United-States, <=50K -46, Private,110171, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,7688,0,40, United-States, >50K -43, Local-gov,223861, Assoc-voc,11, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -43, Private,163455, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -35, Private,183892, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -48, Private,47022, HS-grad,9, Widowed, Handlers-cleaners, Other-relative, White, Female,0,0,48, United-States, <=50K -55, Federal-gov,145401, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -45, Private,387074, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -56, Private,105363, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,4508,0,40, United-States, <=50K -59, Federal-gov,195467, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -56, Local-gov,170217, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,156807, HS-grad,9, Never-married, Other-service, Own-child, Black, Male,0,0,10, United-States, <=50K -26, Private,255193, 11th,7, Married-civ-spouse, Exec-managerial, Husband, White, Male,3411,0,40, United-States, <=50K -38, Private,273640, HS-grad,9, Never-married, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -27, Private,191177, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -48, Self-emp-inc,184787, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -37, State-gov,239409, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -63, Self-emp-not-inc,404547, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,30, United-States, <=50K -27, State-gov,23740, HS-grad,9, Never-married, Transport-moving, Not-in-family, Amer-Indian-Eskimo, Male,0,0,38, United-States, >50K -20, Private,382153, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,25, United-States, <=50K -26, Private,164488, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1887,40, United-States, >50K -21,,228424, 10th,6, Never-married,, Own-child, Black, Male,0,0,40, United-States, <=50K -51, Self-emp-not-inc,168539, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,189530, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -39, Private,89419, Assoc-voc,11, Divorced, Other-service, Not-in-family, Amer-Indian-Eskimo, Female,0,0,40, Columbia, <=50K -35, Private,224512, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, >50K -21,,314645, Some-college,10, Never-married,, Not-in-family, White, Female,0,0,43, United-States, <=50K -65, Private,85787, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -54, Local-gov,279881, Assoc-voc,11, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, <=50K -39, Private,194287, 7th-8th,4, Never-married, Other-service, Own-child, White, Male,0,1602,35, United-States, <=50K -24, Private,141040, Some-college,10, Never-married, Adm-clerical, Own-child, Black, Female,0,0,40, United-States, <=50K -36, Private,222294, Bachelors,13, Never-married, Exec-managerial, Not-in-family, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -70,,410980, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,10, United-States, >50K -52, Private,38795, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, >50K -64, Private,182979, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -43, Private,223277, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -44, Private,67065, Assoc-voc,11, Never-married, Priv-house-serv, Not-in-family, White, Male,594,0,25, United-States, <=50K -47, Federal-gov,160647, HS-grad,9, Separated, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -32, Private,45796, 12th,8, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,110597, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,30, United-States, <=50K -33, Private,166961, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,38, United-States, <=50K -52, Private,318975, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, Cuba, <=50K -49, Private,305657, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,120857, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,18, United-States, <=50K -62, Self-emp-not-inc,158712, HS-grad,9, Never-married, Other-service, Unmarried, White, Female,0,0,6, United-States, <=50K -44, Private,304530, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,55, United-States, <=50K -28, Local-gov,327533, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,3908,0,40, United-States, <=50K -68, Local-gov,233954, Masters,14, Widowed, Prof-specialty, Unmarried, Black, Female,0,0,40, United-States, >50K -40, Federal-gov,26880, Some-college,10, Never-married, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -46, Private,70754, 7th-8th,4, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,50, United-States, <=50K -22, Private,184665, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,40, United-States, <=50K -37, Self-emp-not-inc,245372, Bachelors,13, Divorced, Tech-support, Not-in-family, White, Male,0,0,15, United-States, <=50K -62, Private,252668, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,70, United-States, <=50K -37, Private,86551, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -35, Private,241998, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,4787,0,40, United-States, >50K -44, Private,106900, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,68, United-States, <=50K -41, Private,204235, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -36, Local-gov,127772, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Male,0,0,40, United-States, <=50K -26, Private,117217, Bachelors,13, Divorced, Other-service, Not-in-family, White, Female,0,0,45, United-States, <=50K -48, Federal-gov,215389, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, >50K -21, Private,198050, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,28, United-States, <=50K -39, Private,173476, Prof-school,15, Married-civ-spouse, Craft-repair, Husband, White, Male,7688,0,40, United-States, >50K -38, Private,217349, Assoc-voc,11, Divorced, Prof-specialty, Not-in-family, White, Female,14344,0,40, United-States, >50K -44, Private,377018, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -56, Private,99894, 10th,6, Married-civ-spouse, Sales, Wife, Asian-Pac-Islander, Female,0,0,30, Japan, >50K -25, Private,170786, 9th,5, Never-married, Transport-moving, Other-relative, White, Male,0,0,40, United-States, <=50K -32, Local-gov,250585, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, <=50K -47, Private,198769, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, >50K -26, Private,306513, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -31, Private,178623, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Black, Female,14084,0,60, United-States, >50K -23, Private,109307, Assoc-voc,11, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -41, Federal-gov,106982, Some-college,10, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, >50K -55, Self-emp-not-inc,396878, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,25, United-States, <=50K -23, Private,344278, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Female,0,0,25, United-States, <=50K -45, Private,203653, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, Black, Male,7298,0,40, United-States, >50K -42, Local-gov,227890, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1485,40, United-States, <=50K -29, Private,107812, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,15, United-States, <=50K -48, Private,185143, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,143068, Some-college,10, Divorced, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -52, Self-emp-inc,114758, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,15024,0,50, United-States, >50K -46, Private,266337, Assoc-voc,11, Divorced, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -34, Private,321787, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -27, State-gov,21306, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, Germany, <=50K -18, Private,271935, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,40, United-States, <=50K -18, Private,148952, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,24, United-States, <=50K -42, Private,196626, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -64,,108082, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,199439, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -20,,304076, 11th,7, Never-married,, Own-child, Black, Female,0,0,20, United-States, <=50K -52, Self-emp-inc,81436, Prof-school,15, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -44, Self-emp-inc,352971, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -53, Private,375134, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -36, Private,206521, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -27, Private,330466, Bachelors,13, Never-married, Tech-support, Other-relative, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -52, Private,208302, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,60, United-States, <=50K -60, Self-emp-not-inc,135285, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,171615, Assoc-acdm,12, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,45, United-States, >50K -64, Self-emp-not-inc,149698, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -25, Private,71351, 1st-4th,2, Never-married, Other-service, Other-relative, White, Male,0,0,25, El-Salvador, <=50K -63, Private,84737, 7th-8th,4, Married-civ-spouse, Other-service, Husband, Asian-Pac-Islander, Male,0,0,40, South, <=50K -54, Local-gov,375134, Assoc-voc,11, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -21, Private,207103, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -27, Private,199314, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, Poland, <=50K -63, Self-emp-not-inc,289741, Masters,14, Married-civ-spouse, Farming-fishing, Husband, White, Male,41310,0,50, United-States, <=50K -37, Private,240837, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -22, Private,283499, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,35, United-States, <=50K -54, Private,97778, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -54, Private,21698, 10th,6, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -60, Local-gov,232618, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -19, Private,175820, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,25, United-States, <=50K -25, Local-gov,63996, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -51, Local-gov,182985, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -47, Federal-gov,380127, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -44, Self-emp-not-inc,111483, 10th,6, Never-married, Craft-repair, Own-child, White, Male,0,0,50, United-States, <=50K -18,,31008, Some-college,10, Never-married,, Own-child, White, Female,0,0,30, United-States, <=50K -57, Private,96346, HS-grad,9, Widowed, Prof-specialty, Not-in-family, White, Female,0,0,57, United-States, <=50K -22, Private,317528, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,34, United-States, <=50K -36, State-gov,223020, Some-college,10, Divorced, Other-service, Unmarried, Black, Female,0,0,20, United-States, <=50K -33,,173998, HS-grad,9, Married-civ-spouse,, Wife, White, Female,0,1485,38, United-States, <=50K -39, Private,115076, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -49, Private,133969, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, Other, Male,0,0,50, United-States, >50K -41, Private,173858, HS-grad,9, Married-civ-spouse, Other-service, Husband, Asian-Pac-Islander, Male,0,0,40, China, <=50K -35, Private,193241, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,38, United-States, <=50K -40, Self-emp-inc,50644, Assoc-acdm,12, Divorced, Sales, Unmarried, White, Female,1506,0,40, United-States, <=50K -30, Private,178841, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -25, Private,177017, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,1504,37, United-States, <=50K -25, Private,253267, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,1902,36, United-States, >50K -37, Private,202027, Masters,14, Married-civ-spouse, Adm-clerical, Husband, White, Male,7688,0,50, United-States, >50K -53, Self-emp-not-inc,321865, Prof-school,15, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,60, United-States, >50K -34, Self-emp-not-inc,321709, Assoc-acdm,12, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,25, United-States, <=50K -22, Private,166371, HS-grad,9, Never-married, Other-service, Other-relative, White, Male,0,0,40,, <=50K -18, Private,210574, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -52,,92968, Masters,14, Married-civ-spouse,, Wife, White, Female,15024,0,40, United-States, >50K -45, Private,474617, HS-grad,9, Divorced, Sales, Unmarried, Black, Male,5455,0,40, United-States, <=50K -19, Private,264390, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,2001,40, United-States, <=50K -33, Self-emp-inc,144949, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,65, United-States, <=50K -45, State-gov,90803, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -43, State-gov,126701, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,35, United-States, >50K -40, Private,178417, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, <=50K -41, Self-emp-not-inc,197176, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,75, United-States, >50K -25, Private,182227, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1579,40, United-States, <=50K -22, Private,117606, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,32, United-States, <=50K -52, Private,349502, Some-college,10, Never-married, Adm-clerical, Unmarried, White, Male,0,0,45, United-States, <=50K -45, Federal-gov,81487, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, Puerto-Rico, >50K -32, State-gov,169583, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,70, United-States, <=50K -26, Private,485117, Bachelors,13, Never-married, Transport-moving, Own-child, White, Male,0,0,20, United-States, <=50K -24, Private,35603, Some-college,10, Divorced, Other-service, Not-in-family, Black, Male,0,0,40, United-States, <=50K -37, Private,175390, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -49, Private,184986, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -43, Local-gov,174395, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -35, Private,187711, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -37, Private,189878, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -17, Private,224073, 11th,7, Never-married, Sales, Own-child, White, Male,0,0,20, United-States, <=50K -48, Private,159726, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,55, United-States, >50K -40,,65545, Masters,14, Divorced,, Own-child, White, Female,0,0,55, United-States, <=50K -26, Private,456618, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,2597,0,40, United-States, <=50K -35, Private,202397, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,0,40, Philippines, >50K -21, Private,206681, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,15, United-States, <=50K -54, Private,222020, 10th,6, Divorced, Other-service, Not-in-family, White, Male,0,0,70, United-States, <=50K -40, Private,137304, Bachelors,13, Divorced, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -51, Private,141645, Some-college,10, Separated, Exec-managerial, Not-in-family, Black, Female,0,0,40, United-States, <=50K -60, Self-emp-not-inc,218085, HS-grad,9, Married-civ-spouse, Other-service, Wife, Black, Female,0,0,50, United-States, <=50K -22, Private,52596, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,8, United-States, <=50K -20, Private,197997, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -21, Private,191444, 11th,7, Never-married, Farming-fishing, Unmarried, White, Male,0,0,40, United-States, <=50K -21, Private,40767, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -43, Private,172577, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,44, United-States, <=50K -36, Private,241998, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -65, State-gov,215908, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,2174,40, United-States, >50K -48, Private,212120, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -37, Private,109133, Masters,14, Separated, Exec-managerial, Not-in-family, White, Male,27828,0,60, Iran, >50K -20, Private,224424, 12th,8, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -41, State-gov,214985, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -55, Self-emp-not-inc,147098, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -39, Local-gov,149833, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -41, Federal-gov,253770, Some-college,10, Married-civ-spouse, Transport-moving, Wife, White, Female,7298,0,40, United-States, >50K -80, Private,252466, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,24, United-States, <=50K -59, State-gov,132717, 10th,6, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -52, Private,138944, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -39, Private,280570, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,3103,0,50, United-States, >50K -56, Self-emp-not-inc,144380, Some-college,10, Married-spouse-absent, Prof-specialty, Not-in-family, Black, Male,0,0,50, United-States, <=50K -69, Local-gov,660461, HS-grad,9, Widowed, Adm-clerical, Not-in-family, Black, Female,0,0,20, United-States, <=50K -49, Private,177211, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -33, Private,197424, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,5013,0,40, United-States, <=50K -28, Self-emp-inc,31717, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -49, Private,296849, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -51, Local-gov,193720, HS-grad,9, Married-spouse-absent, Handlers-cleaners, Unmarried, White, Male,0,0,40, United-States, <=50K -42, Private,106698, Some-college,10, Divorced, Other-service, Unmarried, White, Female,0,0,32, United-States, <=50K -66, Private,214469, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,13, United-States, <=50K -44, Private,185798, Assoc-voc,11, Separated, Craft-repair, Other-relative, White, Male,0,0,48, United-States, >50K -26, Private,333108, HS-grad,9, Divorced, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -43, Private,35210, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -28, Private,140845, 10th,6, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,155,40, United-States, <=50K -25,,335376, Bachelors,13, Never-married,, Own-child, White, Female,0,0,30, United-States, <=50K -17, Private,170455, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,8, United-States, <=50K -52, Private,298215, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -34,,93834, HS-grad,9, Separated,, Own-child, White, Female,0,0,8, United-States, <=50K -24, Private,404416, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -41,,206916, Bachelors,13, Married-spouse-absent,, Not-in-family, White, Male,0,0,30, United-States, <=50K -65, Private,143175, Some-college,10, Widowed, Sales, Other-relative, White, Female,0,0,45, United-States, <=50K -36, Self-emp-not-inc,409189, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -19, Private,285750, HS-grad,9, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,30, United-States, <=50K -43, Private,235556, Some-college,10, Married-spouse-absent, Sales, Not-in-family, White, Male,0,0,45, Mexico, <=50K -39, Local-gov,170382, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,50, England, >50K -48, Private,195437, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -50, Local-gov,191130, Assoc-voc,11, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -21, Private,231160, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,25, United-States, <=50K -36, Private,47310, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Female,0,0,40, United-States, <=50K -33, Private,214635, HS-grad,9, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,36, Haiti, <=50K -50, Federal-gov,65160, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -49, State-gov,423222, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,99999,0,80, United-States, >50K -34, Private,263307, Bachelors,13, Never-married, Sales, Unmarried, Black, Male,0,0,45,, <=50K -70, Self-emp-inc,272896, Doctorate,16, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -39, Private,232854, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -44, Private,442035, Some-college,10, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -32, Private,127875, Bachelors,13, Married-civ-spouse, Tech-support, Wife, White, Female,0,0,40, United-States, >50K -40, Private,283724, 9th,5, Never-married, Craft-repair, Other-relative, Black, Male,0,0,49, United-States, <=50K -46, Private,403911, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,1902,40, United-States, >50K -21,,228649, Some-college,10, Never-married,, Own-child, White, Male,0,0,20, United-States, <=50K -40, Private,177027, Bachelors,13, Married-civ-spouse, Other-service, Wife, Asian-Pac-Islander, Female,7688,0,52, Japan, >50K -47, Private,249935, 11th,7, Divorced, Craft-repair, Own-child, White, Male,0,0,8, United-States, <=50K -19, Private,533147, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,30, United-States, <=50K -22, Private,137862, Some-college,10, Never-married, Adm-clerical, Other-relative, White, Female,0,0,16, United-States, <=50K -20, Private,249543, Some-college,10, Never-married, Protective-serv, Own-child, White, Female,0,0,16, United-States, <=50K -46, Local-gov,230979, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Female,4787,0,25, United-States, >50K -41, Private,137126, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,45, United-States, >50K -17, Private,147339, 10th,6, Never-married, Prof-specialty, Own-child, Other, Female,0,0,15, United-States, <=50K -41, Private,256647, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, <=50K -28, Private,111696, HS-grad,9, Separated, Craft-repair, Not-in-family, White, Male,0,1974,40, United-States, <=50K -20,,150084, Some-college,10, Never-married,, Own-child, White, Male,0,0,25, United-States, <=50K -24, Private,285457, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -33, Private,303867, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -44, Federal-gov,113597, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -26, Self-emp-not-inc,151626, HS-grad,9, Never-married, Prof-specialty, Own-child, Black, Female,0,0,40, United-States, <=50K -47, Self-emp-not-inc,26145, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -24, Private,176189, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -58, Federal-gov,497253, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,40, United-States, >50K -41, Private,41090, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,2002,60, United-States, <=50K -38, Self-emp-not-inc,282461, 7th-8th,4, Married-civ-spouse, Sales, Husband, White, Male,0,0,35, United-States, >50K -21, Private,225541, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -33, Private,203488, Some-college,10, Never-married, Exec-managerial, Own-child, White, Male,0,0,45, United-States, <=50K -23,,296613, Some-college,10, Never-married,, Own-child, White, Female,0,0,32, United-States, <=50K -40, Private,99373, 10th,6, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -47, Local-gov,109705, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -41, Private,144947, Bachelors,13, Divorced, Exec-managerial, Unmarried, Black, Female,0,0,40, United-States, <=50K -38, Private,617898, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -50, Private,38310, 7th-8th,4, Divorced, Other-service, Other-relative, White, Female,0,0,40, United-States, <=50K -45, Private,248993, HS-grad,9, Married-spouse-absent, Farming-fishing, Other-relative, Black, Male,0,0,40, United-States, <=50K -65,,149131, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,40, Italy, >50K -33, Private,69311, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -34, Federal-gov,143766, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -65, Private,213477, Masters,14, Divorced, Sales, Not-in-family, White, Male,0,0,28, United-States, <=50K -24, Private,275691, 11th,7, Never-married, Transport-moving, Own-child, White, Male,0,0,39, United-States, <=50K -26, Private,59367, Bachelors,13, Never-married, Machine-op-inspct, Other-relative, White, Male,0,0,40, United-States, <=50K -55, Private,35551, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -66, Private,236784, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,0,8, Cuba, <=50K -43, Local-gov,193755, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,315291, Bachelors,13, Never-married, Adm-clerical, Other-relative, Black, Female,0,0,40, United-States, <=50K -22, Private,290504, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,256240, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -69,,199591, Prof-school,15, Married-civ-spouse,, Wife, White, Female,0,0,25,, <=50K -27, Private,178709, Masters,14, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -48, Private,449354, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,4386,0,45, United-States, >50K -24, Private,187937, Bachelors,13, Never-married, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -18, Never-worked,157131, 11th,7, Never-married,, Own-child, White, Female,0,0,10, United-States, <=50K -53, Local-gov,188772, HS-grad,9, Widowed, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -26, Private,157617, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Poland, <=50K -60, Private,96099, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -21, Private,122322, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,60, United-States, <=50K -39, Private,409189, 5th-6th,3, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, Mexico, <=50K -45, Private,175925, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -76, Self-emp-not-inc,236878, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,30, United-States, <=50K -19, Private,216647, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -34, Private,300681, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,40, Jamaica, >50K -54, Private,327769, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -23, Private,194723, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -44, Local-gov,31251, 7th-8th,4, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -27, Private,212506, Some-college,10, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -23, Private,23037, 12th,8, Never-married, Handlers-cleaners, Own-child, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -37, Self-emp-not-inc,29054, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -41, Private,92733, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -21, State-gov,184678, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,35, United-States, <=50K -37, Federal-gov,32528, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, England, >50K -63, Private,125954, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,2174,0,40, United-States, <=50K -35, Private,73715, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -47, Private,209212, 9th,5, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,56,, <=50K -41, Private,287037, Some-college,10, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K -50, Self-emp-not-inc,64667, HS-grad,9, Divorced, Prof-specialty, Not-in-family, Asian-Pac-Islander, Female,0,0,60, Vietnam, <=50K -26, Self-emp-inc,366662, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,50, United-States, <=50K -36, Local-gov,113337, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,42, United-States, >50K -47, Private,387468, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, Scotland, >50K -51, Private,384248, Some-college,10, Divorced, Exec-managerial, Unmarried, Black, Female,0,0,50, United-States, <=50K -41, Private,332703, HS-grad,9, Divorced, Adm-clerical, Not-in-family, Other, Female,0,625,40, United-States, <=50K -40, Private,198873, Prof-school,15, Married-civ-spouse, Prof-specialty, Wife, White, Female,15024,0,30, United-States, >50K -32, Private,317809, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,4064,0,50, United-States, <=50K -37, Local-gov,160910, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,7298,0,40, United-States, >50K -40, Self-emp-inc,182629, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -56, Private,267652, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -50, Private,410186, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,365411, 9th,5, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,42, United-States, <=50K -28, Private,205337, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -19, Self-emp-not-inc,100999, 11th,7, Never-married, Adm-clerical, Own-child, White, Female,0,0,30, United-States, <=50K -44, Private,197462, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -42, Self-emp-not-inc,199143, Prof-school,15, Divorced, Prof-specialty, Unmarried, White, Female,7430,0,44, United-States, >50K -47, Private,191978, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -31, Private,50178, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -61, Private,72442, 11th,7, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, >50K -21, Private,248512, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -26, Private,178140, Bachelors,13, Married-civ-spouse, Other-service, Husband, White, Male,0,0,45, United-States, >50K -58, Private,354024, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -35, Private,143589, Bachelors,13, Married-spouse-absent, Prof-specialty, Not-in-family, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -35, Private,219902, Assoc-voc,11, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -29, Local-gov,419722, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Male,3674,0,40, United-States, <=50K -40, Private,154374, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,40, United-States, >50K -33, Private,132601, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, >50K -38, Self-emp-not-inc,29430, Some-college,10, Divorced, Machine-op-inspct, Unmarried, White, Male,0,0,40, United-States, <=50K -50, Self-emp-not-inc,30731, Assoc-voc,11, Never-married, Other-service, Not-in-family, White, Male,0,0,50, United-States, <=50K -66, Private,210825, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -36, Local-gov,251091, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -33, Private,219034, 11th,7, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -55, Federal-gov,35723, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -46, Private,358886, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,248708, Assoc-acdm,12, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -41,,77937, 12th,8, Divorced,, Not-in-family, White, Female,0,0,40, Canada, <=50K -30, Private,30063, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,32, United-States, <=50K -29, Private,253799, 12th,8, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,42, England, <=50K -60,,41553, Some-college,10, Widowed,, Not-in-family, Black, Female,0,0,40, United-States, <=50K -24, Private,59146, HS-grad,9, Separated, Sales, Unmarried, White, Female,0,0,48, United-States, <=50K -42, Self-emp-not-inc,343609, Some-college,10, Separated, Other-service, Unmarried, Black, Female,0,0,50, United-States, <=50K -26, Private,216010, HS-grad,9, Separated, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -37, Private,164526, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,150958, 5th-6th,3, Never-married, Farming-fishing, Unmarried, White, Male,0,0,48, Guatemala, <=50K -26, Private,244495, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, United-States, <=50K -23, Private,199336, Assoc-voc,11, Never-married, Craft-repair, Unmarried, White, Male,0,0,50, United-States, <=50K -60, Private,151369, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -49, Federal-gov,118701, HS-grad,9, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -46, Private,219611, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,184568, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -48, Self-emp-not-inc,246891, Prof-school,15, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -70, Self-emp-inc,243436, 9th,5, Divorced, Sales, Not-in-family, White, Male,0,0,45, United-States, <=50K -44, Local-gov,68318, Masters,14, Never-married, Prof-specialty, Own-child, White, Female,0,0,55, United-States, <=50K -58, Private,56331, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,190591, Assoc-acdm,12, Divorced, Exec-managerial, Not-in-family, Black, Female,0,0,40, Jamaica, <=50K -54, Private,140359, 7th-8th,4, Divorced, Machine-op-inspct, Unmarried, White, Female,0,3900,40, United-States, <=50K -42, Self-emp-inc,23510, Masters,14, Divorced, Exec-managerial, Unmarried, Asian-Pac-Islander, Male,0,2201,60, India, >50K -28, Private,122540, 10th,6, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -65, Private,212562, 11th,7, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,20, United-States, <=50K -35, Self-emp-not-inc,112497, HS-grad,9, Married-civ-spouse, Craft-repair, Other-relative, White, Male,0,0,35, Ireland, <=50K -82, Private,147729, 5th-6th,3, Widowed, Other-service, Unmarried, White, Male,0,0,20, United-States, <=50K -48, Self-emp-not-inc,296066, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, >50K -44, Private,148138, Doctorate,16, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,15024,0,40, Japan, >50K -68, Private,50351, Masters,14, Never-married, Adm-clerical, Not-in-family, White, Female,6360,0,20, United-States, <=50K -42, Private,306496, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,210029, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,2001,37, United-States, <=50K -54, Private,163894, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,0,0,40, United-States, <=50K -22, Private,113936, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -43, Self-emp-not-inc,316820, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,84, United-States, <=50K -17, Private,53367, 9th,5, Never-married, Other-service, Own-child, White, Female,0,0,35, United-States, <=50K -46, Self-emp-not-inc,95256, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,50, United-States, <=50K -59, Private,127728, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -37, Private,66686, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -70,,207627, HS-grad,9, Married-civ-spouse,, Husband, White, Male,2228,0,24, United-States, <=50K -57, Self-emp-inc,199768, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,1902,30, United-States, >50K -47,,186805, HS-grad,9, Married-civ-spouse,, Not-in-family, White, Female,0,0,35, United-States, <=50K -31, Private,154297, HS-grad,9, Never-married, Sales, Unmarried, Black, Female,0,0,24, United-States, <=50K -23, Private,103064, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -17, Private,93235, 12th,8, Never-married, Other-service, Own-child, White, Female,0,1721,25, United-States, <=50K -63, Private,440607, Preschool,1, Married-civ-spouse, Prof-specialty, Husband, Other, Male,0,0,30, Mexico, <=50K -44, Private,212894, Prof-school,15, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,55, United-States, >50K -30, Private,167990, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -23, Private,378460, Some-college,10, Never-married, Prof-specialty, Own-child, White, Male,0,0,20, United-States, <=50K -44, Private,151089, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1887,60, United-States, >50K -24, Private,153583, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -34, Private,114639, Some-college,10, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,20, United-States, <=50K -37, Private,344480, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,65, United-States, <=50K -24, Private,188300, 11th,7, Never-married, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -32, Private,105938, HS-grad,9, Divorced, Machine-op-inspct, Own-child, Black, Female,0,0,40, United-States, <=50K -42, Self-emp-not-inc,217826, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,25, Jamaica, <=50K -20, Private,379525, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,10, United-States, <=50K -34, State-gov,177331, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, Black, Male,4386,0,40, United-States, >50K -37, Private,127918, Some-college,10, Never-married, Transport-moving, Unmarried, White, Female,0,0,20, Puerto-Rico, <=50K -47, Federal-gov,27067, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -25, Private,250038, 9th,5, Never-married, Farming-fishing, Other-relative, White, Male,0,0,45, Mexico, <=50K -36, Self-emp-not-inc,36270, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,1977,65, United-States, >50K -60, Private,308608, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -64, Self-emp-inc,213574, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,2635,0,10, United-States, <=50K -32, Local-gov,235109, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -33, State-gov,374905, 10th,6, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -71, Private,118876, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,14, United-States, <=50K -55, Local-gov,223716, Some-college,10, Divorced, Exec-managerial, Not-in-family, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -85, Self-emp-not-inc,166027, HS-grad,9, Widowed, Sales, Not-in-family, White, Female,0,0,50, United-States, <=50K -57, Self-emp-not-inc,275943, 7th-8th,4, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40,, <=50K -39, Private,198654, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,2415,67, India, >50K -25, Private,109080, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,55, United-States, <=50K -58, Private,104333, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -57, Private,195876, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,390879, Assoc-voc,11, Divorced, Prof-specialty, Unmarried, White, Female,0,0,36, United-States, <=50K -19, Private,197748, 11th,7, Divorced, Sales, Unmarried, White, Female,0,0,20, United-States, <=50K -40, Private,442045, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -28, Private,44216, HS-grad,9, Never-married, Protective-serv, Unmarried, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -43, Federal-gov,114537, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -40,,253370, HS-grad,9, Married-civ-spouse,, Wife, White, Female,0,0,35, United-States, >50K -19, Private,274830, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,15, United-States, <=50K -24, Private,321763, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,38, United-States, <=50K -34, Private,213226, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,65, United-States, >50K -22, Private,167787, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -64, Self-emp-not-inc,352712, Assoc-voc,11, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,55, United-States, <=50K -55,,316027, 7th-8th,4, Married-civ-spouse,, Husband, White, Male,0,0,40,, <=50K -26, Private,213412, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -80, Private,202483, HS-grad,9, Married-spouse-absent, Adm-clerical, Not-in-family, White, Female,0,0,16, United-States, <=50K -79, Local-gov,146244, Doctorate,16, Widowed, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -58, Self-emp-not-inc,450544, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -43, Private,81243, Bachelors,13, Divorced, Tech-support, Not-in-family, White, Male,0,1876,40, United-States, <=50K -43, Private,195258, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -46, Private,57929, HS-grad,9, Divorced, Other-service, Not-in-family, White, Male,0,0,25, United-States, <=50K -35, Private,953588, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, >50K -51, Private,99064, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,5013,0,40, United-States, <=50K -52, Local-gov,194788, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Female,4787,0,60, United-States, >50K -43, Self-emp-inc,155293, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -68, Private,204082, Some-college,10, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,45, United-States, <=50K -34, State-gov,216283, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,45, United-States, >50K -37, Private,355856, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,0,40, Cambodia, >50K -22, Private,297380, HS-grad,9, Never-married, Sales, Own-child, Black, Female,0,0,40, United-States, <=50K -32, Private,425622, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,55, United-States, <=50K -65, Self-emp-not-inc,145628, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,115549, Some-college,10, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,60, United-States, <=50K -37, Private,245482, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Asian-Pac-Islander, Male,0,0,40,, <=50K -40, Self-emp-inc,142444, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,45, United-States, <=50K -40, Private,134026, 11th,7, Never-married, Other-service, Other-relative, White, Male,0,0,40, United-States, <=50K -52, Private,177366, HS-grad,9, Separated, Other-service, Other-relative, White, Female,0,0,20, United-States, <=50K -35, Private,38245, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -62, Self-emp-not-inc,215944, 5th-6th,3, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,30, United-States, <=50K -49, Private,115784, Assoc-voc,11, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,45, United-States, <=50K -49, Private,170165, HS-grad,9, Divorced, Machine-op-inspct, Other-relative, White, Female,0,0,55, United-States, <=50K -47, Private,355320, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,40, United-States, >50K -45, Private,116163, HS-grad,9, Separated, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -37, Private,405644, 1st-4th,2, Married-spouse-absent, Farming-fishing, Other-relative, White, Male,0,0,77, Mexico, <=50K -36, Local-gov,223433, Assoc-voc,11, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,53, United-States, >50K -36, Private,41624, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,70, Mexico, <=50K -44, Private,151089, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,50, United-States, >50K -51, State-gov,285747, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,60, United-States, >50K -25, State-gov,108542, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -28, Self-emp-not-inc,212318, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,55, United-States, <=50K -57, Private,173090, HS-grad,9, Widowed, Sales, Unmarried, White, Female,0,0,32, United-States, <=50K -46, Private,26781, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -59, Private,31782, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, >50K -28, Private,189241, 11th,7, Married-civ-spouse, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -25, Private,164229, HS-grad,9, Divorced, Other-service, Not-in-family, White, Male,2597,0,40, United-States, <=50K -35, Private,240467, HS-grad,9, Married-spouse-absent, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -27, Private,263614, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -29, Private,74500, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -43, Federal-gov,263502, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -38, Federal-gov,47707, HS-grad,9, Never-married, Adm-clerical, Own-child, Black, Female,0,0,40, United-States, <=50K -26, Private,231638, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -55,,389479, Masters,14, Married-civ-spouse,, Husband, White, Male,0,0,50, United-States, >50K -36, Private,111128, HS-grad,9, Separated, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -37, Private,152307, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -23,,280134, HS-grad,9, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -34, Private,609789, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,30,, <=50K -41, Private,184466, 11th,7, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,55, United-States, <=50K -44, Private,216411, Assoc-voc,11, Separated, Prof-specialty, Not-in-family, White, Female,0,0,40, Dominican-Republic, <=50K -48, Self-emp-not-inc,324173, Assoc-voc,11, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, <=50K -35, Local-gov,300681, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, Black, Male,7298,0,35, United-States, >50K -43, Local-gov,598995, Bachelors,13, Divorced, Prof-specialty, Unmarried, Black, Female,0,0,42, United-States, <=50K -57, Federal-gov,140711, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -44, Local-gov,262241, HS-grad,9, Married-civ-spouse, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -28, Private,308136, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -55, Private,148590, 10th,6, Widowed, Craft-repair, Unmarried, Black, Female,0,0,40, United-States, <=50K -52, Private,195635, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,2051,38, United-States, <=50K -30, Private,228406, HS-grad,9, Separated, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -31, Private,136398, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,50, Thailand, >50K -21,,305466, Some-college,10, Never-married,, Own-child, White, Male,0,0,70, United-States, <=50K -50, Self-emp-inc,175070, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -43, Self-emp-not-inc,34007, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,70, United-States, >50K -33, Private,121195, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, Other, Male,0,0,50, United-States, <=50K -23, Federal-gov,216853, Assoc-voc,11, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,25, United-States, <=50K -35, Private,81280, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,65, Yugoslavia, >50K -18, Private,212936, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,15, United-States, <=50K -21,,213055, Some-college,10, Never-married,, Unmarried, Other, Female,0,0,40, United-States, <=50K -33, Local-gov,220430, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, Black, Male,0,0,70, United-States, >50K -30, Federal-gov,73514, Bachelors,13, Never-married, Exec-managerial, Other-relative, Asian-Pac-Islander, Female,0,0,45, United-States, <=50K -21, Private,307371, Some-college,10, Never-married, Protective-serv, Own-child, White, Male,0,0,15, United-States, <=50K -36, Local-gov,380614, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,35, Germany, >50K -38, Private,119992, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,192002, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,60, Canada, >50K -24, Private,327518, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -24, Private,220323, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,40, United-States, <=50K -39, Private,421633, Some-college,10, Divorced, Protective-serv, Unmarried, Black, Female,0,0,30, United-States, <=50K -43, Private,154210, HS-grad,9, Married-civ-spouse, Other-service, Husband, Asian-Pac-Islander, Male,2829,0,60, China, <=50K -43, Self-emp-not-inc,35034, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,21, United-States, <=50K -62,,378239, Masters,14, Married-civ-spouse,, Husband, White, Male,0,0,2, United-States, >50K -30, State-gov,270218, Bachelors,13, Never-married, Adm-clerical, Own-child, Black, Female,0,0,40, United-States, <=50K -25, Private,254933, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -45, Private,61751, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,35, United-States, <=50K -22, Private,137876, Some-college,10, Never-married, Protective-serv, Not-in-family, White, Male,0,0,20, United-States, <=50K -73, Private,336007, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,2246,40, United-States, >50K -26, Private,222539, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -24, Private,233856, HS-grad,9, Never-married, Machine-op-inspct, Other-relative, Black, Male,0,0,45, United-States, <=50K -18, Private,198616, 12th,8, Never-married, Craft-repair, Own-child, White, Male,594,0,20, United-States, <=50K -35, Private,202027, Bachelors,13, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,7298,0,35, United-States, >50K -22, Private,203182, Some-college,10, Separated, Sales, Unmarried, White, Female,0,0,43, United-States, <=50K -28, Private,221317, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, Mexico, <=50K -38, Private,186934, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -68,,351402, Doctorate,16, Married-civ-spouse,, Husband, White, Male,0,0,70, United-States, <=50K -40, Local-gov,179580, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -32, Private,26803, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,84, United-States, >50K -42, Private,344624, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,1902,50, United-States, >50K -31, State-gov,59969, HS-grad,9, Married-civ-spouse, Adm-clerical, Other-relative, White, Female,0,0,35, United-States, <=50K -33, Private,162930, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, Italy, <=50K -54, Self-emp-not-inc,192654, Bachelors,13, Divorced, Transport-moving, Not-in-family, White, Male,0,0,65, United-States, <=50K -63, Private,117681, HS-grad,9, Divorced, Farming-fishing, Not-in-family, White, Male,0,0,25, United-States, <=50K -67, Self-emp-not-inc,179285, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,30, United-States, <=50K -47, Private,217161, HS-grad,9, Divorced, Other-service, Not-in-family, Black, Female,0,0,14, United-States, <=50K -67, Self-emp-inc,116517, Bachelors,13, Widowed, Other-service, Unmarried, White, Female,0,0,35, United-States, <=50K -33, Private,170336, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, Other, Female,0,0,19, United-States, <=50K -33, Local-gov,256529, HS-grad,9, Separated, Other-service, Own-child, White, Female,0,0,80, United-States, <=50K -25, Local-gov,227886, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,141706, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -35, Private,361888, Some-college,10, Divorced, Machine-op-inspct, Unmarried, White, Male,0,0,40, United-States, <=50K -54, Private,185407, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,7688,0,40, United-States, >50K -35, Self-emp-not-inc,176101, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,80, United-States, >50K -18, Private,216730, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,12, United-States, <=50K -54,,155755, HS-grad,9, Divorced,, Not-in-family, White, Female,4416,0,25, United-States, <=50K -30, Private,609789, 11th,7, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, Mexico, <=50K -29, Private,136017, 10th,6, Never-married, Craft-repair, Not-in-family, White, Male,0,0,48, United-States, <=50K -41, Private,58880, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,7688,0,10, United-States, >50K -40, Private,285787, Assoc-acdm,12, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -46, Private,173243, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,5178,0,40, United-States, >50K -39, Private,160916, Assoc-acdm,12, Married-civ-spouse, Tech-support, Wife, White, Female,0,0,45, United-States, <=50K -42, Private,227397, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -49, Self-emp-not-inc,111066, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -23, Private,189924, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -34, Private,31740, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -42, Self-emp-not-inc,120837, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,2042,48, United-States, <=50K -31, Private,172304, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -72,,166253, HS-grad,9, Married-civ-spouse,, Wife, White, Female,0,0,2, United-States, <=50K -31, Private,86492, Assoc-voc,11, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,30, United-States, >50K -90, Private,206667, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -27, Self-emp-not-inc,153546, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -18,,189041, HS-grad,9, Never-married,, Other-relative, White, Male,0,0,40, United-States, <=50K -30, Self-emp-not-inc,115932, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,99999,0,50, United-States, >50K -27, Local-gov,151626, HS-grad,9, Never-married, Prof-specialty, Own-child, Black, Female,0,0,40, United-States, <=50K -27, Self-emp-not-inc,37302, 11th,7, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -28, Private,109001, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -40, Private,195488, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,45, United-States, <=50K -43, Local-gov,216116, Masters,14, Separated, Prof-specialty, Unmarried, Black, Female,0,0,37, United-States, <=50K -26, Private,118497, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -48, Self-emp-not-inc,101233, Assoc-voc,11, Married-civ-spouse, Other-service, Wife, White, Female,0,0,15, United-States, <=50K -41, Private,349703, Assoc-acdm,12, Married-civ-spouse, Farming-fishing, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -32, Private,226883, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Germany, <=50K -23, Private,214635, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Private,169672, 11th,7, Married-civ-spouse, Sales, Husband, White, Male,0,0,65, United-States, <=50K -42, Private,71458, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -27, State-gov,142621, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,4101,0,40, United-States, <=50K -34, Private,125279, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,197303, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -46, Local-gov,148995, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,4787,0,45, United-States, >50K -34, Private,69251, Some-college,10, Married-civ-spouse, Other-service, Husband, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -39, Private,160123, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -33, Private,137310, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,40,, <=50K -25, Private,323229, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -45, Private,138626, Assoc-voc,11, Divorced, Exec-managerial, Not-in-family, White, Male,2174,0,50, United-States, <=50K -46, Private,102359, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -23, Private,151888, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,4650,0,50, Ireland, <=50K -37, Private,404661, Some-college,10, Never-married, Exec-managerial, Not-in-family, Black, Male,0,0,40, United-States, <=50K -39, Private,99146, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40,, >50K -38, Self-emp-not-inc,185325, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, >50K -35, Self-emp-not-inc,230268, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -49, Self-emp-inc,38819, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -37, Private,380614, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,13, United-States, >50K -45, Private,319637, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -71, Private,149040, 12th,8, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -44, Private,320984, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -19,,117201, Some-college,10, Never-married,, Own-child, White, Male,0,0,22, United-States, <=50K -38, Private,81965, Assoc-voc,11, Never-married, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -42, Local-gov,182302, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,53434, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -48, Private,216214, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -56, Self-emp-inc,24127, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,0,54, United-States, >50K -32, Federal-gov,115066, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -19, Private,120277, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -57, Self-emp-not-inc,134286, Some-college,10, Separated, Sales, Not-in-family, White, Male,0,0,35, United-States, <=50K -55, Private,26716, 10th,6, Never-married, Transport-moving, Not-in-family, White, Male,0,0,60, United-States, <=50K -48,,174533, 11th,7, Separated,, Unmarried, White, Male,0,0,40, United-States, <=50K -46, Self-emp-inc,175958, 12th,8, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45,, <=50K -36, Private,218948, 9th,5, Separated, Other-service, Unmarried, Black, Female,0,0,40,, <=50K -66, Private,117746, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -26, Private,206199, HS-grad,9, Never-married, Adm-clerical, Own-child, Black, Male,0,0,40, United-States, <=50K -58, Self-emp-inc,89922, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,40, United-States, >50K -62, Private,69867, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, >50K -31, Private,109020, Bachelors,13, Never-married, Prof-specialty, Unmarried, Other, Male,0,0,40, United-States, <=50K -77,,158847, Assoc-voc,11, Married-spouse-absent,, Not-in-family, White, Female,0,0,25, United-States, <=50K -25, Private,130302, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,156728, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,56, United-States, <=50K -33, Private,424719, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -51, Federal-gov,217647, Some-college,10, Divorced, Prof-specialty, Not-in-family, Black, Female,0,0,40, United-States, <=50K -20, Private,33087, Assoc-voc,11, Never-married, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -40, Federal-gov,241895, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,38455, 10th,6, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -41, Local-gov,81054, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Female,0,0,25, United-States, <=50K -44, Private,163215, 12th,8, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -35, Private,156728, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -35, Self-emp-not-inc,127930, HS-grad,9, Married-spouse-absent, Farming-fishing, Not-in-family, White, Male,0,0,60, United-States, <=50K -46, Federal-gov,227310, Some-college,10, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -24, Private,96844, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,17, United-States, <=50K -18, Private,245199, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -37, Private,46385, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -58, Private,186385, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,8, United-States, <=50K -55, Private,252714, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -68, Private,154897, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,30, United-States, <=50K -41, Private,320744, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -50, Private,138852, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,50, United-States, >50K -48, Private,102092, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -42,,32533, Some-college,10, Never-married,, Not-in-family, White, Male,0,0,45, United-States, <=50K -45, Private,278151, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -43, Private,338290, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,34378, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, <=50K -43, Private,91959, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -36, Private,265881, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -60, Private,276009, HS-grad,9, Married-civ-spouse, Other-service, Husband, Asian-Pac-Islander, Male,0,0,30, Philippines, <=50K -27, Private,193898, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -36, Private,139364, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -47, State-gov,306473, Assoc-acdm,12, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,37232, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,80, United-States, <=50K -19, State-gov,56424, 12th,8, Never-married, Transport-moving, Own-child, Black, Male,0,0,20, United-States, <=50K -33, Private,165235, Bachelors,13, Never-married, Other-service, Not-in-family, Asian-Pac-Islander, Female,0,0,35, Thailand, <=50K -34, Private,153326, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -33, Private,106976, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -57, Private,109015, Some-college,10, Divorced, Sales, Not-in-family, White, Female,0,0,48, United-States, <=50K -59, Private,154100, Masters,14, Never-married, Sales, Not-in-family, White, Female,27828,0,45, United-States, >50K -36, Private,183739, HS-grad,9, Married-civ-spouse, Craft-repair, Own-child, White, Female,0,2002,40, United-States, <=50K -60, Private,367695, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -33, Local-gov,156015, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,185132, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,45, United-States, <=50K -20, Self-emp-not-inc,188274, Some-college,10, Never-married, Prof-specialty, Own-child, White, Male,0,0,10, United-States, <=50K -28, Local-gov,50512, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,2202,0,50, United-States, <=50K -24, State-gov,147719, Masters,14, Never-married, Prof-specialty, Not-in-family, Asian-Pac-Islander, Male,0,0,20, India, <=50K -31, Private,414525, 12th,8, Never-married, Farming-fishing, Not-in-family, Black, Male,0,0,60, United-States, <=50K -38, Private,289148, HS-grad,9, Married-spouse-absent, Craft-repair, Unmarried, White, Female,0,0,40, United-States, <=50K -40, Private,176069, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,45, United-States, <=50K -55, State-gov,199713, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,15, United-States, <=50K -49, Private,297884, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,4064,0,50, United-States, <=50K -33, Private,204829, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,45, United-States, <=50K -52, Private,155433, 5th-6th,3, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,40,, <=50K -24, Local-gov,32950, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,35, United-States, <=50K -46, Private,233511, Bachelors,13, Divorced, Craft-repair, Not-in-family, White, Male,0,0,48, United-States, <=50K -20, Private,210781, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -50, Private,190762, 5th-6th,3, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, Mexico, <=50K -22, Private,83315, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Male,0,0,40, United-States, <=50K -32, Self-emp-inc,343872, Some-college,10, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,35, Haiti, <=50K -46, Private,185385, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,65, United-States, >50K -62,,302142, HS-grad,9, Married-civ-spouse,, Husband, White, Male,2961,0,30, United-States, <=50K -39, Private,80324, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,62, United-States, >50K -26, Private,357933, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,15, United-States, <=50K -20, Private,211293, Some-college,10, Never-married, Sales, Own-child, Black, Female,0,0,14, United-States, <=50K -37, Self-emp-inc,199265, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -40, Private,202872, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,24, United-States, <=50K -22, Private,195075, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,38, United-States, <=50K -32, Private,317378, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Female,10520,0,40, United-States, >50K -41, Private,187802, Some-college,10, Divorced, Tech-support, Not-in-family, White, Male,0,0,50, United-States, <=50K -24, Private,97212, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -40, Private,47902, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -37, State-gov,76767, Prof-school,15, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,39, United-States, >50K -42, Private,172297, Masters,14, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,1902,40, United-States, >50K -56, Private,274475, 9th,5, Widowed, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -20, Private,105244, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,50, United-States, <=50K -55, Local-gov,165695, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Male,0,0,40, United-States, <=50K -29, Private,253801, HS-grad,9, Never-married, Craft-repair, Other-relative, White, Male,0,0,40, United-States, <=50K -37, Private,305597, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -61, Self-emp-not-inc,352448, Bachelors,13, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -26, Private,242768, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,38, United-States, <=50K -49, Self-emp-inc,201080, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,55, United-States, <=50K -18, Local-gov,159032, 7th-8th,4, Never-married, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -30, Private,149568, 9th,5, Never-married, Farming-fishing, Other-relative, Black, Male,0,0,40, United-States, <=50K -24, Private,229553, HS-grad,9, Never-married, Other-service, Own-child, Black, Female,0,0,20,, <=50K -24, State-gov,155775, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,120074, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -37, Local-gov,257588, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -36, Private,177907, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,65, United-States, <=50K -40, Private,309311, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -44, Self-emp-not-inc,138975, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, <=50K -43, Self-emp-not-inc,187778, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,20, United-States, <=50K -19, Private,35865, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, White, Female,0,0,35, United-States, <=50K -50, Private,234373, Masters,14, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,1485,40, United-States, <=50K -17,,151141, 10th,6, Never-married,, Own-child, White, Male,0,0,30, United-States, <=50K -39, Private,144688, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, Black, Female,0,0,50, United-States, <=50K -43, Private,248094, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -43, Private,248094, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,213821, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, >50K -31, State-gov,55849, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -25, Private,121712, Bachelors,13, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Federal-gov,164552, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,1876,40, United-States, <=50K -55, Private,223127, 9th,5, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -55, Private,190514, 7th-8th,4, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,75, United-States, <=50K -29, Private,203797, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,40, United-States, <=50K -28, Private,378460, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,10520,0,60, United-States, >50K -30, Private,105908, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,232356, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,1672,55, United-States, <=50K -23, Private,210526, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -71, Private,193530, 11th,7, Never-married, Priv-house-serv, Not-in-family, White, Female,0,0,75, United-States, <=50K -22,,22966, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,6, United-States, <=50K -21, Private,43535, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -62,,72486, HS-grad,9, Married-civ-spouse,, Husband, Asian-Pac-Islander, Male,0,0,24, China, <=50K -22,,229997, Some-college,10, Married-spouse-absent,, Unmarried, Black, Female,0,0,40, United-States, <=50K -49, Private,183013, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,113364, Assoc-acdm,12, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,20, United-States, <=50K -27, Private,197380, Assoc-acdm,12, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -27, Private,298635, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,40, Hong, >50K -26, Private,213385, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,20, United-States, <=50K -30,,108464, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -17, Private,31007, 10th,6, Never-married, Other-service, Own-child, White, Female,0,0,30, United-States, <=50K -26, Private,35917, Some-college,10, Never-married, Transport-moving, Not-in-family, White, Male,0,0,50, United-States, <=50K -45, Private,99385, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, Canada, <=50K -50, Private,48358, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,7688,0,40, United-States, >50K -31, Private,241885, HS-grad,9, Never-married, Farming-fishing, Unmarried, White, Male,0,0,45, United-States, <=50K -51, Private,24344, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -56, Private,149686, 9th,5, Widowed, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -24, State-gov,154432, Bachelors,13, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,35, United-States, <=50K -29, Private,331875, 12th,8, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, Dominican-Republic, <=50K -26, Private,259585, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,24, United-States, <=50K -51, Private,104748, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -32, Local-gov,144949, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -47, State-gov,199512, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -30, Private,302438, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -41,,129155, 11th,7, Widowed,, Other-relative, Black, Female,0,0,40, United-States, <=50K -49, Federal-gov,115784, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,96509, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, >50K -62, Private,226733, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -43, Self-emp-inc,244945, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -76, Private,243768, 5th-6th,3, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,20, United-States, <=50K -40,,351161, Masters,14, Married-civ-spouse,, Husband, White, Male,0,0,60, United-States, >50K -35, Private,186934, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -27, Private,89813, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Female,0,0,40, United-States, <=50K -54, Self-emp-inc,129432, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,40, United-States, >50K -55, Self-emp-not-inc,184702, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,275291, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,12, United-States, <=50K -20, Private,258298, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,20, United-States, <=50K -39, Private,139743, HS-grad,9, Separated, Adm-clerical, Not-in-family, White, Female,0,0,20, United-States, <=50K -26, Private,102476, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,10520,0,64, United-States, >50K -20, Private,103840, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,42, United-States, <=50K -28, Private,274579, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -56, Federal-gov,156842, Some-college,10, Separated, Other-service, Not-in-family, Black, Male,0,0,40, United-States, <=50K -39, Private,101020, 12th,8, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -44, Federal-gov,68729, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, >50K -55, Private,141326, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -54, Self-emp-not-inc,168723, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,347166, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,13550,0,45, United-States, >50K -34, Local-gov,213722, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,57, United-States, >50K -42, Private,196797, HS-grad,9, Never-married, Transport-moving, Unmarried, Black, Female,0,0,38, United-States, <=50K -50, Self-emp-inc,207246, Some-college,10, Separated, Exec-managerial, Unmarried, White, Female,0,0,75, United-States, <=50K -34, Federal-gov,199934, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,40, United-States, >50K -23, Private,272185, Assoc-voc,11, Never-married, Craft-repair, Own-child, White, Male,0,0,33, United-States, <=50K -27,,190650, Bachelors,13, Never-married,, Unmarried, Asian-Pac-Islander, Male,0,0,25, Philippines, <=50K -81,,147097, Bachelors,13, Widowed,, Not-in-family, White, Male,0,0,5, United-States, <=50K -47, Private,266281, 11th,7, Never-married, Machine-op-inspct, Unmarried, Black, Female,6849,0,40, United-States, <=50K -57, Private,96779, 5th-6th,3, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -65,,117162, Assoc-voc,11, Married-civ-spouse,, Wife, White, Female,0,0,56, United-States, >50K -33, Private,188352, Masters,14, Never-married, Prof-specialty, Not-in-family, Black, Male,0,0,50, United-States, <=50K -37, Private,359131, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Female,0,0,48, United-States, <=50K -53, Private,198824, Bachelors,13, Never-married, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -27, State-gov,68393, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -47, Private,115613, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -42, Private,45363, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -39, Private,121590, Some-college,10, Never-married, Prof-specialty, Not-in-family, Black, Male,4787,0,40, United-States, >50K -58, Local-gov,292379, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,482732, HS-grad,9, Never-married, Adm-clerical, Other-relative, White, Male,0,0,24, United-States, <=50K -19, Private,198663, HS-grad,9, Never-married, Machine-op-inspct, Other-relative, White, Male,0,0,40, United-States, <=50K -39, Private,230329, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, <=50K -51, Private,29887, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,44, United-States, <=50K -52, Private,194259, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,40, Germany, <=50K -53, Private,126368, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,50, United-States, >50K -50, Private,108446, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,220696, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Private,32008, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Female,0,0,72, United-States, <=50K -30, Private,191777, Some-college,10, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40,, <=50K -50, Private,185846, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, >50K -76, Private,127016, 7th-8th,4, Widowed, Priv-house-serv, Not-in-family, White, Female,0,0,40, United-States, <=50K -46, Self-emp-not-inc,102308, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,2415,40, United-States, >50K -24, Private,157894, Some-college,10, Never-married, Handlers-cleaners, Own-child, Black, Male,0,0,40, United-States, <=50K -26, Private,345405, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,2885,0,40, United-States, <=50K -56, Self-emp-not-inc,94156, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,50, United-States, >50K -50, Private,145409, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,40, United-States, >50K -22, Private,190968, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,2407,0,40, United-States, <=50K -23, Local-gov,212803, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,35, United-States, <=50K -51, Private,168660, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -58, Private,234481, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,131461, 9th,5, Married-civ-spouse, Other-service, Wife, Black, Female,0,0,24, Haiti, <=50K -45, Private,408773, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -55, Self-emp-not-inc,126117, HS-grad,9, Widowed, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -45, Private,155489, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -42, Private,296749, Some-college,10, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,45, United-States, <=50K -44, State-gov,185832, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,46, United-States, >50K -60, Private,43235, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -27, Private,213152, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -25, Local-gov,334267, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -61,,253101, Bachelors,13, Divorced,, Not-in-family, White, Female,0,0,24, United-States, <=50K -43, Private,64631, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,50, United-States, >50K -44, Local-gov,193882, Assoc-voc,11, Never-married, Tech-support, Not-in-family, White, Male,0,1340,40, United-States, <=50K -63, Private,71800, 7th-8th,4, Widowed, Other-service, Not-in-family, White, Female,0,0,41, United-States, <=50K -46, Local-gov,170092, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,43, United-States, <=50K -47, Private,198223, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,359796, Some-college,10, Divorced, Sales, Not-in-family, Black, Male,0,0,40, United-States, <=50K -43, Private,110556, HS-grad,9, Separated, Exec-managerial, Unmarried, Black, Female,0,0,40, United-States, <=50K -46, Private,196858, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,35, United-States, >50K -48,,112860, 10th,6, Married-civ-spouse,, Wife, Black, Female,0,0,35, United-States, <=50K -61, Self-emp-not-inc,224784, Assoc-acdm,12, Married-spouse-absent, Exec-managerial, Not-in-family, White, Female,0,0,90, United-States, <=50K -53, Federal-gov,271544, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,1977,40, United-States, >50K -79,,142171, 7th-8th,4, Married-civ-spouse,, Husband, White, Male,1409,0,35, United-States, <=50K -44, Private,221172, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,30, United-States, <=50K -54, Private,256916, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -22, Private,157332, Some-college,10, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -47, Federal-gov,192894, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,50, United-States, >50K -18, Private,240183, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -25, Private,204338, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Mexico, <=50K -24, Private,122166, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, Iran, <=50K -37, Local-gov,397877, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -51, Private,115066, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,2547,40, United-States, >50K -35, Self-emp-not-inc,170174, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,7298,0,60, United-States, >50K -59, Private,171015, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,34, United-States, <=50K -46, Private,91262, Some-college,10, Married-spouse-absent, Craft-repair, Not-in-family, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -45, Local-gov,127678, Assoc-voc,11, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,60, United-States, >50K -19, Private,263338, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,15, United-States, <=50K -22, Private,129508, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,28, United-States, <=50K -41, Private,192107, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -33, Self-emp-not-inc,93930, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -26, Federal-gov,207537, HS-grad,9, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -22, Private,138542, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,35, United-States, <=50K -29, Self-emp-not-inc,116207, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,65, United-States, >50K -22, Private,198244, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,39, United-States, <=50K -34, Private,90614, Assoc-acdm,12, Married-civ-spouse, Tech-support, Husband, White, Male,0,2042,10, United-States, <=50K -23, Private,211160, 12th,8, Married-civ-spouse, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -20, Private,194630, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,3781,0,50, United-States, <=50K -25, Private,161478, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -59, Private,144071, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -44, Private,167005, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,4386,0,55, United-States, <=50K -55, Private,342121, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -77, Self-emp-not-inc,71676, Some-college,10, Widowed, Adm-clerical, Not-in-family, White, Female,0,1944,1, United-States, <=50K -42, Private,124692, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -47, Private,147236, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -42, Private,145175, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -45, Private,259323, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,154978, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, Guatemala, <=50K -60,,163946, 9th,5, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,127768, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -52, Private,98588, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -49, Private,192894, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -20, Private,194848, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -20, Private,34446, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,20, United-States, <=50K -23, Local-gov,177265, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,45, United-States, <=50K -30, Private,142977, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,65, United-States, <=50K -45, Private,241350, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,48, United-States, >50K -30, Private,154882, Prof-school,15, Widowed, Other-service, Not-in-family, White, Male,0,0,35, United-States, <=50K -17, Private,60562, 9th,5, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -22, Private,142566, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -25, Private,176162, Bachelors,13, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -52, Private,186303, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,55, Canada, >50K -40, Private,237671, Some-college,10, Married-civ-spouse, Tech-support, Wife, White, Female,0,0,40, United-States, >50K -18,,184416, 10th,6, Never-married,, Own-child, Black, Male,0,0,30, United-States, <=50K -58, Private,68624, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -30, Private,229504, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -59, Private,340591, 10th,6, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,3942,0,40, United-States, <=50K -29, Private,262208, Some-college,10, Never-married, Other-service, Not-in-family, Black, Female,0,0,30, Jamaica, <=50K -26, Private,236008, Assoc-voc,11, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -39, Local-gov,214284, Bachelors,13, Widowed, Prof-specialty, Unmarried, Asian-Pac-Islander, Female,0,0,10, Japan, <=50K -33, Private,169496, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -21,,205940, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -22, Private,195179, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,24, United-States, <=50K -25, Private,469697, Some-college,10, Married-civ-spouse, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -19,,140242, Some-college,10, Never-married,, Own-child, White, Female,0,0,20, United-States, <=50K -44, Private,214415, Some-college,10, Separated, Prof-specialty, Unmarried, Black, Female,0,0,40, United-States, <=50K -35, Private,452283, HS-grad,9, Divorced, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -40, Private,244172, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -19, Private,231972, 11th,7, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -37, Private,412296, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, Mexico, >50K -32, Private,30497, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -52, Self-emp-not-inc,189216, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,65, United-States, <=50K -36, Private,268292, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,41, United-States, <=50K -38, Private,69306, Some-college,10, Divorced, Craft-repair, Unmarried, White, Female,0,0,40, United-States, <=50K -57, State-gov,111224, Bachelors,13, Divorced, Machine-op-inspct, Not-in-family, Black, Male,0,0,39, United-States, <=50K -22, State-gov,309348, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,15, United-States, <=50K -80,,174995, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,8, Canada, <=50K -20, Private,210781, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,35, United-States, <=50K -40, Private,286750, 11th,7, Separated, Machine-op-inspct, Not-in-family, Black, Male,0,0,36, United-States, <=50K -36, Self-emp-not-inc,321274, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -27, Private,192936, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -52, Private,72743, HS-grad,9, Married-spouse-absent, Adm-clerical, Not-in-family, White, Female,0,0,50, United-States, <=50K -43, Private,187861, HS-grad,9, Separated, Transport-moving, Unmarried, White, Female,0,0,44, United-States, <=50K -35, Private,179579, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,663394, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, Black, Male,0,0,40, United-States, <=50K -27, Private,302422, Some-college,10, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -24,,154373, HS-grad,9, Married-civ-spouse,, Wife, White, Female,0,0,25, United-States, <=50K -49, Local-gov,37353, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -26, Self-emp-not-inc,109609, Some-college,10, Separated, Craft-repair, Not-in-family, White, Male,0,0,30, United-States, <=50K -47, Private,184402, HS-grad,9, Divorced, Other-service, Not-in-family, White, Male,0,0,32, United-States, <=50K -20, Private,224640, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -19, Private,405526, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -34, Private,36385, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,2258,50, United-States, <=50K -20, Private,147884, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -23, Private,164231, 11th,7, Separated, Prof-specialty, Own-child, White, Male,0,0,35, United-States, <=50K -25, Private,383306, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -21, Private,417668, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,36, United-States, <=50K -25, Private,161007, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -63, State-gov,99823, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,32, United-States, <=50K -25, Private,37379, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Female,0,0,50, United-States, <=50K -28, Private,148645, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,40, United-States, <=50K -39, Private,180477, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,60, United-States, >50K -28, Private,123147, Some-college,10, Never-married, Tech-support, Not-in-family, White, Female,4865,0,40, United-States, <=50K -30, Private,111415, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -41, Local-gov,107327, Assoc-voc,11, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -52, Local-gov,146565, Assoc-acdm,12, Divorced, Other-service, Not-in-family, White, Female,4865,0,30, United-States, <=50K -36, Private,267556, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,4064,0,40, United-States, <=50K -47, Private,284871, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1887,40, United-States, >50K -27, Private,194690, 9th,5, Never-married, Other-service, Own-child, White, Male,0,0,50, Mexico, <=50K -32, Federal-gov,145983, Some-college,10, Married-civ-spouse, Tech-support, Wife, White, Female,0,0,40, United-States, <=50K -52, Private,163998, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,99999,0,45, United-States, >50K -50, Private,128478, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,70, United-States, <=50K -21, Private,250647, Some-college,10, Never-married, Adm-clerical, Other-relative, White, Male,0,0,30, Nicaragua, <=50K -60, Private,226949, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,37, United-States, <=50K -47, Private,157901, 11th,7, Married-civ-spouse, Other-service, Husband, Amer-Indian-Eskimo, Male,0,0,36, United-States, <=50K -54, Self-emp-not-inc,33863, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, >50K -32, Local-gov,40444, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -61, Private,54373, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,52753, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,1504,40, United-States, <=50K -29, Self-emp-not-inc,104423, Some-college,10, Married-civ-spouse, Exec-managerial, Other-relative, White, Male,4386,0,45, United-States, >50K -36, Local-gov,305714, HS-grad,9, Never-married, Other-service, Unmarried, Black, Female,0,0,70, United-States, <=50K -38, Local-gov,167440, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,20, United-States, <=50K -59, Private,291529, 10th,6, Widowed, Machine-op-inspct, Not-in-family, White, Male,0,0,52, United-States, <=50K -43, Private,243380, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -19, Private,38619, 11th,7, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,10, United-States, <=50K -42, Private,230684, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,5013,0,40, United-States, <=50K -33, Private,132601, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -47, Private,193285, HS-grad,9, Married-civ-spouse, Other-service, Wife, Black, Female,5013,0,40, United-States, <=50K -51, Private,279156, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,40, United-States, >50K -28, Private,339372, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -61, Private,101265, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,43, United-States, <=50K -23, Private,117789, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,60, United-States, <=50K -31, Private,312667, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -38, Self-emp-not-inc,255503, 11th,7, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,55, United-States, <=50K -21, Private,221955, 9th,5, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,40, Mexico, <=50K -22, Private,139190, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,50, United-States, <=50K -35, Private,185556, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1887,40, United-States, >50K -53, Federal-gov,84278, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,48, United-States, >50K -40, Private,114580, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,24, United-States, >50K -36, Private,185405, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,50, United-States, >50K -33, Self-emp-not-inc,199539, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,65, United-States, <=50K -23, Private,346480, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,50, United-States, <=50K -51, Local-gov,349431, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,4386,0,40, United-States, >50K -31, Private,219619, HS-grad,9, Never-married, Sales, Other-relative, White, Male,0,0,48, United-States, <=50K -28, Local-gov,127491, HS-grad,9, Separated, Adm-clerical, Not-in-family, White, Female,5721,0,40, United-States, <=50K -26, Self-emp-not-inc,253899, Bachelors,13, Divorced, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -32, Private,155232, Bachelors,13, Divorced, Protective-serv, Not-in-family, Black, Male,0,0,60, United-States, >50K -43, Private,182437, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,45, United-States, >50K -19, Private,530454, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,50, United-States, <=50K -46, Private,101430, 11th,7, Divorced, Handlers-cleaners, Unmarried, Black, Female,0,0,40, United-States, <=50K -49, Local-gov,358668, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -31, Private,90668, 10th,6, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -45, Private,126141, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -41, Private,238355, 5th-6th,3, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, Mexico, <=50K -22, Private,194031, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,15, United-States, <=50K -25, Private,117833, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,1876,40, United-States, <=50K -46, Private,249686, Prof-school,15, Separated, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, >50K -44, Self-emp-not-inc,219591, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,221757, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,80625, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -54, Private,185407, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -34, Private,163110, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -34,,24504, HS-grad,9, Never-married,, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Private,159187, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,55, United-States, >50K -21, Private,100462, Assoc-voc,11, Never-married, Exec-managerial, Own-child, White, Female,2174,0,60, United-States, <=50K -27, Private,192936, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -29, Private,145011, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -60, Self-emp-inc,181196, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -36, Self-emp-not-inc,37778, Masters,14, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,70, United-States, <=50K -27, Private,60288, Masters,14, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -57, Self-emp-not-inc,84231, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,48, United-States, <=50K -24, Private,52028, 1st-4th,2, Married-civ-spouse, Other-service, Own-child, Asian-Pac-Islander, Female,0,0,5, Vietnam, <=50K -63, Private,318763, Some-college,10, Divorced, Craft-repair, Unmarried, White, Male,0,0,22, United-States, <=50K -29, Private,168138, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -34, Private,113530, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,321896, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -31, Private,145791, Assoc-voc,11, Divorced, Tech-support, Unmarried, White, Female,0,0,40, United-States, <=50K -31, Private,131425, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -55, Private,145214, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,4650,0,20, United-States, <=50K -64, Local-gov,142166, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,99, United-States, <=50K -20, Private,494784, HS-grad,9, Never-married, Sales, Other-relative, Black, Female,0,0,35, United-States, <=50K -44, Self-emp-not-inc,172479, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,15024,0,60, United-States, >50K -35, Private,184655, 11th,7, Divorced, Transport-moving, Not-in-family, White, Male,0,0,50, United-States, <=50K -41, Local-gov,26669, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Private,191479, Some-college,10, Divorced, Exec-managerial, Own-child, Black, Female,0,0,40, United-States, <=50K -21, Private,86625, Some-college,10, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40,, <=50K -64, State-gov,111795, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -42, Private,242564, 7th-8th,4, Never-married, Handlers-cleaners, Not-in-family, Black, Male,0,2205,40, United-States, <=50K -31, Private,364657, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, Germany, >50K -42, Self-emp-not-inc,436107, Assoc-acdm,12, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -35, Private,272476, Assoc-acdm,12, Married-civ-spouse, Other-service, Wife, White, Female,0,0,35, United-States, >50K -36, Federal-gov,47310, Some-college,10, Divorced, Exec-managerial, Unmarried, Black, Female,0,0,40, United-States, >50K -23, Private,283796, 12th,8, Never-married, Machine-op-inspct, Other-relative, White, Male,0,0,30, Mexico, <=50K -20, Private,161092, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,14, United-States, <=50K -26, Local-gov,265230, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Black, Female,0,0,40, United-States, <=50K -56, Federal-gov,61885, Bachelors,13, Never-married, Transport-moving, Not-in-family, Black, Male,0,2001,65, United-States, <=50K -40, Private,150471, Assoc-acdm,12, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -19, Private,183041, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,24, United-States, <=50K -33, Private,176673, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, Black, Female,0,0,40, United-States, <=50K -45, Federal-gov,235891, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, Columbia, <=50K -41, Private,163287, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,43, United-States, >50K -29, Private,164040, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -46, Local-gov,324561, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,45, United-States, >50K -48, Private,99127, Assoc-acdm,12, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, <=50K -38, Private,334999, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -29, Private,543477, Some-college,10, Never-married, Adm-clerical, Own-child, Black, Female,0,0,40, United-States, <=50K -35, Private,65876, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -59, Local-gov,105866, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, Black, Male,0,0,30, United-States, <=50K -27, Private,214858, HS-grad,9, Married-civ-spouse, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -43, Private,154076, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, >50K -70, Private,280307, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,20, Cuba, <=50K -30, Private,97723, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,45, United-States, <=50K -24, Private,233499, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -76, Local-gov,259612, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,15, United-States, <=50K -25, Private,236977, HS-grad,9, Separated, Craft-repair, Own-child, White, Male,0,0,40, Mexico, <=50K -39, Private,347814, Assoc-acdm,12, Never-married, Other-service, Own-child, White, Female,0,0,56, United-States, <=50K -36, Local-gov,197495, Bachelors,13, Divorced, Prof-specialty, Unmarried, Black, Female,0,0,40, United-States, <=50K -23, Private,227594, 12th,8, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,40, United-States, <=50K -60, Private,165441, 7th-8th,4, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -20,,337488, Some-college,10, Never-married,, Own-child, Black, Male,0,0,30, United-States, <=50K -54, Private,167552, 1st-4th,2, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, Haiti, >50K -20, Private,396722, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -22, Federal-gov,146538, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -24, Private,51973, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,20, United-States, <=50K -41, Private,144778, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,169672, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,240137, 5th-6th,3, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,55, Mexico, <=50K -54, State-gov,103179, Doctorate,16, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,50, United-States, >50K -17, Private,172050, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,16, United-States, <=50K -43, Private,178976, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -33, Private,176185, 12th,8, Divorced, Craft-repair, Not-in-family, White, Male,0,2258,42, United-States, <=50K -30, Private,158200, Prof-school,15, Never-married, Prof-specialty, Own-child, Asian-Pac-Islander, Female,0,0,40,, <=50K -38, Federal-gov,172571, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, >50K -54, Self-emp-not-inc,226735, HS-grad,9, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,45, United-States, <=50K -39, Private,148015, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, Black, Female,0,0,52, United-States, <=50K -32, Private,199529, Some-college,10, Separated, Tech-support, Not-in-family, Amer-Indian-Eskimo, Male,0,1980,40, United-States, <=50K -61, Local-gov,35001, 7th-8th,4, Married-civ-spouse, Adm-clerical, Husband, White, Male,2885,0,40, United-States, <=50K -24,,67586, Assoc-voc,11, Married-civ-spouse,, Wife, Black, Female,0,0,35, United-States, <=50K -22, Private,88126, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -34, Private,226296, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, >50K -18, Private,452452, 10th,6, Never-married, Priv-house-serv, Own-child, Black, Female,0,0,20, United-States, <=50K -20, Private,378546, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,25, United-States, <=50K -53, Federal-gov,186087, HS-grad,9, Divorced, Tech-support, Unmarried, White, Male,0,0,40, United-States, <=50K -32, Private,27856, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -68, Self-emp-not-inc,234859, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,30, United-States, <=50K -28, Private,71733, Some-college,10, Separated, Other-service, Unmarried, White, Female,0,0,15, United-States, <=50K -28, Private,207473, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, El-Salvador, <=50K -54, Private,179291, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,56, Haiti, >50K -21,,253190, Some-college,10, Never-married,, Own-child, White, Male,0,0,48, United-States, <=50K -52, Private,92968, Bachelors,13, Separated, Exec-managerial, Unmarried, White, Female,0,0,40,, <=50K -25, Private,209286, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,122889, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,50, India, >50K -33, Private,112358, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,32, United-States, <=50K -49, Private,176341, Bachelors,13, Never-married, Tech-support, Unmarried, Asian-Pac-Islander, Female,0,0,40, India, <=50K -58, Private,247276, 7th-8th,4, Widowed, Other-service, Not-in-family, Other, Female,0,0,30, United-States, <=50K -45, Private,276087, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,24, United-States, >50K -67, Private,257557, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, Black, Male,10566,0,40, United-States, <=50K -42, Local-gov,177937, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,50,, <=50K -69, Self-emp-inc,106395, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, >50K -61, Private,167138, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -34, Private,213887, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,185647, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -19, Private,143360, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,34, United-States, <=50K -31, Self-emp-not-inc,176862, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -32, Federal-gov,97614, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -76,,224680, Prof-school,15, Married-civ-spouse,, Husband, White, Male,0,1258,20, United-States, <=50K -53, Private,196763, Assoc-acdm,12, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,60, United-States, <=50K -46, Private,306183, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Female,0,0,37, United-States, <=50K -43, Self-emp-not-inc,343061, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,4508,0,40, Cuba, <=50K -48,,193047, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, >50K -39, Private,348521, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,2415,99, United-States, >50K -59, Private,195835, 7th-8th,4, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -19, Private,106273, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,38, United-States, <=50K -40, Private,222756, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -63, Self-emp-inc,110610, 10th,6, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -44,,191982, Some-college,10, Divorced,, Unmarried, White, Female,0,0,10, Poland, <=50K -46, Private,247286, Some-college,10, Divorced, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -22, Private,219042, 10th,6, Never-married, Machine-op-inspct, Unmarried, White, Male,0,0,40, United-States, <=50K -36, Private,224566, Assoc-acdm,12, Never-married, Prof-specialty, Not-in-family, White, Male,0,1669,45, United-States, <=50K -57, Private,204751, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -58, Private,113398, HS-grad,9, Never-married, Other-service, Other-relative, White, Male,0,0,25, United-States, <=50K -25,,170428, Bachelors,13, Never-married,, Not-in-family, Asian-Pac-Islander, Male,0,0,28, Taiwan, <=50K -59, Private,258579, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,3103,0,35, United-States, >50K -36, Private,162424, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -29, Private,263005, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, Germany, <=50K -49, Self-emp-inc,26502, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Male,6497,0,45, United-States, <=50K -42, Private,369131, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, >50K -43, Local-gov,114859, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,17, United-States, <=50K -46, Private,405309, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -43, Local-gov,323627, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,12, United-States, <=50K -40, Private,106698, Assoc-acdm,12, Divorced, Transport-moving, Unmarried, White, Female,0,0,40, United-States, <=50K -43, Private,51506, 12th,8, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -48, Private,117251, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,32, United-States, <=50K -26, Private,106705, HS-grad,9, Never-married, Handlers-cleaners, Own-child, Black, Male,0,0,28, United-States, <=50K -30, Private,217296, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,35, United-States, <=50K -58, Private,34788, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,1887,40, United-States, >50K -43, Private,143368, HS-grad,9, Divorced, Farming-fishing, Not-in-family, Black, Male,0,0,40, United-States, <=50K -53, Local-gov,86600, HS-grad,9, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,40, United-States, <=50K -74, State-gov,117017, Some-college,10, Separated, Sales, Not-in-family, White, Male,0,0,16, United-States, <=50K -64,,104756, Some-college,10, Widowed,, Unmarried, White, Female,0,0,8, United-States, <=50K -45, Private,55720, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -32, State-gov,481096, 5th-6th,3, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,10, United-States, <=50K -23,,281668, 10th,6, Never-married,, Own-child, Black, Female,0,0,40, United-States, <=50K -38, Private,186145, Some-college,10, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, United-States, >50K -42, Self-emp-not-inc,96524, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -24, Local-gov,187397, Some-college,10, Never-married, Protective-serv, Unmarried, Other, Male,1151,0,40, United-States, <=50K -63, Private,181153, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,35, United-States, <=50K -25, Local-gov,375170, Some-college,10, Never-married, Adm-clerical, Own-child, Black, Female,0,0,35, United-States, <=50K -37, Private,360743, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -28, Self-emp-not-inc,420054, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Italy, <=50K -31, Private,137681, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -46, Private,28419, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,50, United-States, >50K -44, Private,101214, Bachelors,13, Divorced, Sales, Unmarried, White, Male,0,0,44, United-States, >50K -42, Local-gov,213019, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, >50K -45, Private,207540, Doctorate,16, Separated, Exec-managerial, Unmarried, White, Male,0,0,40, United-States, >50K -52, Private,145333, Bachelors,13, Divorced, Sales, Not-in-family, White, Male,0,0,60, United-States, <=50K -40, Private,107306, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -26, Private,195327, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -55, Private,196126, Bachelors,13, Separated, Craft-repair, Not-in-family, White, Male,0,0,40,, <=50K -17, Private,175465, 10th,6, Never-married, Other-service, Own-child, White, Female,0,0,14, United-States, <=50K -27, Private,197905, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -71, Self-emp-inc,118119, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,20051,0,50, United-States, >50K -35, Private,172571, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -17, Private,25051, 10th,6, Never-married, Other-service, Own-child, White, Male,0,0,16, United-States, <=50K -26, Private,210714, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,52, United-States, >50K -22, Private,183083, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,35, United-States, <=50K -51, Private,99185, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -33, Private,283921, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -41, Local-gov,396467, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,50, United-States, >50K -50, Private,158680, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -26, Private,202091, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -21, Private,285127, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, Black, Female,0,0,40, United-States, <=50K -53, Private,218630, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -32, Self-emp-inc,99309, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -19, Private,165505, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -22, Private,122272, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,35, United-States, <=50K -58, Private,147707, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,60, United-States, >50K -47, Federal-gov,44257, Bachelors,13, Married-spouse-absent, Exec-managerial, Not-in-family, White, Male,0,0,60, United-States, >50K -51, Self-emp-inc,194995, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -42, State-gov,345969, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,48, United-States, >50K -28, Private,31842, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -29, Private,143582, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, Asian-Pac-Islander, Female,0,0,35, Vietnam, <=50K -50, Private,161438, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -22, Private,317019, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -47, Self-emp-not-inc,158451, Some-college,10, Divorced, Other-service, Not-in-family, White, Female,0,0,45, United-States, <=50K -60, Private,225883, Some-college,10, Widowed, Sales, Unmarried, White, Female,0,0,27, United-States, <=50K -46, Self-emp-not-inc,176319, HS-grad,9, Married-civ-spouse, Sales, Own-child, White, Female,7298,0,40, United-States, >50K -58, Self-emp-inc,258883, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -62, Private,26966, Some-college,10, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -47, Private,202812, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40,, >50K -59, Private,35411, HS-grad,9, Widowed, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -41, Private,190885, HS-grad,9, Separated, Other-service, Unmarried, White, Female,0,0,40, Mexico, <=50K -31, Private,182162, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,37, United-States, <=50K -18, Private,352640, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -64, Self-emp-not-inc,213945, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -51, Self-emp-not-inc,135102, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,65, United-States, <=50K -47, Self-emp-not-inc,102583, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,35, United-States, <=50K -68, Private,225612, Bachelors,13, Widowed, Sales, Not-in-family, White, Male,0,0,35, United-States, >50K -32, Private,241802, HS-grad,9, Married-civ-spouse, Other-service, Wife, Other, Female,0,0,40, United-States, <=50K -39, Private,347434, 9th,5, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,43, Mexico, <=50K -37, Private,305259, Assoc-acdm,12, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,48, United-States, <=50K -29, Private,140830, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -44, Private,291568, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, Other, Male,0,0,40, United-States, <=50K -46, Private,203067, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -40, Self-emp-not-inc,155106, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -19,,252752, HS-grad,9, Never-married,, Own-child, Black, Male,0,0,35, United-States, <=50K -65,,404601, HS-grad,9, Married-civ-spouse,, Husband, White, Male,2414,0,30, United-States, <=50K -52, Local-gov,100226, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -40, Private,63503, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -61, Private,95929, 9th,5, Divorced, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Private,187618, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -61, Self-emp-not-inc,92178, 11th,7, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,220362, Assoc-voc,11, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,84, United-States, >50K -32, Local-gov,209900, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,65, United-States, >50K -32, Private,272376, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -32, Self-emp-not-inc,173854, Bachelors,13, Divorced, Prof-specialty, Other-relative, White, Male,0,0,35, United-States, >50K -37, Private,278924, HS-grad,9, Divorced, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -53, Private,324568, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -51, Self-emp-inc,124963, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -29, Private,211299, Assoc-voc,11, Never-married, Sales, Not-in-family, Black, Male,0,0,45, United-States, <=50K -48, Private,192791, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -69, Private,182862, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,15831,0,40, United-States, >50K -28, Private,46868, Masters,14, Never-married, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -55, Local-gov,31365, Bachelors,13, Widowed, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, >50K -45, Private,148171, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,15024,0,40, United-States, >50K -18, Private,142647, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -60, Private,116230, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,108907, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, White, Male,0,0,40,, <=50K -19, Private,495982, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,10, United-States, <=50K -18, Private,334026, 11th,7, Never-married, Craft-repair, Own-child, White, Male,0,0,25, United-States, <=50K -33, Private,268571, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,213813, Some-college,10, Divorced, Tech-support, Unmarried, White, Female,0,0,40, United-States, <=50K -29, Private,241667, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,45, United-States, <=50K -37, Private,160920, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -50, Private,107265, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, >50K -19,,41609, Some-college,10, Never-married,, Own-child, White, Male,0,0,10, United-States, <=50K -28, Private,129460, 10th,6, Widowed, Adm-clerical, Unmarried, White, Female,0,2238,35, United-States, <=50K -43,,109912, Bachelors,13, Married-civ-spouse,, Wife, White, Female,0,0,7, United-States, >50K -23, Private,167424, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,35, United-States, <=50K -47, Private,270079, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,325923, Some-college,10, Never-married, Tech-support, Own-child, White, Male,0,0,35, United-States, <=50K -19, Private,194905, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,12, United-States, <=50K -47, Local-gov,183486, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,50, United-States, >50K -36, Federal-gov,153066, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -62, Self-emp-inc,56248, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,2415,60, United-States, >50K -65, Private,105252, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -46, Self-emp-not-inc,168195, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,45, United-States, >50K -35, Private,167735, 11th,7, Never-married, Craft-repair, Own-child, White, Male,6849,0,40, United-States, <=50K -50, Private,146310, 9th,5, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,256504, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,6, United-States, <=50K -17, Private,121425, 11th,7, Never-married, Adm-clerical, Own-child, White, Female,0,0,16, United-States, <=50K -33, Private,146440, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1740,40, United-States, <=50K -57,,155259, Some-college,10, Divorced,, Not-in-family, White, Female,0,0,40, United-States, <=50K -53, Self-emp-not-inc,98829, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -47, Self-emp-inc,239321, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -62, Self-emp-inc,134768, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,35, United-States, <=50K -35, Private,556902, HS-grad,9, Divorced, Other-service, Not-in-family, Black, Male,0,0,40, United-States, <=50K -27, Private,47907, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,43, United-States, <=50K -23, Private,114357, HS-grad,9, Never-married, Tech-support, Own-child, White, Male,0,0,50, United-States, <=50K -27, Private,189462, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,1504,45, United-States, <=50K -39, Private,90646, Assoc-voc,11, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -25, Private,232914, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, Black, Female,0,0,38, United-States, <=50K -24, Private,192201, Some-college,10, Never-married, Exec-managerial, Not-in-family, Black, Female,0,0,20, United-States, <=50K -23, Private,27776, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,137476, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,35, United-States, >50K -30, Private,100734, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,38, United-States, <=50K -34, Private,111746, HS-grad,9, Separated, Craft-repair, Not-in-family, White, Male,0,0,45, Portugal, <=50K -32, Private,184833, 10th,6, Separated, Craft-repair, Unmarried, White, Female,0,0,40, United-States, <=50K -18, Private,414721, 11th,7, Never-married, Other-service, Own-child, Black, Male,0,1602,23, United-States, <=50K -20, Private,151780, Assoc-voc,11, Never-married, Sales, Not-in-family, Black, Female,0,0,35, United-States, <=50K -38, State-gov,203628, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -18, Private,137363, 12th,8, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -41, Private,172307, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,273403, Assoc-voc,11, Never-married, Other-service, Not-in-family, White, Female,0,0,50, United-States, <=50K -36, State-gov,37931, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,48, United-States, >50K -61, Private,97030, Some-college,10, Divorced, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -30, Private,54608, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,48, United-States, <=50K -26, Private,108542, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -27, Private,253814, Bachelors,13, Married-civ-spouse, Tech-support, Wife, White, Female,0,0,40, United-States, >50K -45, Private,421412, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, >50K -47, Private,207140, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,38, United-States, <=50K -19, Private,138153, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,10, United-States, <=50K -29, Private,46987, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,55, United-States, <=50K -51, Self-emp-inc,183173, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,70, United-States, >50K -34, Local-gov,229531, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -42, Self-emp-not-inc,320744, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,3908,0,45, United-States, <=50K -26, Private,257405, 5th-6th,3, Never-married, Farming-fishing, Other-relative, Black, Male,0,0,40, Mexico, <=50K -20, State-gov,432052, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,15, United-States, <=50K -43, Private,397280, Assoc-acdm,12, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, >50K -20, Private,38001, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -27, Private,101618, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -46, Federal-gov,332727, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -39, Private,115215, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -33, Private,178449, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,49, United-States, <=50K -42, Private,185267, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,32, United-States, <=50K -23, Private,410439, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,25, United-States, <=50K -29, Private,85572, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,42, United-States, >50K -27, Private,83517, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,60, United-States, <=50K -43, Self-emp-not-inc,194726, HS-grad,9, Divorced, Craft-repair, Own-child, White, Male,0,0,35, United-States, <=50K -23, Private,322674, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -40, Local-gov,34540, Masters,14, Divorced, Prof-specialty, Unmarried, White, Female,0,0,44, United-States, <=50K -35, Local-gov,211073, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,61, United-States, >50K -30, Private,194901, HS-grad,9, Never-married, Sales, Other-relative, White, Male,0,0,40, United-States, <=50K -59, Private,117059, 11th,7, Married-civ-spouse, Transport-moving, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -65, Self-emp-not-inc,78875, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,2290,0,40, United-States, <=50K -28, Private,51461, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -79, Private,266119, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -43, Local-gov,92374, Masters,14, Married-civ-spouse, Prof-specialty, Wife, Black, Female,0,0,35, United-States, >50K -54, Private,175262, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,208249, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,62, United-States, <=50K -30, Private,196385, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,35, United-States, >50K -22,,110622, Bachelors,13, Never-married,, Own-child, Asian-Pac-Islander, Female,0,0,15, Taiwan, <=50K -34, Private,146980, HS-grad,9, Married-spouse-absent, Other-service, Unmarried, White, Female,0,0,65, United-States, <=50K -18, Private,112974, 11th,7, Never-married, Prof-specialty, Other-relative, White, Male,0,0,3, United-States, <=50K -40, Self-emp-not-inc,175943, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,1977,15, United-States, >50K -28, Private,163265, 9th,5, Married-civ-spouse, Sales, Husband, White, Male,4508,0,40, United-States, <=50K -18, Private,210932, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -46, Private,145290, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,198992, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,35, United-States, <=50K -77,,174887, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,6, United-States, <=50K -41, Federal-gov,36651, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1848,40, United-States, >50K -48, Private,190072, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, >50K -29, Private,49087, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -41, Private,126622, 11th,7, Divorced, Handlers-cleaners, Unmarried, White, Female,0,0,40, United-States, <=50K -41, Private,174189, 9th,5, Separated, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -34, Private,118605, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, <=50K -49, Self-emp-not-inc,377622, Assoc-acdm,12, Divorced, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -49, Private,157272, HS-grad,9, Separated, Sales, Unmarried, White, Male,0,0,50, United-States, <=50K -30, Private,78530, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -28, Private,190391, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -62, State-gov,162678, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,103980, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,52, United-States, <=50K -20, Private,293726, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -61, Private,98350, Preschool,1, Married-spouse-absent, Other-service, Not-in-family, Asian-Pac-Islander, Male,0,0,40, China, <=50K -30, Private,207668, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Male,0,0,60, Hungary, <=50K -29, Federal-gov,41013, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,55, United-States, <=50K -50, Private,188186, Masters,14, Divorced, Sales, Not-in-family, White, Female,0,1590,45, United-States, <=50K -44, Federal-gov,320071, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -25, Private,306908, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -62, Private,167652, Assoc-voc,11, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -57, Private,173580, Some-college,10, Widowed, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -35, Private,273612, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,45, United-States, <=50K -26, Private,195555, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -60, Private,186446, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,40, United-States, <=50K -22, Private,418405, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -62, Local-gov,41793, Masters,14, Separated, Prof-specialty, Not-in-family, White, Female,0,0,50,, <=50K -26, Private,183965, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -26, Private,354784, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,20, United-States, <=50K -44, Private,198096, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,7688,0,40, United-States, >50K -32, Private,732102, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -66, Self-emp-not-inc,97847, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -24, Private,196678, Preschool,1, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,30, United-States, <=50K -19, Private,320014, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,25, United-States, <=50K -54, Self-emp-inc,298215, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -37, Private,295127, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -38, Private,368140, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -37, Self-emp-not-inc,187411, Bachelors,13, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50,, <=50K -22,,121070, Some-college,10, Never-married,, Own-child, White, Male,0,0,35, United-States, <=50K -34, Private,212163, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,25, United-States, <=50K -35, Self-emp-not-inc,108198, HS-grad,9, Divorced, Craft-repair, Own-child, Amer-Indian-Eskimo, Male,0,0,15, United-States, <=50K -42, Federal-gov,294431, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -47, Federal-gov,202560, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, >50K -29, Self-emp-inc,266070, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,80, United-States, <=50K -34, Private,346122, HS-grad,9, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -38, Self-emp-inc,308686, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,70, United-States, >50K -62, Self-emp-inc,236096, HS-grad,9, Divorced, Exec-managerial, Not-in-family, Black, Male,0,0,40, United-States, <=50K -35, Private,187711, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,238959, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -47, Private,93557, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,329980, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,125010, Assoc-voc,11, Never-married, Priv-house-serv, Not-in-family, White, Female,0,0,30, United-States, <=50K -60, Self-emp-inc,90915, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -31, Private,289731, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -74,,33114, 10th,6, Married-civ-spouse,, Husband, Amer-Indian-Eskimo, Male,1797,0,30, United-States, <=50K -63, Private,206052, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,191385, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -44,,268804, HS-grad,9, Married-civ-spouse,, Husband, Black, Male,0,0,30, United-States, <=50K -40, Self-emp-inc,191429, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,40, United-States, >50K -35, Self-emp-not-inc,199753, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,60, United-States, <=50K -50, Local-gov,92486, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -18, Private,171088, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,10, United-States, <=50K -33, Private,112820, Assoc-voc,11, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -59, Self-emp-not-inc,32855, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,70, United-States, <=50K -17, Private,142964, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -47, Private,89146, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, >50K -51,,147015, Some-college,10, Divorced,, Not-in-family, Black, Male,0,0,50, United-States, <=50K -26, Private,291968, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -32, Local-gov,29235, Some-college,10, Married-civ-spouse, Protective-serv, Wife, White, Female,0,0,40, France, >50K -55, Private,238216, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -36, State-gov,323726, Some-college,10, Never-married, Tech-support, Unmarried, Black, Female,0,0,40, United-States, <=50K -54, Private,141663, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -19,,218471, HS-grad,9, Never-married,, Own-child, White, Female,0,1602,30, United-States, <=50K -32, Private,118551, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,45, United-States, >50K -52, Local-gov,35092, Doctorate,16, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -39, Private,139703, HS-grad,9, Married-spouse-absent, Sales, Unmarried, Black, Female,0,0,28, Jamaica, <=50K -39, Federal-gov,206190, HS-grad,9, Never-married, Exec-managerial, Unmarried, White, Female,0,0,45, United-States, <=50K -59, Self-emp-not-inc,178353, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -55, Federal-gov,169133, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Male,0,0,40, United-States, <=50K -54, Self-emp-not-inc,103179, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, >50K -31, Private,354464, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -19,,124651, 11th,7, Never-married,, Own-child, Black, Male,0,0,25, United-States, <=50K -30, Private,60426, HS-grad,9, Married-civ-spouse, Adm-clerical, Own-child, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -47, Federal-gov,98726, Bachelors,13, Married-spouse-absent, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -31, Private,133861, Assoc-acdm,12, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -32, Self-emp-not-inc,180303, Bachelors,13, Divorced, Craft-repair, Unmarried, Asian-Pac-Islander, Male,0,0,47, Iran, <=50K -33, Private,221324, Assoc-voc,11, Never-married, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -31, Private,325658, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -32, Private,210562, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -46, Private,152249, HS-grad,9, Married-spouse-absent, Other-service, Not-in-family, White, Male,0,0,35, Mexico, <=50K -29, Private,178649, HS-grad,9, Married-spouse-absent, Other-service, Not-in-family, White, Female,0,0,20, France, <=50K -41, State-gov,48997, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, <=50K -39, Private,243409, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -34, Private,162442, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,20, United-States, >50K -23, Private,203078, Bachelors,13, Never-married, Adm-clerical, Own-child, Black, Male,0,0,24, United-States, <=50K -53, Self-emp-inc,155983, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,65, United-States, >50K -45, Self-emp-not-inc,182677, HS-grad,9, Married-spouse-absent, Craft-repair, Not-in-family, Asian-Pac-Islander, Male,0,0,40, Thailand, <=50K -34,,170276, Bachelors,13, Married-civ-spouse,, Wife, White, Female,0,0,10, United-States, >50K -47, Private,105381, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -24,,256240, 7th-8th,4, Married-civ-spouse,, Own-child, White, Male,0,0,60, United-States, <=50K -42, Private,210275, Masters,14, Divorced, Tech-support, Unmarried, Black, Female,4687,0,35, United-States, >50K -53, Private,150980, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,3137,0,40, United-States, <=50K -38, Self-emp-inc,141584, HS-grad,9, Divorced, Sales, Unmarried, White, Male,0,0,55, United-States, <=50K -26, Private,113571, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,70, United-States, <=50K -18, Private,154089, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,20, United-States, <=50K -43, Private,50197, 10th,6, Separated, Other-service, Not-in-family, Black, Female,0,0,40, United-States, <=50K -26, Private,132572, Bachelors,13, Never-married, Adm-clerical, Own-child, Black, Female,0,0,32, United-States, <=50K -47, Private,238185, Bachelors,13, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -26, Private,112754, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,65, United-States, >50K -21,,357029, Some-college,10, Married-civ-spouse,, Wife, Black, Female,2105,0,20, United-States, <=50K -32, State-gov,213389, Some-college,10, Divorced, Protective-serv, Unmarried, White, Female,0,1726,38, United-States, <=50K -48, Self-emp-inc,287647, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,55, United-States, >50K -39, Private,150061, Masters,14, Divorced, Exec-managerial, Unmarried, Black, Female,15020,0,60, United-States, >50K -58, Self-emp-inc,143266, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -55, Self-emp-not-inc,68006, 7th-8th,4, Never-married, Other-service, Other-relative, White, Female,0,0,60, United-States, <=50K -40, Private,287079, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,55, United-States, <=50K -33, Private,223212, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -74, Self-emp-not-inc,173929, Doctorate,16, Married-spouse-absent, Prof-specialty, Not-in-family, White, Male,0,0,25, United-States, >50K -49, Self-emp-not-inc,182211, HS-grad,9, Widowed, Farming-fishing, Not-in-family, White, Male,0,0,55, United-States, <=50K -56, Self-emp-not-inc,62539, 11th,7, Widowed, Other-service, Unmarried, White, Female,0,0,65, Greece, >50K -29, Private,157612, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,14344,0,40, United-States, >50K -25, Private,305472, Assoc-acdm,12, Never-married, Machine-op-inspct, Own-child, Black, Male,0,0,48, United-States, <=50K -57, Private,548256, 12th,8, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,40, United-States, <=50K -29, Private,40295, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,112403, HS-grad,9, Never-married, Craft-repair, Unmarried, White, Male,2354,0,40, United-States, <=50K -59, Private,31137, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -30, Private,116138, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,27828,0,60, United-States, >50K -28,,127833, HS-grad,9, Never-married,, Unmarried, Black, Female,0,0,40, United-States, <=50K -19, Private,201743, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -40, Private,240027, Some-college,10, Never-married, Sales, Unmarried, Black, Female,0,0,45, United-States, <=50K -28, Private,129882, Some-college,10, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -48,,355890, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,55, United-States, >50K -20, Private,107658, Some-college,10, Never-married, Tech-support, Not-in-family, White, Female,0,0,10, Canada, <=50K -58, Private,136841, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,99999,0,35, United-States, >50K -19, Private,146679, Some-college,10, Never-married, Exec-managerial, Own-child, Black, Male,0,0,30, United-States, <=50K -75,,35724, HS-grad,9, Widowed,, Not-in-family, White, Female,0,0,8, United-States, <=50K -24, Federal-gov,42251, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,30, United-States, <=50K -31, Private,113838, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, <=50K -28, Self-emp-not-inc,282398, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,35, United-States, <=50K -41, Private,33331, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -23, Federal-gov,41031, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,35, United-States, <=50K -46, Private,155489, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,43, United-States, >50K -33, Private,53042, 12th,8, Never-married, Craft-repair, Own-child, Black, Male,0,0,40, United-States, <=50K -34, Private,174789, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,50, United-States, <=50K -47, Local-gov,203067, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -81, Private,177408, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,2377,26, United-States, >50K -45, Private,216626, HS-grad,9, Widowed, Machine-op-inspct, Unmarried, Other, Male,0,0,40, Columbia, <=50K -35, Private,93034, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, Asian-Pac-Islander, Male,0,0,40, Cambodia, <=50K -59, Self-emp-not-inc,188003, Bachelors,13, Widowed, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, >50K -46, Local-gov,65535, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,48, United-States, >50K -39, Private,366757, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, <=50K -23, Private,414545, Some-college,10, Never-married, Machine-op-inspct, Own-child, Black, Male,0,0,40, United-States, <=50K -25, Private,295919, Assoc-acdm,12, Never-married, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -37, Private,34378, 1st-4th,2, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -49, Self-emp-inc,58359, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,50, United-States, >50K -25, Private,476334, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,48, United-States, <=50K -32, Private,255424, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -34, Local-gov,175856, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -40, Private,124692, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -33, Private,118551, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -78,,292019, 7th-8th,4, Married-civ-spouse,, Husband, White, Male,0,0,20, United-States, <=50K -31, Private,288566, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,43, United-States, >50K -61, Private,137733, Some-college,10, Divorced, Other-service, Not-in-family, White, Male,0,0,25, United-States, <=50K -22, Private,39432, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,138537, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,0,40, Laos, <=50K -37, Private,709445, HS-grad,9, Separated, Craft-repair, Other-relative, Black, Male,0,0,40, United-States, <=50K -35, Private,194809, 11th,7, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -52, Self-emp-inc,89041, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,60, United-States, >50K -37,,299090, HS-grad,9, Divorced,, Not-in-family, White, Female,0,0,30, United-States, <=50K -18, Private,159561, 11th,7, Never-married, Transport-moving, Own-child, White, Male,0,0,20, United-States, <=50K -37, Private,236328, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, United-States, <=50K -46, Private,269045, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,40, United-States, >50K -25,,196627, 11th,7, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -47, Federal-gov,323798, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -55, Private,463072, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -32, Private,199655, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, Other, Female,0,1740,40,, <=50K -25, Self-emp-inc,98756, Some-college,10, Divorced, Adm-clerical, Own-child, White, Female,0,0,50, United-States, <=50K -50, State-gov,161075, HS-grad,9, Widowed, Tech-support, Unmarried, Black, Female,0,0,40, United-States, <=50K -18, Private,192485, 12th,8, Never-married, Handlers-cleaners, Own-child, Black, Male,0,0,20, United-States, <=50K -25, Private,201579, 9th,5, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, Mexico, <=50K -23, Private,117606, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -51,,177487, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -47, Self-emp-not-inc,237731, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,2829,0,65, United-States, <=50K -37, Private,60313, HS-grad,9, Never-married, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -37, Private,270059, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,25236,0,25, United-States, >50K -27, Private,169958, 5th-6th,3, Never-married, Craft-repair, Own-child, White, Male,0,0,40,, <=50K -19, Private,240686, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,25, United-States, <=50K -52, Local-gov,124793, 12th,8, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -25, Self-emp-not-inc,113948, Assoc-voc,11, Married-civ-spouse, Other-service, Wife, White, Female,0,0,45, United-States, <=50K -17,,241021, 12th,8, Never-married,, Own-child, Other, Female,0,0,40, United-States, <=50K -21, Private,147655, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -41, Self-emp-not-inc,38876, Assoc-voc,11, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -55, Private,117299, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,7688,0,40, United-States, >50K -20,,114813, 10th,6, Separated,, Unmarried, White, Female,0,0,40, United-States, <=50K -24, Private,136310, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -41, Federal-gov,153132, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,38, United-States, >50K -23, Private,197552, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,35, United-States, <=50K -33, Private,69748, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, <=50K -29, Private,175738, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,45, United-States, >50K -50, State-gov,78649, Some-college,10, Married-spouse-absent, Adm-clerical, Unmarried, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -37, Self-emp-inc,188774, 11th,7, Married-spouse-absent, Sales, Not-in-family, White, Male,0,0,60,, <=50K -48, Private,155659, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,7688,0,40, United-States, >50K -19, Federal-gov,215891, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,10, United-States, <=50K -40, Private,144928, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Private,33688, HS-grad,9, Never-married, Transport-moving, Unmarried, White, Female,0,1669,70, United-States, <=50K -65, Private,262446, 11th,7, Married-civ-spouse, Other-service, Husband, White, Male,0,0,20, United-States, <=50K -44, Federal-gov,191295, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,48, United-States, <=50K -32, Private,279173, Bachelors,13, Divorced, Sales, Not-in-family, White, Male,0,0,45, United-States, <=50K -41, Private,153031, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,65, United-States, >50K -28, Private,202239, 7th-8th,4, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, <=50K -44, Federal-gov,469454, Assoc-voc,11, Married-civ-spouse, Protective-serv, Husband, White, Male,7298,0,48, United-States, >50K -39, Local-gov,164156, Assoc-acdm,12, Divorced, Other-service, Unmarried, White, Female,0,0,55, United-States, <=50K -59, Private,196482, HS-grad,9, Widowed, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -31, Private,176185, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, France, >50K -34, Private,287315, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -20, Private,117210, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -33, Private,41610, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -52, Private,160703, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,65, United-States, >50K -31, Private,80511, Assoc-acdm,12, Divorced, Tech-support, Not-in-family, White, Female,0,0,44, United-States, <=50K -39, Private,219155, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,43, United-States, <=50K -35, Private,106347, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -37, Self-emp-not-inc,68899, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,2129,40, United-States, <=50K -44, Self-emp-not-inc,163985, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,32, United-States, >50K -28, Private,270887, Assoc-acdm,12, Never-married, Sales, Not-in-family, White, Male,0,0,65, United-States, <=50K -17, Private,205726, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,15, United-States, <=50K -23, Private,218899, Bachelors,13, Never-married, Sales, Own-child, White, Female,0,0,60, United-States, <=50K -35, Private,186183, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,15024,0,80, United-States, >50K -19, Private,248749, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,20, United-States, <=50K -30, Private,197558, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,176514, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -29,,116820, HS-grad,9, Never-married,, Own-child, White, Male,0,0,50, United-States, <=50K -27, Private,128730, Assoc-voc,11, Never-married, Exec-managerial, Not-in-family, White, Male,10520,0,65, Greece, >50K -37, Private,215503, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,4386,0,45, United-States, >50K -44, Private,226129, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -34, Private,175856, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,3103,0,55, United-States, >50K -43, Private,281138, HS-grad,9, Separated, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -41, Private,98061, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -34, Self-emp-not-inc,260560, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -23, Private,289909, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,45, United-States, <=50K -51, Private,59590, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,20, United-States, <=50K -24, Private,236769, Assoc-acdm,12, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -38, Self-emp-not-inc,423616, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,24, United-States, >50K -24, Private,291407, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, <=50K -53, Self-emp-inc,100029, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -33, Private,204494, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,56, United-States, >50K -24, Private,201680, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -45, Private,154308, Masters,14, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,40, United-States, >50K -31, Private,150324, 11th,7, Divorced, Farming-fishing, Not-in-family, White, Male,0,0,50, United-States, <=50K -38, Local-gov,331609, Some-college,10, Widowed, Transport-moving, Not-in-family, Black, Female,0,0,47, United-States, <=50K -28, Private,100829, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,50, United-States, >50K -38, Private,203169, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -25, Private,122075, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -29, Private,178778, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -29, Private,276345, HS-grad,9, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, <=50K -48, Private,233511, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, >50K -24, Private,289448, Assoc-voc,11, Never-married, Adm-clerical, Own-child, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -31, Private,173350, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -36, Private,130589, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,45, United-States, <=50K -62, Private,94318, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -25, Private,297531, Bachelors,13, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -55, Private,129762, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -21, Private,182614, Some-college,10, Never-married, Sales, Other-relative, White, Female,0,0,40, Poland, <=50K -60, Private,120067, 9th,5, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,45, United-States, <=50K -41, Private,182370, Assoc-acdm,12, Divorced, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -43, State-gov,60949, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,190511, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -47, Private,188195, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -50, Private,89534, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -41, Self-emp-inc,125831, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,1887,55, United-States, >50K -23, Private,183358, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, Puerto-Rico, <=50K -38,,75024, 7th-8th,4, Divorced,, Not-in-family, White, Female,0,0,40, United-States, <=50K -30, Private,251120, Assoc-acdm,12, Never-married, Sales, Not-in-family, White, Male,0,0,40, England, <=50K -35, Private,108946, HS-grad,9, Divorced, Tech-support, Unmarried, White, Female,0,0,40, United-States, <=50K -25, Private,93223, Some-college,10, Divorced, Prof-specialty, Unmarried, White, Female,0,0,35, United-States, <=50K -61, Private,147393, Prof-school,15, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,20, United-States, <=50K -71,,45801, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,70, United-States, <=50K -35, State-gov,225385, HS-grad,9, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -35, Federal-gov,23892, HS-grad,9, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -38, Private,179668, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, Scotland, <=50K -27, Self-emp-not-inc,404998, Assoc-voc,11, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -51, Private,68882, 1st-4th,2, Widowed, Other-service, Unmarried, White, Female,0,0,35, Portugal, <=50K -55, Self-emp-not-inc,194065, Assoc-acdm,12, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -45, Private,357540, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,2002,55, United-States, <=50K -33, Private,185336, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Wife, Black, Female,0,0,40, United-States, <=50K -25, State-gov,152503, Some-college,10, Never-married, Tech-support, Not-in-family, Black, Male,0,0,40, United-States, <=50K -52, Private,167794, Doctorate,16, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,38, United-States, >50K -46, Private,96552, Some-college,10, Divorced, Machine-op-inspct, Own-child, White, Female,0,0,17, United-States, <=50K -34, Private,169527, Some-college,10, Married-civ-spouse, Sales, Wife, White, Female,4386,0,20, United-States, <=50K -52, State-gov,254285, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -47, Private,32509, Some-college,10, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -46, Private,125492, Bachelors,13, Divorced, Prof-specialty, Not-in-family, Black, Female,0,0,40, United-States, <=50K -36, Self-emp-inc,186035, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -69,,168794, 7th-8th,4, Married-civ-spouse,, Husband, White, Male,0,0,48, United-States, <=50K -34, Private,191856, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,7298,0,40, United-States, >50K -36, Private,215503, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,65, United-States, <=50K -31, Private,187560, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,2174,0,40, United-States, <=50K -31, Self-emp-not-inc,252752, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,2415,40, United-States, >50K -38, Local-gov,210991, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1740,40, United-States, <=50K -57, Local-gov,190748, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Female,0,0,35, United-States, <=50K -24, Private,117767, Assoc-acdm,12, Never-married, Sales, Own-child, White, Male,0,0,20, United-States, <=50K -37, Private,301070, HS-grad,9, Divorced, Farming-fishing, Unmarried, White, Male,0,0,45, United-States, <=50K -69, Self-emp-not-inc,204645, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,9386,0,72, United-States, >50K -39, Private,186183, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -38, Private,131808, Assoc-voc,11, Divorced, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -34, State-gov,156292, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, Black, Male,0,0,40, United-States, <=50K -21, Private,124589, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -21, Private,262819, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,20, United-States, <=50K -61, Private,95500, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,241306, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,45, United-States, <=50K -29, Private,238680, Some-college,10, Never-married, Sales, Not-in-family, Black, Male,0,0,55, Outlying-US(Guam-USVI-etc), <=50K -18,,42293, 10th,6, Never-married,, Own-child, White, Female,0,0,30, United-States, <=50K -41, Local-gov,168071, HS-grad,9, Divorced, Exec-managerial, Own-child, White, Male,0,0,45, United-States, <=50K -42, Private,337629, 12th,8, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,60,, >50K -52, Private,168001, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, >50K -38, Private,97759, 12th,8, Never-married, Other-service, Unmarried, White, Female,0,0,17, United-States, <=50K -51, Self-emp-not-inc,107096, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -55, Private,76860, HS-grad,9, Married-civ-spouse, Other-service, Other-relative, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -20, Private,70076, Some-college,10, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,40, United-States, <=50K -23, Private,312017, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -24, Private,174138, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -48, Private,125892, Bachelors,13, Divorced, Exec-managerial, Other-relative, White, Male,0,0,40, United-States, <=50K -22, Private,210474, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -22, State-gov,157332, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,15, United-States, <=50K -28, Private,30771, Some-college,10, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -28, Private,319768, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, France, >50K -34, Private,209101, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,5178,0,55, United-States, >50K -25, Private,324609, HS-grad,9, Never-married, Adm-clerical, Not-in-family, Black, Male,0,0,40, United-States, <=50K -48, Private,268234, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -32, Local-gov,178109, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,43, United-States, <=50K -31, Private,25955, 9th,5, Never-married, Craft-repair, Own-child, Amer-Indian-Eskimo, Male,0,0,35, United-States, <=50K -65,,123484, HS-grad,9, Widowed,, Other-relative, White, Female,0,0,25, United-States, <=50K -56, Local-gov,129762, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,35, United-States, <=50K -22, Self-emp-not-inc,108506, Assoc-voc,11, Never-married, Farming-fishing, Not-in-family, Amer-Indian-Eskimo, Male,0,0,75, United-States, <=50K -27, Private,241607, Bachelors,13, Never-married, Tech-support, Other-relative, White, Male,0,0,50, United-States, <=50K -27, Federal-gov,214385, HS-grad,9, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -30, Local-gov,183000, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, <=50K -33, Private,290763, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -50, Private,171924, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,43, United-States, >50K -19, Private,97189, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,22, United-States, <=50K -42, Private,195096, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,4064,0,40, United-States, <=50K -37, Federal-gov,329088, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,40, United-States, <=50K -26, Private,58371, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -32,,256371, 12th,8, Never-married,, Own-child, Black, Female,0,0,40, United-States, <=50K -43, Private,35824, Some-college,10, Separated, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -47, Private,173271, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -26, Private,391349, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -24, Private,86153, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -34, Private,295855, 11th,7, Divorced, Other-service, Not-in-family, White, Female,0,0,70, United-States, <=50K -33, Self-emp-not-inc,327902, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, <=50K -35, Private,285102, Masters,14, Never-married, Prof-specialty, Not-in-family, Asian-Pac-Islander, Female,0,0,40, Taiwan, >50K -57, Private,178353, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -45, Private,28119, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,7, United-States, <=50K -42, Private,197522, Some-college,10, Separated, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -25, Private,108542, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Male,0,0,35, United-States, <=50K -56, Private,179781, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -25, Private,126974, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -23, Private,180060, Bachelors,13, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,50, United-States, <=50K -35, Local-gov,38948, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,50, United-States, <=50K -28, Private,271572, 9th,5, Never-married, Other-service, Other-relative, White, Male,0,0,52, United-States, <=50K -41, Private,177305, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, >50K -26, Private,238367, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -37, Private,172232, HS-grad,9, Divorced, Other-service, Not-in-family, Black, Female,0,0,30, United-States, <=50K -22, Private,153805, HS-grad,9, Never-married, Other-service, Unmarried, Other, Male,0,0,20, Puerto-Rico, <=50K -30, Private,26543, Bachelors,13, Divorced, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -42, Private,109067, Bachelors,13, Separated, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -38, Private,213716, Assoc-voc,11, Divorced, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -49, Private,149809, Preschool,1, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40,, <=50K -27, Private,185670, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -43, Federal-gov,233851, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -68,,192052, Some-college,10, Married-civ-spouse,, Wife, White, Female,0,2457,40, United-States, <=50K -41, Private,193524, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1485,40, United-States, <=50K -25, Private,213385, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -23, Private,38238, Bachelors,13, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -68, Private,104438, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, Ireland, >50K -17, Private,202344, 10th,6, Never-married, Other-service, Own-child, White, Male,0,0,25, United-States, <=50K -45, Self-emp-not-inc,43434, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -45, Private,102147, Assoc-voc,11, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, >50K -30, Private,231826, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -49, State-gov,247378, Some-college,10, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,20, United-States, <=50K -42, Private,78765, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,3103,0,45, United-States, >50K -29, Private,184078, HS-grad,9, Never-married, Other-service, Other-relative, White, Female,0,0,40, United-States, <=50K -21, Local-gov,102942, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,2001,40, United-States, <=50K -20, Private,258430, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,19, United-States, <=50K -59, Private,244554, 11th,7, Divorced, Other-service, Not-in-family, Black, Female,0,0,35, United-States, <=50K -26, Private,252565, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, <=50K -25, Private,262778, Masters,14, Never-married, Other-service, Not-in-family, White, Female,0,0,37, United-States, <=50K -33, Private,162572, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,55, United-States, >50K -35, Private,65706, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -45, Federal-gov,102569, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -66, Private,350498, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,28, United-States, <=50K -67,,159542, 5th-6th,3, Widowed,, Unmarried, Black, Female,0,0,40, United-States, <=50K -33, Private,142383, Assoc-acdm,12, Never-married, Sales, Not-in-family, Other, Male,0,0,36, United-States, <=50K -38, Private,229236, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Other, Male,0,0,40, Puerto-Rico, <=50K -72, Private,56559, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,12, United-States, <=50K -21, Private,27049, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,12, United-States, <=50K -39, Private,36376, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -41, Private,194360, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1887,40, United-States, >50K -22, Private,246965, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,12, United-States, <=50K -49, Self-emp-inc,191277, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,50, United-States, >50K -24, Private,268525, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,32, United-States, <=50K -25, Private,456604, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,223464, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -50, Private,341797, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -23, Private,174461, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -41, Private,392167, 10th,6, Divorced, Sales, Not-in-family, White, Male,0,0,48, United-States, <=50K -60, Private,210064, HS-grad,9, Divorced, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, <=50K -67,,233182, HS-grad,9, Divorced,, Not-in-family, White, Female,0,0,7, United-States, <=50K -77, Local-gov,177550, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,3818,0,14, United-States, <=50K -62, Private,143312, Some-college,10, Divorced, Other-service, Not-in-family, White, Female,0,0,60, United-States, <=50K -22, Private,326334, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,35, United-States, <=50K -37, Private,179088, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -17, Private,207637, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,10, United-States, <=50K -52, Federal-gov,37289, Masters,14, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, >50K -31, Private,36069, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,35, United-States, <=50K -23, Federal-gov,53245, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -27, Self-emp-inc,399904, HS-grad,9, Never-married, Craft-repair, Other-relative, White, Male,0,0,50, Mexico, <=50K -38, Self-emp-inc,199346, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,45, United-States, <=50K -23, Private,343019, 10th,6, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -22, State-gov,232742, Some-college,10, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -61, Self-emp-not-inc,390472, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -55, Private,290124, 5th-6th,3, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Mexico, <=50K -23, Private,242912, Some-college,10, Never-married, Other-service, Own-child, White, Female,4650,0,40, United-States, <=50K -39, Private,70240, 5th-6th,3, Married-spouse-absent, Other-service, Unmarried, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -38, Local-gov,286405, Doctorate,16, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1887,50, United-States, >50K -25, Private,153841, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -25, Private,137367, Bachelors,13, Never-married, Sales, Unmarried, Asian-Pac-Islander, Male,0,0,44, Philippines, <=50K -66, Private,313255, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,24, United-States, <=50K -30, Private,100734, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -32, Private,248584, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -43, Private,60001, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -18, Private,335065, 7th-8th,4, Never-married, Sales, Own-child, White, Male,0,0,30, Mexico, <=50K -20, Private,219262, 11th,7, Never-married, Craft-repair, Not-in-family, White, Male,0,0,60, United-States, <=50K -20, Private,186830, HS-grad,9, Never-married, Transport-moving, Other-relative, Black, Male,0,0,45, United-States, <=50K -34, Private,226385, Masters,14, Divorced, Exec-managerial, Unmarried, Black, Female,0,0,40, United-States, <=50K -33, Private,609789, Assoc-acdm,12, Married-spouse-absent, Machine-op-inspct, Unmarried, White, Male,0,0,40, United-States, <=50K -40, Private,307767, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -33, Private,217460, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -30, Private,104052, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,1741,42, United-States, <=50K -41, Local-gov,160893, Preschool,1, Never-married, Handlers-cleaners, Own-child, White, Female,0,0,30, United-States, <=50K -20, Private,68358, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,12, United-States, <=50K -40, Self-emp-not-inc,243636, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -44, Self-emp-not-inc,71269, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -50, Private,71898, 5th-6th,3, Married-civ-spouse, Machine-op-inspct, Wife, Asian-Pac-Islander, Female,0,0,35, Philippines, <=50K -38,,212048, Prof-school,15, Divorced,, Not-in-family, White, Female,0,0,30, United-States, <=50K -30, Local-gov,115040, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Other-relative, White, Male,0,0,25, United-States, <=50K -45, Private,111994, Some-college,10, Divorced, Sales, Not-in-family, White, Male,4650,0,40, United-States, <=50K -25, Private,210794, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -22,,88126, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -25, Private,570821, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -63,,146196, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -55, State-gov,169482, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, >50K -26, Private,63577, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -22, Private,208946, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -41, Self-emp-not-inc,26598, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -21, Private,189203, Assoc-voc,11, Never-married, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, <=50K -39, Private,183892, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -82,,194590, Assoc-voc,11, Widowed,, Not-in-family, White, Female,0,0,8, United-States, <=50K -18, Private,188616, 11th,7, Never-married, Sales, Own-child, White, Male,0,0,15, United-States, <=50K -60, Private,116707, 11th,7, Divorced, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, <=50K -22, Private,99199, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,20, United-States, <=50K -39, Local-gov,183620, Some-college,10, Never-married, Protective-serv, Not-in-family, Black, Female,0,0,40, United-States, >50K -34, Private,110476, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -50, Local-gov,157043, Masters,14, Divorced, Prof-specialty, Not-in-family, Black, Female,2202,0,30,, <=50K -53, Private,150726, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -27, Private,214695, HS-grad,9, Never-married, Sales, Own-child, Black, Male,0,0,60, United-States, <=50K -37, Private,172694, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,0,0,50, United-States, <=50K -25, Private,344804, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,50, Mexico, <=50K -33, Private,319422, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, Peru, <=50K -34, State-gov,327902, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, <=50K -35, Private,438176, Assoc-voc,11, Never-married, Other-service, Not-in-family, White, Female,0,0,65, United-States, <=50K -51, Private,197656, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -33, Private,219838, 10th,6, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -57, Self-emp-not-inc,35561, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, >50K -25,,156848, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -56, Private,190257, 7th-8th,4, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,156464, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,85, England, >50K -36, Private,65624, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -46, Private,201699, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -55, Private,349910, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,45, United-States, >50K -88, Self-emp-not-inc,187097, Prof-school,15, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -60, Self-emp-not-inc,264314, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,35, Columbia, <=50K -40, Self-emp-not-inc,282678, Masters,14, Separated, Exec-managerial, Unmarried, White, Female,0,0,20, United-States, <=50K -21, Private,188923, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,55, United-States, <=50K -46, Private,114797, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, Black, Female,0,0,36, United-States, <=50K -56, Private,245215, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -36, Self-emp-not-inc,36270, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,60, United-States, <=50K -67, Self-emp-not-inc,107138, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,77820, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -20, Private,39477, Some-college,10, Never-married, Farming-fishing, Not-in-family, White, Female,0,0,40, United-States, <=50K -34, Private,58305, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1573,40, United-States, <=50K -23, Private,359759, HS-grad,9, Never-married, Craft-repair, Own-child, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -19,,249147, HS-grad,9, Never-married,, Own-child, White, Male,0,0,30, United-States, <=50K -19, Private,44797, Some-college,10, Never-married, Farming-fishing, Not-in-family, White, Female,0,0,15, United-States, <=50K -25, Private,164488, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -53, Private,48413, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -18,,261276, Some-college,10, Never-married,, Own-child, Black, Female,0,1602,40, Cambodia, <=50K -31, Self-emp-not-inc,36592, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,91, United-States, <=50K -33, Private,280923, 7th-8th,4, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, Mexico, <=50K -33, Federal-gov,29617, Some-college,10, Divorced, Other-service, Not-in-family, Black, Male,0,0,40, United-States, <=50K -45, Self-emp-inc,208802, Prof-school,15, Divorced, Prof-specialty, Unmarried, White, Male,25236,0,36, United-States, >50K -35, Private,189240, Some-college,10, Divorced, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -20,,37932, HS-grad,9, Never-married,, Not-in-family, White, Male,0,0,40, United-States, <=50K -36, Private,181705, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,147548, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,85, United-States, <=50K -51, Self-emp-not-inc,306784, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,30, United-States, <=50K -45,,260953, Masters,14, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -45, State-gov,190406, Prof-school,15, Divorced, Prof-specialty, Unmarried, Black, Male,25236,0,36, United-States, >50K -24, Private,230229, 5th-6th,3, Never-married, Machine-op-inspct, Other-relative, White, Male,0,0,40, Mexico, <=50K -28, Private,46987, Assoc-voc,11, Never-married, Tech-support, Own-child, White, Female,2174,0,36, United-States, <=50K -63, Private,301108, 11th,7, Married-civ-spouse, Sales, Husband, White, Male,0,0,22, United-States, <=50K -35, Private,263081, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,60, United-States, >50K -25, Self-emp-not-inc,37741, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, <=50K -36, Private,115834, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Wife, White, Female,7298,0,55, United-States, >50K -44, Private,150076, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,30, United-States, <=50K -49, Self-emp-not-inc,148254, HS-grad,9, Divorced, Farming-fishing, Not-in-family, White, Female,0,0,28, United-States, <=50K -52, Private,183611, 1st-4th,2, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,258768, Bachelors,13, Never-married, Handlers-cleaners, Not-in-family, Black, Male,0,0,40, United-States, <=50K -35, Private,287658, Some-college,10, Never-married, Adm-clerical, Unmarried, Black, Male,0,0,40, United-States, <=50K -51, Private,95946, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -49, Private,31267, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -35, Local-gov,302149, Bachelors,13, Married-civ-spouse, Sales, Husband, Asian-Pac-Islander, Male,7298,0,40, Philippines, >50K -28, Private,250135, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -37, Private,176073, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -65, Private,23580, Bachelors,13, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -24, Private,163665, Bachelors,13, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -30, Federal-gov,43953, Assoc-acdm,12, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Private,144860, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,65, United-States, <=50K -58, Self-emp-not-inc,61474, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, >50K -57, Private,141570, Masters,14, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,1977,40, United-States, >50K -40, Private,225660, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,45, United-States, >50K -42, Private,336891, Some-college,10, Divorced, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -31, Self-emp-not-inc,210164, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -17, Private,171080, 12th,8, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,20, United-States, <=50K -42, Private,143342, Some-college,10, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -25, Private,281627, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -40, Private,409922, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,7298,0,40, United-States, >50K -65,,224472, Prof-school,15, Never-married,, Not-in-family, White, Male,25124,0,80, United-States, >50K -29, Private,157262, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,45, United-States, <=50K -31, Private,144949, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -71, Local-gov,303860, Masters,14, Widowed, Exec-managerial, Not-in-family, White, Male,2050,0,20, United-States, <=50K -34, Private,104293, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -25, Private,195481, HS-grad,9, Married-civ-spouse, Adm-clerical, Other-relative, White, Male,0,0,40, United-States, <=50K -40, Private,193995, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,30, United-States, <=50K -67, Private,105216, Some-college,10, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,25, United-States, <=50K -40, Private,147206, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -18, Private,173585, HS-grad,9, Never-married, Sales, Own-child, Black, Female,0,0,18, United-States, <=50K -38, Private,187870, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,7298,0,50, United-States, >50K -38, Private,248919, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Guatemala, <=50K -42, Private,280410, HS-grad,9, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,40, Haiti, <=50K -36, State-gov,170861, HS-grad,9, Separated, Other-service, Own-child, White, Female,0,0,32, United-States, <=50K -23, Self-emp-not-inc,409230, 1st-4th,2, Married-civ-spouse, Sales, Other-relative, White, Male,0,0,40, United-States, <=50K -56, Private,340171, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, <=50K -36, Private,41017, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,52, United-States, >50K -22, Private,416356, Some-college,10, Never-married, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -39, Private,261504, 12th,8, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -36, State-gov,205555, Prof-school,15, Divorced, Prof-specialty, Own-child, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -44, Private,245317, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,56, United-States, >50K -38, Private,153685, 11th,7, Divorced, Machine-op-inspct, Unmarried, Black, Female,0,0,52, United-States, <=50K -19,,169758, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -37, Private,99374, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,55, United-States, <=50K -57, Local-gov,139452, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,16, United-States, <=50K -54, Private,227832, 12th,8, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -18, Self-emp-not-inc,213024, Some-college,10, Never-married, Farming-fishing, Own-child, White, Male,0,0,30, United-States, <=50K -22,,24008, Some-college,10, Never-married,, Own-child, White, Male,0,0,72, United-States, <=50K -63, Self-emp-not-inc,33487, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -38, Self-emp-inc,187934, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,20, Poland, <=50K -26, Private,421561, 11th,7, Married-civ-spouse, Other-service, Other-relative, White, Male,0,0,25, United-States, <=50K -40, Private,109969, 11th,7, Divorced, Other-service, Other-relative, White, Female,0,0,20, United-States, <=50K -20, Private,116830, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -39, Private,117166, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,2635,0,40, United-States, <=50K -28, Private,106951, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,42, United-States, <=50K -30, Private,89625, Some-college,10, Married-civ-spouse, Prof-specialty, Wife, Asian-Pac-Islander, Female,0,0,5, United-States, >50K -42, Private,194537, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -42, Private,144002, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,50, United-States, <=50K -21, Private,202214, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -40, Private,109762, Some-college,10, Divorced, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -36, Private,292570, 11th,7, Never-married, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -67, Private,105252, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Male,7978,0,35, United-States, <=50K -65, Private,94552, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -50, Local-gov,46401, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,0,50, United-States, <=50K -18, Private,151150, 10th,6, Never-married, Farming-fishing, Own-child, White, Male,0,0,27, United-States, <=50K -31, Private,197689, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Female,0,0,38, United-States, <=50K -36, Self-emp-inc,180477, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -20, Private,181761, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -34, Private,381153, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,165474, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,39, United-States, <=50K -38, Federal-gov,190174, HS-grad,9, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -17, Private,295991, 10th,6, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -52, Without-pay,198262, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,30, United-States, <=50K -34, Private,190385, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, >50K -30,,411560, HS-grad,9, Married-civ-spouse,, Husband, Black, Male,0,0,40, United-States, <=50K -49, Private,262116, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,48, United-States, <=50K -45, Private,178922, 9th,5, Never-married, Other-service, Not-in-family, White, Female,0,0,15, United-States, <=50K -46, Private,192963, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, Asian-Pac-Islander, Male,0,2415,35, Philippines, >50K -34, Self-emp-inc,209538, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -21, Self-emp-not-inc,103277, 12th,8, Married-civ-spouse, Adm-clerical, Wife, White, Female,4508,0,30, Portugal, <=50K -17, Private,216086, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,30, United-States, <=50K -23, Private,636017, Some-college,10, Never-married, Other-service, Own-child, Black, Male,0,0,40, United-States, <=50K -32, Private,155781, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,136873, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -48, State-gov,122066, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,35, United-States, >50K -27, State-gov,346406, Bachelors,13, Never-married, Prof-specialty, Unmarried, White, Male,0,0,50, United-States, <=50K -43, Private,117915, Masters,14, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -44, Private,19914, HS-grad,9, Married-civ-spouse, Other-service, Wife, Asian-Pac-Islander, Female,0,0,50, Philippines, <=50K -55, Private,255364, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -31, Private,703107, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, Black, Male,0,0,40, United-States, <=50K -34, Private,62374, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,48, United-States, <=50K -34, Private,96245, HS-grad,9, Divorced, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K -37, Private,348796, Bachelors,13, Divorced, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -21, Private,136873, Some-college,10, Never-married, Prof-specialty, Own-child, White, Male,0,0,10, United-States, <=50K -35, Private,388252, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,40, United-States, <=50K -28, Private,47783, Some-college,10, Divorced, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -62, Private,194167, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Female,2174,0,40, United-States, <=50K -40, Federal-gov,544792, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,434463, Bachelors,13, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,39, United-States, <=50K -32, Private,317219, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,1590,40, United-States, <=50K -70, Private,221603, Some-college,10, Widowed, Sales, Not-in-family, White, Female,0,0,34, United-States, <=50K -23, Private,233711, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,50, United-States, <=50K -30, Private,111567, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,48, United-States, <=50K -57, Private,79830, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -34, Self-emp-not-inc,192259, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,35, United-States, >50K -24, Private,239663, 10th,6, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, Mexico, <=50K -41, Local-gov,34987, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,35, United-States, >50K -38, Self-emp-not-inc,409189, 7th-8th,4, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, Mexico, <=50K -48, Private,135525, Assoc-acdm,12, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -43, Private,152159, Bachelors,13, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, <=50K -18, Private,141363, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -35, Private,214816, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -42, Private,42907, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, White, Male,0,0,48, United-States, <=50K -30, Private,161815, Some-college,10, Divorced, Other-service, Unmarried, White, Female,0,0,35, United-States, <=50K -42, Private,127314, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,45, United-States, >50K -48, Private,395368, Some-college,10, Divorced, Handlers-cleaners, Other-relative, Black, Male,0,0,40, United-States, <=50K -70, Private,184176, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,28, United-States, <=50K -37, Private,112660, 9th,5, Divorced, Craft-repair, Own-child, White, Male,0,0,35, United-States, <=50K -51, Private,183709, Assoc-voc,11, Separated, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -35, Private,434114, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, Mexico, <=50K -59, Self-emp-not-inc,165315, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,43, United-States, >50K -57, Private,190997, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -26, Private,335533, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,20, United-States, <=50K -26, Private,176146, 5th-6th,3, Separated, Craft-repair, Not-in-family, Other, Male,0,0,35, Mexico, <=50K -19, Private,272063, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,35, United-States, <=50K -34, Private,169564, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -56, Private,188856, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,8614,0,55, United-States, >50K -25, Private,69847, Bachelors,13, Never-married, Adm-clerical, Own-child, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -46, Self-emp-not-inc,198759, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,2415,80, United-States, >50K -22, Private,175431, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,20, United-States, <=50K -32, Private,228357, Assoc-voc,11, Divorced, Other-service, Unmarried, White, Female,0,0,40,, <=50K -72, Self-emp-not-inc,284120, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,109133, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,167336, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,45, United-States, >50K -76,,42209, 9th,5, Widowed,, Not-in-family, White, Male,0,0,25, United-States, <=50K -37, Private,282951, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,303155, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -44, Private,261899, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,44, United-States, <=50K -33, Private,168030, Some-college,10, Married-civ-spouse, Prof-specialty, Wife, White, Female,7298,0,21, United-States, >50K -53, State-gov,71417, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,239130, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -69, Private,200560, Bachelors,13, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,20, United-States, <=50K -20, Private,157541, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,27, United-States, <=50K -33, Private,255004, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -47, Private,230136, HS-grad,9, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,60, United-States, >50K -50, Local-gov,124963, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1977,35, United-States, >50K -22, Private,39615, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,45, United-States, <=50K -20, Private,47678, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -42, Local-gov,281315, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -23, Private,176123, HS-grad,9, Never-married, Tech-support, Other-relative, Asian-Pac-Islander, Male,0,0,40, Vietnam, <=50K -24,,165350, HS-grad,9, Separated,, Not-in-family, Black, Male,0,0,50, Germany, <=50K -32, Private,235862, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,45, United-States, <=50K -41, Private,142579, Bachelors,13, Widowed, Sales, Unmarried, Black, Male,0,0,50, United-States, <=50K -35, Private,38294, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,111483, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -25, Private,189850, Some-college,10, Never-married, Machine-op-inspct, Own-child, Black, Male,0,0,40, United-States, <=50K -34, State-gov,145874, Doctorate,16, Married-civ-spouse, Tech-support, Husband, Asian-Pac-Islander, Male,0,0,20, China, <=50K -23, Private,139012, Assoc-voc,11, Never-married, Transport-moving, Own-child, Asian-Pac-Islander, Male,0,0,40, South, <=50K -30, Local-gov,211654, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -55, Local-gov,173090, Masters,14, Widowed, Prof-specialty, Unmarried, White, Female,0,0,45, United-States, <=50K -26, Private,104834, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,1669,40, United-States, <=50K -42,,195124, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,60, Dominican-Republic, <=50K -39, Private,32146, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,60, United-States, <=50K -52, Private,282674, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, >50K -42, Private,190403, Some-college,10, Separated, Exec-managerial, Not-in-family, White, Male,0,0,60, Canada, <=50K -25, Private,247025, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,3325,0,48, United-States, <=50K -27, Private,198258, Bachelors,13, Never-married, Sales, Own-child, White, Male,0,0,35, United-States, <=50K -30, Self-emp-not-inc,172748, 7th-8th,4, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -23, State-gov,287988, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,10520,0,40, United-States, >50K -47, Self-emp-not-inc,122307, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,1887,40, United-States, >50K -58,,175017, Bachelors,13, Divorced,, Not-in-family, White, Male,0,0,25, United-States, <=50K -18, Private,170183, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -52, Private,150812, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,35, United-States, <=50K -24, Private,241185, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,48, United-States, <=50K -58, Self-emp-inc,174864, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, >50K -35, Private,30529, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -31, Private,301637, Assoc-voc,11, Never-married, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -46, Private,423222, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,3103,0,60, United-States, >50K -43, Private,214781, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,5178,0,40, United-States, >50K -21, Private,242912, HS-grad,9, Never-married, Other-service, Other-relative, White, Female,0,0,35, United-States, <=50K -52, Private,191529, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1740,60, United-States, <=50K -24, Private,117363, Bachelors,13, Never-married, Sales, Own-child, White, Female,0,0,35, United-States, <=50K -22, Private,333158, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,48, United-States, <=50K -39, Private,193260, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, Asian-Pac-Islander, Male,0,0,25, Mexico, <=50K -34, State-gov,278378, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, <=50K -58, Private,111394, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -26, Private,102476, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Male,0,0,25, United-States, <=50K -29, Private,26451, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -67,,209137, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,210945, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Wife, Black, Female,0,0,35, Haiti, <=50K -62, Local-gov,115023, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -54, Private,53833, 5th-6th,3, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -36, Private,150057, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,65, United-States, <=50K -18, Private,128086, 12th,8, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,18, United-States, <=50K -25, Private,28473, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -48, Private,155509, Some-college,10, Never-married, Craft-repair, Not-in-family, Black, Female,0,0,40, United-States, <=50K -56, Private,165315, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,70,, <=50K -30, Private,171889, Prof-school,15, Never-married, Tech-support, Own-child, White, Female,0,0,24, United-States, <=50K -41, Local-gov,185057, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -59, Private,277034, HS-grad,9, Divorced, Tech-support, Unmarried, White, Male,0,0,60, United-States, >50K -36, Private,166606, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,97453, HS-grad,9, Divorced, Sales, Unmarried, White, Female,0,0,54, United-States, <=50K -27, Private,136094, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -19,,61855, HS-grad,9, Never-married,, Other-relative, White, Female,0,0,30, United-States, <=50K -30, Private,182771, Bachelors,13, Never-married, Other-service, Not-in-family, Asian-Pac-Islander, Male,0,0,15, China, <=50K -47, Private,418961, Assoc-voc,11, Divorced, Sales, Unmarried, Black, Female,0,0,25, United-States, <=50K -39, Private,106961, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -31, Private,81846, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -44, Private,105936, Assoc-acdm,12, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -37, Private,36425, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -28, Private,595088, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,63, United-States, <=50K -38, Private,149018, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,229613, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -44, Private,33521, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -40, Private,70539, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,4386,0,50, United-States, <=50K -53, State-gov,105728, HS-grad,9, Married-civ-spouse, Other-service, Wife, Amer-Indian-Eskimo, Female,0,0,28, United-States, >50K -31, Private,193215, Some-college,10, Married-civ-spouse, Exec-managerial, Own-child, White, Male,0,0,50, United-States, <=50K -18, Private,137363, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -43, Self-emp-inc,104892, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,45, United-States, <=50K -30, Private,149427, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,35, United-States, <=50K -19, State-gov,176634, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -36, Private,183279, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -19,,225775, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -25, Private,202091, Masters,14, Never-married, Prof-specialty, Own-child, White, Female,0,0,60, United-States, <=50K -36, Private,123151, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -22, Private,168187, Some-college,10, Never-married, Other-service, Unmarried, White, Female,0,0,50, United-States, <=50K -42, Federal-gov,33521, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -33, State-gov,243678, Some-college,10, Never-married, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Private,164898, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -21,,262280, Some-college,10, Married-civ-spouse,, Wife, White, Female,3781,0,40, United-States, <=50K -33, State-gov,290614, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -52, Self-emp-not-inc,199265, HS-grad,9, Divorced, Craft-repair, Not-in-family, Black, Male,0,0,40, United-States, <=50K -30, Private,207668, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,30, United-States, <=50K -18, State-gov,30687, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,10, United-States, <=50K -24, State-gov,27939, Some-college,10, Married-civ-spouse, Other-service, Husband, Asian-Pac-Islander, Male,0,0,24,, <=50K -17, Private,438996, 10th,6, Never-married, Other-service, Other-relative, White, Male,0,0,40, Mexico, <=50K -48, Private,152915, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -66,,186030, 7th-8th,4, Married-civ-spouse,, Husband, White, Male,0,0,32, United-States, <=50K -46, Local-gov,297759, Some-college,10, Divorced, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -55, Private,171242, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,60, United-States, >50K -28, Private,206088, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -33, Private,182792, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -44, Private,167725, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,24, United-States, <=50K -43, Private,160674, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -42, Private,194710, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -39, Private,255027, Assoc-voc,11, Divorced, Exec-managerial, Unmarried, Black, Female,0,0,40, United-States, <=50K -23, Private,204641, 10th,6, Never-married, Handlers-cleaners, Unmarried, White, Male,0,0,50, United-States, <=50K -20, State-gov,177787, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -29, Private,54932, Some-college,10, Divorced, Craft-repair, Unmarried, White, Male,0,0,35, United-States, >50K -54, Self-emp-not-inc,91506, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,65, United-States, <=50K -34, Private,198634, Assoc-voc,11, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -30, Private,227146, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -59, Private,135647, 11th,7, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -40, Private,55508, 7th-8th,4, Divorced, Farming-fishing, Unmarried, White, Female,0,0,40, United-States, <=50K -37, Private,174912, HS-grad,9, Separated, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -45, Private,175925, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -55, Self-emp-not-inc,157486, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,7298,0,40, United-States, >50K -49, Local-gov,329144, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,44, United-States, >50K -67,,81761, Masters,14, Married-civ-spouse,, Husband, White, Male,0,0,2, United-States, <=50K -49, Self-emp-not-inc,102318, Assoc-acdm,12, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,25, United-States, <=50K -30, Federal-gov,266463, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -56, Federal-gov,107314, Some-college,10, Divorced, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -29, Private,114158, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -33, Private,124052, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,144301, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,42, United-States, <=50K -28, Private,176683, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,70, United-States, >50K -23, Private,234663, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -39, Self-emp-not-inc,178948, HS-grad,9, Married-civ-spouse, Farming-fishing, Wife, White, Female,0,0,50, United-States, <=50K -37, Self-emp-not-inc,607848, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -39, Private,202937, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, >50K -32, Federal-gov,83413, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,35, United-States, >50K -26, Private,212798, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,45, United-States, <=50K -57, Federal-gov,192258, Some-college,10, Divorced, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -36, Private,112497, 9th,5, Married-civ-spouse, Sales, Own-child, White, Male,0,0,50, United-States, >50K -30, Private,97521, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -27, Private,160972, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -21, Private,322931, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,55, United-States, <=50K -22, Private,403519, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -43, Local-gov,330174, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,278155, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -30, Private,39054, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,65, United-States, >50K -57, Private,170287, Masters,14, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -42, Private,336643, Assoc-voc,11, Separated, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -29, Private,264166, Assoc-voc,11, Divorced, Other-service, Unmarried, White, Female,0,0,45, Columbia, <=50K -44, Local-gov,433705, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,52, United-States, >50K -28, Private,27044, Assoc-acdm,12, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,43, United-States, <=50K -42, Private,165599, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, >50K -26, Private,159759, Bachelors,13, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -29, Private,385092, Some-college,10, Divorced, Prof-specialty, Own-child, White, Female,0,0,36, United-States, <=50K -42, Private,188808, Bachelors,13, Divorced, Adm-clerical, Unmarried, White, Male,0,0,30, United-States, <=50K -30, Private,167476, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -21, State-gov,194096, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,10, United-States, <=50K -59, Private,182460, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,30, United-States, >50K -21,,102323, Some-college,10, Never-married,, Own-child, White, Male,0,0,30, United-States, <=50K -56, Private,232139, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -39, Private,341741, Preschool,1, Never-married, Other-service, Not-in-family, White, Female,0,0,12, United-States, <=50K -21, Private,206008, Some-college,10, Never-married, Adm-clerical, Own-child, Black, Male,0,0,50, United-States, <=50K -48, Private,344415, Bachelors,13, Married-spouse-absent, Prof-specialty, Not-in-family, White, Male,0,0,37, United-States, >50K -35, State-gov,372130, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, Black, Male,0,0,40, United-States, <=50K -43, Private,27766, Bachelors,13, Separated, Exec-managerial, Unmarried, White, Male,0,0,60, United-States, >50K -23, Private,140764, Assoc-voc,11, Never-married, Other-service, Own-child, White, Female,0,0,15, United-States, <=50K -17,,161259, 10th,6, Never-married,, Other-relative, White, Male,0,0,12, United-States, <=50K -41, Private,22201, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,40, Japan, >50K -35, Self-emp-inc,187046, Masters,14, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,50, United-States, <=50K -22, Private,137591, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,35, United-States, <=50K -53, Private,274276, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -42, Private,341757, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -36, Private,218542, HS-grad,9, Separated, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -44, Local-gov,190020, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -27, Private,221436, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, Cuba, >50K -39, Self-emp-not-inc,52187, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -59, Private,158776, 9th,5, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -34, Local-gov,51543, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,48, United-States, <=50K -17, Private,146329, 12th,8, Never-married, Sales, Own-child, White, Female,0,0,23, United-States, <=50K -31, Private,397467, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -59, Private,105592, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,12, United-States, <=50K -39, Private,78171, Some-college,10, Married-spouse-absent, Adm-clerical, Unmarried, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -46, State-gov,55377, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,40, United-States, >50K -31, Private,258932, HS-grad,9, Married-spouse-absent, Other-service, Not-in-family, White, Female,0,0,80, Italy, <=50K -27, Private,38606, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,1504,45, United-States, <=50K -18, Private,219841, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,12, United-States, <=50K -46, Private,156926, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -55, Private,160362, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -48, Private,192161, Bachelors,13, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,43, United-States, <=50K -53, Private,208570, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,26, United-States, <=50K -44, Self-emp-not-inc,182771, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,48, South, >50K -43, Private,151089, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -50, Private,163002, HS-grad,9, Separated, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -56, Private,155657, 7th-8th,4, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,20, Yugoslavia, <=50K -27, Private,217530, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Mexico, <=50K -20, Private,244406, HS-grad,9, Never-married, Adm-clerical, Own-child, Black, Female,0,0,40, United-States, <=50K -18, Local-gov,152182, 10th,6, Never-married, Protective-serv, Own-child, White, Female,0,0,6, United-States, <=50K -34, Private,55717, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1848,50, United-States, >50K -38, Private,201454, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -40, Self-emp-inc,144371, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,15, United-States, <=50K -55, Private,277034, Some-college,10, Divorced, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Self-emp-not-inc,462832, HS-grad,9, Married-civ-spouse, Craft-repair, Wife, Black, Female,0,0,40, United-States, >50K -26, Private,200681, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -54, State-gov,119565, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, Puerto-Rico, >50K -22, Private,192017, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -52, Local-gov,84808, HS-grad,9, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -33, Private,100154, 10th,6, Separated, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -42, Private,169383, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -19, Without-pay,43887, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Male,0,0,10, United-States, <=50K -45, Private,54260, Some-college,10, Divorced, Craft-repair, Unmarried, White, Male,0,0,99, United-States, <=50K -53, Self-emp-not-inc,159876, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,3103,0,72, United-States, <=50K -46, Private,160474, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,1590,43, United-States, <=50K -25, Private,476334, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -90, Private,52386, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -33, Private,83671, HS-grad,9, Never-married, Sales, Own-child, Black, Female,0,0,40, United-States, <=50K -45, Private,172960, Some-college,10, Divorced, Protective-serv, Not-in-family, White, Male,0,0,70, United-States, <=50K -47, Private,191957, HS-grad,9, Married-civ-spouse, Sales, Husband, Black, Male,0,0,40, United-States, >50K -38, Local-gov,40955, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,43, United-States, <=50K -35,,98080, Prof-school,15, Never-married,, Not-in-family, Asian-Pac-Islander, Male,4787,0,45, Japan, >50K -37, Private,175643, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,30, United-States, <=50K -53, State-gov,197184, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,70, United-States, >50K -56, Private,187295, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -18, Private,40822, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,15, United-States, <=50K -44, Private,228729, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40,, <=50K -50, Private,240496, Some-college,10, Divorced, Tech-support, Not-in-family, White, Female,0,0,36, United-States, <=50K -26, Private,51961, Bachelors,13, Never-married, Adm-clerical, Not-in-family, Black, Male,0,0,20, United-States, <=50K -36, Private,174887, Some-college,10, Never-married, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -37, Private,95855, 11th,7, Divorced, Handlers-cleaners, Not-in-family, White, Female,0,0,40, United-States, <=50K -32, Private,362259, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Self-emp-not-inc,30916, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -62, Private,153148, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,84, United-States, <=50K -46, Private,167915, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,45156, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,2174,0,41, United-States, <=50K -37, Private,98776, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,15, United-States, <=50K -27, Private,209801, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,45,, <=50K -38, Private,183800, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,54595, 12th,8, Never-married, Sales, Not-in-family, Black, Female,0,0,40, United-States, <=50K -34, Private,79637, Bachelors,13, Never-married, Exec-managerial, Own-child, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -50, Private,126566, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,0,0,40, United-States, <=50K -28, Private,233796, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,7298,0,32, United-States, >50K -67, Local-gov,191800, Bachelors,13, Divorced, Adm-clerical, Unmarried, Black, Female,6360,0,35, United-States, <=50K -34, Self-emp-not-inc,527162, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,30, United-States, <=50K -19, Private,139466, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,25, United-States, <=50K -23, Private,64520, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,30, United-States, <=50K -50, Private,97741, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, >50K -45, Local-gov,160173, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,50, United-States, >50K -17, Private,350995, 12th,8, Never-married, Other-service, Own-child, White, Male,0,0,16, United-States, <=50K -59,,182836, HS-grad,9, Married-civ-spouse,, Wife, White, Female,0,0,40, United-States, >50K -25, Private,143267, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,48, United-States, <=50K -21, Private,346341, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -50, Private,172175, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -17, Private,153035, 10th,6, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -63, Private,200127, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -31, Local-gov,204470, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,43, United-States, <=50K -45, Private,353012, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -25, Private,194342, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -20, Private,57898, 12th,8, Never-married, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -31, Private,164707, Some-college,10, Never-married, Sales, Other-relative, White, Female,0,0,40,, <=50K -42, Private,269028, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, France, <=50K -56, Private,83922, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -47, Private,160647, HS-grad,9, Never-married, Farming-fishing, Unmarried, White, Female,0,0,46, United-States, <=50K -69, Private,125437, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,32, United-States, <=50K -42, Private,246011, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,55, United-States, <=50K -19, Private,216937, HS-grad,9, Never-married, Handlers-cleaners, Other-relative, Other, Female,0,0,60, Guatemala, <=50K -56, Self-emp-not-inc,66356, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -33, Private,154981, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,1902,50, United-States, >50K -61, Federal-gov,197311, Masters,14, Widowed, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -38, Private,301743, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,35, United-States, <=50K -50, Self-emp-not-inc,401118, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,99999,0,50, United-States, >50K -39, Private,98776, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, >50K -35, Self-emp-not-inc,32528, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -27, Private,177119, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,44, United-States, <=50K -40, Self-emp-inc,193524, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, >50K -59, State-gov,192258, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -20,,145917, Some-college,10, Never-married,, Not-in-family, White, Female,0,0,15, United-States, <=50K -42, Federal-gov,214838, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,30, United-States, >50K -59, Private,176011, Some-college,10, Separated, Adm-clerical, Unmarried, White, Male,0,0,40, United-States, <=50K -54, Self-emp-inc,147239, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -38, Private,159179, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,50, United-States, >50K -53, Private,155963, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,30, United-States, <=50K -20, Private,360457, Some-college,10, Never-married, Exec-managerial, Own-child, White, Female,0,0,30, United-States, <=50K -54, Federal-gov,114674, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -41, Self-emp-not-inc,95708, Masters,14, Never-married, Exec-managerial, Not-in-family, Asian-Pac-Islander, Male,0,0,45, United-States, >50K -33, Local-gov,100734, HS-grad,9, Divorced, Tech-support, Not-in-family, White, Female,0,0,55, United-States, <=50K -35, Private,188972, HS-grad,9, Widowed, Exec-managerial, Unmarried, White, Female,0,0,30, United-States, <=50K -22, Private,162667, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,50, Portugal, <=50K -45, Self-emp-not-inc,28497, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,1485,70, United-States, >50K -29, Private,180758, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -56, Self-emp-not-inc,346635, Masters,14, Divorced, Sales, Unmarried, White, Female,0,2339,60, United-States, <=50K -23, Private,46645, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,25, United-States, <=50K -30, Private,203258, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,35, United-States, <=50K -17, Private,134480, 11th,7, Never-married, Priv-house-serv, Own-child, White, Female,0,0,25, United-States, <=50K -35, Local-gov,85548, Some-college,10, Separated, Adm-clerical, Unmarried, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -25, Private,195994, 1st-4th,2, Never-married, Priv-house-serv, Not-in-family, White, Female,0,0,40, Guatemala, <=50K -42, State-gov,148316, Assoc-voc,11, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -42, Private,227466, HS-grad,9, Never-married, Other-service, Other-relative, Black, Male,0,0,40, United-States, <=50K -19, Private,68552, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,30, United-States, <=50K -32, Private,252257, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,45, United-States, <=50K -44, Private,30126, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -53, Private,304353, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,36, United-States, >50K -47, Self-emp-not-inc,171968, Bachelors,13, Widowed, Exec-managerial, Unmarried, Asian-Pac-Islander, Female,0,0,60, Thailand, <=50K -24, Private,205839, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -30, State-gov,218640, Some-college,10, Married-civ-spouse, Prof-specialty, Wife, Black, Female,0,0,40, United-States, >50K -42, Private,150568, HS-grad,9, Separated, Sales, Unmarried, White, Female,0,0,45, United-States, <=50K -19, Private,382738, HS-grad,9, Never-married, Other-service, Own-child, Black, Female,0,0,40, United-States, <=50K -37, Self-emp-not-inc,138940, 11th,7, Never-married, Farming-fishing, Own-child, White, Male,0,0,37, United-States, <=50K -26, Self-emp-not-inc,258306, 10th,6, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,99, United-States, <=50K -25, Local-gov,190107, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Male,0,1719,16, United-States, <=50K -52, Private,152373, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -50, Local-gov,141875, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,79586, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,99999,0,40,, >50K -32, Private,157289, HS-grad,9, Married-spouse-absent, Handlers-cleaners, Other-relative, White, Male,0,0,40, United-States, <=50K -37, Private,184498, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -42, Local-gov,109684, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,1741,35, United-States, <=50K -47, Private,199832, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -47, Private,23545, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,175710, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, >50K -27, Private,52028, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, Asian-Pac-Islander, Female,0,0,40, South, <=50K -61, Self-emp-not-inc,315977, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, <=50K -47, Private,202322, 5th-6th,3, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, Mexico, <=50K -30, Private,251825, Assoc-acdm,12, Never-married, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -54, Private,202115, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,40, United-States, >50K -56, Local-gov,216824, Prof-school,15, Married-civ-spouse, Adm-clerical, Husband, Asian-Pac-Islander, Male,0,0,40, Philippines, >50K -69, Private,145656, Some-college,10, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,24, United-States, <=50K -30, Private,137076, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -36, Private,152621, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Canada, >50K -42, Self-emp-not-inc,27242, 11th,7, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -45, Federal-gov,358242, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -39, Private,184117, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,7688,0,20, United-States, >50K -26, Private,300290, 11th,7, Divorced, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -28, Local-gov,149991, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, Black, Male,0,0,42, United-States, >50K -31, Private,189759, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -32, Private,339482, 5th-6th,3, Separated, Farming-fishing, Other-relative, White, Male,0,0,60, Mexico, <=50K -51, Private,100933, HS-grad,9, Never-married, Exec-managerial, Other-relative, White, Female,0,0,40, United-States, <=50K -29, Private,354558, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -38, Local-gov,162613, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,2258,60, United-States, <=50K -64, Private,285052, Some-college,10, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,10, United-States, <=50K -26, State-gov,175044, Some-college,10, Never-married, Protective-serv, Own-child, White, Male,0,0,40, United-States, <=50K -68, Private,45508, 5th-6th,3, Married-spouse-absent, Sales, Not-in-family, White, Male,0,0,22, United-States, <=50K -32, Private,173351, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, United-States, <=50K -29, Private,173611, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -51,,182543, 1st-4th,2, Separated,, Unmarried, White, Female,0,0,40, Mexico, <=50K -21, Private,143062, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -26,,137951, 10th,6, Separated,, Other-relative, White, Female,0,0,40, Puerto-Rico, <=50K -33, Local-gov,293063, Bachelors,13, Married-spouse-absent, Prof-specialty, Other-relative, Black, Male,0,0,40,, <=50K -26, Private,377754, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -52, Private,152373, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,2105,0,40, United-States, <=50K -31, Private,193477, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, <=50K -29, Local-gov,277323, HS-grad,9, Never-married, Protective-serv, Unmarried, White, Male,0,0,45, United-States, <=50K -19, Private,69182, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,27, United-States, <=50K -51, Private,219599, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,40, United-States, <=50K -45, Private,129371, 9th,5, Separated, Other-service, Unmarried, Other, Female,0,0,40, Trinadad&Tobago, <=50K -20, Private,470875, HS-grad,9, Married-civ-spouse, Sales, Own-child, Black, Male,0,0,32, United-States, <=50K -40, Private,201734, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,48, United-States, <=50K -43, Private,58447, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,55, United-States, >50K -52, Local-gov,91689, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -46, Private,166546, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,24, United-States, <=50K -24, Private,293324, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,219262, 9th,5, Never-married, Transport-moving, Not-in-family, White, Male,0,0,50, United-States, <=50K -38, Self-emp-not-inc,403391, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -44, Private,367749, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,45, Mexico, <=50K -24, Private,128487, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -32, State-gov,111363, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,75, United-States, >50K -49, Private,240869, 7th-8th,4, Never-married, Other-service, Other-relative, White, Male,0,0,35, United-States, <=50K -36, Private,163278, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -31, Private,416415, HS-grad,9, Separated, Adm-clerical, Not-in-family, White, Male,0,0,45, United-States, <=50K -46,,280030, 5th-6th,3, Married-civ-spouse,, Husband, White, Male,0,0,40, Mexico, <=50K -46, Private,251243, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -46, Local-gov,167159, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,70, United-States, >50K -29, Private,161857, HS-grad,9, Married-spouse-absent, Other-service, Not-in-family, Other, Female,0,0,40, Columbia, <=50K -37, Private,160035, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -44,,190205, 7th-8th,4, Married-civ-spouse,, Husband, White, Male,0,0,25, United-States, <=50K -28,,161290, Some-college,10, Never-married,, Own-child, Black, Female,0,0,40, United-States, <=50K -28, Self-emp-not-inc,112403, Bachelors,13, Never-married, Protective-serv, Own-child, White, Male,0,0,40, United-States, <=50K -48, Private,238726, HS-grad,9, Widowed, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -52, Private,164530, 11th,7, Divorced, Machine-op-inspct, Not-in-family, Black, Female,0,0,20, United-States, <=50K -19, Private,456572, HS-grad,9, Never-married, Farming-fishing, Other-relative, White, Male,0,0,35, United-States, <=50K -31, Self-emp-not-inc,177675, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -47, Private,246739, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,99999,0,55, United-States, >50K -37, Private,102953, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -22,,224238, Some-college,10, Never-married,, Own-child, White, Male,0,0,2, United-States, <=50K -46, Private,155489, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,44, United-States, >50K -51, Self-emp-not-inc,156802, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,3103,0,60, United-States, >50K -50, Private,168212, Masters,14, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1902,45, United-States, >50K -38, Private,331395, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,3942,0,84, Portugal, <=50K -40, Local-gov,261497, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,35, United-States, <=50K -58, Private,365511, Some-college,10, Divorced, Machine-op-inspct, Not-in-family, Other, Male,0,0,40, Mexico, <=50K -36, Private,187999, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -26, Local-gov,190350, Bachelors,13, Never-married, Prof-specialty, Own-child, Black, Female,0,0,35, United-States, <=50K -17,,166759, 12th,8, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -49, Private,168262, 10th,6, Divorced, Other-service, Not-in-family, White, Male,0,0,48, United-States, <=50K -39, State-gov,122011, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,5178,0,38, United-States, >50K -46, Private,165953, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,45, United-States, >50K -26, Private,375980, HS-grad,9, Separated, Sales, Unmarried, Black, Female,0,0,37, United-States, <=50K -40, Federal-gov,406463, Masters,14, Never-married, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -53, State-gov,231472, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -60, Self-emp-not-inc,78913, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -28, Private,69107, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,0,0,40, United-States, <=50K -22,,182387, Some-college,10, Never-married,, Not-in-family, Asian-Pac-Islander, Female,0,0,12, Thailand, <=50K -31, Private,169002, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,55, United-States, <=50K -45, Private,229967, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Male,13550,0,50, United-States, >50K -34, Private,422836, HS-grad,9, Divorced, Prof-specialty, Unmarried, White, Male,0,0,40, Mexico, <=50K -27, State-gov,230922, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, Scotland, <=50K -40, Private,195892, Some-college,10, Divorced, Transport-moving, Not-in-family, Black, Female,0,0,40, United-States, <=50K -68, Private,163346, HS-grad,9, Widowed, Machine-op-inspct, Not-in-family, White, Female,0,0,32, United-States, <=50K -51, Private,82566, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -55, Private,86505, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,20, United-States, <=50K -43, Private,178780, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -23, State-gov,173945, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,27, United-States, <=50K -48, Private,176810, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -42, Self-emp-inc,23813, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, Amer-Indian-Eskimo, Male,2885,0,30, United-States, <=50K -51, Self-emp-inc,210736, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Male,10520,0,40, United-States, >50K -32, Private,343789, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,5013,0,55, United-States, <=50K -34, Private,113838, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -31, Local-gov,121055, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,70, United-States, >50K -71,,52171, 7th-8th,4, Divorced,, Unmarried, White, Male,0,0,45, United-States, <=50K -17, Private,566049, 10th,6, Never-married, Other-service, Own-child, White, Male,0,0,8, United-States, <=50K -37, Private,67433, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -26, Private,39014, 12th,8, Married-civ-spouse, Priv-house-serv, Wife, Other, Female,0,0,40, Dominican-Republic, <=50K -17, Private,51939, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,15, United-States, <=50K -34, Private,100669, Bachelors,13, Married-civ-spouse, Transport-moving, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, >50K -46, Private,155659, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1902,40, United-States, >50K -33, Private,112847, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Asian-Pac-Islander, Male,0,0,40,, <=50K -41, Local-gov,32185, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -59, Private,138370, 10th,6, Married-spouse-absent, Protective-serv, Not-in-family, Asian-Pac-Islander, Male,0,0,40, India, <=50K -50, Self-emp-not-inc,172281, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,50, United-States, >50K -46, Private,180505, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, <=50K -45, Private,168262, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -27, Private,85126, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -31, Private,113838, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -32, Private,197457, HS-grad,9, Divorced, Tech-support, Unmarried, White, Female,1471,0,38, United-States, <=50K -28, Private,197905, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -32, Private,316589, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -36, Private,336367, Assoc-acdm,12, Never-married, Exec-managerial, Unmarried, White, Male,0,0,50, United-States, <=50K -39, Self-emp-inc,143123, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,2415,40, United-States, >50K -23, Private,209955, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -44, Private,210013, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -37, Private,224541, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,275653, 7th-8th,4, Married-spouse-absent, Machine-op-inspct, Unmarried, White, Female,2977,0,40, Puerto-Rico, <=50K -45, Private,88061, 11th,7, Married-spouse-absent, Machine-op-inspct, Unmarried, Asian-Pac-Islander, Female,0,0,40, South, <=50K -43, Federal-gov,195897, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,7298,0,40, United-States, >50K -49, Private,43206, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,55, United-States, >50K -37, Private,202950, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -26, Private,154093, HS-grad,9, Never-married, Transport-moving, Own-child, Black, Male,0,0,40, United-States, <=50K -34, Private,112115, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,55, United-States, >50K -51, Private,355954, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, >50K -24, Private,379418, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -67, Self-emp-not-inc,286372, Bachelors,13, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,48087, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,7298,0,45, United-States, >50K -32, Private,387270, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, United-States, >50K -21, Private,270043, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,16, United-States, <=50K -39, Self-emp-not-inc,65738, Some-college,10, Married-civ-spouse, Other-service, Wife, White, Female,0,0,15, United-States, >50K -33, Private,159888, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -48, Private,278039, HS-grad,9, Divorced, Sales, Not-in-family, White, Male,0,0,60, United-States, <=50K -21, Private,265434, Some-college,10, Never-married, Prof-specialty, Own-child, White, Female,0,0,30, United-States, <=50K -68, Self-emp-inc,52052, Assoc-voc,11, Widowed, Sales, Not-in-family, White, Female,25124,0,50, United-States, >50K -24, Private,208882, HS-grad,9, Never-married, Craft-repair, Not-in-family, Black, Male,0,0,40, United-States, <=50K -24, Private,229393, 11th,7, Never-married, Farming-fishing, Unmarried, White, Male,2463,0,40, United-States, <=50K -23, Private,53513, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Female,0,0,45, United-States, <=50K -40, Private,225193, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,63, United-States, <=50K -48, Private,166809, Bachelors,13, Married-spouse-absent, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, >50K -42, Self-emp-not-inc,175674, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -45, Federal-gov,368947, Bachelors,13, Never-married, Protective-serv, Not-in-family, Black, Female,0,0,40, United-States, <=50K -31, Private,194901, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -53, Private,203173, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -25, Private,267431, Bachelors,13, Never-married, Prof-specialty, Own-child, Black, Female,0,0,55, United-States, <=50K -32, Private,111836, Some-college,10, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,50, United-States, <=50K -34, Private,198613, 11th,7, Married-civ-spouse, Sales, Husband, White, Male,0,0,25,, <=50K -41, Self-emp-inc,149102, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,35, United-States, >50K -57, Local-gov,121111, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -25, Private,130397, 10th,6, Never-married, Farming-fishing, Unmarried, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -40, Private,212847, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,2179,40, United-States, <=50K -17, Private,184198, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,13, United-States, <=50K -17, Private,121287, 9th,5, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -82, Self-emp-inc,120408, Some-college,10, Widowed, Sales, Not-in-family, White, Male,0,0,20, United-States, <=50K -40, Private,164678, Assoc-acdm,12, Divorced, Prof-specialty, Unmarried, White, Female,0,0,32, United-States, <=50K -26, Private,388812, Some-college,10, Never-married, Sales, Not-in-family, Black, Male,0,0,35, United-States, <=50K -37, Private,294919, Some-college,10, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -25, Private,101684, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -65, Private,36209, 10th,6, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,22, United-States, >50K -39, Private,123983, Bachelors,13, Divorced, Sales, Not-in-family, Asian-Pac-Islander, Male,0,0,40, China, <=50K -36, Self-emp-not-inc,340001, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -37, Self-emp-not-inc,203828, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -23, Private,183789, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -34, Private,305619, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -63, Self-emp-not-inc,174181, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,20, United-States, <=50K -59, Private,131869, HS-grad,9, Widowed, Other-service, Not-in-family, White, Female,0,0,35, United-States, <=50K -49, Self-emp-not-inc,43479, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -62,,203126, 9th,5, Never-married,, Unmarried, White, Female,0,0,40, Dominican-Republic, <=50K -17, Private,118792, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,9, United-States, <=50K -28, Private,272913, 10th,6, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,30, Mexico, <=50K -45, Federal-gov,222011, Bachelors,13, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -40, Self-emp-inc,301007, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -45, Private,197731, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,173736, 9th,5, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -19,,182590, 10th,6, Never-married,, Not-in-family, White, Female,0,0,38, United-States, <=50K -59, Local-gov,93211, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,22, United-States, >50K -41, Private,24763, HS-grad,9, Divorced, Transport-moving, Unmarried, White, Male,7443,0,40, United-States, <=50K -49, Local-gov,219021, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Male,0,0,48, United-States, >50K -37, Private,137229, Assoc-voc,11, Divorced, Sales, Not-in-family, White, Male,0,0,45, United-States, >50K -31, Self-emp-not-inc,281030, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -21, Private,234108, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -27, Private,46868, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Female,0,0,15, United-States, <=50K -20,,162667, HS-grad,9, Never-married,, Other-relative, White, Male,0,0,40, El-Salvador, <=50K -51, Private,173291, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -46, Private,305160, 1st-4th,2, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, Mexico, <=50K -48, Private,212954, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, >50K -39, Local-gov,112284, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -50, Private,164198, Assoc-acdm,12, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,15024,0,45, United-States, >50K -41, Private,152958, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -21, Private,145389, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,25, United-States, <=50K -54, Self-emp-inc,119570, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -40, Private,272343, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -44, Private,187720, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,41, United-States, <=50K -50, Private,145409, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, >50K -42, Private,208726, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Female,0,0,45, United-States, <=50K -34, Private,203488, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -46, Private,330416, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,25803, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,171150, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -37, Private,82576, Prof-school,15, Divorced, Prof-specialty, Not-in-family, White, Male,14084,0,36, United-States, >50K -30, Private,329425, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,185452, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -21, Private,201179, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -40, Private,182268, Preschool,1, Married-spouse-absent, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -56, Self-emp-not-inc,95763, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, <=50K -48, Private,125892, 9th,5, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Poland, <=50K -21, Private,121407, Assoc-voc,11, Never-married, Other-service, Own-child, White, Female,0,0,36, United-States, <=50K -52, Private,373367, 11th,7, Widowed, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -60, Local-gov,165982, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -45, Private,165484, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -30, Private,156890, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, <=50K -31, Private,156763, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,2829,0,40, United-States, <=50K -43, Private,244172, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,35,, <=50K -36, Private,219814, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, Guatemala, <=50K -42, Private,171841, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -28, Local-gov,168524, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,7688,0,35, United-States, >50K -62, Private,205643, Prof-school,15, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -65,,174904, HS-grad,9, Separated,, Not-in-family, White, Female,0,0,40, United-States, <=50K -45, Private,102559, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Canada, >50K -47, Private,60267, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,38, United-States, >50K -43, Private,388725, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,215712, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,35, United-States, <=50K -44, Private,171722, HS-grad,9, Separated, Other-service, Unmarried, White, Female,0,0,39, United-States, <=50K -25, Private,193051, HS-grad,9, Never-married, Exec-managerial, Own-child, White, Male,0,0,25, United-States, <=50K -21, Private,305446, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -29, Private,146949, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,43, United-States, <=50K -21, Private,322144, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -41, Self-emp-inc,75742, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, El-Salvador, >50K -64,,380687, Bachelors,13, Married-civ-spouse,, Wife, Black, Female,0,0,8, United-States, <=50K -55, Self-emp-not-inc,95149, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,99, United-States, <=50K -42, Private,68469, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -63, Self-emp-not-inc,27653, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,35, United-States, <=50K -21, Private,410439, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,24, United-States, <=50K -28, Private,37821, Assoc-voc,11, Never-married, Sales, Unmarried, White, Female,0,0,55,, <=50K -45, Private,228570, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,35, United-States, <=50K -21, Private,141453, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -34, Private,88215, Masters,14, Married-civ-spouse, Prof-specialty, Wife, Asian-Pac-Islander, Female,0,0,40, China, >50K -53, Private,48641, 12th,8, Never-married, Other-service, Not-in-family, Other, Female,0,0,35, United-States, <=50K -45, Private,185385, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -47, Private,341471, HS-grad,9, Divorced, Priv-house-serv, Not-in-family, White, Female,0,0,4, United-States, <=50K -41, Private,163322, 11th,7, Divorced, Exec-managerial, Unmarried, White, Female,0,0,36, United-States, <=50K -35, Private,99357, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,1977,30, United-States, >50K -43, Self-emp-inc,602513, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -53, Local-gov,287192, 1st-4th,2, Married-civ-spouse, Other-service, Husband, White, Male,0,0,32, Mexico, <=50K -34, Private,215047, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,45, United-States, <=50K -46, Federal-gov,97863, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Husband, White, Male,5178,0,40, United-States, >50K -59, Private,308118, Assoc-acdm,12, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, >50K -53, Private,137192, Bachelors,13, Divorced, Exec-managerial, Unmarried, Asian-Pac-Islander, Male,0,0,50, United-States, <=50K -33, Private,275369, 7th-8th,4, Separated, Handlers-cleaners, Not-in-family, Black, Male,0,0,35, Haiti, <=50K -45, Private,99971, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -48, Self-emp-inc,103713, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -42, Private,253770, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -55, Private,162205, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,5178,0,72, United-States, >50K -46, Self-emp-not-inc,31267, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -17, Private,198146, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,16, United-States, <=50K -23, Private,178207, Some-college,10, Never-married, Handlers-cleaners, Unmarried, Amer-Indian-Eskimo, Female,0,0,35, United-States, <=50K -21, Private,317175, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,60, United-States, <=50K -53, Federal-gov,221791, HS-grad,9, Divorced, Craft-repair, Not-in-family, Black, Male,0,0,40, United-States, <=50K -61, Self-emp-inc,187124, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,20, United-States, >50K -58, State-gov,280519, HS-grad,9, Divorced, Other-service, Own-child, Black, Male,0,0,40, United-States, <=50K -36, Private,207568, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -45, Local-gov,192684, Some-college,10, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,38, United-States, <=50K -39, Private,103260, Bachelors,13, Married-civ-spouse, Craft-repair, Wife, White, Female,0,0,30, United-States, >50K -39, Private,191227, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Female,13550,0,50, United-States, >50K -48, Self-emp-inc,382242, Doctorate,16, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, >50K -41, Private,106900, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,38, United-States, <=50K -30, Private,48520, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,2002,40, United-States, <=50K -50, Private,55527, Assoc-acdm,12, Divorced, Craft-repair, Not-in-family, Black, Male,0,0,45, United-States, <=50K -51, Self-emp-not-inc,246820, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,7298,0,48, United-States, >50K -23, Private,33884, Some-college,10, Separated, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -41, Private,29762, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -47, Federal-gov,168109, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,70, United-States, <=50K -51, Private,207449, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, <=50K -60, Self-emp-inc,189098, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,194259, Bachelors,13, Divorced, Tech-support, Unmarried, White, Female,0,0,40, United-States, <=50K -20, Local-gov,194630, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -29, Local-gov,179681, HS-grad,9, Never-married, Transport-moving, Own-child, White, Female,0,0,37, United-States, <=50K -42, State-gov,136996, Some-college,10, Married-civ-spouse, Protective-serv, Husband, Black, Male,0,0,48, United-States, <=50K -32, Private,143604, HS-grad,9, Divorced, Other-service, Not-in-family, Black, Female,0,0,16, United-States, <=50K -19, Private,243373, 12th,8, Never-married, Sales, Other-relative, White, Male,1055,0,40, United-States, <=50K -34, Private,261799, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,45, United-States, >50K -48, Private,143281, HS-grad,9, Widowed, Machine-op-inspct, Not-in-family, White, Female,0,0,48, United-States, <=50K -38, Private,185556, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Italy, <=50K -38, Private,111499, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, >50K -40, Self-emp-not-inc,280433, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -39, Private,37314, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, >50K -38, Private,103408, Masters,14, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,40,, <=50K -26, Private,270151, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -23, State-gov,96748, Some-college,10, Never-married, Prof-specialty, Own-child, White, Male,0,0,10, United-States, <=50K -20, Private,164775, 5th-6th,3, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,40, Guatemala, <=50K -49, Private,190319, Bachelors,13, Married-spouse-absent, Adm-clerical, Not-in-family, Amer-Indian-Eskimo, Male,0,0,40, Philippines, <=50K -23, Private,213115, HS-grad,9, Never-married, Adm-clerical, Own-child, Black, Female,0,0,40, United-States, <=50K -47, Private,156926, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, Canada, >50K -43, Private,112967, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -56, Private,35373, Some-college,10, Divorced, Other-service, Not-in-family, White, Male,0,0,30, United-States, <=50K -60, Self-emp-not-inc,220342, 11th,7, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,35, United-States, <=50K -29, Private,163167, HS-grad,9, Divorced, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -25, Private,404951, Bachelors,13, Never-married, Exec-managerial, Not-in-family, Black, Female,0,0,38, United-States, <=50K -39, Private,122032, Assoc-voc,11, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -37, Private,143582, Assoc-voc,11, Never-married, Adm-clerical, Not-in-family, Other, Female,4101,0,35, United-States, <=50K -38, Private,108140, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,2202,0,45, United-States, <=50K -47, Private,251508, HS-grad,9, Divorced, Tech-support, Not-in-family, White, Female,0,0,36, United-States, <=50K -50, Self-emp-not-inc,197054, Prof-school,15, Divorced, Sales, Not-in-family, White, Male,0,0,50, United-States, >50K -64, Self-emp-not-inc,36960, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, >50K -35, Private,165930, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -25,,178960, 11th,7, Never-married,, Unmarried, White, Female,0,0,40, United-States, <=50K -42, Private,214503, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,44, United-States, >50K -51, Private,110458, Bachelors,13, Separated, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -21, Private,202125, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -53, Self-emp-not-inc,284329, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, >50K -29, Private,192924, Assoc-voc,11, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -34, Private,340917, Prof-school,15, Married-civ-spouse, Exec-managerial, Husband, White, Male,2829,0,50,, <=50K -37, Private,340614, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -20, Private,196678, 12th,8, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -18, Private,266489, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -57, Private,61474, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,45, United-States, >50K -47,,99127, Assoc-voc,11, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, >50K -27, Private,215955, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,2829,0,40, United-States, <=50K -23, Self-emp-inc,215395, Assoc-voc,11, Never-married, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -36, Self-emp-inc,183898, Bachelors,13, Divorced, Sales, Not-in-family, White, Male,0,0,60, United-States, <=50K -48, Private,97176, HS-grad,9, Divorced, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -40, Private,145160, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,43, United-States, <=50K -51, Private,357949, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,16, United-States, <=50K -59, Private,177120, 9th,5, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,288229, Some-college,10, Married-civ-spouse, Sales, Other-relative, Asian-Pac-Islander, Female,0,0,40, Greece, <=50K -39, Private,509060, Some-college,10, Divorced, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -32, Private,47932, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,103925, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -44, State-gov,183829, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,38, United-States, <=50K -51, Private,138852, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -54, Private,188186, HS-grad,9, Never-married, Other-service, Other-relative, White, Female,0,0,20, Hungary, <=50K -22, Private,34616, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,30, United-States, <=50K -19, Private,220819, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Female,0,0,40, United-States, <=50K -31, Federal-gov,281540, Assoc-acdm,12, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,45, United-States, <=50K -53, Private,47396, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,141350, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -19, Private,331433, HS-grad,9, Never-married, Protective-serv, Not-in-family, White, Male,0,0,32, United-States, <=50K -40, Federal-gov,346532, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,40, United-States, >50K -21, Private,241367, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,10, United-States, <=50K -39, Private,216256, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, Italy, >50K -40, Local-gov,153031, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,7298,0,35, United-States, >50K -36, Private,116138, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,40, Cambodia, <=50K -18, Private,193166, 9th,5, Never-married, Sales, Own-child, White, Female,0,0,42, United-States, <=50K -32, Self-emp-inc,275094, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,7688,0,55, Mexico, >50K -50, Private,81548, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -18, Private,167979, 11th,7, Never-married, Sales, Own-child, White, Male,0,0,15, United-States, <=50K -19, Private,67759, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,43, United-States, <=50K -53, Private,200190, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, >50K -49, Private,403112, HS-grad,9, Divorced, Other-service, Unmarried, Black, Female,0,0,32, United-States, <=50K -40, Private,214891, Bachelors,13, Married-spouse-absent, Transport-moving, Own-child, Other, Male,0,0,45,, <=50K -31, Private,142675, Some-college,10, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -47, Self-emp-not-inc,88500, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,35, United-States, <=50K -35, Local-gov,145308, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -47, Local-gov,204377, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -43, Self-emp-not-inc,260696, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,20, United-States, <=50K -51, Private,231181, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,21, United-States, <=50K -54, Private,260052, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -76, Local-gov,178665, 9th,5, Married-civ-spouse, Other-service, Husband, White, Male,0,0,30, United-States, <=50K -33, Private,226267, 7th-8th,4, Never-married, Sales, Not-in-family, White, Male,0,0,43, Mexico, <=50K -19, Private,111232, 12th,8, Never-married, Transport-moving, Own-child, White, Male,0,0,15, United-States, <=50K -49, Private,87928, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,5013,0,40, United-States, <=50K -26, Private,212748, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,110677, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,15, United-States, <=50K -49, Private,139268, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,7298,0,40, United-States, >50K -24, Private,306779, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,65, United-States, <=50K -48, Private,318331, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -36, State-gov,143385, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,288273, 12th,8, Separated, Adm-clerical, Unmarried, White, Female,1471,0,40, United-States, <=50K -31, Private,167725, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,15024,0,48, Philippines, >50K -53, Private,94081, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,44, United-States, >50K -22, Private,194723, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,10, United-States, <=50K -43, Private,163985, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,189759, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, Italy, <=50K -53, State-gov,195922, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -36, Federal-gov,54159, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -47, Local-gov,166863, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -52, Private,104501, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, Germany, >50K -39, Private,210626, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -24, Private,448026, Bachelors,13, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -17, Local-gov,170916, 10th,6, Never-married, Protective-serv, Own-child, White, Female,0,1602,40, United-States, <=50K -53, Local-gov,283602, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,15024,0,40, United-States, >50K -21, Private,189749, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -29, Private,90934, Bachelors,13, Never-married, Prof-specialty, Own-child, Asian-Pac-Islander, Male,0,0,64, Philippines, >50K -34, State-gov,253121, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,181776, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -61, Private,162397, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -20, Private,70708, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,60, United-States, <=50K -47, State-gov,103406, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,224658, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -26, Local-gov,213451, Some-college,10, Never-married, Other-service, Own-child, Black, Female,0,0,10, Jamaica, <=50K -53, Private,139671, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -26, Private,36201, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -39, Private,237713, Prof-school,15, Married-civ-spouse, Sales, Husband, White, Male,0,2415,99, United-States, >50K -17, Local-gov,173497, 11th,7, Never-married, Prof-specialty, Own-child, Black, Male,0,0,15, United-States, <=50K -46, Private,375606, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, >50K -34, Private,203488, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,15024,0,40, United-States, >50K -45, Self-emp-not-inc,107231, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,45, France, <=50K -23, Private,216811, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,16, United-States, <=50K -41, Private,288679, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,105516, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -28, Self-emp-not-inc,282972, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,4, United-States, <=50K -18, Self-emp-inc,117372, 11th,7, Never-married, Sales, Own-child, White, Male,0,0,15, United-States, <=50K -38, Private,112497, HS-grad,9, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, >50K -66,,186032, Assoc-voc,11, Widowed,, Not-in-family, White, Female,2964,0,30, United-States, <=50K -28, Private,192384, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -49, Private,43348, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, >50K -29, Private,181822, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -43, Local-gov,216070, Masters,14, Married-civ-spouse, Exec-managerial, Wife, Amer-Indian-Eskimo, Female,0,0,50, United-States, >50K -34, State-gov,112062, Masters,14, Never-married, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -30, Private,218551, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -25, Private,404616, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -27, Private,169460, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,240081, HS-grad,9, Never-married, Sales, Own-child, Black, Male,0,0,40, United-States, <=50K -22, Private,147655, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -26, Private,90277, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,40,, <=50K -49, Private,60751, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -44, Self-emp-not-inc,194636, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,3137,0,50, United-States, <=50K -37, Self-emp-not-inc,154641, Assoc-acdm,12, Married-civ-spouse, Farming-fishing, Husband, White, Male,2105,0,50, United-States, <=50K -39, Private,491000, Bachelors,13, Never-married, Exec-managerial, Other-relative, Black, Male,0,0,45, United-States, <=50K -33, Private,399088, HS-grad,9, Divorced, Transport-moving, Unmarried, White, Female,0,0,40, United-States, <=50K -41, Self-emp-not-inc,186909, Masters,14, Married-civ-spouse, Sales, Wife, White, Female,0,1902,35, United-States, >50K -65, Private,105491, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,99999,0,40, United-States, >50K -40, Private,34987, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,53, United-States, <=50K -26,,167835, Bachelors,13, Married-civ-spouse,, Wife, White, Female,0,0,20, United-States, <=50K -31, Private,288983, Some-college,10, Never-married, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, <=50K -28, Private,266070, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -71, Private,110380, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,2467,52, United-States, <=50K -25, Local-gov,31873, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -25, Private,294400, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -19,,184308, Some-college,10, Married-civ-spouse,, Wife, White, Female,0,0,30, United-States, <=50K -36, Self-emp-not-inc,175769, Prof-school,15, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -56, Private,182273, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,106541, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,138192, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -31, Private,196791, Prof-school,15, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,45, United-States, >50K -22, Private,223019, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -44, Private,109273, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,38, United-States, <=50K -60, Self-emp-not-inc,95490, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -65, Private,149131, 11th,7, Divorced, Machine-op-inspct, Other-relative, White, Male,0,0,40, United-States, <=50K -44, Private,219155, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, England, >50K -53, Local-gov,82783, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -28, Private,214858, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,170230, Bachelors,13, Divorced, Exec-managerial, Unmarried, White, Female,0,0,45, United-States, <=50K -40, Self-emp-inc,209344, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,15,, <=50K -35, Private,90406, 11th,7, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, United-States, <=50K -41, Self-emp-inc,299813, 9th,5, Married-civ-spouse, Sales, Wife, White, Female,0,0,70, Dominican-Republic, <=50K -28, Private,188064, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, Canada, <=50K -53, Private,246117, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Mexico, <=50K -26, Private,132749, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,45, United-States, <=50K -28, Local-gov,201099, HS-grad,9, Never-married, Transport-moving, Own-child, Black, Female,0,0,40, United-States, <=50K -27, Private,97490, Some-college,10, Divorced, Craft-repair, Unmarried, White, Female,0,0,40, United-States, <=50K -27, Private,221252, HS-grad,9, Never-married, Adm-clerical, Not-in-family, Amer-Indian-Eskimo, Female,0,0,8, United-States, <=50K -26, Private,116991, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -53, Private,161691, HS-grad,9, Widowed, Sales, Not-in-family, White, Female,0,0,35, United-States, <=50K -34, Private,107793, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Germany, >50K -50, Self-emp-inc,194514, Masters,14, Never-married, Prof-specialty, Not-in-family, Black, Male,0,0,50, Trinadad&Tobago, <=50K -30, Private,278502, HS-grad,9, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,62, United-States, <=50K -47, Private,343742, HS-grad,9, Separated, Craft-repair, Unmarried, Black, Male,0,0,40, United-States, <=50K -27,,204074, HS-grad,9, Never-married,, Not-in-family, White, Male,0,0,40, United-States, <=50K -55, Federal-gov,31965, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,143604, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,29,, <=50K -35, Private,174308, Some-college,10, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -31, Self-emp-not-inc,162551, 12th,8, Married-civ-spouse, Sales, Wife, Asian-Pac-Islander, Female,0,0,50,, <=50K -39, Self-emp-inc,372525, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -30, Private,75167, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, <=50K -39, Private,176296, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,1887,40, United-States, >50K -19, Private,93518, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -25,,126797, HS-grad,9, Married-spouse-absent,, Not-in-family, White, Male,0,0,40, United-States, <=50K -57, Self-emp-not-inc,25124, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,60, United-States, <=50K -21, Private,112137, Some-college,10, Never-married, Prof-specialty, Other-relative, Asian-Pac-Islander, Female,0,0,20, South, <=50K -30,,58798, 7th-8th,4, Widowed,, Not-in-family, White, Female,0,0,44, United-States, <=50K -25, Self-emp-not-inc,21472, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,22, United-States, <=50K -32, Private,90969, Assoc-voc,11, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, >50K -26, Private,149734, HS-grad,9, Separated, Craft-repair, Unmarried, Black, Female,0,1594,40, United-States, <=50K -42, Private,52849, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -39, Self-emp-not-inc,106347, Some-college,10, Divorced, Sales, Unmarried, White, Male,0,0,47, United-States, <=50K -48, Private,199735, Bachelors,13, Divorced, Priv-house-serv, Not-in-family, White, Female,0,0,44, Germany, <=50K -24, Private,488541, Some-college,10, Never-married, Other-service, Unmarried, Black, Female,0,0,35, United-States, <=50K -46, Private,403911, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, >50K -53, Private,172991, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,25, United-States, <=50K -36, Federal-gov,210945, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,70, United-States, <=50K -34, Private,157446, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,0,0,45, United-States, <=50K -25, Private,109390, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,70, United-States, <=50K -33, Private,134886, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,99999,0,30, United-States, >50K -45, Private,144579, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -31, Federal-gov,203488, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -21, Private,202871, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,20, United-States, <=50K -33, Private,175412, 9th,5, Divorced, Craft-repair, Unmarried, White, Male,114,0,55, United-States, <=50K -44, Private,336906, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -34, Private,177596, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, Puerto-Rico, >50K -30, Private,79448, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,10, United-States, <=50K -32, Local-gov,191731, Some-college,10, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -46,,233014, HS-grad,9, Divorced,, Not-in-family, Black, Female,0,0,40, United-States, <=50K -29, Private,133937, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -20, Private,219211, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -35, State-gov,94529, HS-grad,9, Divorced, Protective-serv, Unmarried, White, Female,0,0,40, United-States, <=50K -35, Private,247547, HS-grad,9, Separated, Prof-specialty, Other-relative, Black, Female,0,0,40, United-States, <=50K -29, Private,29361, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,38, United-States, <=50K -21, Private,166851, HS-grad,9, Never-married, Machine-op-inspct, Other-relative, White, Male,0,0,40, United-States, <=50K -43, Federal-gov,197069, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, Philippines, >50K -33, Private,153588, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -61, Federal-gov,151369, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -42, Private,174112, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -33, Private,520033, 12th,8, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -35, State-gov,194828, Some-college,10, Never-married, Prof-specialty, Own-child, Black, Female,0,0,40, United-States, <=50K -32,,216908, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,24, United-States, <=50K -22, Private,126613, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -61, Private,26254, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -28, Private,54042, Assoc-voc,11, Never-married, Other-service, Not-in-family, White, Female,2463,0,35, United-States, <=50K -24, Private,67804, HS-grad,9, Never-married, Other-service, Own-child, Black, Male,0,0,40, United-States, <=50K -58, Local-gov,53481, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,35, United-States, <=50K -42, Private,412379, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -56, Private,220187, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -26,,256141, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -25, Private,268222, HS-grad,9, Separated, Handlers-cleaners, Unmarried, Black, Female,0,0,40, United-States, <=50K -59, Private,99131, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -65, Self-emp-not-inc,115498, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,3818,0,10, United-States, <=50K -57, Private,317847, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Male,0,2824,50, United-States, >50K -36, Private,98389, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,44, United-States, >50K -42, Private,173704, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,1887,50, United-States, >50K -18,,211177, 12th,8, Never-married,, Other-relative, Black, Male,0,0,20, United-States, <=50K -18, Private,115443, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,65078, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -20, Private,24896, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,20, United-States, <=50K -19, Private,184710, Some-college,10, Never-married, Tech-support, Own-child, White, Male,0,0,30, United-States, <=50K -28, Private,410450, Bachelors,13, Divorced, Other-service, Unmarried, White, Female,0,0,48, England, >50K -37, Private,83893, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,113309, Some-college,10, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -60, Private,160625, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,47, United-States, <=50K -17, Local-gov,340043, 12th,8, Never-married, Adm-clerical, Own-child, White, Female,0,0,12, United-States, <=50K -37, Local-gov,48976, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,4865,0,45, United-States, <=50K -29, State-gov,243875, Assoc-voc,11, Divorced, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -34, Private,554206, HS-grad,9, Separated, Transport-moving, Not-in-family, Black, Male,0,0,20, United-States, <=50K -36, Private,361888, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40,, >50K -37, Self-emp-not-inc,205359, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,15, United-States, <=50K -47, State-gov,167281, Bachelors,13, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,35663, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -61, Private,357437, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -57, Private,390856, 5th-6th,3, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,45, Mexico, <=50K -33, Federal-gov,331615, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1848,40, United-States, >50K -54, Private,202415, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -40, Private,180032, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,1669,40, United-States, <=50K -40, Private,77247, 12th,8, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -40, Local-gov,101795, HS-grad,9, Never-married, Protective-serv, Not-in-family, White, Male,0,0,42, United-States, <=50K -35, Private,272019, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,2057,40, United-States, <=50K -32, Private,198068, 11th,7, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -49, Self-emp-not-inc,199326, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -31, Private,178841, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -58, Private,136951, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -26, Self-emp-inc,109240, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -35, Self-emp-not-inc,128876, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,103358, Some-college,10, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, India, <=50K -43, Private,354408, 12th,8, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,40, United-States, <=50K -32, Private,206051, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,35, United-States, <=50K -45, Private,155659, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -48, Private,143299, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, Black, Male,0,0,40, United-States, <=50K -31, Private,252210, 5th-6th,3, Never-married, Other-service, Own-child, White, Male,0,0,40, Mexico, <=50K -20,,129240, Some-college,10, Never-married,, Own-child, White, Female,0,0,25, United-States, <=50K -28, Private,398918, HS-grad,9, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -50, Self-emp-not-inc,240612, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,60, United-States, <=50K -22, Private,429346, HS-grad,9, Never-married, Adm-clerical, Other-relative, Black, Male,0,0,40, United-States, <=50K -19, Private,123718, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -38, Private,455379, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,63, United-States, >50K -23, Private,376416, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -24, Self-emp-inc,234663, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -26, Private,282142, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, <=50K -45, State-gov,208049, HS-grad,9, Divorced, Tech-support, Unmarried, White, Female,0,0,40, United-States, <=50K -88, Private,68539, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -19, Private,126501, 11th,7, Never-married, Adm-clerical, Own-child, Amer-Indian-Eskimo, Female,0,0,15, South, <=50K -24, Private,186452, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -84,,127184, 5th-6th,3, Married-civ-spouse,, Husband, White, Male,0,0,20, United-States, <=50K -48, Private,165267, 10th,6, Married-civ-spouse, Farming-fishing, Husband, Black, Male,0,0,40, United-States, <=50K -46, Private,124733, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,0,40, Vietnam, <=50K -31, Self-emp-inc,149726, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -58, Private,41374, HS-grad,9, Widowed, Adm-clerical, Unmarried, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -35, Local-gov,329759, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,212433, HS-grad,9, Never-married, Craft-repair, Own-child, Black, Male,0,0,40, United-States, <=50K -36, Private,185099, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, >50K -47, Local-gov,126754, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -57, Private,122497, 9th,5, Widowed, Other-service, Unmarried, Black, Male,0,0,52,, <=50K -30, Private,118056, Some-college,10, Married-spouse-absent, Exec-managerial, Unmarried, White, Female,0,0,45, United-States, <=50K -30, Local-gov,200892, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -19,,200790, 12th,8, Married-civ-spouse,, Other-relative, White, Female,15024,0,40, United-States, >50K -30, Self-emp-inc,84119, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Male,0,0,43, United-States, <=50K -23, Local-gov,197918, Some-college,10, Never-married, Protective-serv, Own-child, White, Male,0,0,40, United-States, >50K -41, Self-emp-not-inc,150533, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -52, Private,443742, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,60, United-States, <=50K -27, Private,104423, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -59, Private,169133, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -21, Private,185551, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,36, United-States, <=50K -60, Private,174486, HS-grad,9, Widowed, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -69, State-gov,50468, Prof-school,15, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,34, United-States, >50K -24, Private,196943, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -19, Private,120691, HS-grad,9, Never-married, Sales, Own-child, Black, Male,0,0,25, United-States, <=50K -60, State-gov,198815, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,20, Mexico, <=50K -64, Private,22186, Some-college,10, Widowed, Tech-support, Not-in-family, White, Female,0,0,35, United-States, <=50K -39, Self-emp-inc,188069, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -51, Private,233149, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -51, Private,138358, 10th,6, Divorced, Craft-repair, Not-in-family, Black, Female,0,0,35, United-States, <=50K -25, Private,338013, Some-college,10, Divorced, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -17,,332666, 10th,6, Never-married,, Own-child, White, Female,0,0,4, United-States, <=50K -37, Private,166339, Some-college,10, Divorced, Tech-support, Unmarried, White, Female,0,0,40, United-States, <=50K -74, Self-emp-not-inc,392886, HS-grad,9, Widowed, Farming-fishing, Not-in-family, White, Female,0,0,14, United-States, <=50K -26, State-gov,141838, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,40, United-States, >50K -23, Private,520759, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Male,0,0,30, United-States, <=50K -57, Self-emp-inc,37345, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,36, United-States, >50K -20, Private,387779, 11th,7, Never-married, Transport-moving, Own-child, White, Male,0,0,15, United-States, <=50K -37, Private,201531, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -46, Private,123598, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,380614, Some-college,10, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,45, United-States, >50K -40, Private,83859, HS-grad,9, Widowed, Machine-op-inspct, Own-child, White, Female,0,0,30, United-States, <=50K -50, State-gov,24790, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,266820, Preschool,1, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,35, Mexico, <=50K -44, Private,85440, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,45, United-States, <=50K -41, Private,421837, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -30, Self-emp-not-inc,404062, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,15, United-States, >50K -38, Private,224566, Assoc-voc,11, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,50, United-States, <=50K -54, Private,294991, 10th,6, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -40, Federal-gov,189610, HS-grad,9, Divorced, Adm-clerical, Not-in-family, Black, Female,0,0,52, United-States, <=50K -37, Private,219141, 11th,7, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,7688,0,40, United-States, >50K -46, Federal-gov,20956, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,40, United-States, >50K -38, Private,70995, HS-grad,9, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,45, United-States, <=50K -20, Private,215232, Some-college,10, Never-married, Exec-managerial, Own-child, White, Female,0,0,10, United-States, <=50K -71,,178295, Assoc-acdm,12, Married-civ-spouse,, Husband, White, Male,0,0,3, United-States, <=50K -35, Private,56201, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, Mexico, <=50K -62, Private,98076, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -34, Private,351810, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,45, Cuba, <=50K -56, Self-emp-not-inc,144351, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,90, United-States, <=50K -30, State-gov,137613, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,20, Taiwan, <=50K -17, Private,54257, 11th,7, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -18, Self-emp-not-inc,230373, 11th,7, Never-married, Other-service, Own-child, White, Female,594,0,4, United-States, <=50K -35, Private,98389, 11th,7, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,184135, HS-grad,9, Never-married, Machine-op-inspct, Own-child, Black, Male,0,0,1, United-States, <=50K -46, Self-emp-not-inc,140121, HS-grad,9, Divorced, Craft-repair, Own-child, White, Male,0,0,50, United-States, <=50K -33, Self-emp-not-inc,24504, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -27, Private,129528, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -36, Private,415578, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -42, Private,97142, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,201328, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -25, Private,256620, Bachelors,13, Separated, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -47, Federal-gov,96854, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -44, State-gov,141858, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,75, United-States, >50K -51, Federal-gov,20795, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,7688,0,40, United-States, >50K -53, Private,95519, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,42, United-States, >50K -47, Private,112791, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,291407, 11th,7, Never-married, Handlers-cleaners, Own-child, Black, Male,0,0,40, United-States, <=50K -32, Private,239659, Some-college,10, Separated, Machine-op-inspct, Unmarried, Black, Female,0,0,70, United-States, <=50K -28, Private,183151, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -58,,97634, 5th-6th,3, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -52, Private,143807, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -35, Private,186934, Masters,14, Separated, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, >50K -30, Private,170065, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,108328, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,6849,0,50, United-States, <=50K -56, State-gov,83696, Bachelors,13, Separated, Prof-specialty, Not-in-family, White, Female,0,0,38,, <=50K -21, Private,204596, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -56,,32604, Some-college,10, Never-married,, Not-in-family, Black, Female,0,0,40, United-States, <=50K -56, Private,193453, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,65, United-States, >50K -45, Private,148995, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,15024,0,40, United-States, >50K -20, Private,85041, Some-college,10, Never-married, Exec-managerial, Own-child, White, Female,0,0,20, United-States, <=50K -62, Local-gov,140851, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, >50K -24, Private,196280, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,30, United-States, <=50K -52, Federal-gov,38973, Bachelors,13, Separated, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -23, Private,39182, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,198841, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -40, Private,694812, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Private,247444, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Nicaragua, <=50K -41, Private,294270, 9th,5, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,35, United-States, <=50K -59, Private,195820, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -27, Private,329426, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,37, United-States, <=50K -19,,174871, Some-college,10, Never-married,, Own-child, White, Male,0,0,23, United-States, <=50K -41, Private,116103, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -27, Private,206903, Bachelors,13, Never-married, Handlers-cleaners, Unmarried, White, Male,0,0,35, United-States, <=50K -50, Private,217577, HS-grad,9, Widowed, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -29, Private,337693, 5th-6th,3, Never-married, Other-service, Own-child, White, Female,0,0,40, El-Salvador, <=50K -38, Private,204501, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -30, Private,169186, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,60, United-States, <=50K -48, Private,109421, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, <=50K -39, Local-gov,267893, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, Black, Male,7298,0,40, United-States, >50K -40, Private,200479, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -27, Local-gov,221317, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Mexico, <=50K -59, Self-emp-not-inc,132925, Masters,14, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -31,,283531, HS-grad,9, Divorced,, Unmarried, Black, Female,0,0,20, United-States, <=50K -34, Private,170769, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,50, United-States, >50K -47, Self-emp-inc,186410, Prof-school,15, Never-married, Other-service, Not-in-family, White, Male,0,0,60, United-States, >50K -64, Self-emp-inc,307786, 1st-4th,2, Married-civ-spouse, Sales, Husband, White, Male,0,0,20, United-States, <=50K -29, Private,380560, 9th,5, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Mexico, <=50K -38, Local-gov,147258, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -42, Private,212894, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,1887,40, United-States, >50K -49, Private,124356, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -53, Private,98791, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,216473, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,50, United-States, >50K -70,,135339, Bachelors,13, Married-civ-spouse,, Husband, Asian-Pac-Islander, Male,0,0,40, China, <=50K -38, Private,107303, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,152744, Bachelors,13, Divorced, Sales, Other-relative, Asian-Pac-Islander, Female,0,0,40, South, <=50K -34, Self-emp-not-inc,100079, Bachelors,13, Married-civ-spouse, Sales, Husband, Asian-Pac-Islander, Male,0,0,55, India, <=50K -24, Private,117779, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,10, Hungary, <=50K -23, Private,197613, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -21, Private,411068, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,35, United-States, <=50K -47, Private,192984, Some-college,10, Widowed, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -59, Private,66356, 7th-8th,4, Never-married, Farming-fishing, Unmarried, White, Male,4865,0,40, United-States, <=50K -33, Federal-gov,137184, Assoc-acdm,12, Divorced, Exec-managerial, Unmarried, White, Male,0,0,50, United-States, >50K -63, Self-emp-not-inc,231105, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,35, United-States, >50K -18, Local-gov,146586, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,60, United-States, <=50K -32, Private,32406, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, <=50K -33, Private,578701, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,40,, <=50K -19, Private,206777, HS-grad,9, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,40, United-States, <=50K -27, Local-gov,133495, HS-grad,9, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -40, Private,34722, Some-college,10, Divorced, Transport-moving, Not-in-family, White, Male,0,0,48, United-States, >50K -38, Self-emp-not-inc,133299, Assoc-acdm,12, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,24967, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Male,0,0,47, United-States, <=50K -35, Self-emp-not-inc,171968, HS-grad,9, Separated, Transport-moving, Not-in-family, White, Male,0,0,70, United-States, <=50K -22, Private,412156, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -40, Private,51290, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -34, Private,198265, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,3103,0,40, United-States, >50K -23, Private,293565, 10th,6, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -26, Private,226288, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -53, Self-emp-inc,110445, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -34, Private,160634, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -39, Private,174242, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,390316, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Mexico, <=50K -18, Private,298860, 11th,7, Never-married, Sales, Own-child, White, Male,0,0,20, United-States, <=50K -65, Private,171584, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -49, Self-emp-not-inc,232664, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -64, Private,63676, 10th,6, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,40, United-States, <=50K -68, Private,170376, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -56, Self-emp-not-inc,175964, Some-college,10, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -68, Federal-gov,422013, HS-grad,9, Divorced, Prof-specialty, Not-in-family, White, Female,0,3683,40, United-States, <=50K -35, Private,105813, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,48, United-States, >50K -50, Federal-gov,306707, HS-grad,9, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,12, United-States, <=50K -45, Private,177543, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,28, United-States, <=50K -43, Private,320277, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,129495, Some-college,10, Separated, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -37, Private,257042, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,1506,0,40, United-States, <=50K -45, Private,275995, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,50, United-States, >50K -20,,86318, Some-college,10, Never-married,, Own-child, White, Female,0,0,10, United-States, <=50K -36, Private,280440, Assoc-acdm,12, Never-married, Tech-support, Unmarried, White, Female,0,0,45, United-States, <=50K -26, Private,371556, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -36, Private,408229, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,32, United-States, <=50K -47, Private,149337, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,60, United-States, <=50K -34, Private,209297, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, Black, Male,0,2001,40, United-States, <=50K -53, Private,355802, Some-college,10, Widowed, Sales, Unmarried, White, Female,0,0,30, United-States, <=50K -32, Private,165949, Bachelors,13, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,1590,42, United-States, <=50K -44, Self-emp-not-inc,112507, 5th-6th,3, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,462869, HS-grad,9, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,40, Mexico, <=50K -35, Private,413648, 5th-6th,3, Never-married, Farming-fishing, Unmarried, White, Male,0,0,36, United-States, <=50K -34, Private,29235, Assoc-acdm,12, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -42, Private,149823, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -47, Private,39530, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,4, United-States, <=50K -23, Private,197387, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,37, Mexico, <=50K -56, Local-gov,255406, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -50, Private,43764, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,50, United-States, >50K -38, Private,168322, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -46, Private,278322, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -47, Private,115813, Assoc-acdm,12, Separated, Adm-clerical, Unmarried, White, Female,0,0,57, United-States, <=50K -38, Self-emp-not-inc,184456, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,3464,0,80, Italy, <=50K -42, Private,289636, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,46, United-States, <=50K -48, Private,101684, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,133425, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, <=50K -40, Private,349405, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,36, United-States, <=50K -53, Private,124076, Doctorate,16, Married-civ-spouse, Prof-specialty, Wife, White, Female,99999,0,37, United-States, >50K -75, Self-emp-not-inc,165968, Assoc-voc,11, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,30, United-States, <=50K -39, Private,185099, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,48, United-States, >50K -46, Federal-gov,268281, Assoc-acdm,12, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -51, Private,154949, HS-grad,9, Widowed, Machine-op-inspct, Not-in-family, Black, Female,0,0,40, United-States, <=50K -34, Private,176711, HS-grad,9, Divorced, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -23, Private,165064, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,213750, Assoc-voc,11, Never-married, Other-service, Not-in-family, White, Male,0,0,45, United-States, <=50K -45, Self-emp-not-inc,77132, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,55, United-States, <=50K -21, Private,109667, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -36, Private,162164, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,44, United-States, <=50K -40, Private,219591, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -20,,327462, 10th,6, Divorced,, Not-in-family, White, Female,0,0,40, United-States, <=50K -68, Private,236943, 9th,5, Divorced, Farming-fishing, Not-in-family, Black, Male,0,0,20, United-States, <=50K -40, Private,89226, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -20, Private,124751, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,24, United-States, <=50K -48, Local-gov,144122, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, >50K -27, Private,98769, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,45, United-States, <=50K -57, Federal-gov,170066, Assoc-voc,11, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -54, Self-emp-inc,162439, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,98, United-States, >50K -47, Private,22900, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -30, Local-gov,102130, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -17,,215743, 11th,7, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -35, Private,381583, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Other, Male,0,0,45, United-States, >50K -56, Local-gov,198277, 12th,8, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -20, Private,243178, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,28, United-States, <=50K -38, Local-gov,177305, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,38, United-States, <=50K -19, Private,167149, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,25, United-States, <=50K -24, Private,270872, HS-grad,9, Never-married, Craft-repair, Other-relative, White, Male,594,0,40,, <=50K -31, Private,382368, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, Germany, <=50K -44, Local-gov,277144, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,60, United-States, <=50K -21, State-gov,145651, Some-college,10, Never-married, Sales, Own-child, Black, Female,0,1602,12, United-States, <=50K -41, Private,171351, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -18, Private,265099, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,16, United-States, <=50K -23, Private,105617, 9th,5, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -37, Local-gov,217689, Some-college,10, Married-civ-spouse, Other-service, Husband, Amer-Indian-Eskimo, Male,0,0,32, United-States, <=50K -46,,81136, Assoc-voc,11, Divorced,, Unmarried, White, Male,0,0,30, United-States, <=50K -43, Self-emp-not-inc,73883, Bachelors,13, Divorced, Sales, Unmarried, White, Male,0,0,45, United-States, <=50K -31, Private,339482, 1st-4th,2, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Mexico, <=50K -40, Private,326232, Some-college,10, Divorced, Transport-moving, Unmarried, White, Male,0,0,40, United-States, >50K -27, Private,106316, Prof-school,15, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,12, United-States, <=50K -64, Local-gov,198728, Some-college,10, Never-married, Transport-moving, Unmarried, White, Male,0,0,40, United-States, <=50K -31, Federal-gov,126501, Assoc-voc,11, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -48, Private,233802, Masters,14, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,45, United-States, <=50K -37, Self-emp-not-inc,204501, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,20, Canada, >50K -28, Private,208249, Some-college,10, Divorced, Tech-support, Not-in-family, White, Male,0,0,24, United-States, <=50K -42, Private,188693, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -60, Self-emp-inc,93272, 7th-8th,4, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -17, Private,159299, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -21,,303588, Some-college,10, Never-married,, Own-child, White, Female,0,0,30, United-States, <=50K -46, Private,35136, 10th,6, Divorced, Adm-clerical, Own-child, Black, Male,0,0,40, United-States, <=50K -18, Private,139576, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -22, Private,252355, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,27, United-States, <=50K -44, Self-emp-not-inc,83812, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,60, United-States, <=50K -36, Private,89718, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -65, Private,222810, Assoc-voc,11, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -26, Private,456618, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,40, Mexico, <=50K -21, Private,296158, 10th,6, Married-civ-spouse, Other-service, Husband, White, Male,0,0,25, United-States, <=50K -41, Private,162140, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,2339,40, United-States, <=50K -28, Private,36601, Some-college,10, Never-married, Other-service, Unmarried, White, Female,0,0,35, United-States, <=50K -27, Private,195337, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -19, State-gov,282721, Some-college,10, Never-married, Other-service, Not-in-family, Black, Male,0,0,12, United-States, <=50K -40, Private,206049, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -19, Private,223392, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,15, United-States, <=50K -40, Private,27821, Assoc-voc,11, Married-civ-spouse, Transport-moving, Husband, White, Male,2829,0,40, United-States, <=50K -37, Private,131827, HS-grad,9, Never-married, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -33, Private,549413, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,40, United-States, >50K -34, Private,69491, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -44, Local-gov,193755, Assoc-acdm,12, Never-married, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, <=50K -33, Private,598802, Some-college,10, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -72, Local-gov,259762, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,2290,0,10, United-States, <=50K -19, Private,266255, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -59, Private,32954, Assoc-voc,11, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,36, United-States, <=50K -40, Private,291808, HS-grad,9, Divorced, Protective-serv, Not-in-family, Black, Female,0,0,40, United-States, <=50K -35, Private,190728, HS-grad,9, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -22, Private,59184, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,45, United-States, <=50K -41, Private,196456, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -59, Private,147989, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,50, United-States, >50K -50, Private,195784, 12th,8, Divorced, Handlers-cleaners, Unmarried, White, Male,0,0,40, United-States, <=50K -21, Private,202214, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,10, United-States, <=50K -40, Self-emp-inc,225165, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,54825, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -43, Private,188905, 5th-6th,3, Separated, Machine-op-inspct, Not-in-family, White, Female,0,0,40, Mexico, <=50K -17, Private,132636, 11th,7, Never-married, Transport-moving, Own-child, White, Female,0,0,16, United-States, <=50K -42, Local-gov,228320, 7th-8th,4, Divorced, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -37, Private,415500, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, >50K -19, Private,254247, 12th,8, Never-married, Adm-clerical, Own-child, White, Male,0,0,38,, <=50K -43, Private,255635, 5th-6th,3, Married-civ-spouse, Machine-op-inspct, Husband, Other, Male,0,0,40, Mexico, <=50K -46, Private,96080, 9th,5, Separated, Craft-repair, Unmarried, White, Female,0,0,40, United-States, <=50K -18,,78181, HS-grad,9, Never-married,, Own-child, White, Female,0,0,20, United-States, <=50K -50, Local-gov,339547, Prof-school,15, Married-civ-spouse, Adm-clerical, Husband, Asian-Pac-Islander, Male,0,0,40, Laos, >50K -47, Self-emp-not-inc,126500, 7th-8th,4, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, Puerto-Rico, <=50K -31, Private,511289, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,2907,0,99, United-States, <=50K -33, Private,159574, 7th-8th,4, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,45, United-States, <=50K -27, Private,224105, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,7298,0,40, United-States, >50K -59, Self-emp-not-inc,128105, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,35, United-States, <=50K -39, Local-gov,89508, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -29, Private,370242, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,67257, Bachelors,13, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,55, United-States, <=50K -24, Private,62952, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -25, Private,111058, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,1980,40, United-States, <=50K -30, Private,29235, Some-college,10, Never-married, Adm-clerical, Other-relative, White, Female,0,0,20, United-States, <=50K -52, State-gov,101119, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -51, Federal-gov,140516, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -30, Private,159888, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,60, United-States, >50K -19,,45643, Some-college,10, Never-married,, Own-child, White, Female,0,0,25, United-States, <=50K -23, Private,166371, Some-college,10, Never-married, Tech-support, Own-child, White, Male,0,0,60, United-States, <=50K -37, State-gov,160910, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, <=50K -25, State-gov,257064, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,38, United-States, <=50K -49, Self-emp-not-inc,181307, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,65, United-States, >50K -30, Private,83253, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, <=50K -40, Private,128700, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -20, Private,243010, HS-grad,9, Never-married, Machine-op-inspct, Other-relative, Other, Male,0,0,32, United-States, <=50K -35, Self-emp-not-inc,37778, Assoc-voc,11, Married-civ-spouse, Farming-fishing, Husband, White, Male,3103,0,55, United-States, <=50K -24, Private,132320, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Male,0,0,45, United-States, <=50K -32, Private,234755, HS-grad,9, Separated, Craft-repair, Unmarried, Black, Male,0,0,40, United-States, <=50K -35, Private,142616, HS-grad,9, Separated, Other-service, Own-child, Black, Female,0,0,30, United-States, <=50K -20, Private,148509, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -29, State-gov,240738, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -25, Private,32276, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,28, United-States, <=50K -50, Local-gov,163921, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,464103, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,50, United-States, <=50K -49,,271346, Bachelors,13, Married-civ-spouse,, Husband, White, Male,15024,0,60, United-States, >50K -30, Local-gov,327825, HS-grad,9, Divorced, Protective-serv, Own-child, White, Female,0,0,32, United-States, <=50K -37, Private,267085, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -50, Private,266945, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,3137,0,40, El-Salvador, <=50K -20, Private,234663, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,30, United-States, <=50K -49, Self-emp-not-inc,189123, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,5013,0,50, United-States, <=50K -55, Private,104996, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -61, Private,101265, 12th,8, Widowed, Machine-op-inspct, Unmarried, White, Female,0,0,40, Italy, <=50K -22, Private,184975, HS-grad,9, Married-spouse-absent, Other-service, Own-child, White, Female,0,0,3, United-States, <=50K -23, Private,246965, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,12, United-States, <=50K -43, Private,227065, HS-grad,9, Never-married, Prof-specialty, Not-in-family, White, Male,4650,0,40, United-States, <=50K -39, Private,301867, Bachelors,13, Divorced, Adm-clerical, Not-in-family, Asian-Pac-Islander, Female,0,0,24, Philippines, <=50K -21, Private,185948, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,35, United-States, <=50K -52, Self-emp-inc,134854, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -30, Private,281030, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,4064,0,40, United-States, <=50K -42, Private,126701, Bachelors,13, Divorced, Adm-clerical, Unmarried, White, Male,9562,0,45, United-States, >50K -50, Self-emp-not-inc,95949, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -51, Self-emp-not-inc,88528, Assoc-acdm,12, Divorced, Exec-managerial, Unmarried, White, Female,0,0,99, United-States, <=50K -47, Private,24723, 10th,6, Divorced, Exec-managerial, Not-in-family, Amer-Indian-Eskimo, Female,0,0,45, United-States, <=50K -49,,171411, 9th,5, Divorced,, Not-in-family, White, Male,0,0,40, United-States, <=50K -45, Private,184581, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -48, Federal-gov,100067, Some-college,10, Widowed, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -36, Private,182863, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -20, Never-worked,462294, Some-college,10, Never-married,, Own-child, Black, Male,0,0,40, United-States, <=50K -61, Private,85434, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -72, Private,158092, Bachelors,13, Divorced, Sales, Not-in-family, White, Male,0,0,30, United-States, <=50K -19, Private,104844, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,15, United-States, <=50K -54, Self-emp-inc,304570, Bachelors,13, Married-civ-spouse, Machine-op-inspct, Husband, Asian-Pac-Islander, Male,7688,0,40,, >50K -47,,89806, Some-college,10, Divorced,, Not-in-family, Amer-Indian-Eskimo, Female,0,0,35, United-States, <=50K -39, Private,106183, HS-grad,9, Divorced, Other-service, Unmarried, Amer-Indian-Eskimo, Female,6849,0,40, United-States, <=50K -24, Private,89347, 11th,7, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -44, Private,157236, Some-college,10, Married-spouse-absent, Handlers-cleaners, Unmarried, White, Male,0,0,40, Poland, <=50K -19, Private,261259, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,20, United-States, <=50K -20, Private,286166, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,48, United-States, <=50K -23, Private,122272, HS-grad,9, Never-married, Craft-repair, Own-child, White, Female,0,0,40, United-States, <=50K -58, Private,248739, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,53, United-States, >50K -20, Private,224238, 12th,8, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -62, Private,138157, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,12, United-States, <=50K -25, Private,148460, HS-grad,9, Never-married, Adm-clerical, Own-child, Black, Female,4416,0,40, Puerto-Rico, <=50K -67, Private,236627, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,2, United-States, <=50K -37, Local-gov,191364, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, France, >50K -36, Private,353524, HS-grad,9, Divorced, Exec-managerial, Own-child, White, Female,1831,0,40, United-States, <=50K -38, Private,391040, Assoc-voc,11, Separated, Tech-support, Unmarried, White, Female,0,0,20, United-States, <=50K -23, Private,134997, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,80, United-States, <=50K -28, Private,392487, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, United-States, <=50K -25, Private,216724, HS-grad,9, Divorced, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -41, Self-emp-not-inc,174395, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,55, United-States, >50K -63, Private,383058, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,1848,40, United-States, >50K -60, Self-emp-not-inc,96073, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,30, United-States, <=50K -31, Self-emp-inc,103435, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -29, Self-emp-not-inc,96718, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,37, United-States, <=50K -37, Private,178948, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,7688,0,45, United-States, >50K -51, Private,173987, 9th,5, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -45, Private,34419, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,40, United-States, >50K -27, Private,224849, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -18, Private,249857, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -34, Private,340458, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -66, Self-emp-not-inc,427422, Doctorate,16, Married-civ-spouse, Sales, Husband, White, Male,0,2377,25, United-States, >50K -19,,440417, Some-college,10, Never-married,, Own-child, White, Female,0,0,15, United-States, <=50K -36, Private,175643, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, <=50K -35, Private,297485, Bachelors,13, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -27, Private,232954, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -29, Private,326330, Some-college,10, Divorced, Exec-managerial, Own-child, White, Female,1831,0,40, United-States, <=50K -25, Private,109419, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -22, Private,127768, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,32, United-States, >50K -41, Private,252986, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, United-States, >50K -20, Private,380544, Assoc-acdm,12, Never-married, Transport-moving, Own-child, White, Male,0,0,20, United-States, <=50K -52, Private,306108, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,232855, Some-college,10, Separated, Other-service, Unmarried, Black, Female,0,0,37, United-States, <=50K -44, Private,130126, Prof-school,15, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,45, United-States, >50K -50, Private,194231, Masters,14, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, >50K -49, Self-emp-inc,197038, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -36,,168223, Bachelors,13, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -71, State-gov,26109, Prof-school,15, Married-civ-spouse, Other-service, Husband, White, Male,0,0,28, United-States, <=50K -20, Private,285671, HS-grad,9, Never-married, Other-service, Other-relative, Black, Male,0,0,25, United-States, <=50K -20, Private,153583, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40,, <=50K -59, Self-emp-inc,103948, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -41, Private,439919, 5th-6th,3, Married-civ-spouse, Farming-fishing, Husband, White, Male,3411,0,40, Mexico, <=50K -38, Private,40319, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,42, United-States, <=50K -55, Local-gov,159028, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -17, Private,98675, 9th,5, Never-married, Other-service, Unmarried, White, Female,0,0,20, United-States, <=50K -45, Private,90758, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -43, Self-emp-not-inc,75435, HS-grad,9, Divorced, Craft-repair, Unmarried, Amer-Indian-Eskimo, Male,0,0,30, United-States, <=50K -19, Private,219189, 12th,8, Never-married, Other-service, Own-child, White, Male,0,0,25, United-States, <=50K -33, Private,203463, HS-grad,9, Divorced, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -63, Private,187635, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -39, Self-emp-not-inc,154641, HS-grad,9, Divorced, Farming-fishing, Not-in-family, White, Male,8614,0,50, United-States, >50K -34, Private,27153, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,150324, Assoc-acdm,12, Never-married, Machine-op-inspct, Unmarried, White, Male,0,0,40, United-States, <=50K -21, Private,83704, 12th,8, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,176262, Assoc-voc,11, Never-married, Adm-clerical, Other-relative, White, Female,0,0,36, United-States, <=50K -20, Private,179423, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Female,0,0,8, United-States, <=50K -45, Private,168038, Bachelors,13, Divorced, Sales, Not-in-family, White, Male,0,0,60, United-States, >50K -59, Private,108765, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -58, Private,146477, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,40, Greece, >50K -66, Local-gov,188220, HS-grad,9, Widowed, Adm-clerical, Unmarried, White, Female,0,0,35, United-States, >50K -37, Private,292855, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,1887,35, United-States, >50K -29, Private,114870, Some-college,10, Divorced, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -32, State-gov,77723, Bachelors,13, Divorced, Exec-managerial, Not-in-family, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -39, Private,284166, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,50, United-States, >50K -57, Private,133902, HS-grad,9, Widowed, Exec-managerial, Unmarried, White, Female,0,0,45, United-States, <=50K -57, Private,191318, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -50, Self-emp-inc,67794, HS-grad,9, Married-spouse-absent, Sales, Not-in-family, White, Male,0,0,60, United-States, <=50K -44, Self-emp-inc,357679, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,15024,0,65, United-States, >50K -56, Private,117872, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, >50K -26, Private,55929, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,48, United-States, <=50K -22,,165065, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, Italy, <=50K -26, Self-emp-not-inc,34307, Assoc-voc,11, Never-married, Farming-fishing, Own-child, White, Male,0,0,65, United-States, <=50K -33, Private,246038, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -36, Self-emp-not-inc,147258, Assoc-voc,11, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, >50K -45, Private,329144, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -56, Local-gov,52953, Doctorate,16, Divorced, Prof-specialty, Not-in-family, White, Female,0,1669,38, United-States, <=50K -23, Private,216181, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,36, Iran, <=50K -23, Private,391171, Some-college,10, Never-married, Other-service, Not-in-family, Black, Male,0,0,25, United-States, <=50K -35, Local-gov,223242, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -39, Private,103925, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,7688,0,32, United-States, >50K -45, Private,38240, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -21, Private,148444, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,25, United-States, <=50K -56, State-gov,110257, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -31, Federal-gov,101345, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Female,0,0,40, United-States, <=50K -44, Private,268098, 12th,8, Never-married, Transport-moving, Not-in-family, Black, Male,0,0,36, United-States, <=50K -21,,369084, Some-college,10, Never-married,, Other-relative, White, Male,0,0,10, United-States, <=50K -31, Private,288825, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,5013,0,40, United-States, <=50K -20, Private,162688, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,38, United-States, <=50K -17,,48751, 11th,7, Never-married,, Own-child, Black, Female,0,0,40, United-States, <=50K -44, Federal-gov,184099, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -19, Private,307496, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,23, United-States, <=50K -71,,176986, HS-grad,9, Widowed,, Unmarried, White, Male,0,0,24, United-States, <=50K -23, Private,267955, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -21, Private,283969, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, Mexico, <=50K -29, State-gov,204516, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,15, United-States, <=50K -33, Private,167771, Some-college,10, Separated, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -46, Private,345073, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,48, United-States, >50K -21,,380219, Some-college,10, Never-married,, Own-child, Black, Female,0,0,40, United-States, <=50K -36, Self-emp-inc,306156, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,15024,0,60, United-States, >50K -70, Self-emp-not-inc,37203, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,9386,0,30, United-States, >50K -19, Private,185097, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Female,0,0,37, United-States, <=50K -29, Private,144808, Some-college,10, Married-civ-spouse, Exec-managerial, Own-child, Black, Female,0,0,40, United-States, <=50K -34, Private,187203, Assoc-acdm,12, Never-married, Sales, Unmarried, White, Male,0,0,50, United-States, <=50K -26, Private,125089, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Private,289458, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -34, Private,144798, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -24,,172152, Bachelors,13, Never-married,, Not-in-family, Asian-Pac-Islander, Male,0,0,25, Taiwan, <=50K -28, Private,207513, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,48, United-States, <=50K -24,,164574, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -76, Private,199949, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,20051,0,50, United-States, >50K -19, Private,213024, 12th,8, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -45, Private,213140, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,2829,0,40, United-States, <=50K -24, Self-emp-not-inc,83374, Some-college,10, Never-married, Prof-specialty, Not-in-family, Asian-Pac-Islander, Male,0,0,30, United-States, >50K -37, Private,192939, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -24, Private,424494, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,30, United-States, <=50K -24, Private,215243, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,42, United-States, <=50K -40, Private,30682, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, >50K -20, Private,306639, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,20, United-States, <=50K -23, Local-gov,218678, 11th,7, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,219130, Some-college,10, Never-married, Other-service, Not-in-family, Other, Female,0,0,40, United-States, <=50K -64, Private,180624, Assoc-acdm,12, Never-married, Prof-specialty, Other-relative, White, Female,0,0,30, United-States, <=50K -53, Local-gov,200190, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,55, United-States, >50K -28, Private,194472, Some-college,10, Married-civ-spouse, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -52, Local-gov,205767, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,40, United-States, >50K -28, Private,249870, Prof-school,15, Never-married, Prof-specialty, Not-in-family, Black, Male,0,0,50, United-States, <=50K -31, Private,211242, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -77, Private,149912, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,10, United-States, <=50K -22, Private,85389, HS-grad,9, Never-married, Tech-support, Own-child, White, Male,0,0,40, United-States, <=50K -17,,806316, 11th,7, Never-married,, Own-child, White, Female,0,0,20, United-States, <=50K -38, Private,329980, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,55, United-States, <=50K -45,,236612, 11th,7, Divorced,, Own-child, Black, Male,0,0,40, United-States, <=50K -25, Local-gov,249214, Some-college,10, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -50, Private,257126, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -53, Local-gov,204397, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -24, Private,291979, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K -33, Private,138667, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,50, United-States, >50K -57, Federal-gov,42298, Masters,14, Married-civ-spouse, Exec-managerial, Husband, Black, Male,15024,0,40, United-States, >50K -39, Private,375452, Prof-school,15, Married-civ-spouse, Exec-managerial, Wife, White, Female,15024,0,48, United-States, >50K -30, Private,94413, Some-college,10, Divorced, Transport-moving, Not-in-family, White, Male,0,0,30, United-States, <=50K -31, Federal-gov,166626, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -39, State-gov,326566, Some-college,10, Never-married, Transport-moving, Own-child, Black, Male,0,0,40, United-States, <=50K -30, Private,165503, Bachelors,13, Never-married, Sales, Own-child, White, Female,0,0,65, United-States, <=50K -48, Private,102597, Some-college,10, Separated, Adm-clerical, Unmarried, White, Female,0,0,44, United-States, <=50K -62,,113234, Masters,14, Married-civ-spouse,, Wife, White, Female,0,0,40, United-States, <=50K -39, Private,177277, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, >50K -34, Private,198103, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,1980,40, United-States, <=50K -45, Private,260490, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -32, Private,237478, 11th,7, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -40, Federal-gov,36885, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,50, United-States, <=50K -17, Private,166242, 10th,6, Never-married, Other-service, Own-child, White, Female,0,0,15, United-States, <=50K -19,,158603, 10th,6, Never-married,, Own-child, Black, Male,0,0,25, United-States, <=50K -25, Private,274228, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,84, United-States, <=50K -42, Private,185145, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,57, United-States, <=50K -66, Private,28367, Bachelors,13, Married-civ-spouse, Priv-house-serv, Other-relative, White, Male,0,0,99, United-States, <=50K -63, Self-emp-not-inc,28612, HS-grad,9, Widowed, Sales, Not-in-family, White, Male,0,0,70, United-States, <=50K -43, Private,191429, 7th-8th,4, Married-civ-spouse, Other-service, Husband, White, Male,0,0,25, United-States, <=50K -26, Private,459548, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,20, Mexico, <=50K -23, Private,65481, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,40, United-States, >50K -39, Private,186130, Prof-school,15, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -47, Self-emp-inc,350759, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -36, Private,359678, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, Black, Female,0,0,48, United-States, <=50K -35, Private,220595, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,29599, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K -21, State-gov,299153, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,15, United-States, <=50K -46, Private,75256, HS-grad,9, Married-civ-spouse, Priv-house-serv, Wife, White, Female,0,0,40, United-States, <=50K -43, Private,143583, 10th,6, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,0,0,40, United-States, <=50K -31, State-gov,207505, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,70, United-States, >50K -41, Private,308550, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Female,0,0,60, United-States, <=50K -50, Private,145717, HS-grad,9, Widowed, Adm-clerical, Unmarried, White, Female,0,0,35, United-States, <=50K -36, Private,334366, 11th,7, Separated, Exec-managerial, Not-in-family, White, Female,0,0,32, United-States, <=50K -31,,76198, HS-grad,9, Separated,, Own-child, White, Female,0,0,20, United-States, <=50K -45, Self-emp-not-inc,155489, 7th-8th,4, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,65, United-States, >50K -50, Private,197322, 11th,7, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -52, Private,194259, 7th-8th,4, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,50, United-States, <=50K -40, Private,346189, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -55, Private,98361, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,55, United-States, >50K -64,,178556, 10th,6, Married-civ-spouse,, Husband, White, Male,0,0,56, United-States, >50K -51, Self-emp-inc,162943, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -30, Private,19302, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,40, United-States, >50K -56, State-gov,67662, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,39, United-States, <=50K -35, Private,126675, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,48, United-States, <=50K -55, Self-emp-not-inc,278228, 10th,6, Married-civ-spouse, Sales, Husband, White, Male,0,0,35, United-States, <=50K -30, Private,169152, HS-grad,9, Never-married, Tech-support, Unmarried, White, Female,0,0,40, United-States, <=50K -34, Private,204052, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -36, Private,215392, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -43, Self-emp-inc,83348, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -24, Local-gov,196816, Some-college,10, Never-married, Protective-serv, Not-in-family, White, Male,0,0,50, United-States, <=50K -30, Private,541343, 10th,6, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,40, United-States, <=50K -33, Local-gov,55921, Assoc-voc,11, Never-married, Protective-serv, Not-in-family, White, Male,0,0,70, United-States, <=50K -32, Private,251701, Assoc-acdm,12, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40,, <=50K -29, Federal-gov,119848, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -50, Private,160572, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,3137,0,47, United-States, <=50K -18, Private,25837, 11th,7, Never-married, Prof-specialty, Own-child, White, Male,0,0,15, United-States, <=50K -20, Private,236592, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,25, United-States, <=50K -45, State-gov,199326, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -22, Private,341610, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,35,, <=50K -45, Private,175958, Prof-school,15, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -41, Private,198965, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -42, Local-gov,193537, 7th-8th,4, Married-spouse-absent, Other-service, Not-in-family, White, Female,0,0,35, Puerto-Rico, <=50K -24, Private,438839, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -22, Private,298227, HS-grad,9, Never-married, Handlers-cleaners, Unmarried, White, Male,0,0,35, United-States, <=50K -28, Private,271466, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -23, Private,335570, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,35, United-States, <=50K -21, Private,206891, 7th-8th,4, Never-married, Farming-fishing, Own-child, White, Female,0,0,38, United-States, <=50K -23, Private,162551, Bachelors,13, Never-married, Adm-clerical, Not-in-family, Asian-Pac-Islander, Female,0,0,20, United-States, <=50K -45, Private,145637, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,48, United-States, <=50K -41, Private,101290, HS-grad,9, Divorced, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -49, Federal-gov,229376, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -38, Private,439592, Some-college,10, Never-married, Other-service, Own-child, Black, Female,0,0,40, United-States, <=50K -37, Private,161141, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -70, Private,304570, Bachelors,13, Widowed, Machine-op-inspct, Other-relative, Asian-Pac-Islander, Male,0,0,32, Philippines, <=50K -24, Private,103277, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,2597,0,40, United-States, <=50K -28, Local-gov,407672, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -24, Private,73928, Assoc-voc,11, Never-married, Adm-clerical, Own-child, Asian-Pac-Islander, Female,0,0,20, United-States, <=50K -83, Self-emp-inc,240150, 10th,6, Married-civ-spouse, Farming-fishing, Husband, White, Male,20051,0,50, United-States, >50K -69, Private,230417, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, China, >50K -37, Private,260093, HS-grad,9, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -28, Private,96020, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -54, Private,104421, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -71, Private,152307, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,2377,45, United-States, >50K -56, State-gov,93415, HS-grad,9, Widowed, Adm-clerical, Unmarried, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -27, Local-gov,282664, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Other, Female,0,0,45,, <=50K -42, Self-emp-not-inc,269733, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,99999,0,80, United-States, >50K -21, Private,202871, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,44, United-States, <=50K -29, Private,169683, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,271603, 7th-8th,4, Never-married, Other-service, Not-in-family, White, Male,0,0,24,, <=50K -32, Private,340917, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, >50K -31, Private,329874, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -38, Private,43770, Some-college,10, Separated, Other-service, Not-in-family, White, Female,4650,0,72, United-States, <=50K -55, State-gov,120781, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,40, India, >50K -48, Private,138069, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, <=50K -58, Self-emp-not-inc,33309, HS-grad,9, Widowed, Farming-fishing, Not-in-family, White, Male,0,0,80, United-States, <=50K -23, Private,76432, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -28, State-gov,277635, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,50, United-States, <=50K -49, Local-gov,123088, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,46, United-States, <=50K -51, Private,57698, HS-grad,9, Married-spouse-absent, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -23, Private,181820, HS-grad,9, Separated, Craft-repair, Own-child, White, Male,0,0,53, United-States, <=50K -40, Self-emp-not-inc,98985, HS-grad,9, Divorced, Exec-managerial, Not-in-family, Black, Male,0,0,50, United-States, <=50K -59, Private,98350, HS-grad,9, Divorced, Other-service, Not-in-family, Asian-Pac-Islander, Male,0,0,40, China, <=50K -47, Private,125120, Bachelors,13, Divorced, Craft-repair, Not-in-family, White, Female,0,0,50, United-States, <=50K -37, Private,243409, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -39, Private,58972, Assoc-acdm,12, Divorced, Exec-managerial, Unmarried, White, Male,1506,0,40, United-States, <=50K -43, Private,62857, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -40, Private,283174, Assoc-voc,11, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -48, Private,107373, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -29, Private,201155, 9th,5, Never-married, Sales, Not-in-family, White, Female,0,0,48, United-States, <=50K -48, Private,187505, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -37, Private,61778, Bachelors,13, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,30, United-States, <=50K -19, Private,223648, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,4101,0,48, United-States, <=50K -28, Private,149652, 10th,6, Never-married, Other-service, Own-child, Black, Female,0,0,30, United-States, <=50K -56, Private,170324, 5th-6th,3, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, Trinadad&Tobago, <=50K -45, Private,165937, HS-grad,9, Divorced, Transport-moving, Own-child, White, Male,0,0,60, United-States, <=50K -60, State-gov,114060, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -53, State-gov,58913, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,42, United-States, >50K -37, State-gov,378916, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,241885, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,224421, Assoc-voc,11, Married-AF-spouse, Farming-fishing, Husband, White, Male,0,0,44, United-States, >50K -31,,213771, HS-grad,9, Widowed,, Unmarried, White, Female,0,0,36, United-States, <=50K -39, Private,315565, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, Cuba, <=50K -31, Local-gov,153005, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -42, Private,98211, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,45, United-States, >50K -17, Private,198606, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Female,0,0,16, United-States, <=50K -19, Private,260333, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -24, Private,219510, Bachelors,13, Never-married, Other-service, Not-in-family, Asian-Pac-Islander, Male,0,0,32, United-States, <=50K -62, Private,266624, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,6418,0,40, United-States, >50K -34, Private,136862, 1st-4th,2, Never-married, Other-service, Other-relative, White, Female,0,0,40, Guatemala, <=50K -47, Self-emp-inc,215620, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,55, United-States, >50K -58, Private,187067, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,62, Canada, <=50K -23, Private,325921, Assoc-voc,11, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,36, United-States, <=50K -33, Private,268127, HS-grad,9, Never-married, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -76, Private,142535, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Male,0,0,6, United-States, <=50K -40, Private,177083, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,50, United-States, <=50K -28, Private,77009, 7th-8th,4, Divorced, Other-service, Unmarried, White, Female,0,0,50, United-States, <=50K -41, Private,306405, Some-college,10, Married-civ-spouse, Tech-support, Wife, White, Female,0,0,40, United-States, <=50K -46, Local-gov,303918, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,7688,0,96, United-States, >50K -22, Federal-gov,262819, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -29, Private,49087, Assoc-voc,11, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,53833, HS-grad,9, Never-married, Other-service, Unmarried, White, Male,0,0,40, United-States, <=50K -31, Private,1033222, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,8614,0,40, United-States, >50K -22, Private,81145, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,25, United-States, <=50K -41, Private,215479, Some-college,10, Never-married, Transport-moving, Not-in-family, Black, Male,0,0,43, United-States, <=50K -29, Private,113464, HS-grad,9, Never-married, Transport-moving, Other-relative, Other, Male,0,0,40, Dominican-Republic, <=50K -60, Private,109530, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,7298,0,40, United-States, >50K -72, Federal-gov,217864, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -41, Self-emp-inc,117721, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,65, United-States, <=50K -19, Private,199484, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,25, United-States, <=50K -25, Private,248851, Bachelors,13, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -24, Private,116968, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,45, United-States, <=50K -59, Private,366618, 9th,5, Married-civ-spouse, Other-service, Husband, White, Male,0,0,30, United-States, <=50K -17, Private,240143, 11th,7, Never-married, Craft-repair, Own-child, White, Male,0,0,30, United-States, <=50K -59,,424468, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, >50K -69,,320280, Some-college,10, Never-married,, Not-in-family, White, Male,1848,0,1, United-States, <=50K -25, Private,120238, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,2885,0,43, United-States, <=50K -50,,194186, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,60, United-States, <=50K -29, Private,247053, HS-grad,9, Separated, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -43, Private,180599, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, <=50K -29, Local-gov,190330, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,10, United-States, <=50K -29, State-gov,199450, Some-college,10, Divorced, Adm-clerical, Unmarried, Black, Male,0,0,40, United-States, <=50K -32, Local-gov,199539, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -17,,94366, 10th,6, Never-married,, Other-relative, White, Male,0,0,6, United-States, <=50K -50, Self-emp-not-inc,29231, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -43, Private,33126, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -41, Private,102085, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -32, Private,212064, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, >50K -54, State-gov,166774, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,45, United-States, >50K -65, Private,95303, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -18,,379768, HS-grad,9, Never-married,, Own-child, Other, Female,0,0,40, United-States, <=50K -70, Self-emp-inc,247383, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -53, Private,229465, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -37, Private,135436, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,60, United-States, >50K -21, Private,180052, Some-college,10, Never-married, Transport-moving, Own-child, White, Male,0,0,30, United-States, <=50K -20, Private,214387, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -47, State-gov,149337, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Male,0,0,38, United-States, <=50K -26, Private,208326, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,3942,0,45, United-States, <=50K -31, Private,34374, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -45, Self-emp-not-inc,58683, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,403037, HS-grad,9, Separated, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -55, Private,32365, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -49, Private,155489, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -33, Self-emp-inc,289886, HS-grad,9, Never-married, Other-service, Unmarried, Asian-Pac-Islander, Male,0,0,40, Vietnam, <=50K -30, Federal-gov,54684, Prof-school,15, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,55,, <=50K -19, Private,101549, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,15, United-States, <=50K -48, Self-emp-inc,51579, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -41, Private,40151, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, >50K -29, Private,244721, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,35, United-States, >50K -47, Local-gov,228372, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,48, United-States, >50K -53, Local-gov,236873, Masters,14, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,40, United-States, >50K -19, Private,250249, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,10, United-States, <=50K -71, Private,93202, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,16, United-States, <=50K -29, Private,176723, Some-college,10, Never-married, Sales, Unmarried, White, Female,0,0,25, United-States, <=50K -43, Local-gov,175526, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,91842, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,30, United-States, <=50K -52, Private,71768, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -56, Private,181220, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -28, Private,204516, 10th,6, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -44, Self-emp-not-inc,89172, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,80, United-States, <=50K -37, Federal-gov,143547, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -30, Private,310889, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -31, Local-gov,150324, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,216472, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,25, United-States, <=50K -64, Private,212838, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,65, United-States, >50K -45, Private,168283, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,187702, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, >50K -19, Private,60661, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,52, United-States, <=50K -54, Private,115284, Bachelors,13, Divorced, Exec-managerial, Unmarried, White, Male,0,0,45, United-States, >50K -61, Self-emp-inc,98350, Doctorate,16, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,40, Taiwan, >50K -18, Private,195372, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -62,,81578, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, >50K -33, Private,111567, Assoc-voc,11, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -51, Private,244572, HS-grad,9, Separated, Other-service, Not-in-family, Black, Female,0,0,37, United-States, <=50K -54, Private,230919, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,282604, Some-college,10, Married-civ-spouse, Protective-serv, Other-relative, White, Male,0,0,24, United-States, <=50K -54, Private,320196, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, Germany, <=50K -42, Private,201466, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -51, Federal-gov,254211, Masters,14, Widowed, Sales, Unmarried, White, Male,0,0,50, El-Salvador, >50K -41, Private,599629, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, Black, Female,0,0,40, United-States, >50K -47, Local-gov,219632, Assoc-acdm,12, Separated, Exec-managerial, Not-in-family, White, Male,0,1408,40, United-States, <=50K -31, State-gov,161631, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -21, Private,202373, Assoc-voc,11, Never-married, Craft-repair, Own-child, Black, Male,0,0,40, United-States, <=50K -52, Private,169549, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -20, Private,127185, Some-college,10, Never-married, Prof-specialty, Own-child, White, Female,0,0,15, United-States, <=50K -18, Private,184277, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,25, United-States, <=50K -58, Private,119751, HS-grad,9, Married-civ-spouse, Priv-house-serv, Other-relative, Asian-Pac-Islander, Female,0,0,60, Philippines, <=50K -23, Private,294701, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -21, Private,26842, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,20, United-States, <=50K -43, State-gov,114537, Assoc-voc,11, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -53, Private,126386, HS-grad,9, Divorced, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -18, Private,163787, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, <=50K -44, Private,98211, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -31, Private,175509, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -48, Private,159854, 1st-4th,2, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -55, Self-emp-inc,120920, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,35, United-States, <=50K -24, Private,187551, Some-college,10, Never-married, Adm-clerical, Own-child, Black, Female,0,0,20, United-States, <=50K -41, State-gov,27305, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -35, Private,216711, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -47, Local-gov,218596, Assoc-voc,11, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -54, Private,280292, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,32, United-States, <=50K -40, Private,200496, Bachelors,13, Separated, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -56, Self-emp-not-inc,78090, Some-college,10, Divorced, Sales, Unmarried, White, Female,0,0,48, United-States, <=50K -23, Private,118693, Assoc-voc,11, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -34, Self-emp-not-inc,203488, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -27, Local-gov,172091, HS-grad,9, Never-married, Craft-repair, Unmarried, Black, Male,0,0,40, United-States, <=50K -32, Private,113364, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, >50K -72, Self-emp-not-inc,139889, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,74, United-States, <=50K -43, Local-gov,301638, 12th,8, Married-civ-spouse, Transport-moving, Husband, White, Male,0,1579,40, United-States, <=50K -32, Private,110279, Assoc-acdm,12, Divorced, Prof-specialty, Unmarried, Black, Female,0,0,35, United-States, <=50K -53, Private,242859, Some-college,10, Separated, Adm-clerical, Own-child, White, Male,0,0,40, Cuba, <=50K -18, Private,132986, 12th,8, Never-married, Other-service, Own-child, White, Male,0,0,10, United-States, <=50K -38, Private,254439, 10th,6, Widowed, Transport-moving, Unmarried, Black, Male,114,0,40, United-States, <=50K -41, Federal-gov,187462, Assoc-voc,11, Divorced, Adm-clerical, Own-child, Black, Female,0,0,40, United-States, <=50K -29, Private,264961, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,45, United-States, <=50K -70,,148065, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,4, United-States, >50K -46, Self-emp-inc,200949, Bachelors,13, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,50,, <=50K -47, Private,47247, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -56, Local-gov,571017, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,15, United-States, <=50K -28, Private,416577, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,2829,0,40, United-States, <=50K -55, State-gov,296991, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,40, United-States, >50K -50, State-gov,45961, Bachelors,13, Married-spouse-absent, Prof-specialty, Not-in-family, White, Male,6849,0,40, United-States, <=50K -47, Private,302711, 11th,7, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -42, Self-emp-inc,50356, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,199336, Some-college,10, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,25, United-States, <=50K -42, Private,341178, 5th-6th,3, Married-civ-spouse, Other-service, Husband, White, Male,0,0,44, Mexico, <=50K -42, Federal-gov,70240, Some-college,10, Divorced, Exec-managerial, Unmarried, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -46, Private,229394, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -45, Private,390368, Some-college,10, Married-civ-spouse, Sales, Husband, Black, Male,15024,0,99, United-States, >50K -55, Private,82098, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,55, United-States, <=50K -57, Private,170411, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -25, Private,109532, 12th,8, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -43, Private,142682, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,30, Dominican-Republic, <=50K -34, Self-emp-inc,127651, Bachelors,13, Divorced, Farming-fishing, Not-in-family, White, Male,0,0,60, United-States, <=50K -27, Local-gov,236472, Bachelors,13, Divorced, Prof-specialty, Other-relative, White, Female,0,0,40, United-States, <=50K -25, Private,176047, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Female,2176,0,40, United-States, <=50K -37, Private,111499, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -48, Private,425199, Some-college,10, Divorced, Sales, Unmarried, White, Male,0,0,45, United-States, <=50K -38, Private,229009, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,45, United-States, <=50K -17, Private,232713, 10th,6, Never-married, Craft-repair, Not-in-family, White, Male,594,0,30, United-States, <=50K -70, Private,141742, Assoc-voc,11, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,9386,0,50, United-States, >50K -37, Private,234807, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,37, United-States, <=50K -45, Private,738812, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,46, United-States, <=50K -56, Private,204816, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, >50K -64, Private,342494, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -35, Local-gov,226311, Some-college,10, Divorced, Adm-clerical, Own-child, White, Female,0,0,38, United-States, <=50K -23, Private,143062, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -42, Local-gov,125155, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,90, United-States, <=50K -23, Private,329925, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,30, United-States, <=50K -26,,208994, Some-college,10, Never-married,, Own-child, White, Male,0,0,12, United-States, <=50K -56, Local-gov,212864, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -41, Private,214242, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1887,40, United-States, >50K -47, Self-emp-not-inc,191175, 5th-6th,3, Married-civ-spouse, Sales, Husband, White, Male,0,2179,50, Mexico, <=50K -21, Private,118693, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -29, Private,253593, HS-grad,9, Never-married, Craft-repair, Own-child, Black, Male,0,0,40, United-States, <=50K -32, State-gov,206051, Some-college,10, Married-spouse-absent, Farming-fishing, Own-child, White, Male,0,0,50, United-States, <=50K -72, Private,497280, 9th,5, Widowed, Other-service, Unmarried, Black, Female,0,0,20, United-States, <=50K -69, Self-emp-not-inc,240562, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,40, United-States, >50K -19, Private,140985, Some-college,10, Never-married, Adm-clerical, Other-relative, White, Male,0,0,25, United-States, <=50K -25, Local-gov,191921, Bachelors,13, Never-married, Craft-repair, Own-child, White, Male,0,0,25, United-States, <=50K -56, Private,204049, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,1848,50, United-States, >50K -42, Private,331651, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,8614,0,50, United-States, >50K -58, Private,142158, Bachelors,13, Divorced, Exec-managerial, Unmarried, White, Female,0,0,35, United-States, <=50K -24, Private,249046, Bachelors,13, Never-married, Tech-support, Own-child, White, Male,0,0,40, United-States, <=50K -41, Private,213019, Assoc-voc,11, Married-civ-spouse, Tech-support, Wife, White, Female,0,0,38, United-States, >50K -40, Private,199599, 10th,6, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -37, Private,186191, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,45,, <=50K -25, Private,28008, Assoc-acdm,12, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -43, Self-emp-inc,82488, Bachelors,13, Married-civ-spouse, Sales, Own-child, Asian-Pac-Islander, Female,0,0,40, Philippines, >50K -36, Private,117073, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -41, Private,325786, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,37546, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -22, Private,204226, HS-grad,9, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -36, Private,133299, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,29702, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,307812, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -25, Private,174545, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Female,0,0,46, United-States, <=50K -23, Private,233472, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -34, Private,184147, HS-grad,9, Separated, Sales, Unmarried, Black, Female,0,0,20, United-States, <=50K -27, Private,198188, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,2580,0,45, United-States, <=50K -32, Private,447066, Bachelors,13, Married-civ-spouse, Sales, Husband, Black, Male,15024,0,50, United-States, >50K -33, Private,200246, Some-college,10, Married-spouse-absent, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -38, Private,166585, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,55, United-States, <=50K -21, Private,335570, Some-college,10, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,30,, <=50K -39, Private,53569, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -50, Private,167065, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -32, Private,113364, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,30, United-States, <=50K -40, Federal-gov,219266, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -58, Federal-gov,200042, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,40, United-States, >50K -20, Private,205975, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -63,,234083, HS-grad,9, Divorced,, Not-in-family, White, Female,0,2205,40, United-States, <=50K -56, Private,65325, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,50, United-States, <=50K -30, Local-gov,194740, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,99065, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Female,0,0,39, United-States, <=50K -25, Private,212793, Assoc-acdm,12, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, >50K -33, Private,112941, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -41, State-gov,187322, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -50, Private,283676, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -44, Private,173682, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,168470, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -27, Private,186454, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Asian-Pac-Islander, Male,13550,0,40, United-States, >50K -58, Private,141807, 5th-6th,3, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Italy, <=50K -25, Private,245628, Some-college,10, Never-married, Tech-support, Own-child, White, Male,0,0,15, Mexico, <=50K -31, Private,264864, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -39, Private,262841, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -55, Private,37438, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -22, Private,170800, Assoc-voc,11, Never-married, Other-service, Own-child, White, Female,0,0,12, United-States, <=50K -44, Private,152150, Assoc-acdm,12, Separated, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -41,,211873, Assoc-voc,11, Married-civ-spouse,, Wife, White, Female,0,1628,5,, <=50K -44, Private,159580, 12th,8, Divorced, Transport-moving, Not-in-family, White, Female,0,0,40, United-States, <=50K -61, Private,477209, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,54, United-States, <=50K -32, Private,70985, Assoc-voc,11, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,241998, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -28, Private,249541, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -57, Private,135339, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,40, Philippines, >50K -32, Private,44675, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,65, United-States, >50K -46, State-gov,247992, 7th-8th,4, Never-married, Other-service, Not-in-family, Black, Female,0,0,40, United-States, <=50K -26, Self-emp-not-inc,221626, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,1579,20, United-States, <=50K -43, Self-emp-inc,48087, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -62, Local-gov,114045, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,35, United-States, <=50K -60, State-gov,69251, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,38, China, >50K -67, Private,192670, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,20, United-States, <=50K -19, Private,268392, HS-grad,9, Never-married, Sales, Unmarried, Black, Female,0,0,30, United-States, <=50K -55,,170994, HS-grad,9, Never-married,, Not-in-family, White, Female,0,0,40, United-States, <=50K -48, Private,431513, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,65, United-States, >50K -19, State-gov,37332, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,20, United-States, <=50K -19, Private,35865, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -43, Private,183891, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -31, Private,150309, Doctorate,16, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,90, United-States, <=50K -65, Private,93318, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,45, United-States, <=50K -32, Private,171814, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -36, State-gov,183735, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -41, Private,353541, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Mexico, <=50K -33, Local-gov,152351, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,3908,0,40, United-States, <=50K -72,,271352, 10th,6, Divorced,, Not-in-family, White, Male,0,0,12, United-States, <=50K -34, Private,345705, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,1977,50, United-States, >50K -27, Private,223751, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,45, United-States, <=50K -75, Self-emp-inc,164570, 11th,7, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -39,,281363, 10th,6, Widowed,, Unmarried, White, Female,0,0,15, United-States, <=50K -51, Private,110747, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1887,40, United-States, >50K -47, Private,34458, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,254293, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -40, Private,270147, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, >50K -48, Private,195491, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,30, United-States, <=50K -36, Local-gov,255454, Bachelors,13, Never-married, Protective-serv, Not-in-family, Black, Male,0,0,40, United-States, <=50K -18, Private,126125, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -33, Private,618191, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -34, Private,163110, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,145409, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,3103,0,48, United-States, >50K -39, State-gov,235379, Assoc-acdm,12, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -20, Private,55465, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,35, United-States, <=50K -67, Local-gov,181220, Some-college,10, Divorced, Adm-clerical, Not-in-family, Black, Female,0,0,20, United-States, <=50K -42, Private,26672, Assoc-voc,11, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,60, United-States, <=50K -59, Private,98361, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -31, Local-gov,219883, HS-grad,9, Never-married, Protective-serv, Not-in-family, Black, Male,0,0,40, United-States, <=50K -19, Private,376683, Some-college,10, Never-married, Other-service, Unmarried, Black, Female,2036,0,30, United-States, <=50K -47, Private,33865, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,48, United-States, <=50K -68, Private,168794, 7th-8th,4, Married-civ-spouse, Other-service, Husband, White, Male,0,0,30, United-States, <=50K -30, Private,94245, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,34572, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,60, United-States, <=50K -49, Private,348751, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,65382, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -60, Private,116707, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,7298,0,40, United-States, >50K -51, Private,178054, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40,, >50K -24, Private,140001, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -18, Private,166889, Some-college,10, Never-married, Handlers-cleaners, Own-child, Black, Female,0,1602,35, United-States, <=50K -24, Private,117789, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -21, Private,238917, 5th-6th,3, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, Mexico, <=50K -48, Local-gov,242923, HS-grad,9, Married-civ-spouse, Tech-support, Wife, White, Female,0,1848,40, United-States, >50K -52, Local-gov,330799, 9th,5, Married-civ-spouse, Other-service, Wife, White, Female,0,0,40, United-States, <=50K -48, Private,209460, HS-grad,9, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -40, Federal-gov,75313, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,66, United-States, >50K -29,,339100, 11th,7, Divorced,, Not-in-family, White, Female,3418,0,48, United-States, <=50K -20, Private,184779, Some-college,10, Never-married, Tech-support, Own-child, White, Female,0,0,20, United-States, <=50K -31, Private,139000, HS-grad,9, Divorced, Sales, Unmarried, White, Female,0,0,25, United-States, <=50K -30, Private,361742, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -30, Private,260782, HS-grad,9, Never-married, Craft-repair, Unmarried, White, Male,0,0,40,, <=50K -51, Private,203435, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Female,0,0,40, United-States, <=50K -29, Private,100579, Assoc-voc,11, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -56, Self-emp-not-inc,356067, Masters,14, Never-married, Sales, Not-in-family, White, Male,0,0,16, United-States, <=50K -46, Private,87250, Bachelors,13, Separated, Tech-support, Unmarried, White, Female,0,0,40, United-States, <=50K -41, Private,264663, Some-college,10, Separated, Prof-specialty, Own-child, White, Female,0,3900,40, United-States, <=50K -29, Private,255817, 5th-6th,3, Never-married, Other-service, Other-relative, White, Female,0,0,40, El-Salvador, <=50K -48, Self-emp-not-inc,243631, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,30, South, <=50K -34, Self-emp-inc,544268, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,50, United-States, <=50K -42, Self-emp-not-inc,98061, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -25, Private,95691, HS-grad,9, Never-married, Other-service, Unmarried, White, Female,0,0,30, Columbia, <=50K -47, Private,145868, 11th,7, Divorced, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -23, Private,65038, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -43, Local-gov,227734, Assoc-voc,11, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,22, United-States, <=50K -19, Local-gov,176831, Some-college,10, Never-married, Other-service, Own-child, Black, Female,0,0,35, United-States, <=50K -22, Private,211678, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -40, Local-gov,157240, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,0,70, United-States, <=50K -41, Self-emp-not-inc,145441, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Yugoslavia, <=50K -71, Self-emp-inc,66624, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,2392,60, United-States, >50K -42, Private,76487, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,45, United-States, <=50K -31, State-gov,557853, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,47, United-States, <=50K -69,,262352, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,32, United-States, <=50K -58, Self-emp-not-inc,118253, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,70, United-States, <=50K -36, Private,146625, 11th,7, Widowed, Other-service, Unmarried, Black, Female,0,0,12, United-States, <=50K -31, Private,174201, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,65, United-States, <=50K -20,,66695, Some-college,10, Never-married,, Own-child, Other, Female,594,0,35, United-States, <=50K -41, Private,121130, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -35, Private,385847, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -62,,83439, 7th-8th,4, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,114158, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,15, United-States, <=50K -27, Private,381789, 12th,8, Married-civ-spouse, Farming-fishing, Own-child, White, Male,0,0,55, United-States, <=50K -17, Private,82041, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, Canada, <=50K -35, Self-emp-not-inc,115618, HS-grad,9, Divorced, Sales, Not-in-family, White, Male,0,0,50, United-States, >50K -45, Self-emp-not-inc,106110, Some-college,10, Married-civ-spouse, Other-service, Wife, White, Female,0,0,99, United-States, <=50K -44, Private,267521, Bachelors,13, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -27, Private,90692, Assoc-voc,11, Never-married, Other-service, Not-in-family, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -51, Private,57101, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -49, Private,236913, HS-grad,9, Widowed, Other-service, Not-in-family, White, Female,0,0,45, United-States, <=50K -64, Self-emp-not-inc,388625, 10th,6, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,10, United-States, >50K -54, Self-emp-not-inc,261207, 7th-8th,4, Divorced, Transport-moving, Not-in-family, White, Male,0,0,45, Cuba, <=50K -43, Private,245487, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Other, Male,0,0,40, Mexico, <=50K -32, Private,262153, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,0,0,35, United-States, <=50K -36, Private,225516, Assoc-acdm,12, Never-married, Sales, Not-in-family, Black, Male,10520,0,43, United-States, >50K -26, Self-emp-not-inc,68729, HS-grad,9, Never-married, Sales, Other-relative, Asian-Pac-Islander, Male,0,0,50, United-States, >50K -37, Private,126954, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -38, Private,85074, Assoc-acdm,12, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -26, Private,383306, 12th,8, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -50, Private,128143, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1887,50, United-States, >50K -47, Private,185041, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,7298,0,40, United-States, >50K -42, Private,99373, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -66, Local-gov,157942, HS-grad,9, Widowed, Transport-moving, Not-in-family, Black, Female,0,0,40, United-States, <=50K -43, Private,241928, HS-grad,9, Separated, Adm-clerical, Not-in-family, Black, Female,0,0,32, United-States, <=50K -37, Private,348739, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -37, Private,95654, 10th,6, Divorced, Exec-managerial, Unmarried, White, Female,0,0,35, United-States, <=50K -25, Private,367306, Some-college,10, Never-married, Tech-support, Own-child, White, Female,0,0,40, United-States, <=50K -29, Private,270421, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -63,,221592, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, >50K -50, Self-emp-not-inc,156951, Assoc-acdm,12, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,3103,0,40, United-States, >50K -42, State-gov,39239, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,70, United-States, <=50K -32, Private,72744, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -42, State-gov,367292, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -41, Self-emp-not-inc,408498, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -25, Private,361493, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,3325,0,40, United-States, <=50K -65, Self-emp-inc,157403, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -32, Private,231263, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, <=50K -32, Private,244147, HS-grad,9, Never-married, Craft-repair, Unmarried, White, Male,0,0,10, United-States, <=50K -24, Private,220944, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -51, Federal-gov,314007, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -67,,200862, 10th,6, Never-married,, Not-in-family, Black, Female,0,0,35, United-States, <=50K -28, Private,33374, 11th,7, Married-spouse-absent, Other-service, Unmarried, White, Female,0,0,35, United-States, <=50K -32, Self-emp-inc,345489, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -77, Private,83601, Prof-school,15, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -47, Private,162302, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,20, United-States, <=50K -26, Private,112847, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -20, Private,147344, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,20, United-States, <=50K -57, State-gov,183657, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,35, United-States, >50K -40, Private,130760, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, <=50K -50, Private,163948, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -19, Private,316797, 7th-8th,4, Married-civ-spouse, Handlers-cleaners, Own-child, White, Male,0,0,45, Mexico, <=50K -54, Federal-gov,332243, 12th,8, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -51, Local-gov,195844, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -51, Local-gov,387250, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,50, United-States, >50K -38, State-gov,188303, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,7688,0,40, United-States, >50K -68,,40956, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,25, United-States, <=50K -17, Private,178953, 12th,8, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -32, Private,398988, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -29, Private,535978, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -42, Private,296982, Some-college,10, Divorced, Sales, Unmarried, White, Male,0,0,40, United-States, <=50K -40, Private,231991, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -27, Private,295799, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -22, State-gov,201569, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,20, United-States, <=50K -58, Private,193568, 11th,7, Widowed, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -61, Private,97128, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -42, Private,203393, Bachelors,13, Married-civ-spouse, Craft-repair, Wife, Black, Female,0,0,35, United-States, >50K -49, Private,138370, Masters,14, Married-spouse-absent, Protective-serv, Not-in-family, Asian-Pac-Islander, Male,0,0,40, India, <=50K -41, Self-emp-inc,120277, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40,, <=50K -43, Private,91949, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, Black, Female,0,0,40, United-States, <=50K -46, Private,228372, Bachelors,13, Divorced, Sales, Unmarried, White, Male,0,0,40, United-States, >50K -28, Private,132191, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, >50K -39, Self-emp-not-inc,274683, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,7688,0,50, United-States, >50K -50, Local-gov,196307, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,7688,0,40, United-States, >50K -57, Private,195835, Some-college,10, Married-spouse-absent, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -47, Private,185399, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,38, United-States, <=50K -79, Self-emp-not-inc,103684, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,140559, HS-grad,9, Married-civ-spouse, Priv-house-serv, Wife, White, Female,0,0,45, United-States, <=50K -35, Federal-gov,110188, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,40, Vietnam, <=50K -35, Local-gov,668319, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1740,80, United-States, <=50K -30, Private,112358, Bachelors,13, Married-civ-spouse, Other-service, Husband, White, Male,0,0,60, United-States, >50K -26, Private,151810, 10th,6, Never-married, Farming-fishing, Not-in-family, Black, Male,0,0,40, United-States, <=50K -49, Private,48120, HS-grad,9, Never-married, Transport-moving, Unmarried, Black, Female,1506,0,40, United-States, <=50K -48, Private,144844, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,205839, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,45, United-States, <=50K -22, Private,113760, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,30, United-States, <=50K -50, Private,138358, 10th,6, Separated, Adm-clerical, Not-in-family, Black, Female,0,0,47, Jamaica, <=50K -47, Self-emp-not-inc,216657, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -36, Private,278576, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -44, Private,174373, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -73, Private,220019, 9th,5, Widowed, Other-service, Unmarried, White, Female,0,0,9, United-States, <=50K -24,,311949, HS-grad,9, Never-married,, Not-in-family, Asian-Pac-Islander, Female,0,0,45,, <=50K -34, Private,303867, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -37, Private,154210, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,0,40, Hong, <=50K -28,,131310, 12th,8, Married-civ-spouse,, Wife, White, Female,0,0,20, Germany, <=50K -46, Private,202560, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -20,,358783, Some-college,10, Never-married,, Own-child, White, Female,0,0,35, United-States, <=50K -29, Private,423024, 5th-6th,3, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, Mexico, <=50K -24, Private,206671, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -29, State-gov,245310, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,35, United-States, <=50K -18, Private,31983, 12th,8, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -41, Private,124956, Bachelors,13, Divorced, Exec-managerial, Unmarried, Black, Female,0,0,90, United-States, >50K -59, Private,118358, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -27, Private,491421, 5th-6th,3, Never-married, Farming-fishing, Unmarried, White, Male,0,0,50, United-States, <=50K -50, Private,151580, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -25, Private,248990, 1st-4th,2, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,24, Mexico, <=50K -42, Private,157425, Bachelors,13, Divorced, Exec-managerial, Unmarried, White, Female,0,0,45, United-States, <=50K -36, Private,221650, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Japan, <=50K -62, Private,88055, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,60, United-States, >50K -71, Private,216608, Assoc-voc,11, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Private,682947, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,55, United-States, >50K -44, Private,228124, HS-grad,9, Married-spouse-absent, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -19,,217194, 10th,6, Never-married,, Own-child, White, Male,0,0,30, United-States, <=50K -49, Self-emp-not-inc,171540, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -60, Self-emp-inc,210827, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,40, United-States, >50K -28, Self-emp-not-inc,410351, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, Poland, <=50K -26, Private,163747, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,55, United-States, <=50K -18, Private,108892, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,12, United-States, <=50K -43, Private,180096, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -65, Local-gov,153890, 12th,8, Widowed, Exec-managerial, Not-in-family, White, Male,2009,0,44, United-States, <=50K -23, Private,117480, 10th,6, Never-married, Craft-repair, Own-child, White, Male,0,0,44, United-States, <=50K -21, Private,163333, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,35, United-States, <=50K -20, Self-emp-not-inc,306710, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -19, Private,150553, Some-college,10, Never-married, Sales, Own-child, Asian-Pac-Islander, Female,0,0,18, Philippines, <=50K -77, Private,123959, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,32, United-States, <=50K -32, Private,24961, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -37, Local-gov,327120, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,30, United-States, <=50K -29, Self-emp-not-inc,33798, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, <=50K -59, Private,81929, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,2415,45, United-States, >50K -22, Private,298489, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -30,,101697, Bachelors,13, Married-civ-spouse,, Wife, White, Female,0,0,20, United-States, <=50K -31, Private,144064, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, United-States, >50K -59, Self-emp-not-inc,195835, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -29, Federal-gov,184723, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, >50K -56, Private,265086, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -19, Private,235909, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -37, Private,42645, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -58, State-gov,279878, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -41, Private,104892, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -29, Private,137063, HS-grad,9, Never-married, Sales, Unmarried, White, Male,0,0,38, United-States, <=50K -38, Self-emp-not-inc,58972, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -36, Private,126675, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,50, United-States, >50K -19, Private,286435, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,594,0,40, United-States, <=50K -46, Private,191389, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,28, United-States, >50K -42, Private,183241, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,45, United-States, >50K -29, Private,91547, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -42, Private,52781, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,40, United-States, >50K -29, Private,210959, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -47, Private,365516, Masters,14, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -37, Private,112271, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -39, Private,269455, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,45, United-States, <=50K -46, Private,164379, Bachelors,13, Divorced, Sales, Unmarried, Black, Female,0,0,35, United-States, >50K -28, Private,109621, Assoc-acdm,12, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,104858, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,56, United-States, >50K -39, Private,99270, HS-grad,9, Divorced, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -44, Private,193524, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -70,,149040, HS-grad,9, Widowed,, Not-in-family, White, Female,2964,0,12, United-States, <=50K -60, State-gov,313946, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,162358, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, >50K -59, Private,200700, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,48, United-States, >50K -21, Private,116489, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,60, United-States, <=50K -22, Private,118310, Assoc-acdm,12, Never-married, Prof-specialty, Own-child, White, Female,0,0,16, United-States, <=50K -31, Private,352465, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,50, United-States, >50K -40, Private,107433, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,50, United-States, >50K -33, Private,296538, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -41, Local-gov,195897, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -31, Self-emp-not-inc,216283, Assoc-acdm,12, Married-civ-spouse, Other-service, Wife, White, Female,0,0,35, United-States, >50K -62, Private,345780, Assoc-voc,11, Divorced, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -43, Private,216685, HS-grad,9, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,35, United-States, <=50K -28, Local-gov,210945, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Black, Female,0,0,60, United-States, <=50K -43, Private,184321, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,1887,40, United-States, >50K -55, Self-emp-not-inc,322691, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,3103,0,55, United-States, >50K -42, Private,192712, HS-grad,9, Separated, Other-service, Unmarried, White, Female,0,0,25, United-States, <=50K -23, Private,178272, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -55, Federal-gov,321333, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -44, Self-emp-inc,120277, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,99999,0,45, United-States, >50K -19, Private,294029, 11th,7, Never-married, Sales, Own-child, Other, Female,0,0,32, Nicaragua, <=50K -23, Private,112819, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -41, Private,152636, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Female,0,0,50, United-States, <=50K -63,,301611, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,20, United-States, <=50K -51, Private,134808, HS-grad,9, Separated, Handlers-cleaners, Unmarried, White, Female,0,0,40, United-States, <=50K -49, Private,64216, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,90, United-States, <=50K -29, State-gov,214284, Masters,14, Never-married, Prof-specialty, Unmarried, Asian-Pac-Islander, Female,0,0,20, Taiwan, <=50K -25, Private,469572, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Male,8614,0,40, United-States, >50K -44, Self-emp-not-inc,282722, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,50, United-States, >50K -17, Private,231439, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,30, United-States, <=50K -42, Self-emp-inc,120277, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -21, Private,364685, 11th,7, Never-married, Tech-support, Own-child, White, Female,0,0,35, United-States, <=50K -26, Private,18827, Some-college,10, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -24, Private,169129, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Private,202051, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,42, United-States, >50K -58,,353244, Bachelors,13, Widowed,, Unmarried, White, Female,27828,0,50, United-States, >50K -19, Private,574271, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,28, United-States, <=50K -65, State-gov,29276, 7th-8th,4, Widowed, Other-service, Other-relative, White, Female,0,0,24, United-States, <=50K -52, Self-emp-not-inc,104501, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,60, United-States, >50K -17, Private,394176, 10th,6, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,20, United-States, <=50K -27, Private,85625, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,22, United-States, <=50K -53, Private,340723, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -24, Private,149342, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -37, Private,73715, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -34, Private,143083, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,18, United-States, <=50K -40, Local-gov,290660, Assoc-acdm,12, Divorced, Exec-managerial, Not-in-family, White, Male,8614,0,50, United-States, >50K -49, Local-gov,98738, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -86, Private,149912, Masters,14, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -49, Private,309033, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Wife, White, Female,15024,0,60, United-States, >50K -43, Self-emp-not-inc,96129, 11th,7, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,60, United-States, <=50K -47, Private,216096, Some-college,10, Married-spouse-absent, Exec-managerial, Unmarried, White, Female,0,0,35, Puerto-Rico, <=50K -32, Private,171091, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, >50K -30, Self-emp-not-inc,79303, Assoc-voc,11, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -25, Local-gov,182380, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -42, Private,36271, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -60, Private,118197, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,65, United-States, <=50K -46, Private,269652, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,4386,0,38, United-States, >50K -39, Local-gov,193815, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -28, Private,141957, Assoc-acdm,12, Married-civ-spouse, Tech-support, Husband, White, Male,0,1887,70, United-States, >50K -26, Private,222637, 10th,6, Never-married, Craft-repair, Not-in-family, White, Male,0,0,55, Puerto-Rico, <=50K -27, Private,118230, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -59, Private,174040, Some-college,10, Divorced, Prof-specialty, Unmarried, White, Male,0,0,40, United-States, <=50K -64, State-gov,105748, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -90, Self-emp-not-inc,82628, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Male,2964,0,12, United-States, <=50K -51, Private,205100, Some-college,10, Divorced, Sales, Not-in-family, White, Female,0,0,45, United-States, >50K -36, Private,107916, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,2002,40, United-States, <=50K -39, Private,130620, 7th-8th,4, Married-spouse-absent, Machine-op-inspct, Unmarried, Other, Female,0,0,40, Dominican-Republic, <=50K -30,,361817, HS-grad,9, Never-married,, Own-child, White, Male,0,0,25, United-States, <=50K -47, Self-emp-not-inc,235646, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -32, Private,53277, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -24, Private,456460, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -23, Private,293091, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,30, United-States, <=50K -62, Private,210935, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,20, United-States, <=50K -48,,199763, Some-college,10, Married-civ-spouse,, Wife, White, Female,0,0,20, United-States, <=50K -62,,223447, 12th,8, Divorced,, Not-in-family, White, Male,0,0,40, Canada, <=50K -35, Self-emp-not-inc,233533, Bachelors,13, Separated, Craft-repair, Not-in-family, White, Male,0,0,65, United-States, <=50K -27, Private,95647, Bachelors,13, Never-married, Prof-specialty, Own-child, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -49, Private,199763, Some-college,10, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,35, United-States, <=50K -18, Private,74539, 10th,6, Never-married, Sales, Not-in-family, White, Male,0,0,20, United-States, <=50K -19, Private,84610, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,30, United-States, <=50K -63, Self-emp-inc,96930, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -54, Private,115602, HS-grad,9, Married-civ-spouse, Other-service, Wife, Black, Female,0,0,40, United-States, <=50K -24, Private,237341, Some-college,10, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -61, Private,143800, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, >50K -50, Self-emp-inc,163921, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,48, United-States, >50K -36, Private,68273, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -21, Private,113163, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,50, United-States, <=50K -38, Self-emp-inc,478829, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,50, United-States, >50K -30, Private,345705, Some-college,10, Married-civ-spouse, Exec-managerial, Other-relative, White, Male,0,0,40, United-States, <=50K -22, Private,385077, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,2907,0,40, United-States, <=50K -33, Private,192286, Some-college,10, Divorced, Adm-clerical, Not-in-family, Asian-Pac-Islander, Female,0,0,52, United-States, <=50K -39, Local-gov,236391, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,38, United-States, >50K -42, Private,106679, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -47,,308242, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -42, Local-gov,46094, Bachelors,13, Divorced, Transport-moving, Not-in-family, White, Male,0,0,33, United-States, <=50K -29, Private,194940, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,341643, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,55, United-States, <=50K -23, Private,210474, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,30, United-States, <=50K -28, Private,76313, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Amer-Indian-Eskimo, Male,0,0,60, United-States, <=50K -34, Private,115858, HS-grad,9, Divorced, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -40, Private,55191, Some-college,10, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -67, Self-emp-not-inc,364862, HS-grad,9, Widowed, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -49, Private,334787, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,205733, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -60,,120163, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,333677, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Male,2463,0,35, United-States, <=50K -25, Private,208591, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -40, Private,341204, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Female,1831,0,30, United-States, <=50K -56, Self-emp-not-inc,115422, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -35, Self-emp-inc,111319, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,1887,45, United-States, >50K -54, Private,816750, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,2051,40, United-States, <=50K -25, Private,167835, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,3325,0,40, United-States, <=50K -28, Private,92262, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,91964, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -45, Private,107682, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -52, State-gov,135388, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,5013,0,40, United-States, <=50K -39, Self-emp-not-inc,597843, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,50, Columbia, <=50K -19, Private,389942, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -23, Private,442274, 12th,8, Never-married, Adm-clerical, Unmarried, White, Male,0,0,40, United-States, <=50K -23, Private,595461, 7th-8th,4, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, Mexico, <=50K -52, Private,284329, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,40, United-States, >50K -33, Self-emp-not-inc,127894, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -35, Private,196899, Bachelors,13, Never-married, Handlers-cleaners, Not-in-family, Asian-Pac-Islander, Female,0,0,50, Haiti, <=50K -58, Private,212534, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -61, Private,71209, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -39, Private,237943, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,99999,0,70, United-States, >50K -38, Private,190759, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -59, Private,100313, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1887,40, United-States, >50K -41, Private,344624, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, >50K -27,,194024, 9th,5, Separated,, Unmarried, White, Female,0,0,50, United-States, <=50K -19, Private,87497, 11th,7, Never-married, Transport-moving, Other-relative, White, Male,0,0,10, United-States, <=50K -22, Private,236907, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,20, United-States, <=50K -59, Private,169639, Assoc-acdm,12, Widowed, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -37, Private,105803, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,3103,0,45, United-States, >50K -31, Private,149507, 12th,8, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,43, United-States, <=50K -18, Private,294387, 11th,7, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -20, Private,161708, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,35, United-States, <=50K -28, Private,282389, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,60, United-States, <=50K -28, Private,64940, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,30, United-States, <=50K -49, Private,195727, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -38, Local-gov,37931, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -19, Private,170720, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,20, United-States, <=50K -43, Private,152958, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,40, United-States, >50K -28, Private,312372, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, Black, Male,15024,0,40, United-States, >50K -41, Private,39581, Some-college,10, Divorced, Adm-clerical, Not-in-family, Black, Female,0,0,24, El-Salvador, <=50K -50, Private,206862, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,65, United-States, >50K -46, Private,216934, Bachelors,13, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,40, Portugal, <=50K -20, Private,143062, Some-college,10, Never-married, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -45, Private,242391, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -28, Private,165030, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, <=50K -37, Private,199251, Some-college,10, Married-civ-spouse, Other-service, Wife, White, Female,0,0,40, United-States, <=50K -46, Self-emp-not-inc,353012, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,50, United-States, >50K -66, Private,174491, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -35,,333305, Some-college,10, Married-civ-spouse,, Own-child, White, Female,0,0,40, United-States, <=50K -38, Private,203138, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,50, United-States, >50K -25, Private,220220, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,45, United-States, <=50K -55, Federal-gov,305850, Prof-school,15, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,40, United-States, >50K -48, Local-gov,273402, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,1902,40, United-States, <=50K -56, Private,201344, Some-college,10, Widowed, Craft-repair, Unmarried, White, Female,0,0,38, United-States, <=50K -47, Self-emp-not-inc,218676, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -55, Self-emp-not-inc,141807, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -41, State-gov,222434, Assoc-acdm,12, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -47, Private,266860, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,65, United-States, >50K -40, Private,34113, HS-grad,9, Never-married, Exec-managerial, Not-in-family, Amer-Indian-Eskimo, Male,6849,0,43, United-States, <=50K -41, Private,159549, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,195248, Some-college,10, Never-married, Sales, Own-child, Other, Female,0,0,20, United-States, <=50K -52, Private,109413, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -62, Private,195343, Doctorate,16, Divorced, Prof-specialty, Unmarried, White, Male,15020,0,50, United-States, >50K -46, Private,185291, 11th,7, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,45, United-States, >50K -21,,140012, Some-college,10, Never-married,, Own-child, White, Male,0,0,20, United-States, <=50K -35, Self-emp-not-inc,114366, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,169631, HS-grad,9, Married-spouse-absent, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -21, Private,163870, 10th,6, Married-civ-spouse, Other-service, Husband, White, Male,3908,0,40, United-States, <=50K -35, Private,312232, HS-grad,9, Separated, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -46, Private,229737, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, India, >50K -70,,306563, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,161637, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,1902,40, Taiwan, >50K -34, Private,106014, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,60, United-States, <=50K -21, Private,25265, Assoc-voc,11, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,30, United-States, <=50K -29, Private,71860, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -41, Self-emp-inc,94113, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -51, Self-emp-not-inc,208003, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,113550, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -47, Private,83046, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -42, Self-emp-inc,277488, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,65, United-States, >50K -19, Private,205830, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,40, El-Salvador, <=50K -46, Private,273575, Bachelors,13, Married-civ-spouse, Transport-moving, Husband, White, Male,15024,0,40, United-States, >50K -23, Private,245147, Some-college,10, Never-married, Handlers-cleaners, Own-child, Black, Male,0,0,40, United-States, <=50K -49, Private,274720, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -58, Self-emp-not-inc,163047, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -41, State-gov,47902, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,50, United-States, >50K -50, Private,128798, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -77, Private,154205, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,10, United-States, <=50K -27, Private,176683, Assoc-voc,11, Married-civ-spouse, Other-service, Husband, White, Male,0,0,60, United-States, <=50K -29, Self-emp-inc,104737, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -54, Private,349340, Preschool,1, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,0,40, India, <=50K -39, State-gov,218249, Some-college,10, Separated, Prof-specialty, Unmarried, Black, Female,0,0,37, United-States, <=50K -32, Private,281540, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,50, United-States, <=50K -36, Federal-gov,112847, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -24, Local-gov,126613, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,20, United-States, <=50K -50, Self-emp-not-inc,145419, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,7688,0,45, United-States, >50K -32, Self-emp-not-inc,34572, HS-grad,9, Divorced, Farming-fishing, Not-in-family, White, Male,0,0,65, United-States, <=50K -26, Private,104045, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -49,,57665, Bachelors,13, Divorced,, Own-child, White, Female,0,0,40, United-States, <=50K -38, Private,359001, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,42, United-States, <=50K -47, Private,105273, Bachelors,13, Widowed, Craft-repair, Unmarried, Black, Female,6497,0,40, United-States, <=50K -31, Private,201122, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -38, Private,160035, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, <=50K -50, Private,167886, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -18, Private,32059, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -59, Self-emp-inc,200453, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -56, Self-emp-not-inc,403072, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -34, Private,37210, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,50, United-States, <=50K -32, Private,199416, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,413227, Bachelors,13, Never-married, Other-service, Not-in-family, White, Male,0,0,35, United-States, <=50K -29,,188675, Some-college,10, Divorced,, Own-child, Black, Male,0,0,40, United-States, <=50K -42, Private,226902, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,45, United-States, >50K -37, Private,195189, Some-college,10, Divorced, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -36, Private,116608, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -59, Private,99131, Masters,14, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, >50K -32, Private,553405, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,99999,0,50, United-States, >50K -52, Local-gov,186117, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,56, United-States, >50K -29, State-gov,67053, HS-grad,9, Never-married, Other-service, Not-in-family, Asian-Pac-Islander, Male,0,0,40, Thailand, <=50K -39, Private,347960, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Female,14084,0,35, United-States, >50K -39, Private,325374, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -69, Private,130413, Bachelors,13, Widowed, Exec-managerial, Not-in-family, White, Female,2346,0,15, United-States, <=50K -43, Private,111949, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,35, United-States, <=50K -39, Private,278557, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1628,48, United-States, <=50K -19, Private,194905, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,30, United-States, <=50K -60, Local-gov,195453, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -51, Private,282549, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,3137,0,40, United-States, <=50K -75, Private,316119, Some-college,10, Widowed, Prof-specialty, Not-in-family, White, Female,0,0,8, United-States, <=50K -37, State-gov,252939, Assoc-voc,11, Never-married, Prof-specialty, Unmarried, Black, Female,5455,0,40, United-States, <=50K -24, State-gov,506329, Some-college,10, Never-married, Adm-clerical, Own-child, Asian-Pac-Islander, Male,0,0,40,, <=50K -20, Private,316043, 11th,7, Never-married, Other-service, Own-child, Black, Male,594,0,20, United-States, <=50K -58, Federal-gov,319733, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,70, United-States, <=50K -21, State-gov,99199, Masters,14, Never-married, Transport-moving, Own-child, White, Male,0,0,15, United-States, <=50K -28, Private,204600, HS-grad,9, Separated, Protective-serv, Other-relative, White, Male,0,0,40, United-States, <=50K -40, Private,173307, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -45, Self-emp-not-inc,34446, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -40, Self-emp-not-inc,237293, Prof-school,15, Married-civ-spouse, Prof-specialty, Wife, White, Female,15024,0,40, United-States, >50K -41, Private,175642, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Female,0,0,40, United-States, <=50K -58, Private,203735, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -44, Local-gov,171589, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,7688,0,40, United-States, >50K -26, Private,197967, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,65, United-States, <=50K -29, Private,413297, Assoc-acdm,12, Never-married, Sales, Not-in-family, White, Male,0,0,45, Mexico, <=50K -45, Private,240841, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -23, Private,152189, Assoc-acdm,12, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -39, State-gov,85874, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -45, Self-emp-not-inc,176814, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,40, United-States, >50K -51, Local-gov,133336, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,40, United-States, >50K -22, Private,362623, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -67,,37170, 7th-8th,4, Divorced,, Not-in-family, White, Male,0,0,3, United-States, <=50K -28, Private,30912, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,35448, Some-college,10, Never-married, Other-service, Unmarried, White, Female,0,0,25, United-States, <=50K -33, Private,173248, HS-grad,9, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,35, United-States, <=50K -37, Private,49626, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,43, United-States, <=50K -19, Private,102723, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -90,,166343, 1st-4th,2, Widowed,, Not-in-family, Black, Female,0,0,40, United-States, <=50K -35, Private,168322, 11th,7, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -62, Private,131117, 7th-8th,4, Divorced, Tech-support, Unmarried, White, Female,0,0,38, Columbia, <=50K -20,,210474, Some-college,10, Never-married,, Own-child, White, Female,0,0,15, United-States, <=50K -25, Private,110138, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -21, Private,107452, HS-grad,9, Never-married, Craft-repair, Other-relative, White, Male,0,0,40, United-States, <=50K -32, Private,160594, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,35, United-States, <=50K -32, Local-gov,186784, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,5013,0,45, United-States, <=50K -70, Local-gov,334666, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,12, United-States, <=50K -65,,191380, 10th,6, Married-civ-spouse,, Husband, White, Male,9386,0,50, United-States, >50K -57, Private,104272, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,19491, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -37, Private,128715, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -34, Private,128063, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,36, United-States, <=50K -26, Self-emp-not-inc,37023, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,78, United-States, <=50K -44, Private,68748, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,48, United-States, <=50K -66, Private,140576, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -39, Local-gov,327435, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Female,0,0,40, United-States, <=50K -31, Private,202729, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -53, Private,277471, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -36, Private,189670, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,50, United-States, <=50K -61, Private,204908, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -43, Private,171841, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -38, Private,78247, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,68895, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,50, Mexico, <=50K -27, Private,56658, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, Amer-Indian-Eskimo, Male,0,0,8, United-States, <=50K -58, Local-gov,259216, 9th,5, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -37, State-gov,270278, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,12, Puerto-Rico, <=50K -56, Private,238806, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,26, United-States, <=50K -36, Private,111128, Some-college,10, Separated, Exec-managerial, Not-in-family, White, Male,0,0,60, United-States, >50K -29, Private,119429, HS-grad,9, Never-married, Craft-repair, Not-in-family, Black, Male,0,0,40, United-States, <=50K -28, Private,73037, 10th,6, Never-married, Transport-moving, Unmarried, White, Male,0,0,30, United-States, <=50K -61, Self-emp-not-inc,84409, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -66, Self-emp-not-inc,274451, 9th,5, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,25, United-States, >50K -31, Private,246439, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,7298,0,50, United-States, >50K -21, Private,124242, Assoc-acdm,12, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -67, Self-emp-not-inc,123393, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,6418,0,58, United-States, >50K -26, Private,159732, HS-grad,9, Widowed, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -21, Private,161415, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -33, Private,157568, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,168030, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,32, United-States, <=50K -59, State-gov,349910, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,10605,0,50, United-States, >50K -82, Self-emp-inc,130329, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -34, State-gov,56964, Doctorate,16, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,50, United-States, >50K -29, Private,370509, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, France, >50K -19, Private,106306, Some-college,10, Divorced, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -57, Self-emp-not-inc,56480, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,1, United-States, <=50K -41, Private,115932, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,99999,0,50, United-States, >50K -55, Private,154580, 10th,6, Married-civ-spouse, Other-service, Husband, Black, Male,2580,0,40, United-States, <=50K -27, Private,404421, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, Black, Male,0,0,40, United-States, <=50K -33, Private,194901, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,45, United-States, <=50K -43, State-gov,164790, Some-college,10, Divorced, Adm-clerical, Not-in-family, Black, Male,0,0,50, United-States, >50K -72, Federal-gov,94242, Some-college,10, Widowed, Tech-support, Not-in-family, White, Female,0,0,16, United-States, <=50K -68, Self-emp-not-inc,365020, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,160512, HS-grad,9, Separated, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -41, Private,170331, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -30, Private,101266, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,100252, Bachelors,13, Divorced, Other-service, Not-in-family, Asian-Pac-Islander, Male,99999,0,70, United-States, >50K -54, Private,217718, 5th-6th,3, Married-spouse-absent, Other-service, Unmarried, Black, Female,0,0,30, Haiti, <=50K -32, Private,170154, Assoc-acdm,12, Separated, Exec-managerial, Unmarried, White, Female,25236,0,50, United-States, >50K -56, Private,105281, HS-grad,9, Widowed, Sales, Not-in-family, White, Female,0,1974,40, United-States, <=50K -39,,361838, Bachelors,13, Married-civ-spouse,, Wife, White, Female,0,0,6, United-States, >50K -41, State-gov,283917, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,35, United-States, >50K -48, Private,39530, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -66, Self-emp-not-inc,212185, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,48, United-States, <=50K -25, Self-emp-inc,90752, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,50, United-States, <=50K -31, Private,202450, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,1573,40, United-States, <=50K -32, Private,168138, Assoc-acdm,12, Divorced, Sales, Not-in-family, White, Male,2597,0,48, United-States, <=50K -51, Private,159755, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,40, United-States, >50K -42, Private,191765, HS-grad,9, Never-married, Adm-clerical, Other-relative, Black, Female,0,2339,40, Trinadad&Tobago, <=50K -22,,210802, Some-college,10, Never-married,, Not-in-family, Black, Female,0,0,35, United-States, <=50K -31, Private,340880, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -43, Self-emp-not-inc,113211, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, <=50K -42, Private,134509, Some-college,10, Never-married, Transport-moving, Unmarried, Black, Female,0,0,40, United-States, <=50K -20, State-gov,147280, HS-grad,9, Never-married, Other-service, Other-relative, Other, Male,0,0,40, United-States, <=50K -40, Private,145441, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -65, Private,398001, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,20, United-States, <=50K -53, Private,31588, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,52, United-States, >50K -56, Private,189975, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1902,60, United-States, >50K -51, State-gov,231495, Doctorate,16, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,55, United-States, >50K -38,,121135, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -44, Private,186916, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -49, Self-emp-inc,213140, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,60, United-States, >50K -47, Private,176893, HS-grad,9, Divorced, Craft-repair, Not-in-family, Black, Male,8614,0,44, United-States, >50K -22, Private,115244, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, <=50K -53, Private,313243, Some-college,10, Separated, Craft-repair, Not-in-family, White, Male,0,2444,45, United-States, >50K -41, Local-gov,169995, Some-college,10, Divorced, Protective-serv, Not-in-family, White, Male,0,0,20, United-States, <=50K -19, Private,198459, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,2001,40, United-States, <=50K -27, Local-gov,66824, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Amer-Indian-Eskimo, Female,3325,0,43, United-States, <=50K -48, Self-emp-not-inc,52240, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,25, United-States, >50K -52, Private,35305, 7th-8th,4, Never-married, Other-service, Own-child, White, Female,0,0,7, United-States, <=50K -61, State-gov,186451, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,40, United-States, >50K -45, Self-emp-not-inc,160724, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,45, China, >50K -29, Private,210464, 9th,5, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,207685, Some-college,10, Divorced, Other-service, Not-in-family, White, Male,0,0,21, United-States, <=50K -38, Private,233717, Some-college,10, Divorced, Exec-managerial, Unmarried, Black, Male,0,0,60, United-States, <=50K -32, Private,222205, Some-college,10, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -37, Private,167613, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -55, Private,148773, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -62, Local-gov,68268, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -48, Private,174533, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -43, Private,273230, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -25, Private,187502, HS-grad,9, Never-married, Sales, Own-child, Black, Male,0,0,24, United-States, <=50K -47, Private,209320, HS-grad,9, Separated, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -49, Self-emp-not-inc,56841, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,70, United-States, <=50K -55, Private,254627, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,42703, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -40, Private,374137, HS-grad,9, Divorced, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -34, Private,196385, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,192930, HS-grad,9, Separated, Sales, Unmarried, White, Female,0,0,10, United-States, <=50K -39, Private,99527, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -45, Private,185437, Assoc-acdm,12, Divorced, Craft-repair, Not-in-family, White, Female,0,0,55, United-States, <=50K -43, Private,247162, Assoc-acdm,12, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -32, Federal-gov,131534, HS-grad,9, Never-married, Exec-managerial, Not-in-family, Black, Female,0,0,40, United-States, <=50K -18, Private,184693, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,20, Mexico, <=50K -27, Private,704108, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -57, Private,220262, Assoc-acdm,12, Divorced, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Private,95654, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,60, United-States, <=50K -67, Private,89346, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -26, Private,94392, 11th,7, Separated, Other-service, Unmarried, White, Female,0,0,20, United-States, <=50K -21, Private,334113, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -17, Private,32763, 10th,6, Never-married, Other-service, Own-child, White, Male,0,0,15, United-States, <=50K -31, Private,136651, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Mexico, <=50K -51, Self-emp-not-inc,240236, Assoc-acdm,12, Separated, Sales, Not-in-family, Black, Male,0,0,30, United-States, <=50K -29, Private,53271, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -28, Private,31493, Bachelors,13, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, >50K -32, Private,195891, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -31, Local-gov,209103, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,3464,0,45, United-States, <=50K -26, Private,211424, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, >50K -28, Local-gov,84657, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -40, Private,151408, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -51, Private,106819, 7th-8th,4, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,19, United-States, <=50K -62, Private,132917, Some-college,10, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,20, United-States, <=50K -54, Private,146834, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,60, United-States, <=50K -55, Private,164332, HS-grad,9, Separated, Other-service, Not-in-family, White, Female,0,0,16, United-States, <=50K -24, Private,30656, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,20, United-States, <=50K -27, Private,113501, Masters,14, Never-married, Adm-clerical, Own-child, White, Male,0,0,45, United-States, <=50K -18, Private,165316, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,30, United-States, <=50K -22, Private,233955, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Amer-Indian-Eskimo, Female,14344,0,40, United-States, >50K -21, Private,126613, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -44, Self-emp-not-inc,361280, Some-college,10, Married-civ-spouse, Sales, Husband, Asian-Pac-Islander, Male,0,0,80, Philippines, >50K -50,,123044, Masters,14, Married-civ-spouse,, Husband, White, Male,0,0,60, United-States, >50K -38, Private,165472, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -39, Private,99452, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -27, Private,84977, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,240458, 11th,7, Divorced, Craft-repair, Not-in-family, Black, Male,0,0,40, United-States, <=50K -51, Private,230858, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1977,60, United-States, >50K -60, Private,123218, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -62,,191118, Some-college,10, Married-civ-spouse,, Husband, White, Male,7298,0,40, United-States, >50K -38, Private,115289, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,373895, Some-college,10, Separated, Handlers-cleaners, Not-in-family, Black, Male,0,0,35, United-States, <=50K -43, Private,152617, Some-college,10, Divorced, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -49, State-gov,72619, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,50, United-States, <=50K -17, Private,41865, 10th,6, Never-married, Other-service, Own-child, White, Female,0,0,25, United-States, <=50K -32, Private,190228, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,60, United-States, <=50K -23, Private,193090, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,38, United-States, <=50K -28, Private,138692, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1887,40, United-States, >50K -83, Self-emp-inc,153183, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,2392,55, United-States, >50K -25, Private,181896, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -42, Private,268183, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1485,60, United-States, <=50K -46, Local-gov,213668, 11th,7, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -29, Private,99369, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Other, Female,0,0,50, United-States, <=50K -44, Private,104196, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -60, Self-emp-not-inc,176839, Prof-school,15, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -30, Local-gov,99502, Assoc-voc,11, Divorced, Protective-serv, Unmarried, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -24, Private,183410, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,17, United-States, <=50K -17, Private,25690, 10th,6, Never-married, Other-service, Own-child, White, Female,0,0,10, United-States, <=50K -76,,201986, 11th,7, Widowed,, Other-relative, White, Female,0,0,16, United-States, <=50K -31, Private,188961, Assoc-acdm,12, Never-married, Tech-support, Own-child, White, Female,0,0,40, United-States, <=50K -52, Private,114971, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -39, Private,121468, Bachelors,13, Never-married, Exec-managerial, Own-child, Asian-Pac-Islander, Female,0,0,35, United-States, <=50K -73, Self-emp-inc,191540, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -38, Private,146398, HS-grad,9, Never-married, Other-service, Unmarried, Black, Female,0,0,24, United-States, <=50K -48, Private,193553, HS-grad,9, Divorced, Other-service, Not-in-family, Black, Female,0,0,20, United-States, <=50K -60, Private,121127, 10th,6, Widowed, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -26, Private,389856, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -20, Private,290504, HS-grad,9, Never-married, Other-service, Other-relative, White, Male,0,0,40, United-States, <=50K -54, State-gov,137065, Doctorate,16, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, >50K -50, Local-gov,212685, HS-grad,9, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,40, United-States, <=50K -20, Private,71475, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -23, Private,111450, Some-college,10, Never-married, Adm-clerical, Other-relative, Black, Male,0,0,22, United-States, <=50K -35, Private,225860, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -43, Private,129853, 10th,6, Never-married, Machine-op-inspct, Not-in-family, Black, Male,0,0,40, United-States, <=50K -50, Private,99925, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,32, United-States, <=50K -58, Private,227800, 1st-4th,2, Separated, Farming-fishing, Not-in-family, Black, Male,0,0,50, United-States, <=50K -55, State-gov,111130, Assoc-acdm,12, Divorced, Adm-clerical, Own-child, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -29, Private,100764, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -47, Private,275095, Some-college,10, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -39, Private,147500, HS-grad,9, Married-civ-spouse, Prof-specialty, Wife, Black, Female,0,0,40, United-States, <=50K -63, Local-gov,150079, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,35, United-States, >50K -27, Private,140863, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,60, United-States, <=50K -62,,199198, 11th,7, Divorced,, Not-in-family, Black, Female,0,0,40, United-States, <=50K -38, Private,193372, Some-college,10, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -25, Private,196771, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,65, United-States, <=50K -31, Private,231826, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,52, Mexico, <=50K -40, Federal-gov,196456, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -42, Private,34037, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -52, Private,174964, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -46, Private,91608, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -31, Private,403468, Some-college,10, Separated, Other-service, Unmarried, White, Female,0,0,50, Mexico, <=50K -33, Private,112900, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -58, Private,242670, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -52, Local-gov,187830, HS-grad,9, Divorced, Tech-support, Unmarried, White, Male,4934,0,36, United-States, >50K -25, Self-emp-not-inc,368115, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,13550,0,35, United-States, >50K -54, Private,343242, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -46, Private,113390, Masters,14, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,1740,60, United-States, <=50K -28, Private,200733, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -24, Self-emp-not-inc,236769, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,22494, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -60, Federal-gov,129379, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,239098, HS-grad,9, Never-married, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -27, Private,167501, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -35, Private,77146, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -47, Private,82797, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -33, Self-emp-not-inc,134886, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,50, United-States, >50K -40, Self-emp-inc,218558, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -38, Private,207568, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,5178,0,40, United-States, >50K -26, Private,196899, Assoc-acdm,12, Separated, Craft-repair, Not-in-family, Other, Female,0,0,40, United-States, <=50K -54, Self-emp-not-inc,200960, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -39, Private,188069, Bachelors,13, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40,, <=50K -60, Private,232337, 7th-8th,4, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -32, Private,98656, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -19, State-gov,194260, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,15, United-States, <=50K -49,,481987, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,60, United-States, <=50K -31, Private,234976, 11th,7, Never-married, Adm-clerical, Unmarried, White, Female,0,0,48, United-States, <=50K -29, Private,349116, HS-grad,9, Separated, Sales, Unmarried, White, Female,0,0,25, United-States, <=50K -39, Private,175390, HS-grad,9, Never-married, Sales, Unmarried, Black, Female,0,0,40, United-States, <=50K -42, Private,187720, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,15024,0,50,, >50K -26, Private,214637, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,35, United-States, <=50K -27, Private,185127, Assoc-voc,11, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -52, Private,98752, 9th,5, Widowed, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -50, Local-gov,218382, Some-college,10, Divorced, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -51, Private,153486, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, >50K -51, Federal-gov,174102, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -40, Private,137142, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -61, Private,241013, 7th-8th,4, Widowed, Farming-fishing, Not-in-family, Black, Male,0,0,40, United-States, <=50K -35, Private,267798, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -41,,152880, HS-grad,9, Divorced,, Not-in-family, Black, Female,0,0,28, United-States, <=50K -31, Private,263561, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -43, Private,113324, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1902,40, United-States, >50K -20, Private,39764, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -35, Private,172186, Some-college,10, Separated, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Private,460408, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,1672,45, United-States, <=50K -42, Self-emp-not-inc,185129, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1887,40, United-States, >50K -51, Private,61270, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, >50K -39, Self-emp-inc,124685, Masters,14, Divorced, Exec-managerial, Not-in-family, Asian-Pac-Islander, Male,0,0,99, Japan, >50K -69, Self-emp-not-inc,76968, 9th,5, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,25, United-States, <=50K -63,,310396, 9th,5, Married-civ-spouse,, Husband, White, Male,5178,0,40, United-States, >50K -29, Federal-gov,37933, Some-college,10, Never-married, Adm-clerical, Unmarried, Black, Female,2174,0,40, United-States, <=50K -21, Private,38772, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,20, United-States, <=50K -24, Private,172496, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Male,0,0,55, United-States, <=50K -55, Private,306164, HS-grad,9, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,40, United-States, <=50K -42, Self-emp-not-inc,33795, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -48, Private,47686, 11th,7, Married-civ-spouse, Other-service, Wife, White, Female,0,0,40, United-States, <=50K -31, Private,193132, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Female,0,0,42, United-States, <=50K -52, Private,400004, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -30, Private,101283, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -29, Private,192384, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -32, Private,113838, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -47, Private,278322, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,40, United-States, >50K -56, Private,199713, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,236021, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,138938, Some-college,10, Never-married, Prof-specialty, Own-child, White, Female,0,0,10, United-States, <=50K -36, Private,126946, Some-college,10, Separated, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -45, Private,44791, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -38, Private,31964, 9th,5, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -60, State-gov,352156, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -70, Self-emp-not-inc,205860, Masters,14, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,40, United-States, <=50K -21, Private,113106, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,30, United-States, <=50K -57, Private,89182, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -33, Private,250782, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,48, United-States, <=50K -37, Private,193855, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1902,50, United-States, <=50K -50, Self-emp-not-inc,132716, Prof-school,15, Married-civ-spouse, Exec-managerial, Husband, White, Male,99999,0,50, United-States, >50K -68, Private,218637, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,2377,55, United-States, >50K -28, Private,177955, 11th,7, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, Mexico, <=50K -32, Private,198660, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,207937, Prof-school,15, Divorced, Prof-specialty, Not-in-family, White, Male,10520,0,50, United-States, >50K -18, Private,168740, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,30, United-States, <=50K -45, Private,199625, Some-college,10, Divorced, Prof-specialty, Unmarried, White, Female,0,0,20, United-States, <=50K -22, Private,213902, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Female,0,0,40, Mexico, <=50K -38, Private,208379, Bachelors,13, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,8, United-States, <=50K -37, Private,113120, Assoc-voc,11, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -23, Private,57827, Bachelors,13, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K -59, Private,515712, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -48, Self-emp-inc,54190, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,40, United-States, >50K -53, Self-emp-inc,134793, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,50, United-States, >50K -18, Private,396270, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,25, United-States, <=50K -30, Private,231620, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,40, Mexico, <=50K -50, Private,174655, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -63,,97823, 11th,7, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -38, Self-emp-not-inc,344480, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,4064,0,40, United-States, <=50K -48, Private,176732, 9th,5, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -60, Private,143932, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -46, Private,551962, HS-grad,9, Separated, Handlers-cleaners, Unmarried, White, Female,0,0,50, Peru, <=50K -30,,298577, HS-grad,9, Never-married,, Own-child, White, Male,0,0,30, United-States, <=50K -39, Private,257942, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -55, Local-gov,253062, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -17, Private,193748, 11th,7, Never-married, Sales, Own-child, White, Male,0,0,15, United-States, <=50K -46, Private,368561, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, >50K -50, Private,192964, HS-grad,9, Divorced, Sales, Unmarried, White, Female,0,0,65, United-States, <=50K -32, Private,217304, Bachelors,13, Never-married, Protective-serv, Not-in-family, Black, Male,0,0,30, United-States, <=50K -18, Private,120029, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -34, Private,62124, HS-grad,9, Separated, Other-service, Not-in-family, Black, Male,0,0,40, United-States, <=50K -50, Private,94885, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,45, United-States, >50K -32, Private,192565, 11th,7, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, <=50K -23, Local-gov,220912, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Black, Female,0,0,40, United-States, <=50K -26, Private,184120, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -46, Private,140782, Assoc-acdm,12, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, <=50K -43, Self-emp-inc,170785, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, <=50K -32, Private,90705, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, >50K -37, State-gov,108293, Assoc-acdm,12, Divorced, Prof-specialty, Unmarried, White, Female,0,0,38, United-States, <=50K -48, Private,168283, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, >50K -28, Private,339372, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,1408,40, United-States, <=50K -43, Private,193672, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -51, Local-gov,143865, 10th,6, Widowed, Other-service, Not-in-family, White, Female,0,0,24, United-States, <=50K -30, Private,209317, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,50, Dominican-Republic, <=50K -34, State-gov,204461, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -34, Private,137088, HS-grad,9, Married-civ-spouse, Craft-repair, Other-relative, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -41, Private,149102, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -53, Private,182855, 10th,6, Divorced, Adm-clerical, Unmarried, White, Female,0,0,48, United-States, <=50K -42, Private,572751, Preschool,1, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Nicaragua, <=50K -18, Private,83451, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,30, United-States, <=50K -81, Private,98116, Bachelors,13, Widowed, Sales, Not-in-family, White, Male,0,0,50, United-States, >50K -40, Private,119225, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,134888, Bachelors,13, Never-married, Tech-support, Own-child, White, Female,0,0,35, United-States, <=50K -20, Private,745817, Some-college,10, Never-married, Tech-support, Own-child, White, Female,0,0,15, United-States, <=50K -41, Private,88368, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,50, United-States, <=50K -49, State-gov,122066, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -22, Private,363219, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,20, United-States, <=50K -46, Private,84402, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,45, United-States, >50K -56, Private,34626, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,1980,40, United-States, <=50K -35, Private,150042, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, >50K -34, Private,48014, Bachelors,13, Separated, Exec-managerial, Not-in-family, White, Female,0,0,35, United-States, <=50K -29, Local-gov,177398, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -28, Private,373698, 12th,8, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45,, <=50K -35, Private,422933, Bachelors,13, Never-married, Other-service, Not-in-family, White, Male,0,0,37, United-States, <=50K -29, Private,131088, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,178255, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,30, Columbia, <=50K -52, Self-emp-not-inc,129311, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,95, United-States, >50K -45, Private,473171, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -43, Private,236985, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -35,,226379, HS-grad,9, Married-civ-spouse,, Other-relative, White, Female,0,0,25, United-States, <=50K -21,,277700, Some-college,10, Never-married,, Own-child, White, Male,0,0,20, United-States, <=50K -35, Private,207568, 10th,6, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -30, Private,85708, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -45, Private,98765, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, White, Female,0,0,40, Canada, <=50K -29, Private,192283, Some-college,10, Never-married, Other-service, Other-relative, White, Female,0,0,20, United-States, <=50K -29, State-gov,271012, 10th,6, Never-married, Other-service, Own-child, Black, Female,0,0,40, United-States, <=50K -33, Private,189265, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -17, Private,321880, 10th,6, Never-married, Other-service, Own-child, Black, Male,0,0,15, United-States, <=50K -52, Private,177465, HS-grad,9, Divorced, Sales, Unmarried, White, Female,0,0,25, United-States, <=50K -24, Private,127647, Some-college,10, Separated, Adm-clerical, Unmarried, White, Female,0,0,35, United-States, <=50K -32, State-gov,119033, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -40, Private,289748, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,4650,0,48, United-States, <=50K -32, Private,209317, HS-grad,9, Separated, Exec-managerial, Not-in-family, White, Male,0,0,40,, <=50K -33, Private,284531, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -30, Private,251120, 7th-8th,4, Never-married, Craft-repair, Not-in-family, White, Male,0,0,38, United-States, <=50K -28, Private,113870, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -62, Without-pay,170114, Assoc-acdm,12, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -46, Local-gov,121124, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,15024,0,40, United-States, >50K -32, Private,328199, Assoc-voc,11, Never-married, Tech-support, Not-in-family, White, Female,0,0,64, United-States, <=50K -26, Private,206307, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -41, Self-emp-inc,236021, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,40, United-States, >50K -57, Federal-gov,170603, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -52, Private,74275, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,7298,0,45, United-States, >50K -35, Self-emp-not-inc,112271, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -19, Private,118306, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,16, United-States, <=50K -49, Private,126754, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,45, United-States, >50K -47, Private,267205, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60,, >50K -38, Private,205359, 11th,7, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,32, United-States, <=50K -30, Private,398662, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -32, Private,202498, 11th,7, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, Columbia, <=50K -32, Private,105650, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,50, United-States, >50K -46, Private,191204, Assoc-voc,11, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -22, Private,56582, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,50, United-States, <=50K -47, Local-gov,51579, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,50, United-States, <=50K -57, Self-emp-not-inc,152030, Some-college,10, Married-civ-spouse, Sales, Wife, White, Female,0,0,25, United-States, >50K -47, Private,227310, Some-college,10, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -41, Private,55854, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,56, United-States, >50K -36, Local-gov,28996, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,160634, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -37, Private,222450, 11th,7, Married-spouse-absent, Other-service, Other-relative, White, Male,0,0,40, El-Salvador, <=50K -36, Self-emp-inc,180419, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,45, United-States, <=50K -64, Private,116084, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,2635,0,40, United-States, <=50K -17, Private,202521, 10th,6, Never-married, Other-service, Own-child, White, Male,0,0,15, United-States, <=50K -23, Private,186014, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,15, United-States, <=50K -40, Private,88368, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,914,0,40, United-States, <=50K -42, State-gov,190044, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,50, United-States, >50K -37, Self-emp-not-inc,35330, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,42, United-States, <=50K -35, Federal-gov,84848, Some-college,10, Never-married, Handlers-cleaners, Unmarried, White, Female,0,0,40, United-States, <=50K -56, Self-emp-not-inc,176280, HS-grad,9, Divorced, Other-service, Not-in-family, White, Male,0,0,50, United-States, <=50K -52, Private,145271, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -37, Local-gov,108320, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,45, United-States, >50K -48, State-gov,106377, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,65, United-States, >50K -24, Private,258730, HS-grad,9, Divorced, Other-service, Own-child, White, Female,0,0,40, Japan, <=50K -33, Private,58305, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,341672, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -34, Private,176648, HS-grad,9, Divorced, Adm-clerical, Not-in-family, Black, Male,0,0,42, United-States, <=50K -24,,32616, Bachelors,13, Divorced,, Not-in-family, White, Female,0,0,40, United-States, <=50K -23, Private,481175, Some-college,10, Never-married, Exec-managerial, Own-child, Other, Male,0,0,24, Peru, <=50K -49, Private,187454, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,99999,0,65, United-States, >50K -18, Private,25837, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,25, United-States, <=50K -20, Private,385077, 12th,8, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -54, Private,68985, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, >50K -19, Private,181572, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -53, Private,23698, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,46, United-States, >50K -34,,268127, 12th,8, Separated,, Unmarried, Black, Female,0,0,40, United-States, <=50K -28, Private,162298, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -35, Private,144608, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,250630, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,20, United-States, <=50K -31, Private,150441, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,50, United-States, <=50K -37, Private,189251, Doctorate,16, Separated, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -64, Private,260082, 12th,8, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Columbia, <=50K -42, Private,139126, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -27, Private,50132, Some-college,10, Divorced, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -36, Self-emp-not-inc,167691, Some-college,10, Never-married, Other-service, Unmarried, White, Female,0,0,50, United-States, <=50K -36, Private,77820, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -23, Private,156513, HS-grad,9, Never-married, Handlers-cleaners, Own-child, Black, Male,0,0,40, United-States, <=50K -46, Private,248059, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,3464,0,40, United-States, <=50K -24, Private,283092, 11th,7, Never-married, Craft-repair, Not-in-family, Black, Male,0,0,35, Jamaica, <=50K -22, Private,175883, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -62, Private,232308, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -19, Private,269991, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,40, Puerto-Rico, <=50K -20, Private,305446, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,30, United-States, <=50K -47, Private,120781, Masters,14, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,15024,0,40,, >50K -57, Private,78707, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -19, Private,351802, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,35, United-States, <=50K -37, Local-gov,196529, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,45, United-States, >50K -35, Self-emp-inc,175769, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,65, United-States, >50K -17, Private,153021, 12th,8, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -36, Local-gov,331902, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,35, United-States, <=50K -50, Private,279461, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -35, Private,145704, HS-grad,9, Married-civ-spouse, Prof-specialty, Wife, White, Female,3942,0,35, United-States, <=50K -27, State-gov,205499, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,77, United-States, <=50K -28, Private,293926, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1740,30, United-States, <=50K -29, Self-emp-not-inc,69132, Prof-school,15, Divorced, Prof-specialty, Not-in-family, White, Male,99999,0,60, United-States, >50K -25, Private,113099, HS-grad,9, Separated, Craft-repair, Not-in-family, Black, Male,0,0,40, United-States, <=50K -47, Self-emp-inc,206947, Assoc-acdm,12, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,67, United-States, <=50K -29, State-gov,159782, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,45, United-States, >50K -19, Private,410543, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -49, Private,34446, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,209101, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,25, United-States, >50K -43, Federal-gov,95902, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Wife, Black, Female,0,0,40, United-States, <=50K -56, Self-emp-not-inc,214323, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,236323, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Female,0,0,40, United-States, <=50K -45, Federal-gov,201127, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,56, United-States, >50K -40, Private,142886, Bachelors,13, Widowed, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -44, Private,77313, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,38, United-States, <=50K -17,,212125, 10th,6, Never-married,, Own-child, White, Female,0,0,20, United-States, <=50K -36, Private,187098, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -19, Private,196857, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -53, Local-gov,155314, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -72, Self-emp-not-inc,203289, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, <=50K -46, Private,117059, Assoc-voc,11, Married-civ-spouse, Transport-moving, Husband, Amer-Indian-Eskimo, Male,0,0,60, United-States, <=50K -33, Private,178587, Some-college,10, Separated, Prof-specialty, Unmarried, White, Female,0,0,37, United-States, <=50K -22, Private,82393, 9th,5, Never-married, Handlers-cleaners, Own-child, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -17,,145258, 11th,7, Never-married,, Other-relative, White, Female,0,0,25, United-States, <=50K -41, Private,185145, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,45,, >50K -46, Private,72896, 9th,5, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,43, United-States, <=50K -33, Private,134886, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -32, Private,223212, Preschool,1, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Mexico, <=50K -52, Self-emp-not-inc,174752, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -27, Private,230563, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -48, State-gov,353824, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,72, United-States, >50K -22, Private,117363, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,35, United-States, <=50K -25, Private,285367, HS-grad,9, Divorced, Other-service, Not-in-family, White, Male,0,0,50, United-States, <=50K -60,,139391, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,42, United-States, <=50K -38, Private,198170, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,38948, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -49, Private,188515, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -40, Self-emp-not-inc,177810, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,30, United-States, <=50K -48, Private,188432, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,3103,0,46, United-States, >50K -31, Private,178506, Some-college,10, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -40, Self-emp-not-inc,129298, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,45, United-States, <=50K -25, Private,165315, HS-grad,9, Divorced, Sales, Unmarried, White, Female,0,0,37, United-States, <=50K -68, Private,117236, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,20051,0,45, United-States, >50K -18,,172214, HS-grad,9, Never-married,, Own-child, Black, Female,0,0,20, United-States, <=50K -19, Private,63434, 12th,8, Never-married, Farming-fishing, Own-child, White, Female,0,0,30, United-States, <=50K -35, Self-emp-inc,140854, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,60, United-States, <=50K -28, Private,133043, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,50, United-States, <=50K -53, Private,113176, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,2597,0,40, United-States, <=50K -33, Private,259301, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,41, United-States, <=50K -20, Private,196643, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -45, Self-emp-not-inc,364365, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,35, United-States, <=50K -36, Private,269318, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -34, Private,108454, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -32, Private,171637, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -19, Private,183589, Some-college,10, Never-married, Transport-moving, Own-child, White, Male,0,0,25, United-States, <=50K -24, Private,107801, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -34, Private,179877, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -32, Private,168981, HS-grad,9, Never-married, Adm-clerical, Other-relative, White, Female,0,0,35, United-States, <=50K -37, Private,120590, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -31, Private,310773, Some-college,10, Separated, Sales, Unmarried, White, Female,0,0,40, Mexico, <=50K -21, Private,197050, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,35, United-States, <=50K -47, Private,159726, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,85, United-States, >50K -23, Private,210797, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,55291, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -60,,141221, Bachelors,13, Married-civ-spouse,, Husband, Asian-Pac-Islander, Male,0,2163,25, South, <=50K -17, Private,276718, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,20, United-States, <=50K -67, Private,336163, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,24, United-States, <=50K -57, Private,112840, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, >50K -17, Private,165918, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,20, Peru, <=50K -53, Private,165745, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -25, Self-emp-not-inc,259299, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,3103,0,50, United-States, >50K -24, State-gov,197731, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,49, United-States, >50K -48, Self-emp-not-inc,197702, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,162238, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1887,47, United-States, >50K -38, Private,213260, HS-grad,9, Separated, Protective-serv, Not-in-family, Black, Male,0,0,40, United-States, <=50K -51, Private,53833, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,46, United-States, >50K -18, Private,89419, HS-grad,9, Never-married, Tech-support, Own-child, White, Female,0,0,10, United-States, <=50K -23, Private,119704, Some-college,10, Separated, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -42, Private,433170, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, >50K -34, Private,182714, HS-grad,9, Separated, Other-service, Not-in-family, White, Female,0,0,35,, <=50K -39, Private,172538, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, White, Male,0,0,40, United-States, <=50K -20,,220115, HS-grad,9, Never-married,, Own-child, White, Male,0,0,12, United-States, <=50K -39, Private,158956, Some-college,10, Never-married, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -21, Self-emp-not-inc,25631, Some-college,10, Never-married, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -26, Private,476558, 7th-8th,4, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, Mexico, <=50K -54, Federal-gov,35576, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,203463, Some-college,10, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -32, State-gov,317647, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -59, Self-emp-not-inc,170411, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -24,,174182, 11th,7, Married-civ-spouse,, Wife, Other, Female,0,0,24, United-States, <=50K -54, Private,220055, Bachelors,13, Widowed, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -54, Private,231482, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -67, Private,335979, HS-grad,9, Widowed, Sales, Not-in-family, White, Female,991,0,18, United-States, <=50K -33, Private,279173, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -37, Private,89559, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -47, Private,161950, Bachelors,13, Divorced, Other-service, Not-in-family, White, Female,0,0,25, Germany, <=50K -51, Private,131068, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -45, Private,219632, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -19, Private,175507, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -58, Self-emp-inc,182062, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,24, United-States, >50K -27, Private,287476, HS-grad,9, Never-married, Craft-repair, Not-in-family, Black, Male,3325,0,40, United-States, <=50K -36, Private,206253, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,1617,40, United-States, <=50K -20,,189203, Assoc-acdm,12, Never-married,, Not-in-family, White, Male,0,0,40, United-States, <=50K -51, Private,21698, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -45, Self-emp-not-inc,328051, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,60, United-States, <=50K -32, Private,356689, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Male,3887,0,40, United-States, <=50K -59, Private,121865, HS-grad,9, Divorced, Other-service, Not-in-family, Black, Female,0,0,40, United-States, <=50K -45, Self-emp-not-inc,420986, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -43,,218558, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -54, Private,288992, 10th,6, Divorced, Prof-specialty, Unmarried, White, Male,14344,0,68, United-States, >50K -20,,189740, Some-college,10, Never-married,, Own-child, White, Female,0,0,32, United-States, <=50K -29, Local-gov,188909, Bachelors,13, Never-married, Prof-specialty, Own-child, Black, Female,0,0,42, United-States, <=50K -28, Private,213081, 11th,7, Never-married, Other-service, Not-in-family, Black, Female,0,0,40, Jamaica, <=50K -18, Self-emp-not-inc,157131, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -49, Private,98010, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, <=50K -46, Private,207677, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,30, United-States, <=50K -58,,361870, HS-grad,9, Married-civ-spouse,, Husband, Black, Male,0,0,30, United-States, <=50K -56, Private,266091, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,45, Mexico, <=50K -41, Private,106627, Assoc-acdm,12, Divorced, Exec-managerial, Unmarried, Black, Female,0,0,50, United-States, <=50K -50, Self-emp-inc,167793, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,2415,60, United-States, >50K -74, Self-emp-not-inc,206682, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1648,35, United-States, <=50K -30, Private,243165, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -62, Private,201928, HS-grad,9, Widowed, Craft-repair, Unmarried, Black, Female,0,0,40, United-States, <=50K -19, Private,128346, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,40, United-States, <=50K -29, Private,197288, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, Black, Female,0,0,40, United-States, <=50K -20,,169184, Some-college,10, Never-married,, Other-relative, Black, Female,0,0,40, United-States, <=50K -36, Private,245521, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,35, Mexico, <=50K -36, Private,129591, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -51, Local-gov,47415, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,1628,30, United-States, <=50K -37, Self-emp-not-inc,188563, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,4386,0,50, United-States, >50K -29, Self-emp-not-inc,184710, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -17, Private,63734, 10th,6, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,20, United-States, <=50K -18, Private,111256, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -40, Self-emp-inc,111483, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -26, Self-emp-inc,266639, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -42, Self-emp-not-inc,93853, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -32, Private,184207, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -33, Private,238002, 9th,5, Married-civ-spouse, Transport-moving, Other-relative, White, Male,0,0,40, Mexico, <=50K -28,,30237, Some-college,10, Never-married,, Unmarried, White, Female,0,0,40, United-States, <=50K -43, Private,196545, Bachelors,13, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,1902,40, United-States, >50K -47, Private,144844, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,280500, Some-college,10, Never-married, Tech-support, Own-child, Black, Female,0,0,40, United-States, <=50K -73,,135601, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,10, United-States, <=50K -37, Private,409189, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,30, Mexico, <=50K -50, Private,23686, Some-college,10, Married-civ-spouse, Adm-clerical, Other-relative, White, Female,0,0,35, United-States, >50K -19, Private,229756, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,50, United-States, <=50K -32, Local-gov,95530, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -44, Local-gov,73199, Assoc-voc,11, Divorced, Tech-support, Unmarried, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -20, Private,196745, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,16, United-States, <=50K -29, Private,79481, Some-college,10, Never-married, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -21,,116934, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -34, Private,100950, Assoc-voc,11, Never-married, Prof-specialty, Unmarried, White, Female,0,0,40, Germany, <=50K -44, Local-gov,56651, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,52, United-States, <=50K -18, Private,186954, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -22, Private,264874, Some-college,10, Never-married, Tech-support, Other-relative, White, Female,0,0,40, United-States, <=50K -39, State-gov,183092, Doctorate,16, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, >50K -26, Local-gov,273399, Some-college,10, Never-married, Protective-serv, Not-in-family, White, Male,0,0,40, Peru, <=50K -29,,142443, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,25, United-States, <=50K -21, Private,177526, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -49, Local-gov,31267, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -24, Private,321666, Assoc-acdm,12, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,20, United-States, <=50K -26, Private,331861, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,60,, <=50K -25, Private,283515, Some-college,10, Never-married, Protective-serv, Not-in-family, White, Male,0,0,60, United-States, <=50K -30, Private,54608, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -52, Private,162238, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,38, United-States, >50K -30, Private,175931, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,236804, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -31, Private,168782, HS-grad,9, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -44, Private,227065, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -46, Self-emp-inc,285335, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -31, Private,259705, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Female,0,0,40, United-States, <=50K -57, Private,24384, 7th-8th,4, Widowed, Other-service, Not-in-family, White, Female,0,0,10, United-States, <=50K -58, Private,322013, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,49797, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,52566, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -47, Private,266275, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -72, Self-emp-not-inc,285408, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,2246,28, United-States, >50K -26, Self-emp-not-inc,177858, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,1876,38, United-States, <=50K -45, Federal-gov,183804, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -48, Private,107231, Prof-school,15, Married-civ-spouse, Exec-managerial, Husband, White, Male,99999,0,50, United-States, >50K -23, Private,173679, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -20, Local-gov,163965, HS-grad,9, Never-married, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -18, Private,173585, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,15, Peru, <=50K -27, Private,172009, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -25, Private,44363, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,35, United-States, <=50K -45, Private,246392, HS-grad,9, Never-married, Priv-house-serv, Unmarried, Black, Female,0,0,30, United-States, <=50K -53, Private,167033, Some-college,10, Never-married, Exec-managerial, Not-in-family, Black, Female,0,0,40, United-States, <=50K -54, Private,143822, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -41, Private,37869, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,1902,40, United-States, >50K -23, Private,447488, 9th,5, Never-married, Machine-op-inspct, Other-relative, White, Male,0,0,35, Mexico, <=50K -17, Private,239346, 10th,6, Never-married, Other-service, Own-child, White, Male,0,0,18, United-States, <=50K -42, Private,245975, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -61, Private,34632, 12th,8, Married-spouse-absent, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -57, Private,121362, Some-college,10, Widowed, Adm-clerical, Unmarried, White, Female,0,2258,38, United-States, >50K -21, State-gov,24008, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,35, United-States, <=50K -44, Private,165492, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -48, Private,326048, Assoc-acdm,12, Divorced, Other-service, Not-in-family, White, Male,0,0,44, United-States, <=50K -46, Private,250821, Prof-school,15, Divorced, Farming-fishing, Unmarried, White, Male,0,0,48, United-States, <=50K -37, Self-emp-not-inc,154641, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,86, United-States, <=50K -35, Private,198202, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,54, United-States, <=50K -27, Local-gov,170504, Bachelors,13, Never-married, Transport-moving, Not-in-family, White, Female,0,0,40, United-States, <=50K -28, Private,191342, Some-college,10, Never-married, Sales, Not-in-family, Other, Male,0,0,40, India, <=50K -19, Private,238969, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,10, United-States, <=50K -63, Self-emp-not-inc,344128, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -69,,148694, HS-grad,9, Divorced,, Not-in-family, White, Female,0,0,40, United-States, <=50K -69,,180187, Assoc-acdm,12, Widowed,, Not-in-family, White, Female,0,0,6, Italy, <=50K -36, State-gov,168894, Assoc-voc,11, Married-spouse-absent, Protective-serv, Own-child, White, Female,0,0,40, Germany, <=50K -20, Private,203263, 12th,8, Never-married, Other-service, Own-child, White, Male,0,0,35, United-States, <=50K -28, State-gov,89564, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,50, United-States, <=50K -58, Private,97562, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,38, United-States, <=50K -48, Private,336540, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,139647, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Female,0,0,56, United-States, <=50K -38, Private,160192, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,2051,44, United-States, <=50K -50, Local-gov,320386, Assoc-acdm,12, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -35, Private,32126, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -45, Self-emp-not-inc,275445, Bachelors,13, Divorced, Exec-managerial, Unmarried, White, Male,0,0,50, United-States, <=50K -38, Self-emp-inc,54953, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,38, United-States, <=50K -54, Private,103580, Assoc-acdm,12, Divorced, Exec-managerial, Unmarried, White, Female,0,0,55, United-States, >50K -42, Private,245565, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,12, England, <=50K -32, Private,39223, 10th,6, Separated, Craft-repair, Unmarried, Black, Female,0,0,40,, <=50K -55, State-gov,117357, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,70,, >50K -63, Private,207385, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,30, United-States, <=50K -21, Private,355287, 9th,5, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,48, Mexico, <=50K -62,,141218, Masters,14, Married-civ-spouse,, Husband, White, Male,0,0,30, United-States, >50K -46, Local-gov,207677, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -43, Private,102114, Some-college,10, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -35, Self-emp-not-inc,60269, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -37, Private,278632, 9th,5, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,355551, HS-grad,9, Never-married, Craft-repair, Unmarried, White, Female,0,0,45, Mexico, <=50K -45, Private,246891, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,72, Canada, >50K -19, Private,124486, 12th,8, Never-married, Other-service, Own-child, White, Male,0,1602,20, United-States, <=50K -61,,202106, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,1902,40, United-States, >50K -61, Private,191417, 9th,5, Widowed, Exec-managerial, Not-in-family, Black, Male,0,0,65, United-States, <=50K -21, Private,184543, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -45, Private,122206, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,229015, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -28, Private,130067, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -40, Local-gov,306495, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,35, United-States, <=50K -32, Private,232855, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -55, Local-gov,171328, Some-college,10, Married-spouse-absent, Adm-clerical, Unmarried, Black, Female,0,0,35, United-States, <=50K -64, Private,144182, HS-grad,9, Widowed, Prof-specialty, Not-in-family, White, Female,0,0,23, United-States, <=50K -34, Private,102858, HS-grad,9, Separated, Adm-clerical, Unmarried, White, Male,0,0,40, United-States, <=50K -19,,199495, Some-college,10, Never-married,, Own-child, White, Male,0,0,60, United-States, <=50K -58, Private,209438, Some-college,10, Divorced, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -46, Private,74895, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1485,55, United-States, <=50K -44, Private,184378, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,446512, Some-college,10, Separated, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -31, Federal-gov,113688, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -39, Private,333305, Some-college,10, Married-civ-spouse, Sales, Wife, White, Female,0,0,45, United-States, >50K -19, Private,118535, 12th,8, Never-married, Sales, Own-child, White, Female,0,0,18, United-States, <=50K -56, Private,76142, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -53, Local-gov,38795, 9th,5, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -68, Private,208478, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,18,, <=50K -69, Private,203313, HS-grad,9, Widowed, Other-service, Not-in-family, White, Female,991,0,18, United-States, <=50K -62, Private,247483, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -62, State-gov,198686, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,56118, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -45, Federal-gov,359808, Assoc-acdm,12, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -29, Private,231554, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,50, United-States, <=50K -33, Private,34848, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,199934, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,7298,0,40, United-States, >50K -29, Private,196243, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -65, Self-emp-inc,66360, 11th,7, Married-civ-spouse, Exec-managerial, Husband, White, Male,6418,0,35, United-States, >50K -18, Private,189487, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,35, United-States, <=50K -22, Private,194848, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -30, Private,167309, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,1902,40, United-States, >50K -44, Private,192878, Bachelors,13, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -48, Private,70209, Some-college,10, Divorced, Prof-specialty, Unmarried, White, Female,0,0,20, United-States, <=50K -52, Federal-gov,123011, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,45, United-States, <=50K -53, Self-emp-not-inc,135339, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,7688,0,20, China, >50K -48, Federal-gov,497486, HS-grad,9, Married-spouse-absent, Adm-clerical, Unmarried, White, Female,1471,0,40, United-States, <=50K -25, Private,178478, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -41, Private,149909, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,7688,0,50, United-States, >50K -37, Private,103323, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -55, Private,239404, 10th,6, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,45, United-States, <=50K -67, Private,165082, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,38, United-States, <=50K -36, Private,389725, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,45, United-States, <=50K -47, Private,374580, HS-grad,9, Separated, Sales, Not-in-family, White, Female,0,0,52, United-States, <=50K -36,,187983, HS-grad,9, Never-married,, Unmarried, White, Female,0,0,40, United-States, <=50K -25, Private,259300, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,16, United-States, <=50K -19, Private,277695, 9th,5, Never-married, Farming-fishing, Other-relative, White, Male,0,0,16, Mexico, <=50K -24, Private,230248, 7th-8th,4, Separated, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -30, Self-emp-not-inc,196342, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,25, United-States, <=50K -17, Private,160968, 11th,7, Never-married, Adm-clerical, Own-child, White, Male,0,0,16, United-States, <=50K -28, Private,115438, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -34, Private,231043, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Husband, White, Male,3908,0,45, United-States, <=50K -35, Private,129597, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,46, United-States, <=50K -24, Local-gov,387108, Some-college,10, Married-civ-spouse, Protective-serv, Husband, Black, Male,0,0,40, United-States, <=50K -43, Private,105936, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,35, United-States, >50K -20, Private,107242, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, Black, Male,0,0,40,, <=50K -55, Private,125000, Masters,14, Divorced, Exec-managerial, Unmarried, White, Male,0,0,40, United-States, >50K -22, Private,229456, Some-college,10, Never-married, Adm-clerical, Own-child, Black, Female,0,0,35, United-States, <=50K -20, Private,230113, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,50, United-States, <=50K -44, Private,106698, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -38, Private,133454, Assoc-acdm,12, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -53, Private,295520, 9th,5, Widowed, Sales, Unmarried, Black, Female,0,0,25, United-States, <=50K -26, Private,151551, Some-college,10, Separated, Sales, Own-child, Amer-Indian-Eskimo, Male,2597,0,48, United-States, <=50K -58, Private,100313, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,1902,40, United-States, >50K -23, Private,320294, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -53, Private,162381, 1st-4th,2, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -35, Private,183898, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,2354,0,40, United-States, <=50K -41, Self-emp-inc,32016, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,62, United-States, <=50K -31, Private,117028, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -50, Private,280278, HS-grad,9, Widowed, Prof-specialty, Unmarried, Black, Female,0,0,40, United-States, <=50K -57, Private,342906, 9th,5, Married-civ-spouse, Sales, Husband, Black, Male,0,0,55, United-States, >50K -25, Private,181598, 11th,7, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,224059, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -48, Private,148549, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -34, Private,97355, Some-college,10, Divorced, Sales, Not-in-family, White, Female,0,0,60, United-States, <=50K -37, Private,154571, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,0,40,, <=50K -43, Self-emp-inc,140988, Bachelors,13, Married-civ-spouse, Sales, Other-relative, Asian-Pac-Islander, Male,0,0,45, India, <=50K -20, Private,148409, Some-college,10, Never-married, Sales, Other-relative, White, Male,1055,0,20, United-States, <=50K -40, Local-gov,150755, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,75, United-States, >50K -27, Private,87006, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,1579,40, United-States, <=50K -35, Private,112158, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,121488, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -57, State-gov,283635, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Female,0,0,40, United-States, <=50K -43, Private,69758, Assoc-acdm,12, Married-civ-spouse, Tech-support, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -40, Private,199900, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1848,55, United-States, >50K -54, Private,88019, Some-college,10, Divorced, Transport-moving, Not-in-family, White, Male,0,0,55, United-States, <=50K -28, Private,31935, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -32, Private,323055, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -49, Private,189498, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -52, Private,89041, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,112507, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -19, Private,236940, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -33, Private,278514, HS-grad,9, Divorced, Craft-repair, Own-child, White, Female,0,0,42, United-States, <=50K -21,,433330, Some-college,10, Never-married,, Unmarried, White, Male,0,0,40, United-States, <=50K -25, Private,258379, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,32, United-States, <=50K -44, Private,162028, 11th,7, Divorced, Sales, Unmarried, White, Female,0,0,44, United-States, <=50K -20, Private,197997, Some-college,10, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -46, Private,98350, 10th,6, Married-spouse-absent, Other-service, Not-in-family, Asian-Pac-Islander, Male,0,0,37, China, <=50K -39, Private,165848, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -34, Private,178615, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -19, Private,228939, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,35, United-States, <=50K -27, Private,210498, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,5178,0,40, United-States, >50K -53, Private,154891, 9th,5, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -46, Private,165937, Assoc-voc,11, Divorced, Machine-op-inspct, Unmarried, White, Male,0,0,40, United-States, <=50K -23,,138768, Bachelors,13, Never-married,, Own-child, White, Male,2907,0,40, United-States, <=50K -39, Private,160120, Some-college,10, Never-married, Machine-op-inspct, Other-relative, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -30, Private,382368, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -53, Private,123011, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -33, Private,119033, 9th,5, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,496856, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, <=50K -44, Private,194049, Some-college,10, Divorced, Other-service, Unmarried, Black, Female,0,0,35, United-States, <=50K -30, Private,299223, Some-college,10, Divorced, Sales, Unmarried, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -66, Private,174788, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,20, United-States, <=50K -39, Private,176101, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,38948, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -34, Private,271933, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Wife, White, Female,0,0,40, United-States, <=50K -17, Private,122041, 11th,7, Never-married, Craft-repair, Own-child, White, Male,0,0,20, United-States, <=50K -43, Private,115932, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,60, United-States, >50K -46, Private,265105, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -17, Private,100828, 11th,7, Never-married, Other-service, Not-in-family, White, Male,0,0,20, United-States, <=50K -60, Private,121319, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,3137,0,40, Poland, <=50K -63, Private,308028, Masters,14, Married-civ-spouse, Tech-support, Husband, White, Male,5013,0,40, United-States, <=50K -42, Private,213214, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,348618, 9th,5, Married-civ-spouse, Craft-repair, Husband, Other, Male,0,0,40, Mexico, <=50K -33, Private,275632, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -43, Private,239161, Some-college,10, Married-civ-spouse, Sales, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -20, Private,215495, 9th,5, Never-married, Exec-managerial, Other-relative, White, Female,0,0,40, Mexico, <=50K -30, Private,214063, Some-college,10, Never-married, Farming-fishing, Other-relative, Black, Male,0,0,72, United-States, <=50K -37, Private,122493, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, <=50K -33,,211699, Some-college,10, Divorced,, Unmarried, White, Female,0,0,40, United-States, <=50K -49, Self-emp-not-inc,175622, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -65, Private,153522, HS-grad,9, Widowed, Other-service, Unmarried, White, Female,0,0,17, United-States, <=50K -35, Private,258339, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, >50K -27, Private,119793, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,133503, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,1977,45, United-States, >50K -18, Private,162840, 12th,8, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -41, Local-gov,67671, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -38, Private,188888, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,1340,40, United-States, <=50K -45, Private,140644, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -18,,126154, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -33, Private,245659, Some-college,10, Separated, Other-service, Unmarried, White, Female,0,0,38, El-Salvador, <=50K -28, Private,129624, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40,, <=50K -47, Private,104068, HS-grad,9, Divorced, Prof-specialty, Unmarried, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -30, Private,337908, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Wife, Black, Female,0,0,20, United-States, <=50K -36, Private,161141, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,162228, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,30, United-States, <=50K -44, Private,116391, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -33, Private,314310, HS-grad,9, Married-spouse-absent, Sales, Not-in-family, White, Male,0,0,20, United-States, <=50K -61,,394534, HS-grad,9, Married-civ-spouse,, Husband, Black, Male,0,0,6, United-States, <=50K -29, Private,308136, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -45, Private,194698, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -18,,67793, HS-grad,9, Never-married,, Own-child, White, Female,0,0,60, United-States, <=50K -29, Local-gov,302422, Assoc-voc,11, Never-married, Protective-serv, Not-in-family, White, Male,0,1564,56, United-States, >50K -27, Private,289147, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -21, Private,229826, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,20, United-States, <=50K -22,,154235, Some-college,10, Married-civ-spouse,, Wife, White, Female,3781,0,35, United-States, <=50K -49, Self-emp-inc,246739, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -35, Private,188041, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -47, Private,187440, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,5178,0,40, United-States, >50K -37, Local-gov,105266, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,249208, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,48, United-States, >50K -26, Private,203492, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -18,,71076, HS-grad,9, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -55, Federal-gov,146477, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -47, Private,201699, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,5178,0,50, United-States, >50K -59, Private,205949, HS-grad,9, Separated, Craft-repair, Unmarried, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -70, Private,90245, HS-grad,9, Widowed, Adm-clerical, Unmarried, White, Female,0,0,5, United-States, <=50K -53, Federal-gov,177647, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, France, >50K -39, Private,126494, HS-grad,9, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -38, Private,257735, 9th,5, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,1161363, Some-college,10, Separated, Tech-support, Unmarried, White, Female,0,0,50, Columbia, <=50K -19,,257343, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -28, Private,221452, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -74, Private,260669, 10th,6, Divorced, Other-service, Not-in-family, White, Female,0,0,1, United-States, <=50K -40, Private,192344, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -35, Private,80479, Assoc-voc,11, Divorced, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Self-emp-not-inc,108808, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -41, Private,175674, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -38, Private,272950, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -29, Self-emp-not-inc,160786, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, >50K -46, Self-emp-not-inc,122206, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -46, Private,121168, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Female,0,0,40, United-States, <=50K -40, Private,209547, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -29, Federal-gov,244473, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,40, United-States, >50K -39, Private,176296, Assoc-acdm,12, Married-civ-spouse, Protective-serv, Husband, Black, Male,0,0,60, United-States, <=50K -31, Private,91666, HS-grad,9, Never-married, Exec-managerial, Own-child, White, Male,0,0,60, United-States, <=50K -50, Local-gov,191025, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Female,4650,0,70, United-States, <=50K -31, State-gov,63704, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -27, Private,31659, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -27, Private,191230, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, Black, Male,0,0,25, United-States, <=50K -28, Private,56340, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,20, United-States, <=50K -21, Private,221157, HS-grad,9, Never-married, Other-service, Own-child, Black, Female,0,0,30, United-States, <=50K -57, Local-gov,143910, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -56, Local-gov,435836, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -22,,61499, HS-grad,9, Never-married,, Not-in-family, White, Female,0,0,40, United-States, <=50K -48, Private,209182, Preschool,1, Separated, Other-service, Unmarried, White, Female,0,0,40, El-Salvador, <=50K -36, Self-emp-inc,107218, Some-college,10, Divorced, Sales, Unmarried, Asian-Pac-Islander, Male,0,0,55, United-States, <=50K -51, Private,55500, 12th,8, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -39, Local-gov,357962, Assoc-acdm,12, Never-married, Transport-moving, Not-in-family, White, Male,0,0,48, United-States, <=50K -43, Private,200355, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,70, United-States, >50K -38, Private,320451, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,40,, <=50K -51, Local-gov,184542, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -43, State-gov,206927, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -44, Private,54310, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,7298,0,40, United-States, >50K -35, Private,208165, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,50, United-States, <=50K -40, Private,146908, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,40, United-States, >50K -39, Private,318416, 10th,6, Separated, Other-service, Own-child, Black, Female,0,0,12, United-States, <=50K -47, Self-emp-inc,207540, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40,, <=50K -23, Private,69911, Preschool,1, Never-married, Other-service, Own-child, White, Female,0,0,15, United-States, <=50K -26, Private,305304, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -25, Local-gov,295289, HS-grad,9, Never-married, Prof-specialty, Own-child, Black, Female,0,0,40, United-States, <=50K -29, Private,275110, Some-college,10, Separated, Handlers-cleaners, Not-in-family, Black, Male,0,0,42, United-States, <=50K -30, Private,339773, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,45, United-States, <=50K -57, State-gov,399246, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, Asian-Pac-Islander, Male,0,1485,40, China, <=50K -37, Self-emp-inc,51264, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -39, Private,49020, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,3103,0,48, United-States, >50K -37, Private,178100, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, >50K -45,,215943, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,176178, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,16, United-States, <=50K -25, State-gov,180884, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, Black, Female,0,0,40, United-States, <=50K -61, State-gov,130466, HS-grad,9, Widowed, Adm-clerical, Unmarried, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -59, Private,328525, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,2414,0,15, United-States, <=50K -28, Private,142712, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -24, Private,176321, Some-college,10, Never-married, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -47, Private,145041, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Cuba, >50K -29, Private,95423, HS-grad,9, Married-AF-spouse, Transport-moving, Husband, White, Male,0,0,80, United-States, <=50K -49, Self-emp-not-inc,215096, 9th,5, Divorced, Other-service, Not-in-family, White, Female,0,0,20, United-States, <=50K -41, Local-gov,177599, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,0,35, United-States, <=50K -33, Private,123920, Some-college,10, Never-married, Exec-managerial, Not-in-family, Black, Female,0,0,40, United-States, <=50K -20,,201490, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -40, Private,46990, Doctorate,16, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,1977,20, United-States, >50K -32, Private,388672, Some-college,10, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,16, United-States, <=50K -48, Private,149210, Bachelors,13, Divorced, Sales, Not-in-family, Black, Male,0,0,40, United-States, >50K -24, Private,134787, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -50, Private,185407, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,38, United-States, >50K -31, State-gov,86143, HS-grad,9, Never-married, Protective-serv, Other-relative, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -23, Private,41721, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, >50K -35, Private,195744, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -50, Local-gov,96062, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,215150, 9th,5, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,50, United-States, <=50K -52, Private,270728, 7th-8th,4, Married-civ-spouse, Other-service, Husband, White, Male,0,0,48, Cuba, <=50K -44, Private,75012, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,80, United-States, <=50K -43, Private,206139, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -39, Private,50700, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,224258, 7th-8th,4, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,40, Mexico, >50K -31, Private,240441, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Male,0,1564,40, United-States, >50K -40, Self-emp-not-inc,406811, Some-college,10, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -28, Local-gov,34452, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -19, Private,361341, 12th,8, Never-married, Prof-specialty, Not-in-family, Asian-Pac-Islander, Female,0,0,25, Thailand, <=50K -35, Private,78247, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -44, Private,106900, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -40, Self-emp-not-inc,165108, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, England, <=50K -20, Private,406641, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,35, United-States, <=50K -55, Private,171467, HS-grad,9, Divorced, Craft-repair, Unmarried, Black, Male,0,0,48, United-States, >50K -30, Private,341187, 7th-8th,4, Separated, Transport-moving, Not-in-family, White, Male,0,0,35, United-States, <=50K -38, Private,119177, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, >50K -75, Private,104896, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,2653,0,20, United-States, <=50K -17, Private,342752, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,15, United-States, <=50K -79,,76641, Masters,14, Married-civ-spouse,, Husband, White, Male,20051,0,40, Poland, >50K -20, Private,47541, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,30, United-States, <=50K -25, Private,233461, Assoc-acdm,12, Never-married, Tech-support, Not-in-family, White, Male,0,0,30, United-States, <=50K -27, Private,303954, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -19, Private,163015, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -21, Private,75763, Some-college,10, Married-civ-spouse, Sales, Wife, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -19, Private,43003, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -42, Private,328239, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -28, Private,130856, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,36, United-States, <=50K -47, Self-emp-not-inc,190072, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Iran, >50K -59, Private,170148, Some-college,10, Divorced, Other-service, Unmarried, White, Female,0,0,32, United-States, <=50K -50, Private,104501, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -48, Self-emp-inc,213140, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,80, United-States, <=50K -33, Local-gov,175509, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,173611, Assoc-acdm,12, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -45, Private,148995, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Male,99999,0,30, United-States, >50K -24, Private,64520, 7th-8th,4, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -31, Private,139822, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -24, Private,258700, 5th-6th,3, Never-married, Farming-fishing, Other-relative, Black, Male,0,0,40, Mexico, <=50K -29, Private,34796, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -24, Private,124963, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,30, United-States, <=50K -24, Private,65743, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,30, United-States, <=50K -28, Private,161087, Some-college,10, Never-married, Exec-managerial, Not-in-family, Black, Female,0,0,45, Jamaica, <=50K -63,,424591, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -36, Federal-gov,203836, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,50, United-States, <=50K -58, State-gov,110199, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,316059, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,36, United-States, <=50K -42, Private,255667, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -39, Private,193689, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,60722, Bachelors,13, Never-married, Prof-specialty, Own-child, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -39, Private,187847, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -28, Private,233275, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,45, United-States, <=50K -51, Private,215404, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Amer-Indian-Eskimo, Male,15024,0,40, United-States, >50K -45, Private,201865, Bachelors,13, Married-spouse-absent, Exec-managerial, Unmarried, White, Male,0,0,40, United-States, <=50K -45, Private,118889, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -23, State-gov,368739, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Private,123833, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,1408,40, United-States, <=50K -38, Private,171344, 11th,7, Married-spouse-absent, Transport-moving, Own-child, White, Male,0,0,36, Mexico, <=50K -39, Private,153976, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -52, Private,374883, Assoc-voc,11, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,50, United-States, <=50K -17, Private,167658, 12th,8, Never-married, Sales, Own-child, White, Female,0,0,6, United-States, <=50K -31, Private,348504, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -22, Private,258509, HS-grad,9, Never-married, Transport-moving, Own-child, Black, Male,0,0,24, United-States, <=50K -47, State-gov,108890, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,1831,0,38, United-States, <=50K -28, Private,188236, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -30,,355571, HS-grad,9, Never-married,, Unmarried, Black, Female,0,0,40, United-States, <=50K -41, Private,425049, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, >50K -29, Private,142555, Masters,14, Never-married, Prof-specialty, Not-in-family, Black, Male,0,0,42, United-States, <=50K -42, Self-emp-not-inc,29320, Prof-school,15, Divorced, Prof-specialty, Unmarried, White, Male,0,0,60, United-States, >50K -52, Federal-gov,207841, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,187329, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -28, Private,270973, Assoc-acdm,12, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -46, Private,197332, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,46, United-States, >50K -21,,175166, Some-college,10, Never-married,, Own-child, White, Female,2176,0,40, United-States, <=50K -45, Local-gov,160187, HS-grad,9, Married-spouse-absent, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -21, Private,197918, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -74, Private,192290, 10th,6, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,20, United-States, <=50K -29, Private,241895, HS-grad,9, Married-civ-spouse, Transport-moving, Other-relative, White, Male,0,0,40, United-States, <=50K -39, Local-gov,164515, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -44, Private,147206, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,7688,0,45, United-States, >50K -23, Self-emp-inc,306868, Bachelors,13, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K -32, Local-gov,169837, Assoc-acdm,12, Divorced, Exec-managerial, Not-in-family, Black, Female,0,0,40, United-States, <=50K -61,,124648, 10th,6, Divorced,, Not-in-family, White, Female,0,0,40, United-States, <=50K -43, Private,185057, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,30, United-States, >50K -23, Private,240049, Preschool,1, Never-married, Other-service, Not-in-family, Asian-Pac-Islander, Female,0,0,40, Laos, <=50K -18, Private,164441, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,38, United-States, <=50K -38, Private,179314, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,319854, Bachelors,13, Separated, Prof-specialty, Not-in-family, White, Male,4650,0,35, United-States, <=50K -19, Self-emp-inc,148955, Some-college,10, Never-married, Other-service, Own-child, Asian-Pac-Islander, Female,0,0,35, South, <=50K -23, Private,32950, Some-college,10, Never-married, Transport-moving, Not-in-family, White, Male,4101,0,40, United-States, <=50K -37, Private,206699, HS-grad,9, Divorced, Tech-support, Own-child, White, Male,0,0,45, United-States, <=50K -25, Private,385646, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -36, Private,31438, HS-grad,9, Divorced, Transport-moving, Unmarried, White, Male,0,0,43,, <=50K -45, Private,168598, 12th,8, Married-civ-spouse, Adm-clerical, Wife, Black, Female,3103,0,40, United-States, >50K -32, Private,97306, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,48, United-States, <=50K -65,,106910, 11th,7, Divorced,, Not-in-family, Asian-Pac-Islander, Female,0,0,15, United-States, <=50K -18, Self-emp-not-inc,29582, 11th,7, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -25, Private,220284, HS-grad,9, Never-married, Transport-moving, Unmarried, White, Male,0,0,40, Mexico, <=50K -29, Private,110226, Masters,14, Never-married, Sales, Not-in-family, White, Male,0,0,65,, <=50K -53, Private,240914, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,115496, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -27, Private,105817, Bachelors,13, Never-married, Craft-repair, Not-in-family, White, Male,0,0,45, United-States, <=50K -24, State-gov,330836, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -54, Self-emp-not-inc,36327, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, <=50K -23, Private,33423, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,30, United-States, <=50K -45, Private,75673, Assoc-voc,11, Widowed, Adm-clerical, Not-in-family, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -36, Private,185744, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,35, United-States, >50K -36, Private,186035, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,5178,0,40, United-States, >50K -44, Local-gov,196456, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,1669,40, United-States, <=50K -24, Private,111450, HS-grad,9, Never-married, Transport-moving, Unmarried, Black, Male,0,0,40, United-States, <=50K -39, Private,115289, Some-college,10, Divorced, Sales, Own-child, White, Male,0,1380,70, United-States, <=50K -50, Private,74879, HS-grad,9, Married-spouse-absent, Handlers-cleaners, Unmarried, White, Female,0,0,40, United-States, <=50K -38, Private,117312, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,15024,0,40, United-States, >50K -58, Private,272902, Bachelors,13, Widowed, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -44, Self-emp-inc,220230, HS-grad,9, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,48, United-States, <=50K -24, Private,90934, Bachelors,13, Never-married, Sales, Own-child, Asian-Pac-Islander, Male,0,0,55, United-States, <=50K -52, Self-emp-inc,234286, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,40, United-States, >50K -46, Private,364548, Bachelors,13, Divorced, Sales, Not-in-family, White, Male,8614,0,40, United-States, >50K -50, Self-emp-inc,283676, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,60, United-States, >50K -34, Private,195602, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,44, United-States, <=50K -40, Private,70761, Assoc-acdm,12, Never-married, Tech-support, Not-in-family, Black, Male,0,0,40, United-States, <=50K -53, Private,142717, Bachelors,13, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -24, Private,124242, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -58,,53481, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,70, United-States, <=50K -26, Private,287797, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -22, Private,188274, Assoc-acdm,12, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -36, Private,171968, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -78,,74795, Assoc-acdm,12, Widowed,, Not-in-family, White, Female,0,0,4, United-States, <=50K -36, Private,218490, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, Germany, >50K -43, Local-gov,94937, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,28, United-States, <=50K -60, Private,109511, 7th-8th,4, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -49, Local-gov,269527, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,7298,0,40, United-States, >50K -50, Self-emp-inc,201689, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1977,63,, >50K -34, Self-emp-not-inc,120672, 7th-8th,4, Never-married, Handlers-cleaners, Unmarried, Black, Male,0,0,10, United-States, <=50K -46, Private,130779, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -46, Local-gov,441542, Bachelors,13, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, <=50K -69, Private,114801, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,20, United-States, <=50K -32, Private,180284, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -40, Local-gov,27444, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, >50K -61, Private,180382, 5th-6th,3, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,3411,0,45, United-States, <=50K -56, Private,143266, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -47, Private,139268, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,126208, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, <=50K -37, Private,186191, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,46, United-States, <=50K -51, Private,197163, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Female,0,2559,50, United-States, >50K -44, State-gov,193524, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,40, United-States, >50K -33, Private,181388, HS-grad,9, Separated, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -51, Self-emp-not-inc,124963, Prof-school,15, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,80, United-States, >50K -24, Private,188925, Assoc-voc,11, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -37, Self-emp-not-inc,149230, Assoc-voc,11, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -40, Private,388725, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -34, Private,113543, Masters,14, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -61,,187636, Bachelors,13, Divorced,, Unmarried, White, Female,0,0,40, United-States, <=50K -56, Self-emp-inc,267763, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40,, <=50K -69, Federal-gov,143849, 11th,7, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,20, United-States, <=50K -41, Self-emp-not-inc,97277, Assoc-voc,11, Divorced, Other-service, Unmarried, White, Female,0,0,10, United-States, <=50K -40, Private,199303, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -57, Private,124852, Some-college,10, Never-married, Handlers-cleaners, Own-child, Black, Male,0,0,40, United-States, <=50K -26, Private,50053, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, <=50K -53, Private,97005, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,46, United-States, >50K -90,,175444, 7th-8th,4, Separated,, Not-in-family, White, Female,0,0,15, United-States, <=50K -39, Private,337898, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,55, United-States, <=50K -51, Federal-gov,124076, Bachelors,13, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -56, Federal-gov,277420, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, Puerto-Rico, >50K -51, Private,280278, 10th,6, Separated, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -17, Private,241185, 12th,8, Never-married, Prof-specialty, Own-child, White, Male,0,0,20, United-States, <=50K -42, Private,202188, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,1741,50, United-States, <=50K -42, Private,198422, Some-college,10, Divorced, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -29, Private,82242, Prof-school,15, Never-married, Prof-specialty, Unmarried, White, Male,27828,0,45, Germany, >50K -33, Private,178429, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -47, Private,185866, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60,, >50K -43, Private,212847, Some-college,10, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -64, Self-emp-not-inc,219661, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,9, United-States, >50K -40, Private,321856, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,60, United-States, >50K -21, Private,313873, 5th-6th,3, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, Mexico, <=50K -31, Private,144064, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -60, Private,139586, Assoc-voc,11, Widowed, Exec-managerial, Unmarried, Asian-Pac-Islander, Female,0,0,40, United-States, >50K -32, Private,419691, 12th,8, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -66,,212759, Bachelors,13, Married-civ-spouse,, Husband, White, Male,6767,0,20, United-States, <=50K -27, Private,195562, HS-grad,9, Never-married, Craft-repair, Own-child, Black, Male,0,0,20, United-States, <=50K -40, Private,205706, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, <=50K -27, Private,131310, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,40, United-States, >50K -18, Private,54440, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,30, United-States, <=50K -43, Private,200734, HS-grad,9, Separated, Other-service, Not-in-family, Black, Female,0,0,40, United-States, <=50K -52, Private,81859, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,48, United-States, >50K -31, Private,159589, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,85, United-States, <=50K -28, Private,300915, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -44, Private,185057, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,35, United-States, <=50K -37, Self-emp-not-inc,42044, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,84, United-States, <=50K -35, Private,166416, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -42, Private,212737, 9th,5, Separated, Craft-repair, Unmarried, Black, Male,0,0,40, United-States, <=50K -18, Private,236069, 10th,6, Never-married, Other-service, Own-child, Black, Male,0,0,10, United-States, <=50K -46, Self-emp-inc,216414, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,1977,60, United-States, >50K -54, Federal-gov,27432, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -54, Private,145419, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,1672,50, United-States, <=50K -56, Private,147202, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,45, Germany, <=50K -27, Private,29261, Some-college,10, Never-married, Sales, Unmarried, White, Male,0,0,50, United-States, <=50K -26, Private,359543, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, Mexico, <=50K -41, Local-gov,227644, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,90021, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40,, <=50K -32, Private,188154, Some-college,10, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -18, Private,110142, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,30, United-States, <=50K -36, Private,186415, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,65, United-States, <=50K -37, Private,175720, 10th,6, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -31, Private,172865, 5th-6th,3, Never-married, Farming-fishing, Own-child, White, Male,0,0,25, Mexico, <=50K -46, Private,35969, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,51, United-States, <=50K -24, Private,433330, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -25, Self-emp-inc,160261, Bachelors,13, Never-married, Exec-managerial, Own-child, Asian-Pac-Islander, Male,0,0,35, Taiwan, <=50K -55, Private,189528, 5th-6th,3, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -64, Local-gov,113324, HS-grad,9, Widowed, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Local-gov,118500, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -65, Private,89681, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,99, United-States, <=50K -46, Federal-gov,199925, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -45, Private,102308, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,60, United-States, >50K -18, Private,444607, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,25, United-States, <=50K -32, Private,176998, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -38,,94559, Bachelors,13, Married-civ-spouse,, Wife, Other, Female,7688,0,50,, >50K -34, State-gov,366198, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, Germany, >50K -35, Private,180686, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,3137,0,40, United-States, <=50K -26, Private,108019, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,3325,0,40, United-States, <=50K -24, Private,153542, Some-college,10, Never-married, Sales, Other-relative, White, Male,0,0,35, United-States, <=50K -45, Self-emp-not-inc,210364, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,15024,0,80, United-States, >50K -36, Private,185394, 10th,6, Never-married, Handlers-cleaners, Not-in-family, White, Female,0,0,34, United-States, <=50K -44, Private,222703, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Husband, Other, Male,0,0,40, Nicaragua, <=50K -23, Private,183945, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,60, United-States, <=50K -57, Private,161964, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, <=50K -41, Self-emp-not-inc,375574, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, Mexico, >50K -20, Local-gov,312427, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, Black, Male,0,0,30, Puerto-Rico, <=50K -32, Private,53373, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,36, United-States, <=50K -60, Private,166330, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,99999,0,40, United-States, >50K -38, Self-emp-inc,124665, Bachelors,13, Never-married, Craft-repair, Not-in-family, White, Female,0,0,20, United-States, <=50K -29, Private,146719, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Female,0,0,45, United-States, <=50K -22, Private,306593, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -21, Private,156687, Some-college,10, Never-married, Sales, Own-child, Asian-Pac-Islander, Male,0,0,30, India, <=50K -40, Local-gov,153489, HS-grad,9, Married-civ-spouse, Other-service, Other-relative, White, Male,3137,0,40, United-States, <=50K -59, Private,231377, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1848,45, United-States, >50K -45, State-gov,127089, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,45, United-States, <=50K -76, Local-gov,329355, HS-grad,9, Widowed, Other-service, Not-in-family, White, Female,0,0,13, United-States, <=50K -45, Private,178319, Bachelors,13, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -49, Local-gov,304246, Masters,14, Separated, Prof-specialty, Unmarried, White, Female,0,0,70, United-States, <=50K -36, Local-gov,174640, Assoc-voc,11, Never-married, Protective-serv, Not-in-family, Black, Female,0,0,60, United-States, >50K -22, Private,148294, 11th,7, Never-married, Craft-repair, Own-child, White, Male,0,0,35, United-States, <=50K -47, Private,298037, Assoc-voc,11, Divorced, Prof-specialty, Unmarried, White, Female,0,0,44, United-States, <=50K -26, Private,98155, HS-grad,9, Married-AF-spouse, Sales, Husband, White, Male,0,0,55, United-States, <=50K -21, Private,102766, Some-college,10, Divorced, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -27, Private,78529, HS-grad,9, Never-married, Transport-moving, Own-child, White, Female,0,0,15, United-States, <=50K -26, Private,136309, Bachelors,13, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -20, Private,275357, Assoc-voc,11, Never-married, Tech-support, Own-child, White, Female,0,0,25, United-States, <=50K -31, Self-emp-not-inc,33117, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,45, England, <=50K -57, Local-gov,199546, Masters,14, Divorced, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -39, Private,184128, 11th,7, Divorced, Sales, Other-relative, White, Female,0,0,40, United-States, <=50K -36, Private,337039, Assoc-acdm,12, Never-married, Tech-support, Not-in-family, Black, Male,14344,0,40, England, >50K -66, Private,126511, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -34, Local-gov,325792, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -80,,91901, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,25, United-States, <=50K -21, Private,119474, HS-grad,9, Never-married, Other-service, Other-relative, White, Female,0,0,40, United-States, <=50K -40, Private,153238, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,32, United-States, >50K -49, Local-gov,321851, Assoc-acdm,12, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,30, United-States, <=50K -48, Self-emp-not-inc,108557, Some-college,10, Divorced, Sales, Not-in-family, White, Female,3325,0,60, United-States, <=50K -19, State-gov,67217, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,594,0,24, United-States, <=50K -42, Private,195508, 11th,7, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, <=50K -59, Private,102193, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, <=50K -63, Private,20323, Some-college,10, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -26, Private,122206, HS-grad,9, Never-married, Craft-repair, Other-relative, White, Male,0,0,40, United-States, <=50K -41, Private,200652, 9th,5, Divorced, Other-service, Other-relative, White, Female,0,0,35, United-States, <=50K -42, Private,173590, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,1628,40, United-States, <=50K -19, Private,184121, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -45, Local-gov,53123, 11th,7, Married-civ-spouse, Other-service, Wife, White, Female,0,0,25, United-States, <=50K -47, Private,175990, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,30, United-States, >50K -47, Private,316101, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -34, Private,34080, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, England, <=50K -49, Self-emp-not-inc,219718, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,15024,0,40, United-States, >50K -36, Private,126954, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -53, Private,99185, HS-grad,9, Widowed, Craft-repair, Unmarried, White, Male,0,0,40, United-States, >50K -21,,40052, Some-college,10, Never-married,, Not-in-family, White, Male,0,2001,45, United-States, <=50K -39, Private,120074, HS-grad,9, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -52, Self-emp-not-inc,77336, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -18, Private,60981, Some-college,10, Never-married, Sales, Own-child, White, Female,2176,0,35, United-States, <=50K -59, Private,77884, Assoc-voc,11, Never-married, Craft-repair, Not-in-family, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -50, Private,65408, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -31, Private,173279, Bachelors,13, Married-civ-spouse, Tech-support, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, >50K -52,,318351, Some-college,10, Married-civ-spouse,, Wife, White, Female,0,0,40, United-States, >50K -41, Self-emp-not-inc,157686, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -45, Private,277434, Assoc-acdm,12, Widowed, Tech-support, Unmarried, White, Male,0,0,40, United-States, >50K -54, Local-gov,184620, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -22, Private,34443, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,25, United-States, <=50K -50, Private,268553, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,7298,0,40, United-States, >50K -20,,41356, Assoc-acdm,12, Never-married,, Not-in-family, White, Female,0,0,32, United-States, <=50K -43, Private,459342, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -48, Local-gov,148549, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,254293, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,2174,0,45, United-States, <=50K -54, Private,104501, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,15024,0,40, United-States, >50K -26, Private,238367, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -53, Private,180439, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -51, Self-emp-inc,100029, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,40, United-States, >50K -54, Private,215990, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1887,44, United-States, >50K -32, State-gov,111567, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,49, United-States, >50K -46, Private,319163, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -60,,160155, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,12, United-States, <=50K -52, Local-gov,378045, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,45, United-States, <=50K -44, Private,177083, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -56, Self-emp-inc,119891, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1672,40, United-States, <=50K -57, Private,127779, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,299353, HS-grad,9, Never-married, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -30, Private,63861, Assoc-acdm,12, Never-married, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -29, Private,112403, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,35, United-States, <=50K -49, Private,83610, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,66, United-States, >50K -28, Private,452808, 10th,6, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Private,176871, Some-college,10, Separated, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -45, Private,100651, HS-grad,9, Divorced, Other-service, Not-in-family, White, Male,0,1980,40, United-States, <=50K -17, Private,266134, 10th,6, Never-married, Other-service, Own-child, White, Male,0,0,12, United-States, <=50K -54, Local-gov,196307, 10th,6, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,87891, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -54, Private,182314, Doctorate,16, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,50, United-States, >50K -55,,136819, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,181666, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Own-child, White, Female,0,0,40,, <=50K -37, Private,179671, 9th,5, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,50, United-States, <=50K -34, Private,27494, HS-grad,9, Divorced, Craft-repair, Not-in-family, Amer-Indian-Eskimo, Male,0,0,48, United-States, >50K -38, Private,338320, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, Canada, <=50K -51, Private,199688, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -41, Private,96635, HS-grad,9, Never-married, Exec-managerial, Not-in-family, Asian-Pac-Islander, Male,0,0,60, United-States, <=50K -24, Private,165064, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -56, Self-emp-inc,109856, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,50, United-States, >50K -33, Private,82393, HS-grad,9, Never-married, Craft-repair, Own-child, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -31, Private,209538, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,209891, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, Black, Male,0,0,50, United-States, <=50K -32, Self-emp-not-inc,56026, Bachelors,13, Married-civ-spouse, Sales, Other-relative, White, Male,0,0,45, United-States, <=50K -35, Private,210844, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, Puerto-Rico, <=50K -43, Private,117158, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -40, Private,193144, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,36, United-States, <=50K -19, Self-emp-not-inc,137578, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,53, United-States, <=50K -23, Private,234108, Assoc-acdm,12, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,32, United-States, <=50K -40, Private,155767, HS-grad,9, Separated, Machine-op-inspct, Unmarried, White, Male,0,0,40, United-States, <=50K -59, Private,110820, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,38, United-States, >50K -43, Private,403276, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -43, Self-emp-not-inc,147269, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60,, <=50K -53, Private,123092, HS-grad,9, Widowed, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -26, Private,165673, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -68, Self-emp-inc,182131, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,10605,0,20, United-States, >50K -41, Private,204415, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,48, United-States, >50K -32, Self-emp-not-inc,92531, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -25, State-gov,157028, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -20, Private,228649, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -22, Private,147253, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,15, United-States, <=50K -33, Private,160784, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -26, Local-gov,163189, Some-college,10, Married-civ-spouse, Other-service, Other-relative, White, Male,0,0,40, United-States, <=50K -29, Private,146343, HS-grad,9, Never-married, Other-service, Unmarried, Black, Female,0,0,25, United-States, <=50K -20, Private,225811, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,23, United-States, <=50K -68, State-gov,202699, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,2377,42,, >50K -58, Private,374108, Some-college,10, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -32, Private,93930, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -23, Private,412248, Assoc-acdm,12, Never-married, Other-service, Not-in-family, White, Female,0,0,25, United-States, <=50K -30, Private,427474, 9th,5, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, Mexico, <=50K -67, State-gov,160158, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,8, United-States, <=50K -26, Private,159603, Assoc-acdm,12, Never-married, Adm-clerical, Unmarried, White, Female,0,0,32, United-States, <=50K -53, Self-emp-not-inc,101017, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,35, United-States, <=50K -27, Local-gov,163862, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -29, Without-pay,212588, Some-college,10, Married-civ-spouse, Farming-fishing, Own-child, White, Male,0,0,65, United-States, <=50K -38, State-gov,321943, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -17, Private,317702, 9th,5, Never-married, Other-service, Own-child, Black, Female,0,0,40, United-States, <=50K -48, Private,287480, Masters,14, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -52, Private,135607, Some-college,10, Widowed, Other-service, Unmarried, Black, Female,0,0,40,, <=50K -28, Private,168514, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, <=50K -18, Private,88642, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,15, United-States, <=50K -28, Private,227104, Some-college,10, Divorced, Sales, Not-in-family, White, Male,0,0,30, United-States, <=50K -34, Private,157289, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -62, Private,213321, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -46, Private,294907, 5th-6th,3, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Mexico, <=50K -30, Private,251411, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -20, Private,183594, Some-college,10, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -29, Private,189565, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Male,2174,0,50, United-States, <=50K -55, Private,217802, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,25, United-States, <=50K -20, Private,388156, Some-college,10, Never-married, Prof-specialty, Own-child, White, Male,0,0,24, United-States, <=50K -54, Private,447555, 10th,6, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, <=50K -27, Private,204098, 10th,6, Never-married, Craft-repair, Not-in-family, White, Male,0,0,30, United-States, <=50K -43, Private,193882, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,55, United-States, <=50K -17,,89870, 10th,6, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -48, State-gov,49595, Masters,14, Divorced, Protective-serv, Not-in-family, White, Male,0,0,72, United-States, <=50K -34, Private,228873, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -66,,108185, 9th,5, Married-civ-spouse,, Husband, Black, Male,0,0,40, United-States, <=50K -29, Private,176027, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -43,,405374, Some-college,10, Separated,, Not-in-family, Black, Male,0,0,40, United-States, <=50K -37, Private,39606, Assoc-voc,11, Divorced, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -56, Private,178353, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -58, Private,160662, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -54, Self-emp-inc,196328, Bachelors,13, Married-civ-spouse, Sales, Husband, Black, Male,0,0,40, Jamaica, <=50K -45, Private,20534, Some-college,10, Separated, Craft-repair, Not-in-family, White, Male,0,0,41, United-States, <=50K -29, Self-emp-inc,156815, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,360252, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -43, Private,245056, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,40, United-States, >50K -33, Local-gov,422718, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -45, Self-emp-not-inc,118081, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,3103,0,42, United-States, <=50K -25, Private,262978, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,30, United-States, <=50K -25, Private,187577, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -69,,259323, Prof-school,15, Divorced,, Not-in-family, White, Male,0,0,5, United-States, <=50K -37, Private,160920, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,194247, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,25, United-States, <=50K -39, Private,134367, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,1977,24, United-States, >50K -17, Private,123335, 10th,6, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -27, Local-gov,332249, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -26, Private,358124, HS-grad,9, Never-married, Other-service, Other-relative, Black, Female,0,0,40, United-States, <=50K -55, Private,208019, 5th-6th,3, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Mexico, <=50K -39, Private,318452, 11th,7, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -41, Private,207779, HS-grad,9, Separated, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -34, Private,238376, 1st-4th,2, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Mexico, <=50K -51, Private,673764, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -67, State-gov,239705, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,12,, <=50K -40, Private,133974, Some-college,10, Divorced, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -58, Private,138285, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1740,40, United-States, <=50K -23, Private,152140, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -45, Local-gov,287920, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -51, Private,289572, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,7688,0,50, United-States, >50K -43, State-gov,78765, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Male,0,0,40, United-States, <=50K -25, State-gov,99076, Bachelors,13, Never-married, Other-service, Not-in-family, White, Female,2597,0,50, United-States, <=50K -36, Self-emp-not-inc,224886, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,2407,0,40, United-States, <=50K -58, Private,206532, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -33, Private,129529, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -60, Local-gov,202473, Assoc-voc,11, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,162312, HS-grad,9, Never-married, Sales, Own-child, Asian-Pac-Islander, Male,0,0,40, South, <=50K -45, Private,72844, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,46, United-States, <=50K -49, Private,206947, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -19, Private,64112, 12th,8, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -34, State-gov,20057, Some-college,10, Married-spouse-absent, Adm-clerical, Unmarried, Asian-Pac-Islander, Female,0,0,38, Philippines, <=50K -42, State-gov,222884, Bachelors,13, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -25, Private,132683, HS-grad,9, Never-married, Priv-house-serv, Not-in-family, White, Female,0,0,50, United-States, <=50K -73,,177773, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,15, United-States, <=50K -59, Self-emp-not-inc,144071, 5th-6th,3, Married-civ-spouse, Other-service, Husband, White, Male,2580,0,15, El-Salvador, <=50K -28, Private,148429, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,2885,0,40, United-States, <=50K -19, Private,168601, 11th,7, Never-married, Other-service, Other-relative, White, Male,0,0,30, United-States, <=50K -31, State-gov,78291, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -58, Federal-gov,243929, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,48, United-States, <=50K -21, Private,215039, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,13,, <=50K -47, Self-emp-not-inc,185673, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -30, Private,121142, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, >50K -41, Private,173858, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,0,40, China, <=50K -59,,87247, 10th,6, Divorced,, Not-in-family, White, Female,0,0,40, England, <=50K -43, Private,334991, Some-college,10, Separated, Transport-moving, Unmarried, White, Male,4934,0,51, United-States, >50K -48, Private,93476, HS-grad,9, Separated, Adm-clerical, Not-in-family, White, Female,0,2001,40, United-States, <=50K -44, Private,174283, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -44, Private,128676, Some-college,10, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -24, Private,205844, Bachelors,13, Never-married, Exec-managerial, Own-child, Black, Female,0,0,40, United-States, <=50K -28, Private,62535, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,43, United-States, <=50K -50, Private,240612, HS-grad,9, Married-spouse-absent, Exec-managerial, Unmarried, White, Female,0,0,10, United-States, <=50K -33, Private,176992, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -23, Local-gov,254127, Bachelors,13, Never-married, Prof-specialty, Other-relative, White, Female,0,0,50, United-States, <=50K -30,,138744, HS-grad,9, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -46, Private,128460, 10th,6, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -21, State-gov,56582, Some-college,10, Never-married, Tech-support, Own-child, White, Male,0,0,10, United-States, <=50K -52, Private,153751, 9th,5, Separated, Other-service, Not-in-family, Black, Female,0,0,30, United-States, <=50K -26, Private,284343, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -27, State-gov,312692, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Male,0,0,12, United-States, <=50K -28, Private,111520, 11th,7, Never-married, Machine-op-inspct, Unmarried, White, Female,0,0,40, Nicaragua, <=50K -50, Self-emp-inc,304955, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -28, Private,288598, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, <=50K -61, Self-emp-not-inc,117387, 11th,7, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,20, United-States, <=50K -32, Private,230484, 7th-8th,4, Separated, Sales, Unmarried, White, Female,0,0,35, United-States, <=50K -30, Federal-gov,319280, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -51, Local-gov,186416, Bachelors,13, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -40, Local-gov,147372, Some-college,10, Never-married, Protective-serv, Not-in-family, White, Male,0,2444,40, United-States, >50K -36, Private,145933, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Male,0,2258,70, United-States, <=50K -28, Private,110164, Some-college,10, Divorced, Other-service, Other-relative, Black, Male,0,0,24, United-States, <=50K -49, Private,225454, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -61, Self-emp-not-inc,220342, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,30, United-States, <=50K -41, Self-emp-not-inc,144002, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -55, Private,225365, HS-grad,9, Widowed, Other-service, Unmarried, White, Female,0,0,30, United-States, <=50K -36, Private,187983, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, <=50K -21, Private,89991, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -57, Self-emp-not-inc,225913, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, >50K -49, Self-emp-inc,229737, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,37, United-States, >50K -59, Private,145574, 11th,7, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,274363, Some-college,10, Separated, Sales, Not-in-family, White, Male,0,0,80, United-States, >50K -59, Private,365390, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,266467, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,25, United-States, <=50K -42, Private,183384, Some-college,10, Divorced, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -41, Local-gov,112797, Masters,14, Divorced, Prof-specialty, Unmarried, White, Female,0,0,60, United-States, <=50K -45, Federal-gov,76008, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -36, Private,156780, HS-grad,9, Never-married, Sales, Other-relative, Asian-Pac-Islander, Female,0,0,40,, <=50K -42, Local-gov,186909, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,45, United-States, >50K -25, Private,25497, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -45, Private,102771, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1887,40, United-States, >50K -58, Self-emp-not-inc,248841, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,15024,0,40, United-States, >50K -39, Private,30916, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,123270, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -22, Self-emp-not-inc,210165, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -44, Private,222596, HS-grad,9, Divorced, Tech-support, Not-in-family, White, Male,0,0,50, United-States, >50K -53, Self-emp-inc,188067, Some-college,10, Widowed, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -22, Private,119592, Assoc-acdm,12, Never-married, Handlers-cleaners, Not-in-family, Black, Male,0,2824,40,, >50K -27, Private,250314, 9th,5, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, Guatemala, <=50K -60, Private,205934, HS-grad,9, Separated, Other-service, Not-in-family, White, Female,0,0,25, United-States, <=50K -46, Private,186172, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,3103,0,40, United-States, >50K -56, Self-emp-inc,98418, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,40, United-States, >50K -36, Private,329980, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,27828,0,40, United-States, >50K -56, Private,147653, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,32, United-States, <=50K -35,,195946, Some-college,10, Married-civ-spouse,, Husband, Asian-Pac-Islander, Male,0,0,40, Philippines, >50K -29, Self-emp-inc,168221, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1740,70, United-States, <=50K -19, Private,151801, 10th,6, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,39, United-States, <=50K -38, Private,177154, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -40, Federal-gov,73883, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -52, Private,175714, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -22, Private,43535, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, <=50K -32, State-gov,104509, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,25, United-States, <=50K -27, Private,118230, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -25, Private,152046, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, Guatemala, <=50K -36, Private,52327, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Other, Male,0,0,40, Iran, >50K -22, Private,218886, 12th,8, Never-married, Handlers-cleaners, Own-child, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -32, Self-emp-not-inc,84119, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -37, Private,189674, Bachelors,13, Separated, Exec-managerial, Unmarried, Black, Female,0,0,40, United-States, <=50K -22, Private,222993, HS-grad,9, Never-married, Prof-specialty, Own-child, White, Male,0,0,54, United-States, <=50K -29, Private,47429, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -42, Private,144995, Preschool,1, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,25, United-States, <=50K -45, Private,187969, Assoc-voc,11, Never-married, Sales, Not-in-family, White, Female,0,0,38, United-States, <=50K -33, Private,288398, Bachelors,13, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,45, United-States, <=50K -39, Private,114591, Some-college,10, Separated, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -27, Private,167737, 12th,8, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,45, United-States, <=50K -53, Local-gov,248834, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,50, United-States, >50K -30, Private,165686, Bachelors,13, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -52, Self-emp-not-inc,40200, Some-college,10, Widowed, Craft-repair, Not-in-family, Black, Male,0,0,35, United-States, <=50K -43, Self-emp-inc,117158, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,15024,0,60, United-States, >50K -47, Local-gov,216657, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,35, United-States, >50K -61, Private,124242, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, Black, Male,0,0,40, India, <=50K -39, Local-gov,239119, Masters,14, Divorced, Prof-specialty, Not-in-family, Black, Male,0,0,40, Dominican-Republic, <=50K -47, Private,190072, Some-college,10, Divorced, Sales, Unmarried, White, Male,0,0,50, United-States, <=50K -19, Private,378114, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,25, United-States, <=50K -37, Private,236990, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,3464,0,40, United-States, <=50K -31, Private,101761, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,51, United-States, <=50K -69, Self-emp-not-inc,37745, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,0,8, United-States, <=50K -22,,424494, Some-college,10, Never-married,, Own-child, White, Male,0,0,25, United-States, <=50K -29, Private,130438, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,100605, Some-college,10, Never-married, Machine-op-inspct, Own-child, Other, Male,0,0,14, United-States, <=50K -42, Private,220776, HS-grad,9, Separated, Handlers-cleaners, Unmarried, White, Male,0,0,40, Poland, <=50K -30, Local-gov,154950, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,72, United-States, >50K -28, Private,192283, Masters,14, Married-spouse-absent, Sales, Not-in-family, White, Female,0,0,80, United-States, >50K -27, Private,210765, Assoc-voc,11, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -53, Private,147476, HS-grad,9, Divorced, Exec-managerial, Not-in-family, Black, Female,0,0,40, United-States, <=50K -35, State-gov,193241, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1651,40, United-States, <=50K -22, Private,109053, 12th,8, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,265618, HS-grad,9, Separated, Protective-serv, Own-child, Black, Male,0,0,40, United-States, <=50K -38, Local-gov,172855, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, Black, Female,0,1887,40, United-States, >50K -27, Private,68848, Bachelors,13, Never-married, Adm-clerical, Unmarried, White, Female,0,0,35, United-States, <=50K -30, Private,229051, 9th,5, Married-civ-spouse, Other-service, Husband, White, Male,0,0,37, United-States, <=50K -27, Private,106039, Bachelors,13, Divorced, Prof-specialty, Own-child, White, Female,0,0,50, United-States, <=50K -25, Private,112835, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -36,,205396, HS-grad,9, Widowed,, Not-in-family, White, Female,0,0,4, United-States, <=50K -32, Private,283400, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -70, Private,195739, 10th,6, Widowed, Craft-repair, Unmarried, White, Male,0,0,45, United-States, <=50K -50, Private,36480, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,303291, Some-college,10, Married-civ-spouse, Other-service, Wife, White, Female,0,0,35, United-States, <=50K -34, Private,293900, 11th,7, Married-spouse-absent, Craft-repair, Not-in-family, Black, Male,0,0,55, United-States, <=50K -57, Self-emp-not-inc,165922, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -39, Private,65738, Masters,14, Never-married, Other-service, Not-in-family, White, Female,0,0,32, United-States, <=50K -49, Private,175070, Some-college,10, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -43, Private,339814, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,5178,0,40, United-States, >50K -26, Private,150132, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,45, United-States, <=50K -31, Private,377374, Some-college,10, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,40, Japan, <=50K -60, Self-emp-not-inc,166153, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -46, Private,110171, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,50, United-States, >50K -26, Private,94477, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,7298,0,55, United-States, >50K -27, Private,194243, Prof-school,15, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -31, Private,106347, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, Black, Female,0,0,40, United-States, <=50K -59, Private,214865, HS-grad,9, Widowed, Exec-managerial, Unmarried, White, Female,0,0,50, United-States, <=50K -19,,185619, Some-college,10, Never-married,, Own-child, White, Female,0,0,20, United-States, <=50K -18, Private,96445, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,24, United-States, <=50K -22, Private,102632, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -24, Private,209034, Assoc-acdm,12, Married-civ-spouse, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -53, State-gov,153486, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -43, Private,144371, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,42, United-States, >50K -24, Private,186213, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,50, United-States, >50K -60, Private,188236, 10th,6, Widowed, Tech-support, Unmarried, White, Female,0,0,40, United-States, <=50K -24, Private,418405, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -52, Federal-gov,125796, HS-grad,9, Never-married, Adm-clerical, Not-in-family, Black, Male,0,0,40, United-States, <=50K -32, Private,183304, Assoc-voc,11, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,99, United-States, >50K -34, Private,329587, 10th,6, Separated, Other-service, Not-in-family, White, Female,0,0,35, United-States, <=50K -35, Local-gov,182570, Assoc-acdm,12, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -38, Private,446654, 9th,5, Married-spouse-absent, Handlers-cleaners, Not-in-family, White, Male,0,0,40, Mexico, <=50K -34, Self-emp-not-inc,254304, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,4508,0,90, United-States, <=50K -53, Local-gov,131258, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, >50K -23, Private,103632, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -40, Private,241895, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,244945, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -50, Private,20795, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, >50K -17, Private,347322, 10th,6, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -53, Local-gov,103995, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Female,0,1876,54, United-States, <=50K -32, Private,53206, Bachelors,13, Divorced, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, >50K -43,,387839, HS-grad,9, Never-married,, Other-relative, White, Female,0,0,40, United-States, <=50K -18, Private,57108, 11th,7, Never-married, Sales, Own-child, White, Male,0,0,16, United-States, <=50K -62, Private,177791, 10th,6, Divorced, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -45, Private,33794, Masters,14, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -46, Private,249935, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,70, United-States, <=50K -73, Self-emp-not-inc,241121, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -64, Private,98586, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -26, Private,181920, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,45, United-States, >50K -23, Private,434467, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,48, United-States, <=50K -30, Private,113364, HS-grad,9, Never-married, Machine-op-inspct, Other-relative, White, Male,0,0,40, Vietnam, <=50K -51, Private,249706, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -35, Self-emp-not-inc,95455, Bachelors,13, Divorced, Exec-managerial, Unmarried, White, Female,0,0,55, United-States, <=50K -39, Private,209867, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,13550,0,45, United-States, >50K -35, Self-emp-inc,79586, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,40, India, >50K -41, Private,289669, HS-grad,9, Widowed, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -31, Private,347166, Some-college,10, Divorced, Craft-repair, Own-child, White, Male,4650,0,40, United-States, <=50K -40, Private,53835, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -46, Local-gov,14878, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,40, Philippines, >50K -31, Private,266126, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -41, Self-emp-inc,146659, Some-college,10, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,40, Honduras, <=50K -42, Private,125280, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,3137,0,40, United-States, <=50K -23, Private,173535, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -21,,77665, Some-college,10, Never-married,, Own-child, White, Male,0,0,35, United-States, <=50K -49, Private,280525, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,45, United-States, >50K -53, Private,479621, Assoc-voc,11, Divorced, Tech-support, Not-in-family, Black, Male,0,0,40, United-States, <=50K -38, Local-gov,194630, Bachelors,13, Never-married, Protective-serv, Not-in-family, White, Female,4787,0,43, United-States, >50K -36, Private,247600, Assoc-acdm,12, Divorced, Exec-managerial, Unmarried, Asian-Pac-Islander, Female,0,0,40, Taiwan, <=50K -32, Private,258406, Some-college,10, Never-married, Craft-repair, Unmarried, White, Male,0,0,72, Mexico, <=50K -20, Private,107746, 11th,7, Never-married, Transport-moving, Other-relative, White, Male,0,0,40, Guatemala, <=50K -17,,47407, 11th,7, Never-married,, Own-child, White, Male,0,0,10, United-States, <=50K -22, Private,229987, Some-college,10, Never-married, Tech-support, Other-relative, Asian-Pac-Islander, Female,0,0,32, United-States, <=50K -25, Private,312338, Assoc-voc,11, Never-married, Craft-repair, Unmarried, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -58, Private,225394, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1902,40, United-States, <=50K -24, Private,373718, Some-college,10, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,20, United-States, <=50K -48, State-gov,120131, HS-grad,9, Divorced, Craft-repair, Own-child, White, Male,8614,0,40, United-States, >50K -20, Private,472789, 1st-4th,2, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,30, El-Salvador, <=50K -60, Self-emp-not-inc,27886, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -20, Private,138352, HS-grad,9, Never-married, Other-service, Other-relative, White, Male,0,0,30, United-States, <=50K -52, Private,123011, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -36, Private,306567, HS-grad,9, Married-civ-spouse, Transport-moving, Wife, White, Female,0,0,40, United-States, >50K -46, Local-gov,187749, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,40, Philippines, >50K -22, Private,260594, 11th,7, Never-married, Sales, Unmarried, White, Female,0,0,25, United-States, <=50K -19, Private,236879, Some-college,10, Never-married, Exec-managerial, Own-child, White, Female,0,0,35, United-States, <=50K -37, Private,186808, HS-grad,9, Never-married, Sales, Unmarried, White, Male,0,0,40, United-States, <=50K -30, Private,373213, Assoc-voc,11, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, >50K -44, Private,187629, Assoc-acdm,12, Never-married, Craft-repair, Not-in-family, White, Male,0,0,25, United-States, <=50K -63,,106648, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,25, United-States, <=50K -22, Private,305781, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,45, Canada, <=50K -31, Self-emp-inc,256362, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,3908,0,50, United-States, <=50K -17, Private,239947, 11th,7, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -21, Private,349041, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -67, Private,105252, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -46, Private,182715, 7th-8th,4, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -29, Private,166210, HS-grad,9, Divorced, Handlers-cleaners, Own-child, White, Male,0,0,50, United-States, <=50K -20, Private,113200, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Female,0,0,6, United-States, <=50K -27, Private,142075, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,24, United-States, <=50K -35, Private,454843, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -19, Private,142219, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,30, United-States, <=50K -36, Private,112512, 12th,8, Separated, Other-service, Unmarried, White, Female,0,0,40, Mexico, <=50K -43, Private,212894, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,50, United-States, >50K -62, State-gov,265201, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -28, Private,251905, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Male,0,2339,40, Canada, <=50K -18, Private,170627, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,15, United-States, <=50K -59, Private,354037, Prof-school,15, Married-civ-spouse, Transport-moving, Husband, Black, Male,15024,0,50, United-States, >50K -37, Private,259089, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -27, Private,21856, Some-college,10, Never-married, Craft-repair, Not-in-family, Black, Male,0,0,40, United-States, <=50K -46, Local-gov,207946, Masters,14, Divorced, Prof-specialty, Unmarried, White, Female,0,0,43, United-States, <=50K -29, Private,77009, 11th,7, Separated, Sales, Not-in-family, White, Female,0,2754,42, United-States, <=50K -33, Private,36539, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, >50K -62, Private,176811, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -46, Private,456062, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,2415,55, United-States, >50K -28, Private,277746, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,288132, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,35, United-States, <=50K -46, Federal-gov,344415, Masters,14, Married-civ-spouse, Armed-Forces, Husband, White, Male,0,1887,40, United-States, >50K -54, Self-emp-inc,206964, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,1977,40, United-States, >50K -34, Private,198091, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,72, United-States, <=50K -67,,150264, Doctorate,16, Married-civ-spouse,, Husband, White, Male,0,0,20, Canada, >50K -62, Private,588484, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,20, United-States, >50K -30, Private,113364, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, Poland, <=50K -19, Private,270551, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -49,,31478, 7th-8th,4, Married-civ-spouse,, Husband, White, Male,0,0,99, United-States, <=50K -27, Private,190525, Assoc-voc,11, Never-married, Machine-op-inspct, Unmarried, White, Male,0,0,45, United-States, <=50K -36, Private,153066, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -52, Private,150393, Bachelors,13, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -47, Private,99911, 12th,8, Married-spouse-absent, Exec-managerial, Not-in-family, White, Female,0,0,55, United-States, <=50K -57, Local-gov,343447, HS-grad,9, Divorced, Protective-serv, Not-in-family, White, Female,0,0,40, United-States, <=50K -64, Private,169482, Some-college,10, Married-spouse-absent, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -56,,32855, HS-grad,9, Divorced,, Not-in-family, White, Male,0,0,40, United-States, <=50K -53, Private,194501, 11th,7, Widowed, Other-service, Own-child, White, Female,0,0,47, United-States, <=50K -53, Private,177705, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,44, United-States, >50K -31, Private,123983, Some-college,10, Separated, Sales, Unmarried, Asian-Pac-Islander, Male,0,0,40, South, <=50K -41, Private,138975, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,45, United-States, >50K -45, Local-gov,235431, HS-grad,9, Separated, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -63,,83043, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,2179,45, United-States, <=50K -45, State-gov,130206, HS-grad,9, Divorced, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -23, Private,210053, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,28, United-States, <=50K -39, Local-gov,249392, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,72, United-States, <=50K -31, Private,87418, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -35, Self-emp-not-inc,190387, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,45, United-States, <=50K -54, Private,176240, Masters,14, Married-civ-spouse, Transport-moving, Husband, White, Male,7688,0,60, United-States, >50K -22,,211013, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, Mexico, <=50K -40, Local-gov,105862, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,5455,0,40, United-States, <=50K -55, Self-emp-not-inc,185195, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -31, Private,173495, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -58, Self-emp-inc,78634, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -31, Private,147284, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,99, United-States, >50K -46, Self-emp-not-inc,82572, HS-grad,9, Widowed, Other-service, Other-relative, White, Female,0,0,40, United-States, <=50K -38, Private,154641, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -22, Local-gov,39236, Some-college,10, Never-married, Prof-specialty, Own-child, White, Female,594,0,25, United-States, <=50K -17,,64785, 10th,6, Never-married,, Own-child, White, Male,0,0,30, United-States, <=50K -48, Self-emp-not-inc,179337, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, England, <=50K -73, Private,173047, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,15, United-States, <=50K -25, Private,264012, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,45, United-States, >50K -53, Federal-gov,227836, Some-college,10, Divorced, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K -46, Private,321327, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,7298,0,45, United-States, >50K -45, Self-emp-inc,108100, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, Asian-Pac-Islander, Female,99999,0,25,, >50K -37, Private,146398, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Black, Female,0,0,40, United-States, <=50K -30, Private,324120, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,50, United-States, <=50K -29, Private,367329, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -29, State-gov,301582, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -75,,222789, Bachelors,13, Widowed,, Not-in-family, White, Female,0,0,6, United-States, <=50K -58, Private,170108, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -42, Self-emp-not-inc,82297, 7th-8th,4, Married-civ-spouse, Other-service, Wife, Black, Female,0,0,50, United-States, <=50K -62, Local-gov,180162, 9th,5, Divorced, Protective-serv, Not-in-family, Black, Male,0,0,24, United-States, <=50K -45, Local-gov,348172, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, Asian-Pac-Islander, Male,7298,0,40, United-States, >50K -38, Private,809585, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -36, Self-emp-not-inc,67728, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -70,,163057, HS-grad,9, Widowed,, Not-in-family, White, Female,2009,0,40, United-States, <=50K -42, Self-emp-not-inc,102069, 7th-8th,4, Married-civ-spouse, Sales, Husband, White, Male,0,0,30, United-States, <=50K -47, Local-gov,149700, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,35, United-States, >50K -42, Self-emp-not-inc,109273, Some-college,10, Never-married, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -43, Private,393354, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, Black, Female,0,0,38, United-States, >50K -37, Private,226947, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -36, State-gov,86805, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,7298,0,39, United-States, >50K -27, Private,493689, Bachelors,13, Never-married, Tech-support, Not-in-family, Black, Female,0,0,40, France, <=50K -54, Private,299324, 5th-6th,3, Married-spouse-absent, Machine-op-inspct, Unmarried, White, Male,0,0,40, Mexico, <=50K -48, Self-emp-not-inc,353012, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1902,40, United-States, >50K -29, Private,174419, HS-grad,9, Never-married, Other-service, Unmarried, White, Female,0,0,30, United-States, <=50K -29, Private,209472, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,38, United-States, <=50K -37, Private,295127, Some-college,10, Divorced, Other-service, Not-in-family, White, Male,0,0,47, United-States, <=50K -55, Self-emp-inc,182273, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -67, Private,228200, HS-grad,9, Married-civ-spouse, Priv-house-serv, Wife, Black, Female,0,0,20, United-States, <=50K -51, Private,263836, HS-grad,9, Widowed, Handlers-cleaners, Not-in-family, White, Male,0,0,30, United-States, <=50K -35, Private,178948, Masters,14, Never-married, Prof-specialty, Unmarried, White, Female,0,0,32, United-States, <=50K -41, Private,43945, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40,, <=50K -64, Self-emp-not-inc,253296, HS-grad,9, Widowed, Other-service, Other-relative, White, Female,0,0,40, United-States, <=50K -23, Private,240137, 5th-6th,3, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,55, Mexico, <=50K -49, Private,24712, Bachelors,13, Never-married, Other-service, Not-in-family, Asian-Pac-Islander, Female,0,0,35, Philippines, <=50K -38, Self-emp-not-inc,342635, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,70, United-States, <=50K -62, Private,115387, HS-grad,9, Never-married, Handlers-cleaners, Other-relative, Black, Female,0,0,40, United-States, <=50K -62, Self-emp-not-inc,182998, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,10, United-States, <=50K -70,,133248, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,14, United-States, <=50K -45, Self-emp-not-inc,246891, Masters,14, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -20, Private,30035, Assoc-acdm,12, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -38, Private,175232, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,48, United-States, <=50K -50, Self-emp-inc,140516, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,64980, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,55, United-States, >50K -30, Private,155781, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,70, United-States, <=50K -52, Federal-gov,192065, Some-college,10, Separated, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -28, Self-emp-not-inc,227890, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Black, Male,0,0,50, United-States, >50K -62, Self-emp-not-inc,162249, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,30, United-States, <=50K -31, Private,165949, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -40, Private,445382, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -34, Private,211948, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,1590,40, United-States, <=50K -53, Private,163678, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -42, Private,89413, 12th,8, Never-married, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -26, Private,289700, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,25, United-States, <=50K -51, Private,163826, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -49, Private,185385, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -43, Private,169031, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,54611, Some-college,10, Divorced, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K -31, Private,130620, 11th,7, Married-spouse-absent, Sales, Own-child, Asian-Pac-Islander, Female,0,0,40, India, <=50K -26, Private,328663, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Other, Male,0,0,40, United-States, <=50K -50, Private,169646, Bachelors,13, Separated, Prof-specialty, Unmarried, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -35, Private,186815, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,103925, Some-college,10, Never-married, Tech-support, Other-relative, White, Female,0,0,40, United-States, <=50K -53,,150393, HS-grad,9, Never-married,, Not-in-family, White, Male,0,1504,35, United-States, <=50K -20, Private,82777, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,16, United-States, <=50K -31, Local-gov,178449, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -28, Private,51672, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,35, United-States, <=50K -46, Private,380162, HS-grad,9, Married-civ-spouse, Tech-support, Husband, Black, Male,0,0,40, United-States, >50K -21, Private,212114, Some-college,10, Never-married, Prof-specialty, Own-child, White, Female,0,0,8, United-States, <=50K -41, Self-emp-not-inc,100800, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,70, United-States, >50K -30, Private,162572, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,70, United-States, >50K -66, Self-emp-inc,179951, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,70, United-States, <=50K -37, Self-emp-inc,190759, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -74, State-gov,236012, 7th-8th,4, Widowed, Handlers-cleaners, Not-in-family, White, Female,0,0,20, United-States, <=50K -46, State-gov,164023, Some-college,10, Married-civ-spouse, Protective-serv, Husband, Black, Male,0,0,70, United-States, >50K -51, Private,172046, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,50, United-States, >50K -33, Private,182926, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,50, United-States, >50K -30, Private,151001, 5th-6th,3, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,3464,0,40, Mexico, <=50K -47, Self-emp-inc,362835, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -49, Private,97883, Bachelors,13, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -53, Private,91911, HS-grad,9, Divorced, Craft-repair, Unmarried, Black, Female,0,0,48, United-States, <=50K -24, Private,278130, Assoc-voc,11, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -54, Private,146310, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -32, Private,379412, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -45, Private,37987, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -46, Self-emp-inc,256909, HS-grad,9, Married-spouse-absent, Farming-fishing, Not-in-family, White, Male,3325,0,45, United-States, <=50K -37, State-gov,482927, Some-college,10, Divorced, Other-service, Not-in-family, White, Male,0,0,65, United-States, <=50K -48, State-gov,44434, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,61, United-States, >50K -25, Private,255474, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -28,,303674, HS-grad,9, Married-civ-spouse,, Wife, White, Female,3103,0,20, United-States, <=50K -44,,195488, 12th,8, Separated,, Not-in-family, White, Female,0,0,36, Puerto-Rico, <=50K -58,,114362, Some-college,10, Married-civ-spouse,, Husband, Black, Male,0,0,30, United-States, <=50K -27, Private,341504, Some-college,10, Never-married, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -69, Private,197080, HS-grad,9, Widowed, Adm-clerical, Unmarried, White, Male,0,0,8, United-States, <=50K -38, Private,102945, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,52, United-States, >50K -47, Private,503454, 12th,8, Never-married, Adm-clerical, Other-relative, Black, Female,0,0,40, United-States, <=50K -30, Self-emp-not-inc,87561, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,60, United-States, <=50K -46, Private,270693, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,3674,0,30, United-States, <=50K -27, Private,252813, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,45, United-States, <=50K -19, Private,574271, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,35, United-States, <=50K -18, Private,184016, HS-grad,9, Married-civ-spouse, Priv-house-serv, Not-in-family, White, Female,3103,0,40, United-States, <=50K -24, Private,235071, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -32, Private,158242, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Private,299810, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,0,0,40, United-States, <=50K -19, Private,277695, Preschool,1, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,36, Hong, <=50K -28, Private,23324, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -39, Local-gov,316582, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,55, United-States, <=50K -38, Self-emp-not-inc,176657, Some-college,10, Separated, Sales, Not-in-family, Asian-Pac-Islander, Male,0,0,60, Japan, <=50K -42, Private,93770, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,40, United-States, >50K -31, Private,124569, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -46, Private,117313, 9th,5, Separated, Machine-op-inspct, Not-in-family, White, Female,0,0,40, Ireland, <=50K -53, Private,53812, Some-college,10, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,54, United-States, <=50K -21, Private,170456, Assoc-acdm,12, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,15, United-States, <=50K -48, Self-emp-not-inc,115971, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -46, Private,31432, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,3103,0,52, United-States, >50K -30, Private,112383, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, <=50K -24, Private,283092, HS-grad,9, Never-married, Adm-clerical, Other-relative, Black, Male,0,0,40, Jamaica, <=50K -32, Private,27207, 10th,6, Never-married, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -30, Private,46712, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -57, State-gov,19520, Doctorate,16, Divorced, Prof-specialty, Unmarried, White, Female,0,0,50, United-States, <=50K -56, Private,98630, 7th-8th,4, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -27, Private,159897, HS-grad,9, Never-married, Exec-managerial, Not-in-family, Black, Female,0,0,37, United-States, <=50K -38, Private,136629, Bachelors,13, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Iran, <=50K -19, Private,407759, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -61, Self-emp-not-inc,221884, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,50, United-States, >50K -49, Private,148475, Assoc-voc,11, Divorced, Tech-support, Unmarried, White, Female,0,0,40, United-States, <=50K -28, Private,274964, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,38, United-States, <=50K -50, Self-emp-inc,160107, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, >50K -43, Private,167265, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,84, United-States, >50K -34, Private,148226, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, Black, Female,0,0,48, United-States, <=50K -28, Private,153869, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,208881, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -55, Private,256953, HS-grad,9, Widowed, Machine-op-inspct, Unmarried, Black, Female,0,0,44, United-States, <=50K -26, Private,100147, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,45, United-States, >50K -51, Local-gov,166461, Doctorate,16, Married-civ-spouse, Prof-specialty, Wife, Black, Female,0,0,40, United-States, >50K -35, Private,171327, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,297335, Assoc-acdm,12, Married-spouse-absent, Exec-managerial, Unmarried, Asian-Pac-Islander, Female,0,0,31, Laos, <=50K -63,,133166, Doctorate,16, Married-civ-spouse,, Husband, White, Male,0,0,12, United-States, <=50K -31, Private,169589, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,30, United-States, <=50K -22, Local-gov,273734, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Male,0,0,20, United-States, <=50K -67, Private,158301, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,60, United-States, <=50K -50,,257117, 9th,5, Married-civ-spouse,, Husband, White, Male,0,0,50, United-States, <=50K -63, Private,196725, HS-grad,9, Widowed, Other-service, Unmarried, White, Female,0,0,24, United-States, <=50K -31, Private,137444, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -17, Private,286960, 11th,7, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -41, Local-gov,201435, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, <=50K -53, Local-gov,216931, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,38, United-States, <=50K -44, Local-gov,212665, Some-college,10, Married-civ-spouse, Protective-serv, Husband, Black, Male,0,0,99, United-States, <=50K -24, Private,462820, Bachelors,13, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Private,198841, Assoc-voc,11, Divorced, Tech-support, Own-child, White, Male,0,0,35, United-States, <=50K -61, Private,219886, Some-college,10, Married-civ-spouse, Tech-support, Wife, White, Female,0,0,40, United-States, >50K -31, Private,163003, Assoc-acdm,12, Never-married, Prof-specialty, Other-relative, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -44, Private,112262, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,5178,0,40, United-States, >50K -56, Private,213105, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,36, United-States, >50K -66, Private,302072, Assoc-acdm,12, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -45, Private,338105, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,0,40, Vietnam, <=50K -69, Self-emp-not-inc,58213, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,20051,0,45, United-States, >50K -64, Private,125684, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,215419, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,36, United-States, >50K -43, Local-gov,413760, Some-college,10, Separated, Craft-repair, Not-in-family, Black, Male,0,0,40, United-States, <=50K -37, Private,205339, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,49, United-States, <=50K -19, Private,236570, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,16, United-States, <=50K -59, Self-emp-not-inc,247552, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -50, Federal-gov,184007, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,341187, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -56, Private,220187, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,45, United-States, >50K -28, Private,198258, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,175821, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,34, United-States, <=50K -42, Private,92288, Masters,14, Married-civ-spouse, Sales, Husband, Asian-Pac-Islander, Male,0,0,40,, <=50K -34, Private,261418, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -19, Private,203319, 11th,7, Never-married, Sales, Own-child, White, Male,0,0,30, United-States, <=50K -68, Self-emp-not-inc,166083, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -28, Private,109001, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,38, United-States, >50K -81,,106765, Some-college,10, Widowed,, Unmarried, White, Female,0,0,4, United-States, <=50K -22, Self-emp-not-inc,197387, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -58, Private,284834, Assoc-acdm,12, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -31, Private,87535, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,25, United-States, <=50K -17, Local-gov,175587, 11th,7, Never-married, Protective-serv, Own-child, White, Male,0,0,30, United-States, <=50K -25, Private,242700, Some-college,10, Never-married, Transport-moving, Not-in-family, White, Male,10520,0,50, United-States, >50K -23, Private,161478, Some-college,10, Never-married, Other-service, Own-child, Asian-Pac-Islander, Female,0,0,23, United-States, <=50K -25, Private,51498, 12th,8, Never-married, Other-service, Other-relative, White, Male,0,0,40, United-States, <=50K -47, Private,220124, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -39, Private,188503, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,60, United-States, >50K -44, Private,113324, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -46, Private,208872, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -38, Self-emp-not-inc,34180, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,35, United-States, <=50K -23, Private,292023, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,30, United-States, <=50K -34, Private,141118, Bachelors,13, Married-spouse-absent, Prof-specialty, Not-in-family, White, Female,0,0,35, United-States, <=50K -33, Private,348592, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, >50K -38, Private,185203, HS-grad,9, Widowed, Other-service, Unmarried, White, Female,0,0,20, United-States, <=50K -52, Self-emp-not-inc,165278, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -50, Private,116933, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,33, United-States, <=50K -38, Private,237608, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,2444,45, United-States, >50K -35, Private,84787, Bachelors,13, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -67, Self-emp-not-inc,217892, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,10605,0,35, United-States, >50K -60, Private,325971, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,7688,0,40, United-States, >50K -44, Private,206878, HS-grad,9, Never-married, Sales, Other-relative, White, Female,0,0,15, United-States, <=50K -38, Self-emp-not-inc,127772, HS-grad,9, Divorced, Farming-fishing, Own-child, White, Male,0,0,50, United-States, <=50K -29, Private,208577, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -65, Private,344152, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,5556,0,50, United-States, >50K -33, Private,40681, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -29,,95108, HS-grad,9, Never-married,, Not-in-family, White, Male,0,0,40, United-States, <=50K -18, Private,280603, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,30, United-States, <=50K -43, Private,188436, Prof-school,15, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -42, Private,134220, Assoc-voc,11, Divorced, Exec-managerial, Own-child, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -42, Private,177989, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,164190, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,30, United-States, <=50K -36, Private,90897, Assoc-acdm,12, Never-married, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -41, State-gov,33126, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, >50K -30, Private,270886, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -21, Private,216129, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,35, United-States, <=50K -33, Private,189368, Some-college,10, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, >50K -19,,141418, Some-college,10, Never-married,, Own-child, White, Male,0,0,15, United-States, <=50K -19, Private,306225, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,25, United-States, <=50K -35, Private,330664, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -43, Private,191765, HS-grad,9, Divorced, Tech-support, Unmarried, Black, Female,0,0,35, United-States, <=50K -45, Private,289353, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,24, United-States, <=50K -25, Private,53147, Bachelors,13, Never-married, Exec-managerial, Own-child, Black, Male,0,0,50, United-States, <=50K -39, Self-emp-not-inc,122353, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,188767, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -60, Private,239576, Masters,14, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,10, United-States, <=50K -52, Local-gov,155141, Doctorate,16, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -22, Private,64520, 12th,8, Never-married, Transport-moving, Unmarried, White, Male,0,0,30, United-States, <=50K -23, Private,478994, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -46, Private,155654, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,40, United-States, <=50K -34, Self-emp-not-inc,124052, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,30, United-States, <=50K -39, Private,245053, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -38, Private,183585, HS-grad,9, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -56, Self-emp-not-inc,323639, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,25, United-States, <=50K -55, Federal-gov,186791, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -40, Private,284303, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,7688,0,40, United-States, >50K -23, Private,186666, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -39, Private,200153, Bachelors,13, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -24, Private,180931, Bachelors,13, Married-civ-spouse, Sales, Husband, Black, Male,0,0,30, United-States, <=50K -51, Self-emp-not-inc,183173, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -47, Self-emp-inc,120131, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, Cuba, >50K -25, Self-emp-not-inc,263300, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,50, United-States, <=50K -34, Private,226443, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, >50K -18, Private,404868, 11th,7, Never-married, Sales, Own-child, Black, Female,0,1602,20, United-States, <=50K -19, Private,208506, Some-college,10, Never-married, Exec-managerial, Own-child, White, Female,0,0,28, United-States, <=50K -32, Private,46746, Some-college,10, Divorced, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -49, Private,246183, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -40,,165309, 7th-8th,4, Separated,, Not-in-family, White, Female,0,0,8, United-States, <=50K -43, Private,122749, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, <=50K -71, Self-emp-inc,38822, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,99999,0,40, United-States, >50K -59, Private,167963, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Male,0,0,40, United-States, <=50K -32, Private,273241, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, >50K -25, Private,120238, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -32, Private,167990, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, Ireland, <=50K -17, Private,225507, 11th,7, Never-married, Handlers-cleaners, Not-in-family, Black, Female,0,0,15, United-States, <=50K -57, Self-emp-inc,125000, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,35, United-States, >50K -17, Self-emp-not-inc,174120, 12th,8, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,15, United-States, <=50K -27, Private,230959, Bachelors,13, Never-married, Tech-support, Own-child, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -41, Local-gov,132125, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -62,,68461, Doctorate,16, Married-civ-spouse,, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, >50K -19, Private,227178, 11th,7, Never-married, Sales, Not-in-family, White, Female,0,0,25, United-States, <=50K -41, Private,165798, 5th-6th,3, Divorced, Other-service, Unmarried, White, Female,0,0,40, Puerto-Rico, <=50K -39, Private,129573, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, >50K -30, Private,224377, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -37, Private,179481, Bachelors,13, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -18, Private,434268, 11th,7, Never-married, Adm-clerical, Own-child, White, Female,0,0,15, United-States, <=50K -40, Self-emp-not-inc,173716, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -38, Self-emp-inc,244803, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,1485,60, Cuba, >50K -24, Private,114230, HS-grad,9, Never-married, Sales, Other-relative, White, Male,0,0,40, United-States, <=50K -33, Private,188661, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -48, Private,216093, Bachelors,13, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,124963, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -48, Private,85341, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -43, Private,193490, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -34, Private,80058, Prof-school,15, Never-married, Exec-managerial, Own-child, White, Male,0,0,50, United-States, <=50K -41, Private,139907, Assoc-voc,11, Separated, Craft-repair, Not-in-family, White, Male,0,0,30, United-States, <=50K -51, Self-emp-inc,54342, Prof-school,15, Divorced, Prof-specialty, Not-in-family, White, Male,27828,0,60, United-States, >50K -25, Private,188767, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -20, Private,117222, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,50, United-States, <=50K -61, Self-emp-inc,171831, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,2829,0,45, United-States, <=50K -35, Private,187119, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,70, United-States, <=50K -42, Local-gov,97277, Masters,14, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -26, Local-gov,219760, HS-grad,9, Never-married, Other-service, Other-relative, White, Male,0,0,16, United-States, <=50K -46, Private,63299, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,50, United-States, <=50K -39, State-gov,171482, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, >50K -18,,344742, 10th,6, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -29, Private,210869, Some-college,10, Never-married, Sales, Own-child, Black, Male,0,0,80, United-States, <=50K -39, Private,38312, Some-college,10, Married-spouse-absent, Craft-repair, Unmarried, White, Male,0,0,40, United-States, >50K -47, Private,119939, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -40, Private,83953, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, >50K -43, State-gov,101383, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -32, Private,204374, HS-grad,9, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -31, Private,176831, 10th,6, Divorced, Sales, Other-relative, White, Female,0,0,40, United-States, <=50K -19,,60688, Some-college,10, Never-married,, Own-child, White, Male,0,0,35, United-States, <=50K -44, Federal-gov,251305, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -46, Local-gov,200947, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -53, Self-emp-not-inc,46704, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -43, Private,119721, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -41, State-gov,58930, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -35, Private,247750, HS-grad,9, Widowed, Other-service, Unmarried, Black, Male,0,0,40, United-States, <=50K -48, Private,67725, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -28, State-gov,200775, Masters,14, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, <=50K -44, Private,183542, Bachelors,13, Widowed, Prof-specialty, Unmarried, White, Female,0,0,32, United-States, <=50K -20,,25139, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -51, Local-gov,123325, Prof-school,15, Widowed, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -28, Private,269786, HS-grad,9, Never-married, Transport-moving, Unmarried, White, Male,0,0,50, United-States, <=50K -36, Private,51089, Bachelors,13, Never-married, Craft-repair, Not-in-family, White, Male,0,0,60, United-States, <=50K -28, Private,136985, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,35, United-States, <=50K -21, Private,129350, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -34,,35595, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,30, United-States, <=50K -36, Local-gov,61299, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -25,,192321, Assoc-acdm,12, Never-married,, Own-child, White, Female,0,0,80, United-States, <=50K -31, Private,257644, HS-grad,9, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,43, United-States, <=50K -44, Self-emp-not-inc,70884, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -49, Local-gov,159726, 11th,7, Divorced, Handlers-cleaners, Unmarried, White, Male,0,0,40, United-States, <=50K -40, Private,174395, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -64, Federal-gov,175534, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,40, China, >50K -54, Local-gov,173050, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,40, United-States, >50K -27, Private,32519, Some-college,10, Married-civ-spouse, Sales, Husband, Asian-Pac-Islander, Male,0,0,55, South, <=50K -18, Private,322999, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -68, Private,148874, 9th,5, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,44, United-States, <=50K -64, Private,43738, Doctorate,16, Widowed, Prof-specialty, Not-in-family, White, Male,0,0,80, United-States, >50K -36, Private,195385, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -21, Private,149809, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Male,0,0,24, United-States, <=50K -22, Private,51985, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,30, United-States, <=50K -61, Private,105384, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,137591, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,10, Greece, <=50K -49, State-gov,324791, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -25, Private,184303, Some-college,10, Separated, Priv-house-serv, Other-relative, White, Female,0,0,30, El-Salvador, <=50K -66,,314347, HS-grad,9, Married-civ-spouse,, Husband, Black, Male,0,0,40, United-States, <=50K -29, Private,274010, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,45, United-States, <=50K -22, Private,321031, HS-grad,9, Never-married, Sales, Own-child, Black, Female,0,0,40, United-States, <=50K -57, Federal-gov,313929, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -41, Private,394669, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,1741,40, United-States, <=50K -29, Private,152951, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -20, Private,247115, Some-college,10, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,35, United-States, <=50K -47, Private,175958, Prof-school,15, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -22, Private,109039, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,55, United-States, <=50K -59, Self-emp-inc,141326, Assoc-voc,11, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, >50K -42, State-gov,74334, Masters,14, Married-civ-spouse, Adm-clerical, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, >50K -64, Self-emp-not-inc,47462, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,35, United-States, <=50K -29, Federal-gov,182344, HS-grad,9, Married-spouse-absent, Other-service, Unmarried, Black, Male,0,0,40, United-States, <=50K -25, State-gov,295912, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,20, United-States, <=50K -62, Private,311495, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -44, Private,236746, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Male,10520,0,45, United-States, >50K -21, Private,187643, HS-grad,9, Separated, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -60, Private,282923, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,7298,0,40, United-States, >50K -46, Private,501671, 10th,6, Divorced, Machine-op-inspct, Unmarried, Black, Male,0,0,40, United-States, <=50K -44, Federal-gov,29591, Bachelors,13, Divorced, Tech-support, Not-in-family, White, Male,0,2258,40, United-States, >50K -21, Private,301556, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,19, United-States, <=50K -18, Private,187240, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,18, United-States, <=50K -39, Private,219483, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,5013,0,32, United-States, <=50K -33, Private,594187, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -63, Private,200474, 1st-4th,2, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -52, Local-gov,152795, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,52, United-States, >50K -17, Private,230789, 9th,5, Never-married, Sales, Own-child, Black, Male,0,0,22, United-States, <=50K -45, Self-emp-inc,311231, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1485,50, United-States, >50K -31, Private,114691, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -35, Private,194591, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,114691, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -51, State-gov,42017, Some-college,10, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -48, Local-gov,383384, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -28, Private,29444, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -42, Federal-gov,53727, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40,, <=50K -38, Private,277022, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, Columbia, <=50K -43, Local-gov,113324, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -30, Private,342709, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,179203, 12th,8, Never-married, Sales, Other-relative, White, Male,0,0,55, United-States, <=50K -46, Private,251474, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -50, Private,93730, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -22, Private,37894, HS-grad,9, Separated, Other-service, Other-relative, White, Male,0,0,35, United-States, <=50K -18, State-gov,272918, HS-grad,9, Never-married, Adm-clerical, Own-child, Black, Male,0,0,15, United-States, <=50K -53, Private,151411, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -40, Private,210648, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,44, United-States, >50K -36, Self-emp-not-inc,347491, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,35, United-States, <=50K -32, Private,255885, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,43, United-States, >50K -39, Private,356838, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Male,0,0,12, United-States, <=50K -46, Private,216164, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -26, Local-gov,288781, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,42, United-States, <=50K -19, Private,439779, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,15, United-States, <=50K -24, Private,161638, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Not-in-family, White, Female,0,0,40, Ecuador, <=50K -28, Private,190525, Masters,14, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -25, Local-gov,276249, Masters,14, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -44, Private,147265, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -38, Private,245090, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Nicaragua, <=50K -42, State-gov,219682, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,45, United-States, <=50K -28, Private,392100, HS-grad,9, Married-civ-spouse, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -36, Private,358682, Bachelors,13, Never-married, Exec-managerial, Other-relative, White, Male,0,0,50,, <=50K -47, Private,262244, Bachelors,13, Never-married, Sales, Not-in-family, Black, Male,0,0,60, United-States, >50K -46, Private,171228, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,3411,0,35, Guatemala, <=50K -21, Local-gov,218445, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, Mexico, <=50K -19,,182609, HS-grad,9, Never-married,, Own-child, Black, Female,0,0,25, United-States, <=50K -35, Private,509462, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,45, United-States, <=50K -26, Private,213258, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,118401, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -67, Self-emp-not-inc,45814, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -54, Private,329733, HS-grad,9, Never-married, Exec-managerial, Unmarried, White, Male,0,0,40, United-States, >50K -26, Private,29957, Masters,14, Never-married, Tech-support, Other-relative, White, Male,0,0,25, United-States, <=50K -51, Private,215854, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, <=50K -27, Private,327766, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,45, United-States, <=50K -27, Private,405765, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40,, >50K -39, Private,80680, Some-college,10, Divorced, Machine-op-inspct, Own-child, White, Female,0,0,40, United-States, <=50K -32, Private,177792, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,48, United-States, >50K -52, Private,273514, HS-grad,9, Separated, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -21, Private,202373, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,0,0,40, United-States, <=50K -27, Local-gov,332785, HS-grad,9, Never-married, Protective-serv, Own-child, White, Male,0,0,38, United-States, <=50K -46, Private,149640, 7th-8th,4, Married-spouse-absent, Transport-moving, Not-in-family, White, Male,0,0,45, United-States, <=50K -42, Private,40151, Assoc-voc,11, Married-civ-spouse, Other-service, Husband, White, Male,0,0,30, United-States, <=50K -79, Self-emp-inc,183686, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,20, United-States, >50K -50, Federal-gov,32801, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, Amer-Indian-Eskimo, Female,0,0,40, United-States, >50K -19,,195282, HS-grad,9, Never-married,, Own-child, Black, Female,0,0,20, United-States, <=50K -43, Federal-gov,134026, Some-college,10, Never-married, Adm-clerical, Other-relative, White, Male,2174,0,40, United-States, <=50K -51, Local-gov,96678, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -45, Private,174533, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,7298,0,50, United-States, >50K -65, Private,180807, HS-grad,9, Separated, Protective-serv, Not-in-family, White, Male,991,0,20, United-States, <=50K -66, Private,186324, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,5, United-States, >50K -36, Self-emp-not-inc,257250, Assoc-voc,11, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,99, United-States, <=50K -26, Private,212800, Assoc-acdm,12, Never-married, Prof-specialty, Own-child, White, Female,0,0,36, United-States, <=50K -28, Private,55360, Some-college,10, Never-married, Sales, Not-in-family, Black, Male,0,0,50, United-States, <=50K -39, Self-emp-not-inc,195253, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -43, Private,45156, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -20, Private,435469, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,40, Mexico, <=50K -29, Private,231287, Some-college,10, Divorced, Tech-support, Unmarried, White, Male,0,0,40, United-States, <=50K -32, Private,168854, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,1848,50, United-States, >50K -44, Self-emp-not-inc,185057, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Female,3325,0,40, United-States, <=50K -18,,91670, Some-college,10, Never-married,, Own-child, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -60, Private,165517, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,73161, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -60, Private,178792, HS-grad,9, Widowed, Handlers-cleaners, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Private,32897, 11th,7, Divorced, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -29, Private,250967, Assoc-voc,11, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,41901, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,1408,40, United-States, <=50K -49, Private,379779, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -37, Private,217838, 5th-6th,3, Separated, Other-service, Unmarried, White, Female,0,0,40, Mexico, <=50K -37, Self-emp-not-inc,137527, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Female,0,2559,60, United-States, >50K -43, Private,198965, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,38, United-States, >50K -41, Private,70645, Masters,14, Widowed, Prof-specialty, Not-in-family, White, Female,4650,0,55, United-States, <=50K -37, Private,220644, HS-grad,9, Divorced, Other-service, Unmarried, Black, Female,0,0,40,, <=50K -19, Private,175081, 9th,5, Never-married, Craft-repair, Other-relative, White, Male,0,0,60, United-States, <=50K -29, Private,180299, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,35, United-States, <=50K -40, Self-emp-not-inc,548664, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,15, United-States, <=50K -53, Private,278114, 7th-8th,4, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -27, Private,394927, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, <=50K -44, Self-emp-not-inc,127482, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,7298,0,50, England, >50K -29, Private,236938, Assoc-acdm,12, Divorced, Craft-repair, Unmarried, White, Female,0,0,38, United-States, <=50K -25, Private,232991, 5th-6th,3, Married-civ-spouse, Machine-op-inspct, Husband, Other, Male,0,0,40, Mexico, <=50K -38, Private,34378, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, <=50K -48, Self-emp-inc,81513, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -18, Private,106780, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,12, United-States, <=50K -50, Private,178596, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,0,1408,50, United-States, <=50K -37, Private,329026, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -48, Private,26490, Bachelors,13, Widowed, Other-service, Unmarried, White, Female,0,0,20, United-States, <=50K -50, Private,338033, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,32, United-States, <=50K -74,,169303, HS-grad,9, Married-civ-spouse,, Husband, White, Male,6767,0,6, United-States, <=50K -24, Private,21154, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,30, United-States, <=50K -34, Private,209449, Some-college,10, Married-civ-spouse, Tech-support, Husband, Black, Male,0,0,40, United-States, >50K -19, Private,389143, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -39, Private,101260, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -40, Private,198270, Some-college,10, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -30, Private,45781, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -27, Private,134566, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -23,,283806, 9th,5, Divorced,, Not-in-family, White, Female,0,0,35, United-States, <=50K -68,,286869, 7th-8th,4, Widowed,, Not-in-family, White, Female,0,1668,40,, <=50K -46, Private,422813, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -24, Local-gov,103277, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,50, United-States, <=50K -18, Private,201871, 12th,8, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -50, Self-emp-not-inc,167728, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -42, Private,211517, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,118212, 9th,5, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,259846, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Husband, White, Male,3471,0,40, United-States, <=50K -57, Private,98926, Some-college,10, Widowed, Tech-support, Not-in-family, White, Female,0,0,16, United-States, <=50K -27, Private,207352, Bachelors,13, Married-civ-spouse, Tech-support, Husband, Asian-Pac-Islander, Male,0,0,40, India, >50K -31, Private,206609, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -34, Local-gov,104509, Masters,14, Separated, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -55, Self-emp-not-inc,170350, HS-grad,9, Divorced, Other-service, Other-relative, White, Female,0,0,40, United-States, <=50K -56, Private,183884, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -36, State-gov,110964, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,1672,38, United-States, <=50K -35, State-gov,154410, Some-college,10, Never-married, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -63,,257659, Masters,14, Never-married,, Not-in-family, White, Female,0,0,3, United-States, <=50K -28, Private,274679, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -38, Private,252662, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Self-emp-inc,356689, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,60, United-States, <=50K -18, Private,205218, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -35, Private,241306, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -53, Private,139127, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -46, Private,175625, Prof-school,15, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -45, Private,206459, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,176123, 10th,6, Married-civ-spouse, Other-service, Husband, Asian-Pac-Islander, Male,0,0,60, India, <=50K -41, Private,111483, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -60, Self-emp-not-inc,106118, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,70, United-States, >50K -18, Private,77845, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,1602,15, United-States, <=50K -19, Private,162094, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -24, Private,216469, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,1579,50, United-States, <=50K -56, Local-gov,381965, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,40, United-States, >50K -28, Private,145284, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,70, United-States, <=50K -29, Private,242482, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,32, United-States, <=50K -35, Self-emp-not-inc,160192, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -27,,280699, Some-college,10, Never-married,, Unmarried, White, Female,0,0,40, United-States, <=50K -55, Private,175942, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,55,, >50K -18, Private,156950, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,35, United-States, <=50K -53, Private,215572, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -26, Private,173593, Masters,14, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,20, Canada, <=50K -55, Private,193374, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -45, Local-gov,334039, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -28, Private,337664, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -32, Private,113504, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -27, Private,177072, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -35, Private,174503, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Female,0,0,40, United-States, <=50K -36, Private,214807, HS-grad,9, Divorced, Handlers-cleaners, Unmarried, White, Female,0,0,37, United-States, <=50K -41, Private,222596, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,15024,0,45, United-States, >50K -23, Private,100345, Bachelors,13, Never-married, Sales, Own-child, White, Male,0,0,20, United-States, <=50K -22, Private,409230, 12th,8, Never-married, Transport-moving, Other-relative, White, Male,0,0,40, United-States, <=50K -36, Self-emp-not-inc,112497, Prof-school,15, Divorced, Prof-specialty, Unmarried, White, Male,25236,0,40, United-States, >50K -65, Self-emp-inc,115922, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -59,,375049, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,41, United-States, >50K -25, Private,243560, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,40, Columbia, <=50K -33, Local-gov,182971, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,1887,40, United-States, >50K -31, Private,127215, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -50, State-gov,276241, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -49, State-gov,175109, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -43, Private,498079, Bachelors,13, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -23, Federal-gov,344394, Some-college,10, Married-civ-spouse, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -34, Private,99872, Masters,14, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,3103,0,40, India, >50K -23, Private,245302, Some-college,10, Divorced, Sales, Own-child, Black, Female,0,0,40, United-States, <=50K -63, Private,43313, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,188467, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K -51, Self-emp-inc,351278, Bachelors,13, Divorced, Farming-fishing, Unmarried, White, Male,0,0,50, United-States, <=50K -31, Private,182246, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,45, United-States, <=50K -32, Private,79870, Some-college,10, Married-civ-spouse, Exec-managerial, Own-child, White, Female,2597,0,40, Japan, <=50K -48,,353824, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,40,, >50K -31, Private,387116, Some-college,10, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,36, Jamaica, <=50K -47, Private,34248, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -54, State-gov,198741, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -23, Private,32950, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -34, Private,381153, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -46, Private,100067, 11th,7, Married-civ-spouse, Other-service, Wife, Black, Female,0,0,35, United-States, >50K -34, Private,208785, Assoc-acdm,12, Divorced, Sales, Not-in-family, White, Male,0,0,50, United-States, >50K -31, Private,61559, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,50, United-States, <=50K -41, Private,176452, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, Peru, <=50K -41,,128700, HS-grad,9, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -27, Self-emp-not-inc,328518, Assoc-voc,11, Never-married, Prof-specialty, Other-relative, White, Male,0,0,30, United-States, <=50K -30,,201196, 11th,7, Never-married,, Own-child, Black, Female,0,0,40, United-States, <=50K -23, Private,378546, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -24, Local-gov,212210, Assoc-acdm,12, Never-married, Adm-clerical, Own-child, White, Female,0,0,20,, <=50K -59, Federal-gov,178660, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -56, Private,235826, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,5013,0,40, United-States, <=50K -35, Self-emp-not-inc,22641, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -59, Private,316027, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,45, Cuba, <=50K -47, Private,431515, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -51, Self-emp-not-inc,149770, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,44, United-States, <=50K -42, Private,165916, Bachelors,13, Divorced, Adm-clerical, Unmarried, White, Female,0,0,45, United-States, <=50K -29, Federal-gov,107411, Some-college,10, Married-spouse-absent, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -23, Private,217961, HS-grad,9, Never-married, Craft-repair, Unmarried, White, Male,0,0,45, Outlying-US(Guam-USVI-etc), <=50K -43, Self-emp-not-inc,350387, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -46, Private,325372, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,156718, Some-college,10, Separated, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -23, Private,216472, Some-college,10, Never-married, Tech-support, Own-child, White, Female,0,0,20, United-States, <=50K -29, State-gov,106972, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,35, United-States, <=50K -33, Private,131934, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,45, United-States, <=50K -33, Local-gov,365908, HS-grad,9, Married-civ-spouse, Other-service, Husband, Black, Male,2105,0,40, United-States, <=50K -46, Local-gov,359193, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,45, United-States, <=50K -35, Private,261012, Some-college,10, Married-spouse-absent, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -36, Private,272944, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1887,40, United-States, >50K -25, Private,113654, HS-grad,9, Separated, Exec-managerial, Unmarried, White, Female,0,0,37, United-States, <=50K -35, Private,218955, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,115963, 7th-8th,4, Never-married, Machine-op-inspct, Unmarried, White, Male,0,0,42, United-States, <=50K -39, Private,80638, Some-college,10, Married-civ-spouse, Other-service, Husband, Asian-Pac-Islander, Male,0,0,84, United-States, >50K -37, Private,147258, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, <=50K -22, Private,214635, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,42, United-States, <=50K -25, Private,200318, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -50, Private,138270, HS-grad,9, Married-civ-spouse, Sales, Wife, Black, Female,0,0,40, United-States, <=50K -64, Federal-gov,388594, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,45,, >50K -33, Private,103435, Assoc-voc,11, Separated, Prof-specialty, Not-in-family, White, Male,0,0,45, United-States, <=50K -59, Self-emp-inc,133201, 5th-6th,3, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, Italy, <=50K -24, Private,175183, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -41, Private,99870, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, <=50K -38,,107479, 9th,5, Never-married,, Own-child, White, Female,0,0,12, United-States, <=50K -60, Private,113440, Bachelors,13, Divorced, Exec-managerial, Own-child, White, Male,0,0,60, United-States, <=50K -19, Private,85690, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, White, Male,0,0,30, United-States, <=50K -23, Private,45713, Some-college,10, Never-married, Craft-repair, Other-relative, White, Male,0,0,40, United-States, <=50K -57, Self-emp-inc,376230, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,99999,0,40, United-States, >50K -36, Private,145576, Masters,14, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,1977,40, Japan, >50K -17,,67808, 10th,6, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -24, Private,113936, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -32, Private,158291, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -27, Private,193898, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -43, Private,191982, Assoc-voc,11, Never-married, Adm-clerical, Own-child, White, Female,0,0,55, United-States, <=50K -21,,72953, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -54, Private,271160, Assoc-voc,11, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -22, Private,33087, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,45, United-States, <=50K -29, Private,106153, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -22, Private,29444, 12th,8, Never-married, Farming-fishing, Not-in-family, Amer-Indian-Eskimo, Male,0,0,50, United-States, <=50K -37, Private,105021, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -38, Self-emp-not-inc,239045, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -34, Private,94413, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -45, Private,20534, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,84, United-States, >50K -28, Private,350254, 1st-4th,2, Never-married, Priv-house-serv, Not-in-family, White, Female,0,0,40, Mexico, <=50K -68, Private,194746, Doctorate,16, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, Cuba, <=50K -36, Private,269042, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Asian-Pac-Islander, Male,0,0,40, Laos, <=50K -20, Private,447488, 9th,5, Never-married, Other-service, Unmarried, White, Male,0,0,30, Mexico, <=50K -24, Private,267706, Some-college,10, Never-married, Craft-repair, Own-child, White, Female,0,0,45, United-States, <=50K -38, Private,198216, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -32, Private,227931, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -34, Private,252646, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,7298,0,50, United-States, >50K -47, Private,223342, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,2174,0,40, England, <=50K -28, Private,181776, Bachelors,13, Never-married, Other-service, Not-in-family, White, Female,0,0,50, United-States, <=50K -32, Private,132601, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -58, Private,205410, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -64, Self-emp-inc,185912, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,35, United-States, >50K -38, Private,292570, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,50, United-States, <=50K -43, Private,76460, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -28, Private,295163, 12th,8, Divorced, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K -21, Private,27255, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,40,, <=50K -23, Private,69847, Bachelors,13, Never-married, Prof-specialty, Own-child, Asian-Pac-Islander, Female,0,0,20, United-States, <=50K -25, Private,104993, 9th,5, Never-married, Handlers-cleaners, Own-child, Black, Male,2907,0,40, United-States, <=50K -41, Private,322980, HS-grad,9, Separated, Adm-clerical, Not-in-family, Black, Male,2354,0,40, United-States, <=50K -24,,390608, HS-grad,9, Never-married,, Not-in-family, White, Female,0,0,36, United-States, <=50K -41, Private,317539, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -27, Private,195678, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -54, Private,466502, 7th-8th,4, Widowed, Other-service, Unmarried, White, Male,0,0,30, United-States, <=50K -28, Local-gov,220754, HS-grad,9, Separated, Transport-moving, Own-child, White, Female,0,0,25, United-States, <=50K -29, Private,202878, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,2042,40, United-States, <=50K -36, Private,343476, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,30, United-States, <=50K -41, Self-emp-inc,93227, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,1977,60, Taiwan, >50K -60, Self-emp-not-inc,38622, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -34, State-gov,173730, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,38, United-States, <=50K -32, Private,178623, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Female,0,0,40,, <=50K -27, Private,300783, Some-college,10, Married-civ-spouse, Sales, Wife, White, Female,0,0,42, United-States, >50K -60, Private,224644, 10th,6, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,191502, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -59, Private,61885, 12th,8, Divorced, Transport-moving, Other-relative, Black, Male,0,0,35, United-States, <=50K -34, Self-emp-not-inc,213887, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,32, Canada, >50K -36, Private,331395, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -54, Private,145098, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -48, Private,123075, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -19, Private,216804, 7th-8th,4, Never-married, Other-service, Own-child, White, Male,0,0,33, United-States, <=50K -40, Private,188291, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -25, Private,33610, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,45, United-States, <=50K -39, Private,234901, Assoc-acdm,12, Separated, Adm-clerical, Unmarried, White, Male,0,0,40, United-States, <=50K -34, Self-emp-not-inc,349148, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,168443, HS-grad,9, Separated, Other-service, Unmarried, White, Female,0,0,30, United-States, <=50K -43, Private,211860, HS-grad,9, Never-married, Other-service, Unmarried, Black, Female,0,0,24, United-States, <=50K -35, Private,193961, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,40, Philippines, >50K -36, Local-gov,52532, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1887,50, United-States, >50K -59, Self-emp-not-inc,75804, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,65, United-States, >50K -33, Self-emp-not-inc,176185, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,306779, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,50, United-States, <=50K -48, Private,265192, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -54, Private,139347, HS-grad,9, Widowed, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -49, Private,107682, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,38, United-States, <=50K -37, Private,34173, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -45, Private,128378, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, <=50K -51, Self-emp-inc,195638, Some-college,10, Separated, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -46, Private,59287, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -31, Self-emp-not-inc,162442, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, >50K -29,,350603, 10th,6, Never-married,, Own-child, White, Female,0,0,38, United-States, <=50K -39, Private,344743, Some-college,10, Married-civ-spouse, Adm-clerical, Own-child, Black, Female,0,0,50, United-States, >50K -35, Private,112077, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,5013,0,40, United-States, <=50K -26, Private,176795, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, >50K -51, Private,137815, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,7298,0,40, United-States, >50K -31, Private,309620, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,6, South, <=50K -39, Private,336880, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -26, Private,206600, 11th,7, Never-married, Other-service, Other-relative, White, Male,0,0,30, Mexico, <=50K -25, Private,193051, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,35, United-States, <=50K -61, Federal-gov,229062, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,1887,40, United-States, >50K -49, Private,62793, HS-grad,9, Divorced, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -53, Private,264939, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,45, Mexico, <=50K -52, Private,370552, Preschool,1, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, El-Salvador, <=50K -52, Private,163678, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,55, United-States, <=50K -74,,89667, Bachelors,13, Widowed,, Not-in-family, Other, Female,0,0,35, United-States, <=50K -50, Private,558490, HS-grad,9, Divorced, Adm-clerical, Not-in-family, Black, Male,0,0,40, United-States, <=50K -29, Private,124680, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,13550,0,35, United-States, >50K -76, Private,208843, 7th-8th,4, Widowed, Protective-serv, Not-in-family, White, Male,0,0,30, United-States, <=50K -19, Private,95078, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,15, United-States, <=50K -25, Private,169679, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -45, Private,101320, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -34, Private,168906, Assoc-acdm,12, Divorced, Adm-clerical, Own-child, White, Female,0,0,35, United-States, <=50K -20, Private,212582, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,16, United-States, <=50K -66,,170617, Masters,14, Widowed,, Not-in-family, White, Male,0,0,6, United-States, <=50K -63,,170529, Bachelors,13, Married-civ-spouse,, Wife, Black, Female,0,0,45, United-States, <=50K -27, Private,99897, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,104892, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,2829,0,40, United-States, <=50K -43, Private,175224, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,60, Nicaragua, <=50K -23, Private,149704, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -37, Federal-gov,214542, Some-college,10, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -31, Private,167319, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -33, State-gov,43716, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,4, United-States, <=50K -28, Private,191935, Assoc-acdm,12, Never-married, Sales, Own-child, White, Male,0,0,20, United-States, <=50K -70,,158642, HS-grad,9, Widowed,, Not-in-family, White, Female,2993,0,20, United-States, <=50K -35, Private,338611, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -41, Private,136419, Assoc-acdm,12, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,75, United-States, >50K -17, Private,72321, 11th,7, Never-married, Other-service, Other-relative, White, Female,0,0,12, United-States, <=50K -41, Local-gov,189956, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, Black, Female,0,0,40, United-States, >50K -44, Private,403782, Assoc-voc,11, Divorced, Sales, Not-in-family, White, Male,0,0,45, United-States, <=50K -47, Private,456661, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Mexico, <=50K -24, Private,279041, HS-grad,9, Never-married, Handlers-cleaners, Own-child, Black, Male,0,0,40, United-States, <=50K -38, Self-emp-not-inc,65716, Assoc-voc,11, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -34, Private,189809, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,52, Jamaica, <=50K -62, Local-gov,223637, HS-grad,9, Divorced, Other-service, Not-in-family, Black, Female,0,0,35, United-States, <=50K -27, Local-gov,199343, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,38, United-States, <=50K -59, Private,139344, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -35, Private,119098, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,195025, HS-grad,9, Separated, Other-service, Unmarried, Black, Female,0,0,32, United-States, <=50K -28, Private,186720, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,50, United-States, <=50K -28, Private,328923, HS-grad,9, Never-married, Adm-clerical, Other-relative, White, Female,0,0,38, United-States, <=50K -59, State-gov,159472, 9th,5, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,138662, Some-college,10, Separated, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -54, Local-gov,286342, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,32, United-States, >50K -39, Private,181705, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, <=50K -41, Private,193882, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -43, Private,216497, Bachelors,13, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, Germany, <=50K -32, Self-emp-inc,124919, Bachelors,13, Married-civ-spouse, Other-service, Husband, Asian-Pac-Islander, Male,0,0,50, Iran, >50K -62, Private,109463, Some-college,10, Separated, Sales, Unmarried, White, Female,0,1617,33, United-States, <=50K -58, Private,256274, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -43, Private,326379, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -67,,174995, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,2457,40, United-States, <=50K -31, Private,243142, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -51, Local-gov,155118, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,70, United-States, >50K -54, Private,189607, Bachelors,13, Never-married, Other-service, Own-child, Black, Female,0,0,36, United-States, <=50K -20, Private,39478, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,70, United-States, <=50K -35, Private,206951, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -22, Private,127647, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,36, United-States, <=50K -38, Private,234298, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,6849,0,60, United-States, <=50K -42, Private,182302, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -44, State-gov,166597, Masters,14, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -28, Self-emp-not-inc,33363, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,70, United-States, >50K -74, Self-emp-inc,167537, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,35, United-States, >50K -34, Private,179378, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, Black, Female,0,0,40, United-States, <=50K -50, State-gov,297551, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,52, United-States, <=50K -50, Private,198362, Assoc-voc,11, Widowed, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -43, Private,240504, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -29, Self-emp-not-inc,169662, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -30,,164940, HS-grad,9, Separated,, Unmarried, Black, Female,0,0,25, United-States, <=50K -61, Private,210488, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -21, Private,154835, Some-college,10, Never-married, Adm-clerical, Own-child, Asian-Pac-Islander, Female,0,0,40, Vietnam, <=50K -27, Private,333296, Bachelors,13, Never-married, Other-service, Not-in-family, White, Male,0,0,30,, <=50K -47, Private,192793, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, Iran, >50K -39, Private,49436, Assoc-acdm,12, Divorced, Prof-specialty, Unmarried, White, Female,0,1380,40, United-States, <=50K -33, Private,136331, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,509048, HS-grad,9, Never-married, Sales, Other-relative, Black, Female,0,0,37, United-States, <=50K -38, Private,318610, Some-college,10, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -45, Private,104521, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,247695, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, >50K -35, Private,219546, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,45, Germany, <=50K -21, Private,169699, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -49, State-gov,131302, Assoc-voc,11, Divorced, Adm-clerical, Not-in-family, Black, Female,0,0,44, United-States, <=50K -50, Private,171852, Bachelors,13, Separated, Prof-specialty, Own-child, Other, Female,0,0,40, United-States, <=50K -36, State-gov,340091, Doctorate,16, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,36, United-States, >50K -20, Private,204641, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,20, United-States, <=50K -49, Private,213431, HS-grad,9, Separated, Prof-specialty, Unmarried, Black, Female,0,0,40, United-States, <=50K -40, State-gov,377018, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -22, Private,184543, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -60,,188236, HS-grad,9, Divorced,, Not-in-family, White, Female,0,0,40, United-States, <=50K -67, Private,233022, 11th,7, Widowed, Adm-clerical, Unmarried, White, Female,0,0,20, United-States, <=50K -21, Private,177420, Some-college,10, Never-married, Adm-clerical, Not-in-family, Other, Female,0,0,40, United-States, <=50K -60, Self-emp-not-inc,21101, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, Amer-Indian-Eskimo, Male,0,0,50, United-States, <=50K -17, Private,52486, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,12, United-States, <=50K -43, Private,183273, Masters,14, Married-civ-spouse, Exec-managerial, Wife, White, Female,15024,0,32, United-States, >50K -49, State-gov,36177, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -41, Private,124956, Bachelors,13, Separated, Prof-specialty, Not-in-family, Black, Female,99999,0,60, United-States, >50K -38, Private,102350, Some-college,10, Divorced, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -38, Private,165930, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,297574, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,99, United-States, >50K -40, Private,120277, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -23,,87569, Some-college,10, Separated,, Not-in-family, White, Female,0,0,40, United-States, <=50K -19,,278220, Some-college,10, Never-married,, Own-child, White, Female,0,1602,40, United-States, <=50K -40, Private,155972, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, >50K -46, State-gov,162852, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -25, Private,64860, Some-college,10, Married-spouse-absent, Adm-clerical, Unmarried, White, Female,0,0,22, United-States, <=50K -36, Private,226013, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,5178,0,40, United-States, >50K -24, Private,322674, Assoc-acdm,12, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,48, United-States, <=50K -62, Private,202242, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,48, United-States, <=50K -54, Private,175262, Preschool,1, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,0,40, China, <=50K -23, Private,201682, Bachelors,13, Married-civ-spouse, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -60, Private,166330, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -18, Self-emp-inc,147612, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Female,0,0,8, United-States, <=50K -41, Local-gov,213154, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, Black, Female,0,0,40, United-States, <=50K -45, Local-gov,33798, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -62, State-gov,199198, Assoc-voc,11, Widowed, Exec-managerial, Unmarried, Black, Female,0,0,40, United-States, <=50K -28, Private,90915, Bachelors,13, Married-spouse-absent, Tech-support, Unmarried, Black, Female,0,0,40, United-States, <=50K -36, Self-emp-inc,337778, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, Yugoslavia, >50K -31, Private,187203, HS-grad,9, Never-married, Sales, Other-relative, White, Male,0,0,40, United-States, <=50K -44, Private,261497, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,0,0,40,, <=50K -33, Self-emp-not-inc,361817, HS-grad,9, Separated, Craft-repair, Unmarried, White, Male,0,0,50, United-States, <=50K -62, Self-emp-not-inc,226546, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,16, United-States, <=50K -27, Private,100168, 7th-8th,4, Married-civ-spouse, Other-service, Wife, White, Female,0,0,40, United-States, <=50K -42, Federal-gov,272625, Assoc-voc,11, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, >50K -55, Private,254516, 9th,5, Never-married, Handlers-cleaners, Other-relative, Black, Male,0,0,37, United-States, <=50K -41, Private,207375, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,50, United-States, <=50K -26, Private,39092, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,4064,0,50, United-States, <=50K -45, Private,48271, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -67, Self-emp-not-inc,152102, HS-grad,9, Widowed, Farming-fishing, Not-in-family, White, Male,0,0,65, United-States, <=50K -25, Private,234665, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -30, Self-emp-inc,127651, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1887,48, United-States, >50K -22, Private,180060, Bachelors,13, Never-married, Exec-managerial, Unmarried, White, Male,0,0,40, United-States, <=50K -19, Private,32477, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -26, Private,137658, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,45, United-States, <=50K -61, Private,228287, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -32, Private,159442, Prof-school,15, Never-married, Sales, Not-in-family, White, Female,13550,0,50, United-States, >50K -43, Private,33310, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -53, Private,270546, HS-grad,9, Divorced, Priv-house-serv, Not-in-family, White, Female,0,0,20, United-States, <=50K -53, Federal-gov,290290, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,45, United-States, <=50K -42, Self-emp-inc,287037, 12th,8, Divorced, Craft-repair, Not-in-family, White, Male,0,0,10, United-States, <=50K -36, Private,128516, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -55, Self-emp-not-inc,185195, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,99, United-States, <=50K -35, Federal-gov,49657, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,7298,0,40, United-States, >50K -17, Private,98005, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,16, United-States, <=50K -55, Self-emp-not-inc,283635, Prof-school,15, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,35, United-States, <=50K -36, Private,98360, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -40, Local-gov,202872, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -54, Self-emp-not-inc,118365, 10th,6, Divorced, Other-service, Not-in-family, Black, Female,0,0,10, United-States, <=50K -45, Self-emp-not-inc,184285, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,45, United-States, <=50K -48, Private,345831, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -40, Local-gov,99679, Prof-school,15, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,60, United-States, >50K -31, Private,253354, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -26, Private,190650, Bachelors,13, Never-married, Adm-clerical, Own-child, Asian-Pac-Islander, Male,0,0,40, Taiwan, <=50K -34, Private,287737, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,1485,40, United-States, >50K -19, Private,204389, HS-grad,9, Never-married, Adm-clerical, Own-child, Other, Female,0,0,25, Puerto-Rico, <=50K -31, Federal-gov,294870, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,159442, HS-grad,9, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,30, United-States, <=50K -55, Local-gov,161662, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -38, Private,52738, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,252024, HS-grad,9, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,20, Mexico, <=50K -27, Private,189702, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,407913, HS-grad,9, Separated, Other-service, Not-in-family, Black, Male,0,0,40, United-States, <=50K -20, Private,166527, Some-college,10, Never-married, Adm-clerical, Own-child, Other, Female,0,0,20, United-States, <=50K -24, Self-emp-not-inc,34918, Assoc-voc,11, Never-married, Other-service, Unmarried, White, Female,0,0,38, United-States, <=50K -27, Private,142712, Masters,14, Never-married, Tech-support, Not-in-family, White, Male,0,0,40,, <=50K -18, Federal-gov,201686, 11th,7, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,4, United-States, <=50K -28, Local-gov,179759, Some-college,10, Married-spouse-absent, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -36, Private,94954, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Female,0,0,40, United-States, <=50K -66, Private,350498, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,1258,20, United-States, <=50K -19, Private,201743, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,15, United-States, <=50K -59, Self-emp-not-inc,119344, 10th,6, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,36, United-States, <=50K -33, Private,149726, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,46, United-States, <=50K -28, Private,419146, 7th-8th,4, Separated, Handlers-cleaners, Not-in-family, White, Male,0,0,40, Mexico, <=50K -34, Private,174789, Bachelors,13, Never-married, Other-service, Not-in-family, White, Male,0,2001,40, United-States, <=50K -41, Private,171234, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,55, United-States, <=50K -30, Private,206325, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -59, Private,202682, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,121055, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -47, Private,160187, HS-grad,9, Separated, Prof-specialty, Other-relative, Black, Female,14084,0,38, United-States, >50K -29, Private,84366, 10th,6, Married-spouse-absent, Adm-clerical, Unmarried, White, Female,0,0,40, Mexico, <=50K -60, Private,139391, Some-college,10, Married-spouse-absent, Machine-op-inspct, Not-in-family, White, Male,0,0,50, United-States, >50K -53, Local-gov,124094, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,5013,0,35, United-States, <=50K -41, Private,30759, 7th-8th,4, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -32, Private,137875, Some-college,10, Divorced, Sales, Unmarried, White, Female,0,0,30, United-States, <=50K -73,,139049, HS-grad,9, Widowed,, Not-in-family, White, Female,0,0,22, United-States, >50K -20, Private,238384, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,30, United-States, <=50K -49, Private,340755, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -36, Local-gov,224947, Bachelors,13, Never-married, Prof-specialty, Unmarried, White, Male,0,0,40, United-States, <=50K -33, State-gov,111994, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,45, United-States, <=50K -25, Private,125491, Some-college,10, Never-married, Other-service, Not-in-family, Asian-Pac-Islander, Female,0,0,34, United-States, <=50K -34,,310525, HS-grad,9, Married-civ-spouse,, Husband, Black, Male,0,0,10, United-States, <=50K -19,,71592, Some-college,10, Never-married,, Own-child, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -40, Local-gov,99185, Assoc-acdm,12, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -48, Private,249935, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,44, United-States, <=50K -51, Private,206775, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,50, United-States, <=50K -22, Private,230704, Assoc-acdm,12, Never-married, Handlers-cleaners, Own-child, Black, Male,0,0,20, Jamaica, <=50K -34, Private,242361, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,50, United-States, <=50K -22, Private,134746, 10th,6, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, United-States, <=50K -34, Self-emp-inc,198613, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,2002,40, United-States, <=50K -56, Private,174040, HS-grad,9, Divorced, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -49, Private,165953, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,1902,40, United-States, <=50K -36, Private,273604, Bachelors,13, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -18, Private,192409, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -26, Self-emp-not-inc,102476, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,50, United-States, <=50K -48, Private,234504, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -35, Self-emp-not-inc,468713, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,84560, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -47, Private,148995, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -21, Private,34816, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,12, United-States, <=50K -28, Private,211184, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,50, United-States, <=50K -53, Private,33304, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -65, Federal-gov,179985, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -26, Private,219815, Some-college,10, Married-spouse-absent, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -50, Private,134766, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,50, United-States, >50K -26, Private,106548, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -70, Private,89787, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,20, United-States, <=50K -55, Private,164857, Some-college,10, Divorced, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -27, Federal-gov,257124, Bachelors,13, Never-married, Transport-moving, Other-relative, White, Male,0,0,35, United-States, <=50K -31, Private,227446, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, Cuba, >50K -43, Private,125461, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,1902,55, United-States, >50K -24, Private,189749, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,176321, 7th-8th,4, Never-married, Other-service, Unmarried, White, Female,0,0,40, Mexico, <=50K -26, Private,284250, HS-grad,9, Never-married, Craft-repair, Unmarried, Black, Female,0,0,40, United-States, <=50K -23, Private,101885, 10th,6, Never-married, Craft-repair, Not-in-family, White, Female,0,0,40, United-States, <=50K -41, Self-emp-not-inc,134130, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -52, Private,260938, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -41, Self-emp-not-inc,238184, HS-grad,9, Married-civ-spouse, Farming-fishing, Wife, White, Female,0,0,40, United-States, <=50K -59, Self-emp-not-inc,148626, 10th,6, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -56, Self-emp-not-inc,48102, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,1977,50, United-States, >50K -58, Private,234213, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,14344,0,48, United-States, >50K -65, Private,113323, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -24, Local-gov,34246, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -51, Private,175070, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,5178,0,45, United-States, >50K -31, Private,279680, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,45, United-States, <=50K -84, Private,188328, HS-grad,9, Widowed, Prof-specialty, Not-in-family, White, Female,0,0,16, United-States, <=50K -51, Private,96609, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -24, Local-gov,84257, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -30, Private,275632, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, <=50K -22, Private,385540, 10th,6, Never-married, Other-service, Not-in-family, White, Male,0,0,40, Mexico, <=50K -30, Private,196342, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, Ireland, <=50K -47, Private,97176, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -19, Private,197714, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,35, United-States, <=50K -43, Self-emp-not-inc,147099, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,36, United-States, <=50K -30, Private,186346, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, <=50K -46, Private,73434, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,45, United-States, <=50K -49, Local-gov,275074, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -37, Private,209214, 5th-6th,3, Never-married, Machine-op-inspct, Unmarried, White, Female,0,0,40, Mexico, <=50K -42, Private,210525, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -57, Private,372020, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,5013,0,50, United-States, <=50K -46, Private,176684, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -23, Private,210474, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -26, Private,293690, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,58, United-States, >50K -64, Private,149775, Masters,14, Never-married, Prof-specialty, Other-relative, White, Female,0,0,8, United-States, <=50K -20, Private,323009, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Female,0,0,40, Germany, <=50K -31, Private,126950, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -38, Private,172538, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,1977,40, United-States, >50K -44, Private,115411, Some-college,10, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -42, Self-emp-not-inc,101709, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,2885,0,40, United-States, <=50K -23, Private,265356, Bachelors,13, Never-married, Exec-managerial, Unmarried, White, Male,0,0,40, United-States, <=50K -31, Local-gov,192565, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,90, United-States, >50K -35, Self-emp-not-inc,348771, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,36, United-States, <=50K -30, Self-emp-not-inc,148959, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,35, United-States, <=50K -35, Private,126569, HS-grad,9, Divorced, Craft-repair, Own-child, White, Male,0,0,20, United-States, <=50K -40, Private,105936, HS-grad,9, Married-spouse-absent, Adm-clerical, Own-child, White, Female,0,0,38, United-States, <=50K -18, Private,188076, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -23, Private,184400, 10th,6, Never-married, Transport-moving, Own-child, Asian-Pac-Islander, Male,0,0,30,, <=50K -63, Private,124242, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,40, United-States, <=50K -20, State-gov,200819, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -50, Local-gov,100480, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -49, Private,129513, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -53, Self-emp-not-inc,297796, 10th,6, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,195488, HS-grad,9, Separated, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -54, Private,153486, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,56, United-States, >50K -40, Private,126845, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -22, Private,206974, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -28, Private,412149, 10th,6, Never-married, Farming-fishing, Other-relative, White, Male,0,0,35, Mexico, <=50K -24, Private,653574, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, El-Salvador, <=50K -37, Private,70562, 1st-4th,2, Never-married, Other-service, Unmarried, White, Female,0,0,48, El-Salvador, <=50K -62, Private,197514, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,16, United-States, <=50K -19,,309284, Some-college,10, Never-married,, Not-in-family, White, Male,0,0,40, United-States, <=50K -51, Private,334679, Assoc-voc,11, Widowed, Prof-specialty, Unmarried, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -65, Private,105116, Some-college,10, Widowed, Adm-clerical, Not-in-family, White, Female,2346,0,40, United-States, <=50K -31, Private,151484, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,8, United-States, <=50K -42, Self-emp-inc,78765, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Male,0,0,90, United-States, >50K -42, Private,98427, HS-grad,9, Married-civ-spouse, Other-service, Wife, Black, Female,0,0,35, United-States, <=50K -54, Private,230767, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Cuba, <=50K -23, Private,117606, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Female,0,0,60, United-States, <=50K -28, Private,68642, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,46, United-States, <=50K -42, Private,341638, 11th,7, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Private,65920, HS-grad,9, Never-married, Exec-managerial, Not-in-family, Black, Male,0,0,40, United-States, <=50K -33, Federal-gov,188246, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,198727, HS-grad,9, Divorced, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -39, Private,160728, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, White, Male,2977,0,40, United-States, <=50K -27, Private,706026, 11th,7, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -20,,348148, 11th,7, Never-married,, Own-child, Black, Male,0,0,40, United-States, <=50K -62, Private,77884, 5th-6th,3, Married-civ-spouse, Farming-fishing, Husband, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -17, Private,160758, 10th,6, Never-married, Sales, Other-relative, White, Male,0,0,30, United-States, <=50K -58, Private,201112, Some-college,10, Divorced, Adm-clerical, Not-in-family, Black, Female,0,0,55, United-States, >50K -69, Self-emp-inc,107850, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,6514,0,40, United-States, >50K -34, Private,230246, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,42, United-States, >50K -34, Private,203034, Bachelors,13, Separated, Sales, Not-in-family, White, Male,0,2824,50, United-States, >50K -20, Private,373935, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,35, United-States, <=50K -64, Federal-gov,341695, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -27, Private,119793, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55,, <=50K -41, Private,178002, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -40, Private,233130, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, El-Salvador, <=50K -53, Local-gov,192982, Masters,14, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,38, United-States, >50K -44, Private,33155, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,45, United-States, <=50K -37, Private,187346, 5th-6th,3, Never-married, Adm-clerical, Other-relative, White, Female,0,0,40, Mexico, <=50K -46, Private,78529, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,60, United-States, >50K -17, Private,101626, 9th,5, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,20, United-States, <=50K -35, Private,117567, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -36, Local-gov,110791, Assoc-acdm,12, Separated, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -49, State-gov,207120, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, >50K -48, Private,43206, Prof-school,15, Divorced, Prof-specialty, Unmarried, White, Female,0,0,25, United-States, <=50K -26, Private,120238, Bachelors,13, Never-married, Sales, Other-relative, White, Male,0,0,40, United-States, <=50K -26, Private,189219, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,8, United-States, <=50K -35, State-gov,190895, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,83517, 9th,5, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -54, Private,35557, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,7298,0,50, United-States, >50K -36, Local-gov,59313, Some-college,10, Separated, Adm-clerical, Own-child, Black, Male,0,0,40, United-States, <=50K -25, Private,202033, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -18, Local-gov,55658, 10th,6, Never-married, Other-service, Own-child, White, Male,0,0,25, United-States, <=50K -21, Private,118186, Some-college,10, Never-married, Sales, Own-child, Black, Female,0,0,20, United-States, <=50K -22, Private,279901, HS-grad,9, Married-civ-spouse, Other-service, Own-child, Black, Male,0,0,40, United-States, <=50K -52, Private,110954, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, El-Salvador, >50K -36, Self-emp-not-inc,90159, Some-college,10, Married-civ-spouse, Other-service, Wife, White, Female,0,0,40, United-States, <=50K -25, Private,122489, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Female,0,1726,60, United-States, <=50K -49, Self-emp-not-inc,43348, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Male,99999,0,70, United-States, >50K -42, Private,34278, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -37, Private,37778, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,0,54, United-States, <=50K -39, Private,160623, Assoc-acdm,12, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -32, Private,342458, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -53, Private,64322, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,373914, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,205884, Some-college,10, Married-civ-spouse, Tech-support, Wife, White, Female,0,0,40, United-States, >50K -62, Local-gov,208266, Assoc-voc,11, Divorced, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -38, Private,222450, 5th-6th,3, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Mexico, <=50K -23, Private,348420, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -39, Private,136081, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,2051,40, United-States, <=50K -37, Federal-gov,197284, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -27,,204773, Assoc-acdm,12, Married-civ-spouse,, Wife, White, Female,0,0,40, United-States, <=50K -41, Private,206066, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -47, Self-emp-not-inc,61885, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -25, Private,299908, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, Black, Female,0,0,40, United-States, >50K -35, Private,46028, Assoc-acdm,12, Divorced, Other-service, Unmarried, White, Female,0,0,50, United-States, <=50K -47, Private,239865, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1977,45, United-States, >50K -30, Private,154587, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,40, Puerto-Rico, <=50K -29, Private,244473, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,0,2051,40, United-States, <=50K -36, Private,32334, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,50, United-States, >50K -42, Private,319588, Bachelors,13, Married-spouse-absent, Transport-moving, Not-in-family, White, Male,0,0,60, United-States, <=50K -51, Private,226735, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, <=50K -34, Private,226443, HS-grad,9, Divorced, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -44, Self-emp-inc,359259, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,60, Portugal, <=50K -27, Private,36851, Bachelors,13, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,41, United-States, <=50K -39, Private,393480, HS-grad,9, Separated, Handlers-cleaners, Not-in-family, Black, Male,0,0,40, United-States, <=50K -46, Private,33109, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,1741,40, United-States, <=50K -32, Self-emp-not-inc,188246, HS-grad,9, Divorced, Sales, Own-child, White, Male,0,1590,62, United-States, <=50K -31, Private,231569, Bachelors,13, Never-married, Sales, Not-in-family, Black, Female,0,0,50, United-States, <=50K -23, Private,353010, 11th,7, Never-married, Craft-repair, Unmarried, White, Male,0,0,35, United-States, <=50K -47, Private,102628, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,55, United-States, >50K -66, Private,262285, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,99, United-States, <=50K -26, Private,160300, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -52, Private,156953, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, >50K -53, Self-emp-inc,136823, 11th,7, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,30, United-States, <=50K -48, Self-emp-not-inc,160724, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,40, Japan, <=50K -37, Self-emp-inc,86459, Assoc-acdm,12, Separated, Exec-managerial, Unmarried, White, Male,0,0,50, United-States, <=50K -17, Private,238628, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,5, United-States, <=50K -50, Private,339954, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -28,,222005, HS-grad,9, Never-married,, Other-relative, White, Female,0,0,40, Mexico, <=50K -17, Federal-gov,99893, 11th,7, Never-married, Adm-clerical, Not-in-family, Black, Female,0,1602,40, United-States, <=50K -39, Private,214117, Some-college,10, Divorced, Craft-repair, Unmarried, Black, Male,0,0,40, United-States, <=50K -28, Federal-gov,298661, Bachelors,13, Never-married, Tech-support, Not-in-family, Black, Female,0,0,40, United-States, <=50K -38, Private,179488, Assoc-acdm,12, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -53, Private,48343, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,1902,40, United-States, >50K -28, Local-gov,100270, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -42, Private,227065, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,32, United-States, >50K -40, Private,126701, 9th,5, Never-married, Transport-moving, Not-in-family, White, Male,0,0,45, United-States, <=50K -20, Private,209131, Some-college,10, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -32, State-gov,400132, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -23, State-gov,278155, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -25, Private,139012, Bachelors,13, Never-married, Sales, Own-child, Asian-Pac-Islander, Male,2174,0,40, Vietnam, <=50K -41, Private,178431, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,0,40, Taiwan, <=50K -42, Private,511068, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,40, United-States, >50K -18, Private,199039, 12th,8, Never-married, Sales, Own-child, White, Male,594,0,14, United-States, <=50K -29, Local-gov,190525, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1848,60, Germany, >50K -36, Private,115700, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -34, Private,167832, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,218164, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,0,0,44, United-States, <=50K -48, State-gov,171926, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,50, United-States, >50K -36, Self-emp-inc,242080, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,80, United-States, >50K -67, Federal-gov,223257, HS-grad,9, Widowed, Other-service, Unmarried, White, Male,0,0,40, United-States, <=50K -53, Private,386773, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,7298,0,40, United-States, >50K -53, Self-emp-not-inc,105478, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,2415,40, United-States, >50K -45, Private,140644, Doctorate,16, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,45, United-States, >50K -22, Private,205970, 10th,6, Separated, Other-service, Unmarried, White, Female,0,0,35, United-States, <=50K -25, Private,216583, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,43, United-States, <=50K -61, Private,162432, Some-college,10, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -31, Local-gov,83671, Some-college,10, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -47, Self-emp-inc,205100, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,38, Germany, <=50K -31, Private,195750, 1st-4th,2, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, <=50K -17, Private,220562, 9th,5, Never-married, Sales, Other-relative, Other, Female,0,0,32, Mexico, <=50K -38, Self-emp-inc,312232, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -23, Private,386337, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,0,0,40,, <=50K -42, Private,86185, Some-college,10, Widowed, Exec-managerial, Not-in-family, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -78, Private,105586, 5th-6th,3, Married-civ-spouse, Transport-moving, Husband, Asian-Pac-Islander, Male,0,0,36, United-States, <=50K -54, Private,103345, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -26, Local-gov,150553, Bachelors,13, Never-married, Adm-clerical, Own-child, Asian-Pac-Islander, Female,0,0,50, United-States, <=50K -30, Private,26009, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,35, United-States, >50K -46, Private,149388, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -26, Private,151626, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Black, Female,0,0,45, United-States, <=50K -30, Private,169583, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,35, United-States, <=50K -66, Local-gov,174486, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, Black, Male,20051,0,35, Jamaica, >50K -23, Private,160951, HS-grad,9, Never-married, Craft-repair, Own-child, Black, Male,2597,0,40, United-States, <=50K -25, Private,213383, Some-college,10, Never-married, Tech-support, Own-child, White, Male,0,0,40, United-States, <=50K -32, Self-emp-inc,103078, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -25, Local-gov,109526, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,38, United-States, <=50K -51, Private,142835, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -24, State-gov,43475, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -22, Private,190916, Some-college,10, Never-married, Tech-support, Own-child, White, Female,0,0,40, United-States, <=50K -28, Private,175987, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -29, Local-gov,214385, 11th,7, Divorced, Other-service, Unmarried, Black, Female,0,0,20, United-States, <=50K -26, Private,192652, Bachelors,13, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -41, Federal-gov,207685, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, >50K -19, Private,143857, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,35, United-States, <=50K -39, Private,163392, HS-grad,9, Married-civ-spouse, Sales, Husband, Asian-Pac-Islander, Male,0,0,26,, <=50K -51, Private,310774, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -29,,427965, HS-grad,9, Separated,, Unmarried, Black, Female,0,0,20, United-States, <=50K -27, Private,279608, 5th-6th,3, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, Mexico, <=50K -33, Private,312881, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,40, United-States, >50K -19, Private,175083, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,8, United-States, <=50K -67,,132057, HS-grad,9, Married-civ-spouse,, Husband, Black, Male,0,0,20, United-States, <=50K -41, Private,32878, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -29, Federal-gov,360527, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -28, Private,99478, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,40, United-States, <=50K -25, Private,113035, Some-college,10, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -21, Federal-gov,99199, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,36, United-States, <=50K -24, Local-gov,452640, Some-college,10, Never-married, Tech-support, Not-in-family, White, Male,14344,0,50, United-States, >50K -48, Private,236858, 11th,7, Divorced, Other-service, Not-in-family, White, Female,0,0,31, United-States, <=50K -46, Self-emp-inc,201865, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -35, Private,268661, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -35, Federal-gov,475324, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -50, Private,117295, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,65704, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,40,, <=50K -45, Private,192835, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -62, Local-gov,76720, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, <=50K -39, Local-gov,180686, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,45, United-States, >50K -33, Local-gov,133876, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -22, Private,123727, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, White, Female,0,0,30, United-States, <=50K -50, Private,129956, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, United-States, >50K -25, Private,96268, 11th,7, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -44, Private,317320, Some-college,10, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -26, Private,86872, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -31, State-gov,100863, Masters,14, Divorced, Exec-managerial, Unmarried, White, Female,0,0,50, United-States, >50K -56, Private,164332, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,15, United-States, <=50K -49, Self-emp-not-inc,122584, 7th-8th,4, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -49, Private,34377, 12th,8, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -46, Private,162030, HS-grad,9, Widowed, Adm-clerical, Unmarried, White, Female,0,0,43, United-States, <=50K -33, Private,199170, Some-college,10, Never-married, Craft-repair, Not-in-family, Black, Male,0,0,40, United-States, <=50K -25, Private,470203, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,30, United-States, <=50K -40, Private,266803, Assoc-acdm,12, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, >50K -72,,188009, 7th-8th,4, Divorced,, Not-in-family, White, Male,0,0,30, United-States, <=50K -32, State-gov,513416, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,10, United-States, <=50K -44, Private,98211, Bachelors,13, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,55, United-States, <=50K -48, Private,196107, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,30, United-States, <=50K -17, Private,108273, 10th,6, Never-married, Sales, Own-child, White, Female,0,0,12, United-States, <=50K -50, Private,213290, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,1887,36, United-States, >50K -61, Private,96660, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,15024,0,34, United-States, >50K -22, Local-gov,412316, HS-grad,9, Never-married, Handlers-cleaners, Own-child, Black, Male,0,0,40, United-States, <=50K -17, Private,120068, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,17, United-States, <=50K -49, Self-emp-inc,101722, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -26, Private,120268, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,50, United-States, <=50K -19, State-gov,144429, Some-college,10, Never-married, Prof-specialty, Own-child, White, Male,0,0,10, United-States, <=50K -17, Private,271122, 12th,8, Never-married, Other-service, Own-child, White, Female,0,0,16, United-States, <=50K -38, Private,255621, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -34, Local-gov,90934, Assoc-voc,11, Divorced, Protective-serv, Own-child, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -51, Private,162745, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,7298,0,50, United-States, >50K -48, Private,128460, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,42, United-States, >50K -63, Private,30813, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -19, Private,164585, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,40, United-States, <=50K -73, Private,148003, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,20051,0,36, United-States, >50K -51, Private,215647, HS-grad,9, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,43, United-States, <=50K -38, Private,300975, Masters,14, Married-civ-spouse, Other-service, Husband, Black, Male,0,1485,40,, <=50K -54, Private,421561, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -41, Private,149909, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1848,40, United-States, >50K -65,,240857, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,2377,40, United-States, >50K -36, Self-emp-not-inc,138940, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,4386,0,50, United-States, >50K -42, Private,66755, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, Other, Male,0,0,40, United-States, <=50K -38, Private,103323, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,7688,0,40, United-States, >50K -20,,117222, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -37, State-gov,29145, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -35, State-gov,184659, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1485,40, United-States, >50K -51, Self-emp-not-inc,20795, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,311376, Assoc-voc,11, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -27, State-gov,122660, Bachelors,13, Never-married, Prof-specialty, Own-child, Black, Female,0,0,40, United-States, <=50K -19,,137578, Some-college,10, Never-married,, Own-child, White, Male,0,0,16, United-States, <=50K -37, Private,193689, Assoc-voc,11, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,42, United-States, >50K -29, Private,144556, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, <=50K -33, Private,228696, 1st-4th,2, Married-civ-spouse, Craft-repair, Not-in-family, White, Male,0,2603,32, Mexico, <=50K -60, Private,184183, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Male,4650,0,40, United-States, <=50K -22, Private,243178, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Male,0,0,20, United-States, <=50K -22,,236330, Some-college,10, Never-married,, Own-child, Black, Male,0,1721,20, United-States, <=50K -60, State-gov,190682, Assoc-voc,11, Widowed, Other-service, Not-in-family, Black, Female,0,0,37, United-States, <=50K -35, Private,233786, 11th,7, Separated, Other-service, Unmarried, White, Male,0,0,20, United-States, <=50K -45, Private,102202, Assoc-voc,11, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -30, Private,95299, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Asian-Pac-Islander, Male,0,0,40, Vietnam, >50K -43, Self-emp-inc,240504, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,70, United-States, >50K -32, State-gov,169973, Masters,14, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,38, United-States, <=50K -35, Private,144937, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,42, United-States, <=50K -32, Private,211751, Assoc-voc,11, Divorced, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -61, Private,84587, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, >50K -40, State-gov,150874, Masters,14, Divorced, Exec-managerial, Unmarried, White, Female,1506,0,40, United-States, <=50K -20,,187332, 10th,6, Never-married,, Not-in-family, White, Female,0,0,30, United-States, <=50K -42, Self-emp-inc,188615, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -21, Private,119704, Some-college,10, Never-married, Sales, Unmarried, White, Female,0,0,35, United-States, <=50K -21, Private,275190, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -26, Private,417941, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -36, State-gov,196348, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -24, Private,221955, Bachelors,13, Married-civ-spouse, Sales, Other-relative, White, Male,0,0,40, United-States, <=50K -47, Private,173938, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,57, United-States, >50K -51, Private,123429, Assoc-acdm,12, Divorced, Tech-support, Not-in-family, White, Male,0,0,30, United-States, <=50K -65,,143732, HS-grad,9, Widowed,, Not-in-family, Black, Female,0,0,40, United-States, <=50K -61, Private,203126, Bachelors,13, Divorced, Priv-house-serv, Not-in-family, White, Female,0,0,12,, <=50K -67, Private,174693, Some-college,10, Widowed, Sales, Not-in-family, White, Female,0,0,25, Nicaragua, <=50K -49, Private,357540, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,25, United-States, <=50K -63,,29859, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,1485,40, United-States, >50K -58, Private,314092, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1887,48, United-States, >50K -61, Private,280088, 7th-8th,4, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -36, Private,257380, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,35, United-States, <=50K -19, Private,165306, Some-college,10, Never-married, Tech-support, Other-relative, Asian-Pac-Islander, Male,0,0,40, Vietnam, <=50K -29, Self-emp-not-inc,109001, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, <=50K -43, Private,266439, Bachelors,13, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,1887,40, United-States, >50K -60, Self-emp-not-inc,153356, HS-grad,9, Divorced, Sales, Not-in-family, Black, Male,2597,0,55, United-States, <=50K -21, Private,32950, Some-college,10, Never-married, Sales, Unmarried, White, Male,0,0,40, United-States, <=50K -22, Private,182163, HS-grad,9, Separated, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -33, Private,188246, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,65, United-States, >50K -36, Private,297335, Bachelors,13, Never-married, Sales, Not-in-family, Asian-Pac-Islander, Female,0,0,50, China, <=50K -37, Private,108366, Bachelors,13, Never-married, Transport-moving, Not-in-family, White, Male,0,0,46, United-States, <=50K -35, Private,328301, Assoc-acdm,12, Married-AF-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -17, Private,182158, 10th,6, Never-married, Priv-house-serv, Own-child, White, Male,0,0,30, United-States, <=50K -37, Private,169426, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, >50K -22,,330571, HS-grad,9, Never-married,, Not-in-family, White, Female,0,0,45, United-States, <=50K -28, Private,535978, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -42, Private,29393, Some-college,10, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -57, Self-emp-inc,258883, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,5178,0,60, Hungary, >50K -26, Private,369166, Some-college,10, Never-married, Farming-fishing, Other-relative, White, Female,0,0,65, United-States, <=50K -45, Local-gov,257855, 11th,7, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,50, United-States, <=50K -32, Private,164197, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,44, United-States, >50K -63, Private,109517, Some-college,10, Widowed, Adm-clerical, Unmarried, White, Female,0,0,43, United-States, <=50K -22, Private,112137, Some-college,10, Never-married, Prof-specialty, Other-relative, Asian-Pac-Islander, Female,0,0,20, South, <=50K -36, Private,160035, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -45, State-gov,50567, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, <=50K -34, Self-emp-not-inc,140011, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, >50K -27, State-gov,271328, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,60, United-States, <=50K -20,,183083, Some-college,10, Never-married,, Own-child, White, Female,0,0,20, United-States, <=50K -47, Self-emp-not-inc,159869, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,56, United-States, >50K -46, Private,102542, 7th-8th,4, Never-married, Other-service, Own-child, White, Male,0,0,52, United-States, <=50K -28, Private,297742, Some-college,10, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,40, United-States, <=50K -45, Private,176917, HS-grad,9, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,40, United-States, <=50K -26, Private,165235, Bachelors,13, Never-married, Adm-clerical, Own-child, Asian-Pac-Islander, Female,0,0,40, Thailand, <=50K -32, Self-emp-not-inc,52647, 10th,6, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -30, Local-gov,48542, 12th,8, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -59, Private,279232, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, Puerto-Rico, <=50K -58, State-gov,259929, Doctorate,16, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,43, United-States, >50K -45, Private,221780, Some-college,10, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,30, United-States, <=50K -76, Self-emp-not-inc,253408, Some-college,10, Widowed, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -38, Private,298841, HS-grad,9, Divorced, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -32, Private,321313, Masters,14, Never-married, Sales, Own-child, Black, Male,0,0,40, United-States, <=50K -38, Self-emp-not-inc,64875, HS-grad,9, Divorced, Farming-fishing, Not-in-family, White, Male,0,0,50, United-States, <=50K -30, Private,275232, Assoc-acdm,12, Never-married, Prof-specialty, Unmarried, Black, Female,0,0,36, United-States, <=50K -53, Self-emp-inc,134854, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, Greece, >50K -41, Private,67339, Bachelors,13, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40,, <=50K -27, State-gov,192355, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -44, Local-gov,208528, Assoc-acdm,12, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,30, United-States, <=50K -35, Private,160120, Masters,14, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,50, United-States, >50K -36, Private,250238, 1st-4th,2, Never-married, Other-service, Other-relative, Other, Female,0,0,40, El-Salvador, <=50K -51, Private,25031, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,10, United-States, >50K -42, Local-gov,255847, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -40, Self-emp-not-inc,26892, Bachelors,13, Married-AF-spouse, Prof-specialty, Husband, White, Male,7298,0,50, United-States, >50K -45, Private,111979, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -55, Private,408537, 9th,5, Divorced, Craft-repair, Unmarried, White, Female,99999,0,37, United-States, >50K -36, Private,231037, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -57, Federal-gov,30030, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, >50K -27, Private,292120, HS-grad,9, Divorced, Tech-support, Not-in-family, White, Female,0,0,45, United-States, <=50K -62, Private,138253, Masters,14, Never-married, Handlers-cleaners, Not-in-family, White, Male,4650,0,40, United-States, <=50K -29, Private,190777, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, <=50K -38, Self-emp-not-inc,41591, Bachelors,13, Never-married, Craft-repair, Not-in-family, Amer-Indian-Eskimo, Male,0,0,30, United-States, <=50K -29, Private,186733, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -18,,78567, Some-college,10, Never-married,, Own-child, White, Male,0,0,30, United-States, <=50K -19,,140590, 12th,8, Never-married,, Own-child, Black, Male,0,0,30, United-States, <=50K -32, Local-gov,230912, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,4865,0,40, United-States, <=50K -34, Private,176185, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,1741,40, United-States, <=50K -25, Private,182227, Assoc-acdm,12, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,55, United-States, <=50K -34, Local-gov,205704, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,35, United-States, <=50K -37, State-gov,24342, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,38, United-States, <=50K -37, Private,138192, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -18, Private,334676, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,25, United-States, <=50K -24, Private,177526, Assoc-voc,11, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -17, Private,152696, 12th,8, Never-married, Other-service, Own-child, White, Female,0,0,30, United-States, <=50K -35, Private,114765, Bachelors,13, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -31, Private,265509, Assoc-voc,11, Separated, Tech-support, Unmarried, Black, Female,0,0,32, United-States, <=50K -29, Private,180758, Assoc-acdm,12, Never-married, Craft-repair, Not-in-family, White, Male,0,0,60, United-States, <=50K -49, Self-emp-not-inc,127921, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -71,,177906, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,10, United-States, >50K -35, Federal-gov,182898, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -55, Self-emp-not-inc,422249, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -37, Private,222450, 5th-6th,3, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Mexico, <=50K -33, Local-gov,190027, Some-college,10, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,18, United-States, <=50K -49, Private,281647, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -32, Private,117963, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,45, United-States, <=50K -63,,319121, 11th,7, Separated,, Not-in-family, Black, Male,0,0,40, United-States, <=50K -39, Private,225504, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -42, Local-gov,104334, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, El-Salvador, <=50K -30, State-gov,48214, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,50, United-States, >50K -30, Private,145714, Assoc-voc,11, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -48, Self-emp-inc,38240, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, >50K -57, Self-emp-not-inc,27385, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,10, United-States, <=50K -56, Private,204254, 10th,6, Divorced, Other-service, Unmarried, Black, Female,0,0,45, United-States, <=50K -28, Private,411587, Some-college,10, Never-married, Protective-serv, Own-child, White, Male,0,0,40, Honduras, <=50K -43, Private,221172, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,24, United-States, >50K -46, Private,54190, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -60, Private,93997, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,45, United-States, >50K -50, Local-gov,24139, Masters,14, Divorced, Prof-specialty, Unmarried, White, Female,0,0,65, United-States, <=50K -37, Private,112497, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -41, Private,138907, HS-grad,9, Divorced, Priv-house-serv, Other-relative, Black, Female,0,0,40, United-States, <=50K -38, Private,186325, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,38, United-States, >50K -23, Private,199452, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -59, Private,126677, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -72, Private,107814, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,2329,0,60, United-States, <=50K -47, Local-gov,93618, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,33, United-States, <=50K -29, Private,353352, Assoc-voc,11, Never-married, Craft-repair, Other-relative, White, Male,0,0,40, United-States, <=50K -35, Private,143058, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -24, Private,239663, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,15, United-States, <=50K -22, Private,167615, HS-grad,9, Never-married, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -24, Private,442274, HS-grad,9, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -42, Private,149210, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,7298,0,45, United-States, >50K -55, Federal-gov,174533, Bachelors,13, Separated, Other-service, Unmarried, White, Female,0,0,72,, <=50K -40, State-gov,50093, Masters,14, Divorced, Prof-specialty, Unmarried, White, Female,0,0,20, United-States, <=50K -61, Private,270056, HS-grad,9, Divorced, Adm-clerical, Not-in-family, Asian-Pac-Islander, Female,0,0,40, Japan, <=50K -58, Self-emp-not-inc,131991, Bachelors,13, Never-married, Farming-fishing, Own-child, White, Male,0,0,72, United-States, <=50K -39, State-gov,126336, HS-grad,9, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -45, Self-emp-not-inc,341117, Some-college,10, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, <=50K -25, Private,108505, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,45, United-States, <=50K -69,,106566, Doctorate,16, Married-civ-spouse,, Husband, White, Male,0,0,50, United-States, >50K -36, Private,74791, Bachelors,13, Married-civ-spouse, Sales, Wife, White, Male,0,0,60,, <=50K -34, Private,24266, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,7688,0,40, United-States, >50K -45, Private,267967, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -27,,181284, 12th,8, Married-civ-spouse,, Husband, Black, Male,0,0,45, United-States, <=50K -28, Private,102533, Some-college,10, Separated, Handlers-cleaners, Not-in-family, Black, Male,0,0,40, United-States, <=50K -27, Private,69757, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,60, United-States, <=50K -41, State-gov,210094, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -18, State-gov,389147, HS-grad,9, Never-married, Sales, Not-in-family, Black, Female,0,0,30, United-States, <=50K -44, Private,210648, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -47, Private,94809, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,45, United-States, >50K -36, Local-gov,298717, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -66, Private,236879, Preschool,1, Widowed, Priv-house-serv, Other-relative, White, Female,0,0,40, Guatemala, <=50K -33, Private,170148, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,45, United-States, <=50K -39, Local-gov,166497, HS-grad,9, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, >50K -30, Private,247156, HS-grad,9, Never-married, Transport-moving, Own-child, Black, Male,0,0,40, United-States, <=50K -34, Self-emp-not-inc,204052, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -62, Self-emp-not-inc,122246, Masters,14, Divorced, Prof-specialty, Unmarried, White, Female,0,0,32, United-States, <=50K -21, Private,180339, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,45, United-States, <=50K -50, Self-emp-inc,155574, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,7298,0,50, United-States, >50K -30, Private,114912, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,3103,0,60, United-States, >50K -43, Private,193882, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -19, Private,112269, Some-college,10, Never-married, Other-service, Other-relative, White, Female,0,0,40, United-States, <=50K -26, Federal-gov,171928, Assoc-voc,11, Never-married, Craft-repair, Own-child, White, Male,0,0,50, Japan, <=50K -50, Private,95435, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,1579,65, Canada, <=50K -45, Federal-gov,179638, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, >50K -46, Self-emp-inc,125892, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -17, Private,721712, 10th,6, Never-married, Other-service, Own-child, White, Male,0,0,15, United-States, <=50K -56, Private,197369, 7th-8th,4, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -25, Private,353795, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, Black, Female,3103,0,40, United-States, >50K -47, Private,334679, Masters,14, Separated, Machine-op-inspct, Unmarried, Asian-Pac-Islander, Female,0,0,42, India, <=50K -23, Private,235853, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -51, Self-emp-not-inc,353281, HS-grad,9, Separated, Other-service, Unmarried, White, Female,0,0,20, United-States, <=50K -19, Private,203061, Some-college,10, Never-married, Tech-support, Not-in-family, White, Female,0,0,25, United-States, <=50K -33, Self-emp-not-inc,62932, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,118551, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,80, United-States, <=50K -52, Private,99184, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -36, Private,189674, Some-college,10, Separated, Other-service, Other-relative, Black, Female,0,0,40, United-States, <=50K -34, Private,226883, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -26,,109564, HS-grad,9, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -26, Self-emp-inc,66872, 12th,8, Married-civ-spouse, Sales, Husband, Other, Male,0,0,98, Dominican-Republic, <=50K -35, Local-gov,268292, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -58, Federal-gov,139290, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -32, Private,206541, 11th,7, Divorced, Craft-repair, Own-child, White, Male,0,0,50, United-States, <=50K -23, Private,203139, Some-college,10, Never-married, Other-service, Other-relative, White, Female,0,0,40, United-States, <=50K -28, Self-emp-not-inc,294398, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, Black, Male,0,0,40, United-States, <=50K -20, Private,386864, 10th,6, Never-married, Other-service, Other-relative, White, Male,0,0,35, Mexico, <=50K -17, Private,369909, 10th,6, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -56, Private,89922, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,3103,0,45, United-States, >50K -26, Private,176008, HS-grad,9, Divorced, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -43, State-gov,241506, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,1506,0,36, United-States, <=50K -45, Self-emp-not-inc,174426, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,35, United-States, <=50K -34, Private,167497, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,7688,0,50, United-States, >50K -54, Private,292673, 1st-4th,2, Married-civ-spouse, Other-service, Husband, White, Male,0,0,35, Mexico, <=50K -51, Local-gov,134808, HS-grad,9, Widowed, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -58, Self-emp-not-inc,95763, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -49, Private,83622, Assoc-acdm,12, Separated, Adm-clerical, Not-in-family, White, Female,2597,0,40, United-States, <=50K -21, Private,222490, Assoc-voc,11, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -44, Private,29115, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -26, Private,66638, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, <=50K -39, Private,53926, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -19,,43739, HS-grad,9, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -37, Private,104359, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -49, Private,124604, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,32, United-States, <=50K -45, Private,114797, HS-grad,9, Separated, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -60, Federal-gov,67320, HS-grad,9, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -28, Federal-gov,53147, Bachelors,13, Never-married, Exec-managerial, Not-in-family, Black, Male,0,0,40, United-States, <=50K -23, Private,13769, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, Amer-Indian-Eskimo, Male,0,0,30, United-States, <=50K -44, Private,202872, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,45, United-States, <=50K -19, State-gov,149528, Some-college,10, Never-married, Farming-fishing, Own-child, White, Male,0,0,12, United-States, <=50K -37, Private,132879, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -41, Self-emp-not-inc,112362, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,38, United-States, <=50K -56, Federal-gov,156229, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,40, United-States, >50K -44, Private,131650, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,54, United-States, >50K -30, Private,154568, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,0,36, Vietnam, >50K -23, Private,132300, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -44, Private,124747, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,3103,0,40, United-States, >50K -38, Private,276559, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,70, United-States, >50K -32, Private,106014, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,5178,0,50, United-States, >50K -57, Self-emp-not-inc,135134, Masters,14, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,20, United-States, <=50K -35, Private,86648, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,50, United-States, >50K -48, Self-emp-not-inc,107231, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,99999,0,50, United-States, >50K -32, Local-gov,113838, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,99, United-States, <=50K -76, Federal-gov,25319, Masters,14, Widowed, Prof-specialty, Not-in-family, White, Female,0,0,15, United-States, <=50K -57, Local-gov,190561, HS-grad,9, Divorced, Handlers-cleaners, Not-in-family, Black, Female,0,0,30, United-States, <=50K -58,,150031, Some-college,10, Never-married,, Not-in-family, White, Female,0,0,40, United-States, <=50K -51, Private,48343, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,50, United-States, >50K -50, Private,211116, 10th,6, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,40, United-States, <=50K -38, Private,226311, HS-grad,9, Married-AF-spouse, Other-service, Wife, White, Female,0,0,25, United-States, <=50K -53, Private,283743, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,2002,40, United-States, <=50K -59, Self-emp-not-inc,64102, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,20, United-States, <=50K -23, Private,234663, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -44, Private,247880, Assoc-voc,11, Divorced, Exec-managerial, Not-in-family, White, Male,8614,0,40, United-States, >50K -23, Private,615367, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -23, Private,163090, Assoc-acdm,12, Never-married, Sales, Own-child, White, Male,0,0,20, United-States, <=50K -44, Private,192225, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -30, Private,370183, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,242482, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -46, Private,169953, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -34, Local-gov,144182, Preschool,1, Never-married, Adm-clerical, Own-child, Black, Female,0,0,25, United-States, <=50K -38, Private,125933, Bachelors,13, Separated, Exec-managerial, Not-in-family, White, Male,27828,0,45, United-States, >50K -26, Private,203777, Some-college,10, Never-married, Sales, Not-in-family, Black, Female,0,0,37, United-States, <=50K -39, Private,210991, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,472580, Some-college,10, Never-married, Sales, Own-child, Black, Male,0,0,40, United-States, <=50K -33, State-gov,200289, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,19, India, <=50K -43, Private,289669, Masters,14, Divorced, Prof-specialty, Unmarried, White, Female,0,2547,40, United-States, >50K -30, Private,110622, Bachelors,13, Divorced, Exec-managerial, Not-in-family, Asian-Pac-Islander, Female,0,0,40, China, <=50K -59, State-gov,139616, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -26, Private,39212, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, <=50K -28, Private,51961, Some-college,10, Never-married, Tech-support, Own-child, Black, Male,0,0,24, United-States, <=50K -48, Self-emp-not-inc,117849, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -49, Private,50748, Bachelors,13, Widowed, Prof-specialty, Unmarried, White, Female,1506,0,35, United-States, <=50K -41, Self-emp-not-inc,170214, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,2179,40, United-States, <=50K -20, Private,151790, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,30, United-States, <=50K -49, Private,168211, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -37, State-gov,117651, Bachelors,13, Never-married, Prof-specialty, Other-relative, White, Male,0,0,40, United-States, <=50K -18, Private,157131, 12th,8, Never-married, Sales, Own-child, White, Female,0,0,8, United-States, <=50K -61, Private,225970, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -26, Private,177951, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,48, United-States, <=50K -66, Private,134130, Bachelors,13, Widowed, Other-service, Not-in-family, White, Male,0,0,12, United-States, <=50K -68, Private,191581, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,3273,0,40, United-States, <=50K -27, Local-gov,199172, HS-grad,9, Married-civ-spouse, Protective-serv, Wife, White, Female,0,0,40, United-States, <=50K -66, Self-emp-not-inc,262552, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,7, United-States, <=50K -28, Private,66434, 10th,6, Never-married, Other-service, Unmarried, White, Female,0,0,15, United-States, <=50K -26, Private,77661, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -25,,230856, HS-grad,9, Never-married,, Unmarried, Black, Female,0,0,40, United-States, <=50K -46, Private,192835, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,48, United-States, <=50K -62,,181014, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,200445, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,1974,40, United-States, <=50K -26, Self-emp-not-inc,37918, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Male,0,0,60, United-States, <=50K -40, Private,111020, HS-grad,9, Separated, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -31, Private,244665, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,45, Honduras, <=50K -52, Private,312477, HS-grad,9, Widowed, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -61, Self-emp-not-inc,243493, HS-grad,9, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,12, United-States, <=50K -39, State-gov,152023, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,104193, HS-grad,9, Never-married, Other-service, Own-child, White, Female,114,0,40, United-States, <=50K -47, Private,170850, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,48, United-States, <=50K -33, Private,137088, Bachelors,13, Married-civ-spouse, Machine-op-inspct, Husband, Other, Male,0,0,40, Ecuador, <=50K -17, Private,340557, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,25, United-States, <=50K -26, Private,298225, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,45, United-States, <=50K -25, Private,114150, HS-grad,9, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,40, United-States, <=50K -39, Self-emp-not-inc,194668, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,16, United-States, <=50K -33, Private,188246, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,45, United-States, >50K -46, Federal-gov,330901, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,40, United-States, <=50K -27, Private,80165, Some-college,10, Separated, Adm-clerical, Unmarried, White, Female,0,0,20, United-States, <=50K -48, Private,83444, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,7298,0,40, United-States, >50K -29, Self-emp-not-inc,85572, 11th,7, Married-civ-spouse, Other-service, Wife, White, Female,0,0,5, United-States, <=50K -40, Private,116632, Bachelors,13, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -24, Private,139989, Bachelors,13, Never-married, Sales, Own-child, Black, Male,0,0,40, United-States, <=50K -55, Private,135803, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Other, Male,0,1579,35, India, <=50K -56, Private,75785, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -25, Private,248612, Assoc-acdm,12, Never-married, Craft-repair, Not-in-family, White, Male,0,0,30, United-States, <=50K -36, Private,28572, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -26, Self-emp-not-inc,31143, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -37, Private,216924, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,44, United-States, >50K -36, Private,549174, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -23, Self-emp-not-inc,111296, 11th,7, Never-married, Craft-repair, Own-child, White, Male,0,0,50, Mexico, <=50K -25, Private,208881, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -36, State-gov,243666, HS-grad,9, Divorced, Adm-clerical, Own-child, Black, Female,0,0,40, United-States, <=50K -37, Self-emp-not-inc,327164, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,70,, <=50K -39, Self-emp-inc,131288, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,5178,0,48, United-States, >50K -35, Private,257416, Assoc-voc,11, Never-married, Craft-repair, Own-child, Black, Male,0,0,40, United-States, <=50K -33, Private,215288, 11th,7, Never-married, Handlers-cleaners, Own-child, Black, Male,0,0,40, United-States, <=50K -31, Private,58582, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,46, United-States, <=50K -49, Private,199378, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,22, United-States, <=50K -34, Self-emp-not-inc,114185, Bachelors,13, Divorced, Transport-moving, Not-in-family, White, Male,0,0,50,, <=50K -40, Private,137421, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Asian-Pac-Islander, Male,0,0,60, Trinadad&Tobago, <=50K -27, Private,216481, Some-college,10, Widowed, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -50, Self-emp-not-inc,196504, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,23, United-States, <=50K -38, Private,357870, 12th,8, Never-married, Machine-op-inspct, Not-in-family, Black, Female,0,0,50, United-States, <=50K -55, State-gov,256335, Bachelors,13, Divorced, Exec-managerial, Unmarried, Black, Male,0,0,40, United-States, <=50K -49, Self-emp-not-inc,168191, 7th-8th,4, Married-civ-spouse, Other-service, Husband, White, Male,0,0,70, Italy, <=50K -40, Private,215596, Bachelors,13, Married-spouse-absent, Other-service, Not-in-family, Other, Male,0,0,40, Mexico, <=50K -42, Private,184682, Assoc-voc,11, Divorced, Tech-support, Not-in-family, White, Female,0,0,30, United-States, <=50K -51, Private,171914, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -27, Private,288229, Bachelors,13, Never-married, Adm-clerical, Own-child, Asian-Pac-Islander, Female,0,0,50, Laos, <=50K -30, State-gov,144064, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -70,,54849, Doctorate,16, Married-civ-spouse,, Husband, White, Male,0,0,20, United-States, >50K -40, Private,141583, 10th,6, Never-married, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -43, Self-emp-not-inc,180985, Bachelors,13, Separated, Craft-repair, Unmarried, White, Male,0,0,35, United-States, <=50K -24, Private,148709, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -22,,174626, 7th-8th,4, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -38, Private,184801, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -52, Private,89054, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,147284, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -33, Private,169973, Assoc-voc,11, Separated, Protective-serv, Not-in-family, White, Female,0,0,40, United-States, <=50K -21, Private,222993, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -27, Private,41099, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -31, Private,33117, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -29, Private,162551, Masters,14, Married-civ-spouse, Prof-specialty, Wife, Asian-Pac-Islander, Female,0,0,40, Hong, >50K -49, Private,122066, 5th-6th,3, Married-civ-spouse, Other-service, Husband, White, Male,0,2603,40, Greece, <=50K -61,,42938, Bachelors,13, Never-married,, Not-in-family, White, Male,0,0,7, United-States, >50K -46, Private,389843, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, Germany, >50K -37, Private,138940, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -56, Federal-gov,141877, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -37, Private,172722, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -26, Self-emp-not-inc,118523, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,227886, Some-college,10, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,35, United-States, <=50K -36, Private,80743, HS-grad,9, Married-civ-spouse, Other-service, Wife, Asian-Pac-Islander, Female,0,0,40, South, <=50K -52, Private,199688, 10th,6, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,45, United-States, <=50K -40, Private,225823, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,60, United-States, <=50K -21, Private,176486, HS-grad,9, Married-spouse-absent, Exec-managerial, Other-relative, White, Female,0,0,60, United-States, <=50K -63, Private,175777, 10th,6, Separated, Machine-op-inspct, Not-in-family, Black, Male,0,0,40, United-States, <=50K -30, Private,295010, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -30, Private,437825, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,20, Peru, <=50K -50, Private,270194, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -41, Private,242089, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -39, Self-emp-inc,117555, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -23, Private,146499, HS-grad,9, Separated, Machine-op-inspct, Unmarried, White, Female,0,0,48, United-States, <=50K -52, Private,222405, HS-grad,9, Married-civ-spouse, Sales, Husband, Black, Male,0,2377,40, United-States, <=50K -17,,216595, 11th,7, Never-married,, Own-child, Black, Female,0,0,20, United-States, <=50K -46, Private,157991, Assoc-voc,11, Divorced, Tech-support, Unmarried, Black, Female,0,625,40, United-States, <=50K -26, Private,373553, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,42, United-States, <=50K -30, Private,194827, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1740,40, United-States, <=50K -23, Private,60331, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -21, State-gov,96483, Some-college,10, Never-married, Adm-clerical, Own-child, Asian-Pac-Islander, Female,0,0,12, United-States, <=50K -39, Private,211154, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,55, United-States, <=50K -37, Local-gov,247750, Assoc-voc,11, Married-civ-spouse, Protective-serv, Husband, Black, Male,0,0,40, United-States, <=50K -40, Self-emp-not-inc,204235, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,99999,0,50, United-States, >50K -38, Private,197113, Some-college,10, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,20, United-States, <=50K -47, Private,178341, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,4064,0,60, United-States, <=50K -20, Private,293297, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,35, United-States, <=50K -35, Private,35330, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -62, State-gov,202056, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Male,14084,0,40, United-States, >50K -32, Private,61898, 11th,7, Divorced, Other-service, Unmarried, White, Female,0,0,15, United-States, <=50K -42, Self-emp-inc,1097453, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -32, Private,176992, 10th,6, Never-married, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -27, Private,295289, Some-college,10, Never-married, Other-service, Own-child, Black, Female,0,0,30, United-States, <=50K -53, Self-emp-inc,298215, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -28, Self-emp-not-inc,209934, 5th-6th,3, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,25, Mexico, <=50K -26, Private,164938, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -47, Private,423222, Prof-school,15, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -23, Private,124259, Some-college,10, Never-married, Protective-serv, Own-child, Black, Female,0,0,40, United-States, <=50K -70, Self-emp-inc,232871, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,30, United-States, <=50K -41, State-gov,73199, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -43, State-gov,27661, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,45, United-States, <=50K -65, Private,461715, HS-grad,9, Divorced, Sales, Unmarried, White, Female,0,0,25,, <=50K -40, Self-emp-not-inc,89413, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1672,40, United-States, <=50K -64, Self-emp-not-inc,31826, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -40, Private,279679, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,45, United-States, <=50K -43, Private,221172, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,35, United-States, <=50K -50, Federal-gov,222020, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,48, United-States, <=50K -19,,181265, Some-college,10, Never-married,, Own-child, White, Female,0,0,30, United-States, <=50K -32, Self-emp-not-inc,261056, Bachelors,13, Never-married, Prof-specialty, Own-child, Black, Female,2174,0,60,, <=50K -32, Private,204792, 11th,7, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,384508, 11th,7, Divorced, Sales, Unmarried, White, Male,1506,0,50, Mexico, <=50K -41, Private,288568, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -30, Private,182714, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, England, <=50K -20, Private,471452, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,30, United-States, <=50K -45, State-gov,264052, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,146659, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,50, United-States, >50K -24, Private,203027, Assoc-acdm,12, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -43, Private,218309, Bachelors,13, Divorced, Sales, Not-in-family, White, Female,0,0,50, United-States, <=50K -28, Private,133625, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, <=50K -35, Private,45937, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -36,,389850, HS-grad,9, Married-spouse-absent,, Unmarried, Black, Male,0,0,50, United-States, <=50K -38, Federal-gov,201617, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -32, Local-gov,114733, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,0,35, United-States, <=50K -50, State-gov,97778, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,149507, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, >50K -35, Private,82622, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -30, Private,48014, Masters,14, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, France, <=50K -61, State-gov,162678, 5th-6th,3, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,213842, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Male,0,0,38, United-States, <=50K -61, Private,221447, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, Black, Female,0,0,40, United-States, <=50K -18, Private,426836, 5th-6th,3, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,40, Mexico, <=50K -31, Local-gov,206609, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -31, Private,50276, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,60, United-States, <=50K -20, Private,180497, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Female,0,0,40, United-States, <=50K -35, Private,220585, 12th,8, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,202752, HS-grad,9, Never-married, Craft-repair, Not-in-family, Black, Male,0,0,40, United-States, <=50K -43, Private,75993, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,7688,0,40, United-States, >50K -18, Private,170544, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,20, United-States, <=50K -55, Private,115439, Prof-school,15, Married-civ-spouse, Exec-managerial, Husband, White, Male,99999,0,40, United-States, >50K -59, Private,24384, HS-grad,9, Widowed, Priv-house-serv, Not-in-family, White, Female,0,0,40, United-States, <=50K -21, Private,209067, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -22, Private,65225, 10th,6, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -60, Federal-gov,27466, Some-college,10, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,40, England, <=50K -49, Federal-gov,179869, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -21, Private,442131, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Female,0,0,40, United-States, <=50K -61, Private,243283, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -64, Private,316627, 5th-6th,3, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -63, Private,208862, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -27, Federal-gov,38645, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -23, Private,141272, Bachelors,13, Never-married, Other-service, Own-child, Black, Female,0,0,30, United-States, <=50K -41, State-gov,29324, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,45, United-States, <=50K -18,,348588, 12th,8, Never-married,, Own-child, Black, Male,0,0,25, United-States, <=50K -40, Private,124747, HS-grad,9, Married-civ-spouse, Craft-repair, Wife, White, Female,7298,0,40, United-States, >50K -55, Self-emp-not-inc,477867, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -17, Private,218361, 10th,6, Never-married, Other-service, Own-child, White, Female,0,1602,12, United-States, <=50K -34, Self-emp-not-inc,156809, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,1504,60, United-States, <=50K -24, Private,267945, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -30, Private,35724, Prof-school,15, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,45, United-States, >50K -29, Private,187188, Masters,14, Never-married, Exec-managerial, Not-in-family, Asian-Pac-Islander, Male,0,0,60, United-States, <=50K -52, Private,155983, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -57, Federal-gov,414994, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -38, Private,103474, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Female,0,0,45, United-States, <=50K -43, Private,211128, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, >50K -61, Private,203445, Some-college,10, Widowed, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -38, Private,38312, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,65, United-States, >50K -51, Private,178241, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, >50K -40, Private,260761, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, Mexico, <=50K -41, Local-gov,36924, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -19, Private,292590, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -28, Private,461929, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, Mexico, <=50K -59, Private,189664, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -32, State-gov,190577, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -31, Private,344200, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -30, Private,337494, Assoc-acdm,12, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,48, United-States, <=50K -54, Self-emp-not-inc,52634, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,194901, Assoc-voc,11, Separated, Craft-repair, Not-in-family, White, Male,0,2444,42, United-States, >50K -20, Private,170091, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,10, United-States, <=50K -27,,189399, Some-college,10, Divorced,, Not-in-family, White, Female,0,0,40, United-States, <=50K -32, Self-emp-not-inc,205072, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,48, United-States, <=50K -35, Private,310290, HS-grad,9, Married-civ-spouse, Transport-moving, Wife, Black, Female,0,0,40, United-States, <=50K -27, Private,134048, 11th,7, Never-married, Craft-repair, Not-in-family, White, Male,0,0,45, United-States, <=50K -40, Private,91959, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,46, United-States, >50K -34, Private,153942, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -34, Local-gov,234096, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -38, Private,185330, Some-college,10, Never-married, Craft-repair, Own-child, White, Female,0,0,25, United-States, <=50K -28, Private,163772, HS-grad,9, Married-civ-spouse, Other-service, Husband, Other, Male,0,0,40, United-States, <=50K -65, Private,83800, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,27, United-States, <=50K -61, Private,139391, Some-college,10, Never-married, Tech-support, Own-child, White, Male,0,0,16, United-States, <=50K -18, Private,478380, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,25, United-States, <=50K -35, Self-emp-inc,186845, Bachelors,13, Married-civ-spouse, Sales, Own-child, White, Male,5178,0,50, United-States, >50K -45, Private,262802, Bachelors,13, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -68,,152157, HS-grad,9, Widowed,, Not-in-family, White, Female,0,0,20, United-States, <=50K -25, Private,114483, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -48, Private,118023, Prof-school,15, Divorced, Sales, Not-in-family, White, Male,0,0,13, United-States, <=50K -19, Private,220101, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -43, Private,219424, Bachelors,13, Never-married, Exec-managerial, Not-in-family, Black, Female,0,0,50, United-States, >50K -54, Private,186117, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -47, Self-emp-not-inc,479611, Bachelors,13, Divorced, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -25, Private,80312, Assoc-voc,11, Never-married, Adm-clerical, Not-in-family, White, Female,4865,0,40, United-States, <=50K -30, Private,108386, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -67,,125926, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,8, United-States, <=50K -35, Private,177102, HS-grad,9, Divorced, Handlers-cleaners, Unmarried, White, Female,0,0,40, United-States, <=50K -26, Private,190762, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,18, United-States, <=50K -61, Private,180632, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -54, Private,88019, HS-grad,9, Divorced, Other-service, Unmarried, White, Male,0,0,32, United-States, <=50K -50, Private,135339, 12th,8, Married-civ-spouse, Sales, Husband, Asian-Pac-Islander, Male,0,0,40, Cambodia, >50K -32, Private,100662, 9th,5, Separated, Machine-op-inspct, Unmarried, White, Female,0,0,40, Columbia, <=50K -34, Private,183557, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,25, United-States, <=50K -36, Private,160035, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -50, Private,306790, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -28, Private,269246, 11th,7, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,308334, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,19, United-States, <=50K -58, Private,215190, 11th,7, Married-civ-spouse, Other-service, Husband, White, Male,0,0,20, United-States, <=50K -27, Private,419146, 5th-6th,3, Never-married, Other-service, Not-in-family, White, Male,0,0,75, Mexico, <=50K -62, Private,176839, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,38, United-States, <=50K -36, Self-emp-inc,184456, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Male,27828,0,55, United-States, >50K -21, Local-gov,309348, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,594,0,4, United-States, <=50K -41, Private,56795, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,45, England, <=50K -28, Private,201861, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, <=50K -33, Private,179509, Bachelors,13, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -54, Private,291755, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -19, Private,243941, Some-college,10, Never-married, Sales, Own-child, Amer-Indian-Eskimo, Female,0,1721,25, United-States, <=50K -76, Self-emp-not-inc,117169, 7th-8th,4, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,30, United-States, <=50K -25,,100903, Bachelors,13, Married-civ-spouse,, Wife, White, Female,0,0,25, United-States, <=50K -34, Private,159322, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -40, Private,262872, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -22, Private,187052, 11th,7, Never-married, Sales, Unmarried, White, Female,0,0,30, United-States, <=50K -17, Private,277583, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,15, United-States, <=50K -55, Private,169071, Some-college,10, Divorced, Other-service, Not-in-family, White, Female,0,0,20, United-States, <=50K -51, Local-gov,96190, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -26, Private,61603, 5th-6th,3, Married-civ-spouse, Handlers-cleaners, Husband, Other, Male,0,0,40, Mexico, <=50K -44, Private,43711, Bachelors,13, Never-married, Other-service, Not-in-family, White, Male,0,0,48, United-States, <=50K -65,,197883, 10th,6, Married-civ-spouse,, Husband, White, Male,0,0,70, United-States, <=50K -54, Private,99434, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -34, Self-emp-not-inc,177639, Assoc-acdm,12, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -42, Private,201723, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Male,0,0,40, United-States, <=50K -26, Private,222248, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,70, United-States, <=50K -39, Private,86143, 5th-6th,3, Married-civ-spouse, Other-service, Husband, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -46,,228620, 11th,7, Widowed,, Unmarried, Black, Female,0,0,40, United-States, <=50K -34, Private,346034, Bachelors,13, Never-married, Other-service, Not-in-family, White, Male,0,0,40, El-Salvador, <=50K -59, Private,87510, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -20, Private,37932, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,50, United-States, <=50K -34, Private,185063, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, >50K -62,,125493, HS-grad,9, Married-civ-spouse,, Wife, White, Female,5178,0,40, Scotland, >50K -51, Private,159755, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,20, United-States, <=50K -34, Private,108837, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, >50K -47, Private,110669, Bachelors,13, Separated, Prof-specialty, Unmarried, White, Female,0,0,50, United-States, <=50K -21,,220115, Some-college,10, Never-married,, Own-child, White, Male,0,0,20, United-States, <=50K -30, Self-emp-not-inc,45427, Assoc-voc,11, Divorced, Craft-repair, Not-in-family, White, Male,0,0,49, United-States, <=50K -38, Private,154669, HS-grad,9, Separated, Sales, Not-in-family, White, Male,0,0,60, United-States, <=50K -45, Private,261278, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, Asian-Pac-Islander, Female,5178,0,40, Philippines, >50K -23, Private,71864, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,35, United-States, <=50K -34, Private,173495, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, United-States, >50K -22, Private,254293, 12th,8, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -31, Private,111883, HS-grad,9, Never-married, Craft-repair, Other-relative, White, Male,0,0,40, United-States, <=50K -50, Private,146429, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -19, Private,472807, 1st-4th,2, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,52, Mexico, <=50K -28, Private,285294, Bachelors,13, Married-civ-spouse, Sales, Wife, Black, Female,15024,0,45, United-States, >50K -23, Private,184665, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,50, United-States, <=50K -35, Private,205852, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,83879, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, <=50K -27, Private,178564, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,30, United-States, <=50K -46, Self-emp-inc,168796, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, <=50K -27, Private,269444, HS-grad,9, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -25, Private,47353, 10th,6, Married-civ-spouse, Other-service, Wife, White, Female,0,0,40, United-States, <=50K -34, Self-emp-inc,29254, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,70, United-States, <=50K -33, Private,155343, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, White, Male,0,0,40, United-States, <=50K -36, Private,234271, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Female,0,0,40, United-States, <=50K -30, Private,257849, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, United-States, <=50K -23, Private,228230, Some-college,10, Married-civ-spouse, Sales, Wife, White, Female,0,0,47, United-States, <=50K -36, Private,227615, 5th-6th,3, Married-spouse-absent, Craft-repair, Other-relative, White, Male,0,0,32, Mexico, <=50K -29, Private,406826, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,45, United-States, <=50K -50, Self-emp-not-inc,27539, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,7688,0,40, United-States, >50K -19, Private,97261, 12th,8, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -20,,232022, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -52, Federal-gov,168539, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -20, Private,515797, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,351381, Assoc-voc,11, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -34, Private,161018, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, >50K -60, Private,26721, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -19, Private,164123, 11th,7, Never-married, Other-service, Not-in-family, Black, Male,0,0,40, United-States, <=50K -59, Self-emp-not-inc,98418, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,20, United-States, <=50K -36, Private,29814, HS-grad,9, Never-married, Transport-moving, Other-relative, White, Male,0,0,50, United-States, <=50K -25, Private,254613, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, Cuba, <=50K -49, Private,207677, 7th-8th,4, Divorced, Craft-repair, Not-in-family, White, Male,0,0,70, United-States, <=50K -25, Self-emp-not-inc,217030, HS-grad,9, Never-married, Other-service, Unmarried, White, Female,0,0,30, United-States, <=50K -50, Private,171199, 11th,7, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -44, Private,198270, Assoc-acdm,12, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,43, United-States, <=50K -28,,131310, HS-grad,9, Separated,, Unmarried, White, Female,0,0,40, United-States, <=50K -33, Private,79923, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,20, United-States, <=50K -40, Self-emp-inc,475322, Bachelors,13, Separated, Craft-repair, Own-child, White, Male,0,0,50, United-States, <=50K -56, Private,134286, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -56, Self-emp-not-inc,73746, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -23, Private,125525, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,42, United-States, <=50K -38,,155676, HS-grad,9, Divorced,, Unmarried, Black, Female,0,0,40, United-States, <=50K -21, Private,304949, Some-college,10, Never-married, Prof-specialty, Own-child, White, Female,0,0,10, United-States, <=50K -67, Private,150516, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,24, United-States, <=50K -54, State-gov,249096, Assoc-voc,11, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -50, Local-gov,164127, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Female,0,0,40, United-States, <=50K -59, Private,304779, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,157043, 11th,7, Widowed, Handlers-cleaners, Unmarried, Black, Female,0,0,40, United-States, <=50K -30, Private,396538, HS-grad,9, Separated, Exec-managerial, Unmarried, White, Female,0,0,29, United-States, <=50K -42, Private,510072, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -64,,200017, HS-grad,9, Widowed,, Not-in-family, White, Female,0,0,20, United-States, <=50K -61,,60641, Bachelors,13, Never-married,, Not-in-family, White, Female,0,0,45, United-States, <=50K -26, Private,89326, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -47, Private,200471, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Husband, White, Male,4064,0,40, United-States, <=50K -78, Self-emp-not-inc,82815, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,3, United-States, >50K -24, Self-emp-not-inc,117210, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -27, Private,202206, 11th,7, Separated, Farming-fishing, Other-relative, White, Male,0,0,40, Puerto-Rico, <=50K -51, Private,123429, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -46, Private,353512, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -55, Self-emp-not-inc,26683, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -20, Private,204641, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -30, Private,225053, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -36,,98776, Some-college,10, Never-married,, Not-in-family, White, Male,0,0,30, United-States, <=50K -19, Private,263932, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -30, Private,108247, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -31, Self-emp-not-inc,369648, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, >50K -26, Private,339324, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,96, United-States, <=50K -59,,145574, Assoc-acdm,12, Married-civ-spouse,, Husband, White, Male,0,0,35, United-States, >50K -53, Private,317313, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, >50K -24, Local-gov,162919, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -24, Private,186314, Some-college,10, Separated, Prof-specialty, Own-child, White, Male,0,0,54, United-States, <=50K -36, Private,254202, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,50, United-States, <=50K -39, Private,108140, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -53, Private,287317, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, Black, Male,0,0,32, United-States, <=50K -75, Self-emp-inc,81534, HS-grad,9, Widowed, Sales, Other-relative, Asian-Pac-Islander, Male,0,0,35, United-States, >50K -36, Private,35945, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -46, Self-emp-inc,204928, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -56, Self-emp-inc,208809, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,1902,40, United-States, >50K -29, Private,133625, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,0,0,40, United-States, <=50K -60, Private,71683, 9th,5, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,49, United-States, <=50K -58, Private,570562, HS-grad,9, Widowed, Sales, Not-in-family, White, Male,0,0,38, United-States, <=50K -67, Self-emp-not-inc,36876, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,55, United-States, <=50K -35, Private,253006, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,38, United-States, >50K -39, Self-emp-not-inc,50096, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,80, United-States, <=50K -37, Private,336880, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -54,,135840, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,50, United-States, <=50K -63, Self-emp-not-inc,168048, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,30, United-States, <=50K -47, Private,187969, 11th,7, Divorced, Other-service, Not-in-family, White, Female,0,0,38, United-States, <=50K -23, Private,117363, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -55, Private,256526, HS-grad,9, Separated, Machine-op-inspct, Not-in-family, White, Male,4865,0,45, United-States, <=50K -49, Private,304416, 11th,7, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, United-States, <=50K -39, Private,248011, Assoc-voc,11, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,5178,0,40, United-States, >50K -23, Private,229826, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -19, Private,159796, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,12, United-States, <=50K -44, Private,165346, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -25, Private,25386, Assoc-voc,11, Never-married, Other-service, Unmarried, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -35, Private,491000, Assoc-voc,11, Divorced, Prof-specialty, Own-child, Black, Male,0,0,40, United-States, <=50K -23, Local-gov,247731, HS-grad,9, Divorced, Adm-clerical, Own-child, White, Female,0,0,40, Cuba, <=50K -48, Private,180532, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -48, Private,189462, Some-college,10, Divorced, Handlers-cleaners, Own-child, White, Male,2176,0,40, United-States, <=50K -44, Private,419134, HS-grad,9, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -55, Self-emp-not-inc,170166, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,25, United-States, <=50K -33, Self-emp-not-inc,173495, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -18, Private,423024, 12th,8, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,20, United-States, <=50K -24, Private,72119, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Male,2202,0,30, United-States, <=50K -32, Local-gov,19302, Assoc-acdm,12, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,56, England, >50K -24, State-gov,257621, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,20, United-States, <=50K -44, Self-emp-inc,118212, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,99999,0,70, United-States, >50K -27, Private,259840, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,45, United-States, <=50K -39, Private,115289, Assoc-acdm,12, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, France, >50K -26, Local-gov,159662, 10th,6, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,379798, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -38, Private,227945, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,65, United-States, >50K -41, State-gov,36999, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,75, United-States, >50K -73,,131982, Bachelors,13, Married-civ-spouse,, Husband, Asian-Pac-Islander, Male,0,0,5, Vietnam, <=50K -32, Self-emp-inc,124052, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -56, Local-gov,273084, Masters,14, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,40, United-States, >50K -59, Private,170104, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,50, United-States, >50K -44, Private,96249, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -35, Private,140915, Bachelors,13, Never-married, Sales, Own-child, Asian-Pac-Islander, Male,0,1590,40, South, <=50K -52, Private,230657, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Other, Male,3781,0,40, Columbia, <=50K -30, Private,195576, Some-college,10, Never-married, Prof-specialty, Own-child, White, Male,3325,0,50, United-States, <=50K -23, Private,117767, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -43, Private,112763, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Female,8614,0,43, United-States, >50K -61, Private,79827, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -38, Private,103925, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Female,0,0,35, United-States, <=50K -68, Private,161744, 10th,6, Married-civ-spouse, Sales, Husband, White, Male,0,0,16, United-States, <=50K -41, Private,106679, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Male,27828,0,50, United-States, >50K -42, Self-emp-not-inc,196514, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -48,,61985, 9th,5, Separated,, Not-in-family, Amer-Indian-Eskimo, Female,0,0,20, United-States, <=50K -19, Private,157605, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -31, Private,137367, 11th,7, Married-spouse-absent, Handlers-cleaners, Not-in-family, Asian-Pac-Islander, Male,0,0,40, India, <=50K -40, Self-emp-inc,110862, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,2377,50, United-States, <=50K -32, Private,74883, Bachelors,13, Never-married, Tech-support, Not-in-family, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -51, Self-emp-inc,98642, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Male,14084,0,40, United-States, >50K -44, Local-gov,144778, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -23, Private,177787, Bachelors,13, Never-married, Sales, Own-child, White, Female,0,0,30, England, <=50K -30,,103651, 11th,7, Married-civ-spouse,, Husband, White, Male,0,0,35, United-States, <=50K -44, Private,162108, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,45, United-States, <=50K -24, Private,217602, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -34, Private,473133, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -17, Private,113301, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,12,, <=50K -61, Private,80896, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,45, India, >50K -30, Local-gov,168387, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -45, Private,38950, Bachelors,13, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -22, Private,107801, Assoc-voc,11, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -49, Private,191277, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,205359, Assoc-acdm,12, Widowed, Adm-clerical, Unmarried, White, Female,0,0,45, United-States, <=50K -39,,240226, HS-grad,9, Married-civ-spouse,, Husband, Black, Male,0,0,40, United-States, <=50K -34, Private,203357, Some-college,10, Never-married, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -52, Local-gov,153064, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -24, Private,202959, Assoc-voc,11, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Private,105150, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -19, Private,238474, 11th,7, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -24, Private,1085515, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -25, Private,82560, Assoc-acdm,12, Never-married, Other-service, Own-child, White, Male,0,0,43, United-States, <=50K -71, Private,55965, 7th-8th,4, Widowed, Transport-moving, Not-in-family, White, Male,0,0,10, United-States, <=50K -27, Private,161087, HS-grad,9, Married-civ-spouse, Prof-specialty, Wife, Black, Female,0,0,40, United-States, <=50K -28, Private,261278, Assoc-voc,11, Never-married, Tech-support, Not-in-family, Black, Female,0,0,40, United-States, <=50K -54, Private,182187, Assoc-voc,11, Married-civ-spouse, Protective-serv, Husband, Black, Male,15024,0,38, Jamaica, >50K -18, Private,138917, 11th,7, Never-married, Sales, Own-child, Black, Female,0,0,10, United-States, <=50K -49, Private,200198, HS-grad,9, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,40, United-States, <=50K -36, Private,205359, HS-grad,9, Married-spouse-absent, Other-service, Unmarried, White, Female,0,0,25, United-States, <=50K -57, Private,250201, HS-grad,9, Widowed, Transport-moving, Unmarried, White, Male,0,0,50, United-States, <=50K -56, Federal-gov,67153, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, Portugal, >50K -17, Private,244523, 10th,6, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -30, Private,236599, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -41, Private,108713, 10th,6, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -26, Private,177147, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -61, Private,129246, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, United-States, <=50K -50,,222381, Some-college,10, Divorced,, Unmarried, White, Male,0,0,40, United-States, <=50K -24, Private,145111, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,45, United-States, <=50K -44, Private,62258, 11th,7, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, State-gov,108293, Masters,14, Never-married, Prof-specialty, Other-relative, White, Female,0,0,40, United-States, <=50K -61,,167284, 7th-8th,4, Widowed,, Not-in-family, Black, Female,0,0,40, United-States, <=50K -25, Private,97789, Bachelors,13, Never-married, Sales, Own-child, White, Male,0,0,50, United-States, <=50K -34, Private,111415, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,70, United-States, <=50K -38, Private,374524, Some-college,10, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -42, Private,287244, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, <=50K -17,,341395, 10th,6, Never-married,, Own-child, Black, Male,0,0,20, United-States, <=50K -48, Private,278039, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,98360, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -52, Private,317032, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -55, State-gov,294395, Assoc-voc,11, Widowed, Prof-specialty, Unmarried, White, Female,6849,0,40, United-States, <=50K -41, Self-emp-not-inc,240900, HS-grad,9, Divorced, Farming-fishing, Other-relative, White, Male,0,0,20, United-States, <=50K -45, Private,32896, 5th-6th,3, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,35, United-States, <=50K -49, Private,97411, 7th-8th,4, Never-married, Machine-op-inspct, Not-in-family, Asian-Pac-Islander, Male,0,0,45, Laos, <=50K -19, Private,72355, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,20, United-States, <=50K -39, Private,342448, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,45, United-States, <=50K -43, Private,187702, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,2174,0,45, United-States, <=50K -42, Private,303388, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,65, United-States, <=50K -17, Private,112291, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,12, United-States, <=50K -30, Private,208668, Assoc-acdm,12, Never-married, Prof-specialty, Not-in-family, Black, Female,0,0,25, United-States, <=50K -61, Local-gov,28375, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,70, United-States, <=50K -48, Private,207277, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,40, United-States, >50K -60,,88675, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -57, Private,47857, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -27, Private,372500, 5th-6th,3, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,45, Mexico, <=50K -24, Private,190968, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,48, United-States, <=50K -41, Private,37997, 12th,8, Divorced, Transport-moving, Not-in-family, White, Male,0,0,84, United-States, >50K -42, Private,257328, HS-grad,9, Widowed, Transport-moving, Unmarried, White, Male,0,0,40, United-States, <=50K -34, Private,127610, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,15, United-States, <=50K -22,,139324, 9th,5, Never-married,, Unmarried, Black, Female,0,0,36, United-States, <=50K -47, Private,164423, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,43, United-States, <=50K -50, Private,104501, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,1980,40, United-States, <=50K -30, Private,56121, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -38, Private,296212, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -31, Private,157640, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, >50K -44, Private,222504, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,45, United-States, >50K -34, Private,261023, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1651,38, United-States, <=50K -52, Private,146567, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, Black, Male,14344,0,40, United-States, >50K -34, Private,116910, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -31, Private,132601, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -68, Private,185537, Some-college,10, Divorced, Sales, Not-in-family, White, Female,0,0,20, United-States, <=50K -22, Private,500720, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, Mexico, <=50K -42, Private,182108, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,35, United-States, <=50K -37, Private,231491, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, <=50K -36, Self-emp-not-inc,239415, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,35, United-States, <=50K -38, Private,179262, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,30, United-States, <=50K -72, Without-pay,121004, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,55, United-States, <=50K -40, Private,252392, 5th-6th,3, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, Mexico, <=50K -19, Private,163578, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,30, United-States, <=50K -55, Private,143266, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, Hungary, >50K -30, Private,285902, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -52, Private,113094, Bachelors,13, Separated, Adm-clerical, Unmarried, White, Female,0,1092,40, United-States, <=50K -29, Private,278637, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,3103,0,45, United-States, >50K -41, Private,174540, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,4, United-States, <=50K -29, Private,188729, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,45, United-States, <=50K -24, Private,72143, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,20, United-States, <=50K -46, Self-emp-not-inc,328216, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -44, Private,165815, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -17, Private,317702, 10th,6, Never-married, Sales, Own-child, Black, Female,0,0,15, United-States, <=50K -35, Private,215323, Assoc-voc,11, Divorced, Other-service, Unmarried, White, Female,0,0,35, United-States, <=50K -38, Private,192939, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -36, Private,156352, 9th,5, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -24, Private,155066, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,60, United-States, <=50K -38, Self-emp-not-inc,152621, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,99, United-States, <=50K -19, Private,298891, 11th,7, Never-married, Sales, Not-in-family, White, Female,0,0,40, Honduras, <=50K -30, Private,193298, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, <=50K -36, Local-gov,150309, Assoc-voc,11, Married-civ-spouse, Transport-moving, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -27, Private,384308, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,45, United-States, <=50K -27, Private,305647, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -66,,182378, 7th-8th,4, Married-civ-spouse,, Husband, White, Male,0,0,30, United-States, <=50K -65, Federal-gov,23494, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,2174,40, United-States, >50K -37, Private,421633, Masters,14, Never-married, Exec-managerial, Not-in-family, Black, Female,0,0,40, United-States, >50K -17, Private,57723, 11th,7, Never-married, Sales, Own-child, White, Male,0,0,30, United-States, <=50K -19,,307837, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -57, Private,103540, 5th-6th,3, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,50, United-States, <=50K -54, Self-emp-not-inc,136224, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,30, United-States, <=50K -21, Private,231573, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -43, Private,242804, HS-grad,9, Separated, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -50, Private,163671, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,287701, 11th,7, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,48, United-States, >50K -31, Private,187560, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,40, United-States, >50K -41, Private,222504, Prof-school,15, Divorced, Prof-specialty, Unmarried, White, Female,0,0,38, United-States, <=50K -20, Private,41356, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -28, Private,59335, Bachelors,13, Married-civ-spouse, Adm-clerical, Other-relative, White, Female,0,0,15, United-States, <=50K -62, Private,84756, 9th,5, Married-civ-spouse, Other-service, Husband, White, Male,0,0,35, United-States, <=50K -41, Private,407425, 12th,8, Divorced, Machine-op-inspct, Not-in-family, Black, Female,0,0,40, United-States, <=50K -37, Private,162424, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -53, Self-emp-not-inc,175456, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,30, United-States, <=50K -28, Private,52603, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -23, Private,250630, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,30, United-States, <=50K -46, Self-emp-not-inc,233974, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,35, United-States, <=50K -28, Private,376302, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,45, United-States, <=50K -50, Private,195638, 10th,6, Separated, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -19, Private,225775, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,45, Mexico, <=50K -84, Private,388384, 7th-8th,4, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,10, United-States, <=50K -48, Self-emp-not-inc,219021, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,35, United-States, >50K -61, Self-emp-not-inc,168654, HS-grad,9, Widowed, Adm-clerical, Unmarried, White, Female,0,0,20, United-States, <=50K -44, Private,180609, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,42, United-States, <=50K -32, Private,114746, HS-grad,9, Separated, Handlers-cleaners, Unmarried, Asian-Pac-Islander, Female,0,0,60, South, <=50K -25, Private,178037, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,35, United-States, <=50K -47, State-gov,160045, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -19, Private,268524, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,15, United-States, <=50K -37, Private,174844, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,17, United-States, <=50K -28, Private,82488, HS-grad,9, Divorced, Tech-support, Own-child, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -34, Private,221167, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -32, Self-emp-not-inc,48014, Some-college,10, Divorced, Other-service, Not-in-family, White, Female,0,0,35, United-States, <=50K -24, Private,217226, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,30, United-States, <=50K -22,,177902, Some-college,10, Never-married,, Not-in-family, Asian-Pac-Islander, Female,0,0,25, United-States, <=50K -30, Private,39386, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,99, United-States, <=50K -56, Private,37394, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,115426, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -28, Private,114158, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,26, United-States, <=50K -40, Private,119101, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1887,68, United-States, >50K -28, Private,360527, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,45, United-States, <=50K -39, Private,225544, 12th,8, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -33, Self-emp-not-inc,108438, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -23, Private,230315, Some-college,10, Never-married, Other-service, Not-in-family, Asian-Pac-Islander, Male,0,0,40, Dominican-Republic, <=50K -32, Private,158002, Some-college,10, Never-married, Machine-op-inspct, Other-relative, White, Male,0,0,55, Ecuador, <=50K -37, Private,179468, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -71, Private,99894, 5th-6th,3, Widowed, Priv-house-serv, Not-in-family, Asian-Pac-Islander, Female,0,0,75, United-States, <=50K -30, Private,270889, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -20, Private,42279, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -53, Federal-gov,167380, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,1740,50, United-States, <=50K -42, Private,274913, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,0,0,45, United-States, <=50K -44, Private,35910, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,56, United-States, >50K -26, Private,68001, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -21, Private,27162, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,16, United-States, <=50K -37, Self-emp-not-inc,286146, HS-grad,9, Married-spouse-absent, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -36, Local-gov,95462, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -25, Private,50103, HS-grad,9, Never-married, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -54, Private,511668, Doctorate,16, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,43, United-States, >50K -38, Self-emp-inc,189679, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -29, Private,115064, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -20, State-gov,215443, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,38, United-States, <=50K -32, Private,174789, HS-grad,9, Never-married, Craft-repair, Other-relative, White, Male,0,0,50, United-States, <=50K -24, Private,91999, Assoc-acdm,12, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,20, United-States, <=50K -59, Federal-gov,100931, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -56, Self-emp-not-inc,119069, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -40, Self-emp-not-inc,277488, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,84, United-States, <=50K -35, Private,265662, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -38, Private,114591, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,15024,0,40, United-States, >50K -24, Private,227594, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -30, Private,129707, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,1848,40, United-States, >50K -61,,175032, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,133569, 1st-4th,2, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,40, Mexico, <=50K -20, Local-gov,308654, Some-college,10, Never-married, Protective-serv, Own-child, Asian-Pac-Islander, Female,0,0,20, United-States, <=50K -36, Private,156084, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -45, Federal-gov,380127, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -22, Private,210781, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -31, Private,189759, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,0,2001,40, United-States, <=50K -34, Private,258675, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -24, Private,223367, 11th,7, Never-married, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -42,,204817, 9th,5, Never-married,, Own-child, Black, Male,0,0,35, United-States, <=50K -23, Private,409230, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,25, United-States, <=50K -46, Federal-gov,308077, Prof-school,15, Separated, Prof-specialty, Unmarried, White, Female,0,0,40, Germany, >50K -60, Private,159049, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,70, Germany, >50K -40, Private,353142, Some-college,10, Divorced, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -55, Private,143030, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -47, Private,304857, Masters,14, Separated, Tech-support, Not-in-family, White, Male,27828,0,40, United-States, >50K -28, Private,30912, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,43, United-States, <=50K -55, Private,125000, Prof-school,15, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -47, Private,181363, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -54, Private,338620, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,52, United-States, >50K -32, Private,115989, 11th,7, Married-civ-spouse, Other-service, Wife, White, Female,0,0,60, United-States, <=50K -38, Private,111128, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -61, Self-emp-not-inc,201273, Some-college,10, Widowed, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -62, Self-emp-inc,137354, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,40, South, <=50K -29, Private,133420, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,5013,0,40, United-States, <=50K -26, Private,192208, HS-grad,9, Never-married, Protective-serv, Not-in-family, Black, Female,0,0,32, United-States, <=50K -19, Private,220001, Some-college,10, Never-married, Farming-fishing, Own-child, White, Male,0,0,50, United-States, <=50K -40, Private,352612, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,169426, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,7298,0,40, United-States, >50K -42, Private,319016, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,2885,0,45, United-States, <=50K -55, Private,119751, Masters,14, Never-married, Prof-specialty, Other-relative, Asian-Pac-Islander, Female,0,0,40, Thailand, <=50K -55, Private,202220, HS-grad,9, Married-civ-spouse, Other-service, Wife, Black, Female,2407,0,35, United-States, <=50K -43, Self-emp-not-inc,99220, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -39, Private,111275, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -38, Federal-gov,261241, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,45, United-States, >50K -28, Private,261725, HS-grad,9, Never-married, Other-service, Unmarried, White, Female,0,0,40, Mexico, <=50K -36, Private,182013, Some-college,10, Divorced, Tech-support, Unmarried, White, Female,0,0,40, United-States, <=50K -49, Private,40666, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -41, Private,216461, Some-college,10, Divorced, Adm-clerical, Own-child, Black, Female,0,0,40, United-States, <=50K -60, Private,320376, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,40, United-States, <=50K -35, Private,282951, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,70, United-States, <=50K -36, State-gov,166697, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -51, Private,290856, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -23, Private,455361, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,40, Guatemala, <=50K -51, Private,82783, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -17, Private,56536, 11th,7, Never-married, Sales, Own-child, White, Female,1055,0,18, India, <=50K -33, Self-emp-not-inc,109959, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,25, United-States, <=50K -50, Private,177927, HS-grad,9, Divorced, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, <=50K -38, Private,192337, 12th,8, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -18, Private,236272, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,35, United-States, <=50K -26, Private,33610, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -21, Private,209483, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,47, United-States, <=50K -26, Private,247006, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,52, United-States, <=50K -30, Local-gov,311913, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -39,,204756, Some-college,10, Divorced,, Not-in-family, White, Female,0,0,20, United-States, <=50K -33, Local-gov,300681, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Male,0,0,40, United-States, <=50K -42, State-gov,24264, Some-college,10, Divorced, Transport-moving, Unmarried, White, Male,0,0,38, United-States, <=50K -28, Private,266070, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, <=50K -20, Private,226978, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,35, United-States, <=50K -66, Local-gov,362165, Bachelors,13, Widowed, Prof-specialty, Not-in-family, Black, Female,0,2206,25, United-States, <=50K -31, Private,341672, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, Asian-Pac-Islander, Male,0,0,50, India, <=50K -36, Private,179488, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Male,0,0,40, Canada, <=50K -39, Federal-gov,243872, Assoc-acdm,12, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, >50K -52, Private,259583, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -61, Private,159822, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,7688,0,40, Poland, >50K -27, Private,219863, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -45, Private,206947, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,50, United-States, <=50K -21, Private,245572, 9th,5, Never-married, Other-service, Own-child, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -25, Private,38488, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -24, Private,182504, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,25, United-States, <=50K -38, Private,193815, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, Italy, <=50K -51,,521665, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,24, United-States, <=50K -29, Private,46442, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,1902,50, United-States, >50K -45, Private,60267, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,38, United-States, <=50K -59, Private,264357, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -41, Private,191814, HS-grad,9, Married-civ-spouse, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -23, Private,107882, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -43, Private,174575, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,45, United-States, <=50K -17, Private,143331, 11th,7, Never-married, Sales, Own-child, White, Male,0,0,20, United-States, <=50K -32, Private,126132, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,50, United-States, >50K -42, Private,198619, Assoc-voc,11, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -68, Private,211287, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,2392,40, United-States, >50K -55, Federal-gov,238192, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,1887,40, United-States, >50K -43, Private,257780, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -61, Private,183355, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -28, Private,148429, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -47, Private,71221, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,60, United-States, <=50K -21, Self-emp-not-inc,236769, 7th-8th,4, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -39, Private,32146, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -39, Private,347491, 11th,7, Divorced, Craft-repair, Not-in-family, White, Male,0,1876,46, United-States, <=50K -34, Private,180714, Some-college,10, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,2179,40, United-States, <=50K -57,,188877, 9th,5, Divorced,, Not-in-family, White, Male,0,0,40, United-States, <=50K -27, Private,306747, Bachelors,13, Divorced, Handlers-cleaners, Own-child, Black, Male,0,0,40, United-States, <=50K -21, State-gov,478457, Some-college,10, Never-married, Other-service, Own-child, Black, Female,0,0,12, United-States, <=50K -25, Private,248990, 5th-6th,3, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, Mexico, <=50K -51, Self-emp-inc,46281, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -35, Private,148015, Bachelors,13, Never-married, Sales, Own-child, Black, Female,0,0,40, United-States, <=50K -19, Private,278115, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,12, United-States, <=50K -27, Private,190525, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,55, United-States, >50K -34, Private,176673, Some-college,10, Never-married, Sales, Other-relative, Black, Female,0,0,35, United-States, <=50K -33,,202366, HS-grad,9, Divorced,, Unmarried, White, Female,0,0,32, United-States, <=50K -36, Private,238415, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -33, Self-emp-not-inc,37939, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, <=50K -60, Self-emp-not-inc,35649, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,383493, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,50, United-States, >50K -47, Federal-gov,204900, HS-grad,9, Married-civ-spouse, Prof-specialty, Wife, Black, Female,0,0,40, United-States, <=50K -42, Private,20809, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,75, United-States, >50K -34, Private,148207, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,65, United-States, >50K -21, Private,200153, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,32, United-States, <=50K -30, Private,169496, Masters,14, Married-civ-spouse, Other-service, Husband, White, Male,0,0,15, United-States, >50K -53, Private,22978, Masters,14, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,50, United-States, >50K -34, Private,366898, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Germany, <=50K -37, Private,324947, Bachelors,13, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,321577, HS-grad,9, Never-married, Adm-clerical, Own-child, Black, Female,0,0,40, United-States, <=50K -31, Private,241360, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Private,207564, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -33, Private,220860, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,45, United-States, <=50K -41, Local-gov,336571, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -23, State-gov,56402, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,30, United-States, <=50K -65, Private,180280, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, <=50K -30, Private,81282, HS-grad,9, Never-married, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -51, Private,86332, Assoc-voc,11, Married-civ-spouse, Other-service, Husband, White, Male,4064,0,55, United-States, <=50K -30, Local-gov,27051, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -49, Private,287647, Masters,14, Divorced, Sales, Not-in-family, White, Male,4787,0,45, United-States, >50K -37, Self-emp-not-inc,183735, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,3137,0,30, United-States, <=50K -42, Private,100800, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -62, Private,155094, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,45, United-States, >50K -67,,102693, HS-grad,9, Widowed,, Not-in-family, White, Male,1086,0,35, United-States, <=50K -31, Private,151053, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,5178,0,40, United-States, >50K -50, Private,548361, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,20, United-States, >50K -33, Private,173858, Bachelors,13, Married-civ-spouse, Adm-clerical, Other-relative, Asian-Pac-Islander, Male,0,0,40, India, <=50K -27, Private,347153, Some-college,10, Never-married, Transport-moving, Other-relative, White, Male,0,0,40, United-States, <=50K -31, Private,319146, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,4386,0,40, Mexico, >50K -35, Private,197719, Some-college,10, Never-married, Machine-op-inspct, Other-relative, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -55, Private,197114, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,6, United-States, >50K -54, Self-emp-not-inc,109418, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,1977,35, United-States, >50K -56, Private,182062, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,48, United-States, >50K -21, Private,184543, Assoc-voc,11, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -66, Private,175558, 7th-8th,4, Widowed, Other-service, Not-in-family, White, Female,0,0,20, Germany, <=50K -46, Private,122026, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -23, Private,340543, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,38, United-States, <=50K -43, Private,101950, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,45, United-States, <=50K -40, Private,179508, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,55, United-States, <=50K -52, Private,225317, 5th-6th,3, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Mexico, <=50K -59, Local-gov,53304, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -36, Local-gov,282602, Assoc-voc,11, Separated, Adm-clerical, Own-child, Black, Female,0,0,40, United-States, <=50K -33, Private,184016, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -20, Private,250165, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,196467, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,35, United-States, <=50K -59,,220783, 10th,6, Widowed,, Unmarried, White, Female,0,0,40, United-States, <=50K -42, Self-emp-not-inc,178780, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -62, Private,65868, HS-grad,9, Widowed, Sales, Not-in-family, White, Female,0,0,43, United-States, <=50K -54, Private,35459, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Private,98986, 7th-8th,4, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,30, United-States, <=50K -36, Private,282092, Assoc-acdm,12, Never-married, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -21, Private,140764, HS-grad,9, Never-married, Adm-clerical, Other-relative, White, Female,0,0,45, United-States, <=50K -30, Private,33124, HS-grad,9, Separated, Farming-fishing, Unmarried, White, Female,0,0,14, United-States, <=50K -46, Private,90042, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -32, Private,102986, 5th-6th,3, Married-civ-spouse, Machine-op-inspct, Wife, Asian-Pac-Islander, Female,0,0,40, Laos, >50K -21, Private,214387, Some-college,10, Never-married, Sales, Other-relative, White, Male,0,0,64, United-States, <=50K -39, Private,180667, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -54, Private,278329, HS-grad,9, Married-spouse-absent, Exec-managerial, Not-in-family, White, Female,0,0,43, United-States, <=50K -32, Private,184440, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,3464,0,40, United-States, <=50K -23, Private,140462, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -42, Private,202565, 1st-4th,2, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Italy, <=50K -62,,181063, 10th,6, Widowed,, Not-in-family, White, Female,0,0,30, United-States, <=50K -28, Private,287268, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,35, United-States, <=50K -28, Private,215955, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,82552, Assoc-acdm,12, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -19, Private,41745, Some-college,10, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -27, Private,73587, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, Black, Male,0,0,35, United-States, <=50K -54, Private,263925, 1st-4th,2, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -19, Private,196119, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,35, United-States, <=50K -27, Private,284741, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,30, United-States, <=50K -30, Private,293936, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,50,, <=50K -35, Private,340428, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,35, United-States, <=50K -66,,175891, 9th,5, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -19, Local-gov,276973, Some-college,10, Never-married, Prof-specialty, Own-child, White, Female,0,0,20, United-States, <=50K -30, Private,161599, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, >50K -32, Private,144064, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -31, Private,236391, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -26, Private,224943, Assoc-voc,11, Never-married, Sales, Other-relative, Black, Male,0,0,65, United-States, <=50K -44, Private,151294, Some-college,10, Widowed, Sales, Not-in-family, White, Female,0,0,25, United-States, <=50K -52, Private,68982, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -30, Private,241885, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -32, Self-emp-not-inc,189461, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,60, United-States, <=50K -19, Self-emp-not-inc,36012, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -33, Private,85355, HS-grad,9, Separated, Machine-op-inspct, Not-in-family, White, Male,0,0,30, United-States, <=50K -20, Private,157595, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -61, Private,197286, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,362747, Some-college,10, Never-married, Other-service, Not-in-family, Black, Female,0,0,35, United-States, <=50K -24, Private,395297, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,35, United-States, <=50K -31, Self-emp-not-inc,144949, Bachelors,13, Divorced, Craft-repair, Not-in-family, White, Male,0,0,60, United-States, <=50K -20,,163665, HS-grad,9, Never-married,, Own-child, White, Female,0,0,20, United-States, <=50K -32, Private,141490, Assoc-voc,11, Divorced, Exec-managerial, Unmarried, White, Female,0,0,50, United-States, <=50K -29, Private,147889, Assoc-acdm,12, Married-civ-spouse, Tech-support, Wife, White, Female,0,0,40, United-States, <=50K -61, Private,232808, 10th,6, Divorced, Other-service, Not-in-family, White, Male,0,0,24, United-States, <=50K -48, Private,70668, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,50, United-States, <=50K -29, Federal-gov,33315, Assoc-acdm,12, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -61,,63526, 12th,8, Never-married,, Not-in-family, Black, Male,0,0,52, United-States, <=50K -34, Private,591711, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, Black, Male,0,0,48,, <=50K -22, Private,200318, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,15, United-States, <=50K -32, Private,97723, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1672,40, United-States, <=50K -38, Private,109231, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,102889, Some-college,10, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -26, Private,167106, HS-grad,9, Never-married, Craft-repair, Other-relative, Asian-Pac-Islander, Male,0,0,40, Hong, <=50K -35, Private,182898, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,8614,0,40, United-States, >50K -62, Private,197918, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -28, Private,67386, HS-grad,9, Never-married, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -50, Private,126592, HS-grad,9, Separated, Craft-repair, Not-in-family, Black, Male,0,0,40, United-States, <=50K -34, Private,49469, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,99999,0,50, United-States, >50K -37, Self-emp-not-inc,119929, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -63, Private,158199, 1st-4th,2, Widowed, Machine-op-inspct, Unmarried, White, Female,0,0,44, Portugal, <=50K -35, Private,341102, 9th,5, Never-married, Handlers-cleaners, Not-in-family, Black, Male,0,0,40, United-States, <=50K -55, Private,101524, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -40, Private,202872, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, United-States, >50K -25, Private,195201, HS-grad,9, Married-civ-spouse, Sales, Husband, Other, Male,0,0,50, United-States, <=50K -51, Private,128272, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,263094, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,40, United-States, >50K -54, Self-emp-inc,357596, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,55, United-States, >50K -47, Local-gov,102628, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, >50K -26, Private,171114, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -46, Private,216414, Assoc-voc,11, Married-spouse-absent, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -24, Private,127753, 12th,8, Never-married, Craft-repair, Other-relative, White, Male,0,0,40, United-States, <=50K -19, Private,282698, 7th-8th,4, Never-married, Adm-clerical, Own-child, White, Male,0,0,80, United-States, <=50K -35, Private,139364, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,1902,40, United-States, >50K -36, Local-gov,312785, Bachelors,13, Never-married, Prof-specialty, Own-child, Black, Male,0,0,35, United-States, <=50K -18, Private,92864, 12th,8, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -46, Local-gov,175428, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -30, Private,104223, HS-grad,9, Never-married, Other-service, Unmarried, Black, Female,0,0,32, United-States, <=50K -29, Private,144784, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Female,0,0,40, United-States, <=50K -65, Private,178934, HS-grad,9, Widowed, Other-service, Unmarried, Black, Female,0,0,20, Jamaica, <=50K -41, Private,211253, Masters,14, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, >50K -34, Private,133122, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -58, Private,103540, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, <=50K -39, State-gov,172700, HS-grad,9, Never-married, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -21, Private,282484, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -31, Private,323055, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, >50K -33, State-gov,291494, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -28, Private,214702, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -32, Private,116055, HS-grad,9, Never-married, Adm-clerical, Unmarried, Black, Female,2977,0,35, United-States, <=50K -32, Private,226696, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,55, United-States, >50K -31, Private,216827, HS-grad,9, Separated, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -41, Self-emp-not-inc,153132, Prof-school,15, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,40, United-States, >50K -48, Private,307440, Bachelors,13, Married-civ-spouse, Tech-support, Husband, Asian-Pac-Islander, Male,0,0,45, Philippines, >50K -27, Private,278122, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -45, Private,122195, HS-grad,9, Widowed, Craft-repair, Unmarried, Black, Female,0,0,40, United-States, <=50K -34, Self-emp-not-inc,156890, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -17, Private,36877, 10th,6, Never-married, Sales, Own-child, White, Female,0,0,10, United-States, <=50K -25, Private,131178, HS-grad,9, Never-married, Handlers-cleaners, Own-child, Black, Male,0,0,23, United-States, <=50K -34, Self-emp-inc,62396, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,62, United-States, >50K -33, Private,73054, HS-grad,9, Divorced, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -21, Private,96844, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,20, United-States, <=50K -22, Private,324922, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,50, United-States, <=50K -61, Private,130684, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,42, United-States, <=50K -40, Private,178983, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,30, United-States, >50K -58, Private,81038, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,12, United-States, <=50K -30, Private,151967, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,58, United-States, <=50K -24, Private,278107, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,60, United-States, <=50K -52, Self-emp-not-inc,183146, 12th,8, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -50, Private,183638, HS-grad,9, Widowed, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -49, Private,247892, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,30, United-States, <=50K -22, Private,221480, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -32, Private,118551, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,35,, >50K -21, Private,518530, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -25, Private,193787, Some-college,10, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,50, United-States, <=50K -34, Self-emp-inc,157466, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,45, United-States, <=50K -48, Private,141511, 10th,6, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -61,,158712, HS-grad,9, Divorced,, Not-in-family, White, Female,0,0,99, United-States, <=50K -21, Private,252253, Some-college,10, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -20, Private,200450, 7th-8th,4, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,52, United-States, <=50K -30, State-gov,343789, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -44, Private,277647, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,1902,40, United-States, >50K -44, Private,291566, HS-grad,9, Never-married, Craft-repair, Not-in-family, Black, Male,0,0,60, United-States, <=50K -29, Private,151382, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -31, Private,221167, Prof-school,15, Divorced, Tech-support, Not-in-family, White, Female,0,0,35, United-States, <=50K -35, Private,196178, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,302422, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -26, Private,37379, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,45, United-States, <=50K -37, Self-emp-not-inc,82540, 9th,5, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,70, United-States, >50K -33, Self-emp-not-inc,182926, Bachelors,13, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40,, <=50K -44, Private,159911, 7th-8th,4, Married-civ-spouse, Other-service, Wife, White, Female,0,0,55, United-States, <=50K -34, Private,212781, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -28, Local-gov,207213, Assoc-acdm,12, Never-married, Craft-repair, Own-child, White, Male,0,0,5, United-States, <=50K -30, Private,200192, Some-college,10, Married-civ-spouse, Other-service, Wife, White, Female,0,0,45, United-States, <=50K -41, Local-gov,180096, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,35, United-States, <=50K -23, Private,192812, Bachelors,13, Never-married, Tech-support, Own-child, White, Female,0,0,40, United-States, <=50K -19, Private,105908, HS-grad,9, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,70, United-States, <=50K -48, Private,373366, 1st-4th,2, Married-civ-spouse, Farming-fishing, Husband, White, Male,3781,0,50, Mexico, <=50K -26, State-gov,234190, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,20, United-States, <=50K -32, Private,260868, Bachelors,13, Married-civ-spouse, Sales, Husband, Black, Male,0,0,40, United-States, >50K -26, Private,109097, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,48, United-States, <=50K -36, Private,171393, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,7298,0,55, United-States, >50K -49, Private,209146, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -33,,289046, HS-grad,9, Divorced,, Not-in-family, Black, Male,0,1741,40, United-States, <=50K -54, Private,172281, Masters,14, Divorced, Tech-support, Not-in-family, White, Male,0,0,40, United-States, >50K -36, Private,73023, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,55, United-States, <=50K -41, Private,122626, HS-grad,9, Divorced, Handlers-cleaners, Unmarried, White, Male,0,0,48, United-States, <=50K -27, Private,113635, Bachelors,13, Never-married, Other-service, Not-in-family, White, Male,0,0,35, United-States, <=50K -68,,257269, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,2377,35, United-States, >50K -21,,191806, Some-college,10, Never-married,, Own-child, White, Male,0,0,75, United-States, <=50K -56,,35723, HS-grad,9, Divorced,, Own-child, White, Male,0,0,40, United-States, <=50K -40, Self-emp-not-inc,30759, Assoc-voc,11, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -46, Private,105327, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -55,,376058, 9th,5, Never-married,, Own-child, White, Female,0,0,45, United-States, <=50K -43, Private,219307, 9th,5, Divorced, Transport-moving, Not-in-family, Black, Male,0,0,40, United-States, <=50K -46, Private,208067, HS-grad,9, Divorced, Craft-repair, Other-relative, White, Male,0,0,40, United-States, <=50K -51, Self-emp-not-inc,78631, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, Amer-Indian-Eskimo, Male,0,0,60, United-States, <=50K -19, Private,210308, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,15, United-States, <=50K -67, Local-gov,190661, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Female,7896,0,50, United-States, >50K -31, Private,594187, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,228476, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -21, Private,126613, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -36, Private,30267, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -23, Private,216811, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,16, United-States, <=50K -62, Local-gov,115763, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -31, Local-gov,199368, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, Black, Male,0,0,50, United-States, >50K -52, Private,159755, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1887,40, United-States, >50K -39, Self-emp-not-inc,188335, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,417668, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,30, United-States, <=50K -55,,141807, HS-grad,9, Never-married,, Not-in-family, White, Male,13550,0,40, United-States, >50K -38, Private,296317, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Mexico, <=50K -36, Private,164898, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -17, Private,452406, 11th,7, Never-married, Sales, Own-child, Black, Female,0,0,15, United-States, <=50K -27, Private,42696, HS-grad,9, Married-spouse-absent, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -30, Private,262994, Some-college,10, Divorced, Craft-repair, Not-in-family, Black, Male,0,0,40, United-States, <=50K -43, State-gov,167298, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -51, Private,103529, 11th,7, Divorced, Other-service, Unmarried, Black, Female,0,0,30, United-States, <=50K -47, Private,97883, Bachelors,13, Widowed, Priv-house-serv, Unmarried, White, Female,25236,0,35, United-States, >50K -49, State-gov,269417, Doctorate,16, Never-married, Exec-managerial, Not-in-family, White, Female,0,2258,50, United-States, >50K -34, Private,199539, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, United-States, >50K -19,,39460, HS-grad,9, Never-married,, Own-child, White, Male,0,0,60, United-States, <=50K -79, Federal-gov,62176, Doctorate,16, Widowed, Exec-managerial, Not-in-family, White, Male,0,0,6, United-States, >50K -28, State-gov,239130, Some-college,10, Divorced, Other-service, Unmarried, White, Male,0,0,40, United-States, <=50K -41, Self-emp-inc,151089, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -21, Private,331611, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,50, United-States, <=50K -31, Self-emp-not-inc,203463, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -45, Private,151518, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -23, Self-emp-inc,39844, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,50, United-States, <=50K -32, Private,299635, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, Germany, <=50K -67, Private,123393, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,209538, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -35, Self-emp-not-inc,238802, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -29, Private,499197, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,200220, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,114059, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -18, Private,434430, HS-grad,9, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,30, United-States, <=50K -47, Private,185385, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,5013,0,24, United-States, <=50K -22, Private,225156, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -21, Private,377931, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,2377,48, United-States, <=50K -27,,133359, Bachelors,13, Married-spouse-absent,, Not-in-family, White, Male,0,0,50,, <=50K -28, Private,226891, Some-college,10, Never-married, Adm-clerical, Unmarried, Asian-Pac-Islander, Female,0,0,30,, <=50K -32, Private,201988, Prof-school,15, Married-civ-spouse, Sales, Husband, White, Male,4508,0,40,, <=50K -40, Private,287008, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,55, Germany, >50K -23, Private,151910, Bachelors,13, Never-married, Machine-op-inspct, Own-child, White, Female,0,1719,40, United-States, <=50K -25, Private,231714, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -44, Self-emp-inc,178510, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,2258,60, United-States, <=50K -43, Private,178866, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,25, United-States, >50K -31, Private,110643, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,55, United-States, >50K -33, Private,148261, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,217902, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -29, Self-emp-not-inc,77207, Masters,14, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,30, United-States, <=50K -32,,377017, Assoc-acdm,12, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -78, Private,184759, 7th-8th,4, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,1797,0,15, United-States, <=50K -64, Self-emp-inc,80333, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -58, Private,265086, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -55,,102058, 12th,8, Widowed,, Not-in-family, White, Male,0,0,30, United-States, <=50K -20, Private,333843, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -35, Private,296478, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -27, Local-gov,116662, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -37, Self-emp-not-inc,353298, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,99999,0,50, United-States, >50K -42, Private,142424, Assoc-voc,11, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -47, Local-gov,200808, 12th,8, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,35, Puerto-Rico, <=50K -29, Private,119052, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, Black, Female,0,0,40, United-States, <=50K -33, Private,168981, 1st-4th,2, Never-married, Sales, Own-child, White, Female,0,0,24, United-States, <=50K -44, Private,151780, Some-college,10, Widowed, Exec-managerial, Not-in-family, Black, Female,0,0,40, United-States, <=50K -70, Private,237065, 5th-6th,3, Widowed, Other-service, Other-relative, White, Female,2346,0,40,, <=50K -25, Private,509866, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,78, United-States, <=50K -24, State-gov,249385, Bachelors,13, Never-married, Adm-clerical, Other-relative, White, Female,0,0,10, United-States, <=50K -42, State-gov,109462, Bachelors,13, Divorced, Adm-clerical, Unmarried, Black, Female,2977,0,40, United-States, <=50K -53, Private,250034, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,50, United-States, >50K -39, Private,249720, Bachelors,13, Divorced, Exec-managerial, Unmarried, Black, Female,0,0,60, United-States, <=50K -72, Self-emp-not-inc,258761, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -43, Self-emp-inc,64048, 9th,5, Never-married, Sales, Own-child, White, Female,0,0,44, Portugal, <=50K -25, State-gov,153534, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,193815, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -27, Private,255582, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -39, Private,204527, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -64, Self-emp-not-inc,159938, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,2635,0,24, Italy, <=50K -29, Self-emp-not-inc,229341, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, >50K -50, Private,128143, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -33, Private,175479, 5th-6th,3, Never-married, Other-service, Unmarried, White, Female,0,0,40, Mexico, <=50K -18, Private,301814, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,20, United-States, <=50K -20, Private,238917, 11th,7, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,32, Mexico, <=50K -32, Private,205581, Some-college,10, Separated, Tech-support, Unmarried, White, Female,0,0,50, United-States, <=50K -45, Private,340341, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -48, Private,147860, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Wife, Black, Female,0,0,40, United-States, <=50K -20,,121023, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -23, Private,259496, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,40, United-States, <=50K -34, Federal-gov,190228, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,1902,48, United-States, >50K -43, Private,180599, Bachelors,13, Separated, Exec-managerial, Unmarried, White, Male,8614,0,40, United-States, >50K -44, Private,116358, Bachelors,13, Married-civ-spouse, Sales, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, >50K -47, Self-emp-not-inc,180446, Some-college,10, Married-civ-spouse, Tech-support, Husband, Black, Male,0,0,40, United-States, >50K -47, Private,264244, HS-grad,9, Married-spouse-absent, Craft-repair, Not-in-family, Black, Female,0,0,40, United-States, <=50K -46, Local-gov,197988, 1st-4th,2, Never-married, Other-service, Not-in-family, Amer-Indian-Eskimo, Female,0,0,20, United-States, <=50K -19, Private,206599, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -51, Private,313146, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -41, Self-emp-inc,99212, HS-grad,9, Separated, Exec-managerial, Unmarried, White, Male,0,0,40, United-States, <=50K -37, Private,340599, 11th,7, Separated, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -31, Private,62932, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -25, Private,44861, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -46, Private,53893, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -53, Self-emp-inc,152810, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,5178,0,45, United-States, >50K -47, Local-gov,128401, Doctorate,16, Never-married, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -28, Private,336951, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -60, Self-emp-not-inc,95445, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,3137,0,46, United-States, <=50K -43, Private,54611, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -45, Self-emp-not-inc,315984, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,7688,0,50, United-States, >50K -28, Private,210313, 10th,6, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,40, Mexico, <=50K -19, Private,181020, 11th,7, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,30, United-States, <=50K -51, Self-emp-not-inc,120781, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, Other, Male,99999,0,70, India, >50K -19, Private,256979, HS-grad,9, Never-married, Craft-repair, Other-relative, White, Male,0,0,35, United-States, <=50K -64, Private,47298, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -44, Private,125461, Doctorate,16, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -21, Private,209955, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,48, United-States, <=50K -33, Private,182246, HS-grad,9, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -63, Private,76860, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, Asian-Pac-Islander, Male,0,0,40, Philippines, >50K -44,,91949, HS-grad,9, Never-married,, Unmarried, Black, Female,0,0,40, United-States, <=50K -44, Local-gov,136986, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,35, United-States, >50K -28, Federal-gov,183445, HS-grad,9, Never-married, Exec-managerial, Unmarried, White, Female,0,0,70, Puerto-Rico, <=50K -24, Private,130741, Bachelors,13, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -20, Federal-gov,191878, Some-college,10, Never-married, Adm-clerical, Own-child, Black, Female,0,0,20, United-States, <=50K -21,,233923, Some-college,10, Never-married,, Own-child, White, Female,0,0,24, United-States, <=50K -20, Private,48121, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -21, Private,304302, HS-grad,9, Never-married, Handlers-cleaners, Own-child, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -34, Federal-gov,284703, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,52, United-States, <=50K -17, Private,401198, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,15, United-States, <=50K -35, Private,243357, 11th,7, Separated, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -26, Private,32276, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Private,110538, HS-grad,9, Divorced, Farming-fishing, Not-in-family, White, Male,0,0,70, United-States, <=50K -25, Private,257310, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -27, Self-emp-not-inc,411950, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -52, Local-gov,392668, Assoc-voc,11, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -43, Self-emp-not-inc,52498, Bachelors,13, Never-married, Prof-specialty, Unmarried, White, Female,0,0,50, United-States, <=50K -36, Private,223433, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,7688,0,50, United-States, >50K -37, Private,87076, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -58, Private,224854, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -25, Private,193379, Assoc-acdm,12, Never-married, Craft-repair, Not-in-family, White, Male,0,0,45, United-States, <=50K -54, Private,98436, Masters,14, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -42,,116632, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,60, United-States, <=50K -65, Self-emp-inc,210381, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,99999,0,65, United-States, >50K -44, Private,90688, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, Asian-Pac-Islander, Female,0,0,45, Laos, <=50K -61, Private,229744, 5th-6th,3, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, El-Salvador, <=50K -29, Private,59732, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -34, Private,192900, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -24, State-gov,90046, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,40, Canada, <=50K -40, Private,272960, Assoc-acdm,12, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,42, United-States, >50K -42, Self-emp-inc,152071, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, Cuba, >50K -50, Private,301583, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -18,,171964, HS-grad,9, Never-married,, Own-child, White, Female,0,1602,20, United-States, <=50K -49, Private,315984, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,241962, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -41, Private,131591, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,45, United-States, <=50K -70, Self-emp-inc,207938, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,5, United-States, <=50K -51, Private,53197, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -24, Private,121023, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -57, Self-emp-not-inc,287229, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, United-States, >50K -22, Private,163911, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -31, Private,191834, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -28, Private,204734, Some-college,10, Married-civ-spouse, Tech-support, Wife, White, Female,0,0,40, United-States, <=50K -45, Self-emp-not-inc,220978, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -39, Private,365739, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -26, Private,50103, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Private,283293, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -38, Self-emp-not-inc,194534, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Black, Male,99999,0,60, United-States, >50K -19, Private,263338, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,20, United-States, <=50K -36,,504871, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, >50K -30, Private,348592, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,44, United-States, <=50K -28, Private,173944, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -53, Private,226135, 9th,5, Never-married, Craft-repair, Not-in-family, Black, Male,0,0,40, Jamaica, <=50K -32, Private,172375, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,38, United-States, <=50K -57, Self-emp-inc,127728, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,60, United-States, >50K -47, Private,347025, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -36, Private,191335, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,56, United-States, <=50K -21, Private,247779, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,38, United-States, <=50K -25, State-gov,262664, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -37, Private,95855, HS-grad,9, Divorced, Protective-serv, Unmarried, White, Female,0,0,40, United-States, <=50K -31, Private,74501, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,30, United-States, <=50K -43, Private,245317, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -61, Private,29059, HS-grad,9, Divorced, Sales, Unmarried, White, Female,0,2754,25, United-States, <=50K -56, Private,200316, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,35, United-States, <=50K -35, Private,198341, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,40,, <=50K -59, Private,100453, 7th-8th,4, Separated, Other-service, Own-child, Black, Female,0,0,38, United-States, <=50K -44, Self-emp-not-inc,343190, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1887,55, United-States, >50K -47, Private,235683, Masters,14, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -44, Private,83237, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, >50K -64, Private,88470, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,198801, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -53, Private,168107, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -50, Private,196193, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40,, <=50K -30,,205418, HS-grad,9, Married-civ-spouse,, Wife, White, Female,0,0,20, United-States, <=50K -46, Private,695411, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,44, United-States, <=50K -45, Self-emp-inc,139268, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -44, Federal-gov,192771, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -59, Self-emp-inc,122390, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,48, United-States, >50K -65, Self-emp-inc,184965, Doctorate,16, Married-civ-spouse, Exec-managerial, Husband, White, Male,99999,0,40, United-States, >50K -23, Private,180837, HS-grad,9, Never-married, Machine-op-inspct, Own-child, Black, Female,0,0,40, United-States, <=50K -33, Private,159548, Some-college,10, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,38, United-States, <=50K -34, Private,110554, HS-grad,9, Divorced, Sales, Own-child, White, Female,0,0,35, United-States, <=50K -38, Private,103474, Assoc-voc,11, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -62, Private,178249, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,35, United-States, >50K -21, Private,138768, Some-college,10, Never-married, Sales, Other-relative, White, Male,0,0,40, United-States, <=50K -41, Private,321824, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,8, United-States, <=50K -35, Private,244803, HS-grad,9, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,40, Peru, <=50K -62, Local-gov,206063, Some-college,10, Divorced, Other-service, Not-in-family, White, Male,0,0,45, United-States, <=50K -53, Private,167651, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -69, State-gov,163689, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,16, United-States, <=50K -19, Self-emp-not-inc,45546, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,16, United-States, <=50K -47, Private,420986, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -52, Self-emp-inc,68015, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,90, United-States, >50K -54, Private,175594, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -58,,148673, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,10, United-States, <=50K -30, Private,206322, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,73, United-States, >50K -39, Private,272338, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,25, United-States, <=50K -73, Private,105886, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,1173,0,75, United-States, <=50K -64, Private,312498, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,177675, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -51, Private,152810, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -57, Private,319122, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -25, Private,212304, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, White, Male,0,0,40, United-States, <=50K -53, Private,208321, HS-grad,9, Married-civ-spouse, Other-service, Husband, Black, Male,0,1740,40, United-States, <=50K -39, Private,240841, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,25, United-States, <=50K -49, Private,208978, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,16, United-States, <=50K -23, Local-gov,442359, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,1092,40, United-States, <=50K -28, Private,198197, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,55, United-States, >50K -46, Private,261059, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,50, United-States, >50K -40, Private,72791, Some-college,10, Never-married, Craft-repair, Own-child, Black, Male,0,0,40, United-States, <=50K -24, Private,275395, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, <=50K -20,,195767, HS-grad,9, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -50, Private,462966, 10th,6, Married-civ-spouse, Other-service, Husband, White, Male,0,0,8, El-Salvador, <=50K -24,,265434, Bachelors,13, Never-married,, Not-in-family, White, Female,0,0,40, United-States, <=50K -35, Private,31269, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -33, Local-gov,246291, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,46, United-States, <=50K -54, Federal-gov,128378, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Local-gov,231180, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, <=50K -31, Local-gov,206297, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -47, Self-emp-inc,337050, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -48, Private,193075, HS-grad,9, Divorced, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -33, Local-gov,169652, Assoc-voc,11, Never-married, Adm-clerical, Own-child, White, Male,0,1669,55, United-States, <=50K -35, Private,35945, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -20,,141453, Some-college,10, Never-married,, Own-child, White, Female,0,0,10, United-States, <=50K -36, Private,252231, Preschool,1, Never-married, Machine-op-inspct, Not-in-family, Black, Male,0,0,40, Puerto-Rico, <=50K -30, Private,128016, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,55, United-States, <=50K -39, Private,150057, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, >50K -25, Private,258276, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -40, Private,188465, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,35, United-States, <=50K -25, Self-emp-inc,161007, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,403468, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,40, Mexico, <=50K -53, Federal-gov,181677, Some-college,10, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -18, Private,120243, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,10, United-States, <=50K -41, Private,157025, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, Black, Male,0,0,40, United-States, <=50K -25, Private,306908, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -66, Self-emp-not-inc,28061, 7th-8th,4, Widowed, Farming-fishing, Unmarried, White, Male,0,0,50, United-States, <=50K -53, Private,95540, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,1471,0,40, United-States, <=50K -27, Private,135001, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,293398, HS-grad,9, Separated, Sales, Unmarried, Black, Female,0,0,40, United-States, <=50K -23, Private,185106, HS-grad,9, Never-married, Handlers-cleaners, Own-child, Black, Male,0,0,40, United-States, <=50K -29, Self-emp-not-inc,245790, 10th,6, Divorced, Craft-repair, Not-in-family, White, Male,0,0,80, United-States, <=50K -26, Private,134004, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, <=50K -26, Private,205036, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,42, United-States, <=50K -26, Private,244495, 9th,5, Never-married, Other-service, Not-in-family, White, Male,0,0,35, United-States, <=50K -38, Private,159179, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,405155, 5th-6th,3, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Mexico, <=50K -34, Private,177437, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,15024,0,45, United-States, >50K -32, Federal-gov,402361, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -57, Self-emp-not-inc,184553, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -31, Private,302626, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -38, Private,99138, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,38, United-States, <=50K -39, Private,112731, HS-grad,9, Divorced, Other-service, Not-in-family, Other, Female,0,0,40, Dominican-Republic, <=50K -35, Private,192923, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,2377,40, United-States, <=50K -18, Private,761006, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -75,,125784, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,8, United-States, <=50K -28, Private,182344, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Male,0,0,40, United-States, <=50K -41, Self-emp-not-inc,117012, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,55, United-States, <=50K -39, Federal-gov,30673, 9th,5, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -31, Federal-gov,484669, Some-college,10, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -38, State-gov,314052, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,38, United-States, <=50K -43, State-gov,38537, Some-college,10, Divorced, Exec-managerial, Unmarried, Black, Female,0,0,38,, <=50K -27, Private,165412, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,198341, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,1902,55, India, >50K -46, Private,116635, Bachelors,13, Separated, Prof-specialty, Unmarried, Black, Female,0,0,36, United-States, <=50K -20, Private,185452, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -42, Private,118686, Some-college,10, Divorced, Prof-specialty, Unmarried, White, Female,0,0,20, United-States, <=50K -69, Private,76939, HS-grad,9, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -47, Federal-gov,160646, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,35, United-States, <=50K -49, State-gov,126754, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Portugal, <=50K -20, Private,211049, Some-college,10, Never-married, Exec-managerial, Own-child, White, Female,0,0,30, United-States, <=50K -52, Private,311931, 5th-6th,3, Married-civ-spouse, Sales, Wife, White, Female,0,0,15, El-Salvador, <=50K -33, Private,283602, 5th-6th,3, Married-civ-spouse, Other-service, Husband, White, Male,0,0,59, Mexico, <=50K -18, Private,155021, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,6, United-States, <=50K -55, Self-emp-not-inc,100569, HS-grad,9, Separated, Farming-fishing, Unmarried, White, Female,0,0,55, United-States, <=50K -61, Private,380462, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, Black, Male,0,0,40, United-States, <=50K -61, Federal-gov,221943, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,9386,0,40, United-States, >50K -39, Private,114544, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,45, United-States, >50K -30, Private,248584, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -61, Private,227468, HS-grad,9, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -36, Private,66173, Assoc-acdm,12, Married-civ-spouse, Sales, Wife, White, Female,0,0,15, United-States, <=50K -34, Private,107624, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -53, Private,70387, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,4386,0,40, India, >50K -38, Private,423616, Assoc-voc,11, Married-civ-spouse, Tech-support, Wife, White, Female,0,0,36, United-States, >50K -46, Private,98637, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,50, United-States, >50K -27, Local-gov,216013, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -32, Self-emp-not-inc,210926, 11th,7, Separated, Handlers-cleaners, Unmarried, White, Female,0,0,40, Nicaragua, <=50K -60, Local-gov,255711, Bachelors,13, Widowed, Prof-specialty, Unmarried, White, Female,0,0,60, United-States, >50K -23, Private,77581, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -29, Private,152461, Bachelors,13, Never-married, Prof-specialty, Unmarried, White, Female,14344,0,50, United-States, >50K -22, Private,203263, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,50, United-States, <=50K -25, Private,261519, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,35, United-States, <=50K -29, Private,91189, Bachelors,13, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,48, United-States, <=50K -90, Federal-gov,195433, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,30, United-States, <=50K -37, Local-gov,272471, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -32, Private,311524, HS-grad,9, Never-married, Craft-repair, Own-child, Black, Male,0,0,38, United-States, <=50K -18, Private,151386, HS-grad,9, Married-spouse-absent, Other-service, Own-child, Black, Male,0,0,40, Jamaica, <=50K -35, Private,187625, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,65, United-States, <=50K -50, Private,108933, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,2885,0,40, United-States, <=50K -54, Private,135388, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,5178,0,40, United-States, >50K -43, Private,169383, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -28, Self-emp-inc,191129, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,65, United-States, >50K -51, Private,467611, 9th,5, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, Mexico, <=50K -31, Private,373185, Some-college,10, Never-married, Craft-repair, Unmarried, White, Male,0,0,42, Mexico, <=50K -69, Private,130060, HS-grad,9, Separated, Transport-moving, Unmarried, Black, Female,2387,0,40, United-States, <=50K -57, Private,199934, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -71,,116165, Some-college,10, Widowed,, Not-in-family, White, Female,0,0,14, Canada, <=50K -28, Private,42881, 10th,6, Divorced, Machine-op-inspct, Own-child, White, Female,0,0,40, United-States, <=50K -28,,174666, 10th,6, Separated,, Not-in-family, White, Male,0,0,80, United-States, <=50K -25, Private,169759, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,95, United-States, <=50K -49, Self-emp-not-inc,181547, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,30, Columbia, <=50K -52, Private,95704, 9th,5, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,237432, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40,, <=50K -32, Private,226267, 5th-6th,3, Married-spouse-absent, Craft-repair, Other-relative, White, Male,0,0,40, El-Salvador, <=50K -31, Private,159979, Some-college,10, Never-married, Sales, Not-in-family, Asian-Pac-Islander, Female,0,0,50, United-States, <=50K -30, Private,203488, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,50, United-States, <=50K -24, Private,403671, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -45, Private,192323, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,66, Yugoslavia, <=50K -30, Private,167832, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -52, Private,145166, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,55, United-States, >50K -42, State-gov,155657, HS-grad,9, Divorced, Adm-clerical, Not-in-family, Black, Female,0,0,25, United-States, <=50K -49, Private,116789, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,39234, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,30, United-States, <=50K -25, Private,124111, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -41, Private,172828, 9th,5, Married-civ-spouse, Other-service, Husband, White, Male,0,0,55, Outlying-US(Guam-USVI-etc), <=50K -55, Private,143372, HS-grad,9, Divorced, Sales, Unmarried, Black, Female,0,0,40, United-States, <=50K -31, Self-emp-not-inc,265807, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,3137,0,50, United-States, <=50K -25, State-gov,218184, Bachelors,13, Never-married, Protective-serv, Not-in-family, Black, Female,0,0,40, United-States, <=50K -32, Private,154087, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -29, Federal-gov,440647, Some-college,10, Never-married, Adm-clerical, Other-relative, White, Male,0,0,40, United-States, <=50K -37, Private,193952, HS-grad,9, Divorced, Other-service, Not-in-family, Black, Female,0,0,40,, <=50K -52, Private,125932, 7th-8th,4, Widowed, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -19, Private,284652, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,15, United-States, <=50K -21,,214635, Some-college,10, Never-married,, Own-child, White, Male,0,0,24, United-States, <=50K -43, Private,173316, Assoc-acdm,12, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -39, State-gov,65390, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40,, <=50K -40, Self-emp-inc,45054, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -54, Private,185042, 1st-4th,2, Separated, Priv-house-serv, Other-relative, White, Female,0,0,40, Mexico, <=50K -35, Private,117381, Bachelors,13, Divorced, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -34, Private,258666, Assoc-voc,11, Never-married, Tech-support, Not-in-family, White, Female,0,1974,40, United-States, <=50K -35, Private,179668, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -57, Private,127277, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,40, Taiwan, >50K -26, Private,192022, Bachelors,13, Never-married, Other-service, Other-relative, White, Female,0,0,40, United-States, <=50K -55, Self-emp-not-inc,99551, Bachelors,13, Widowed, Sales, Unmarried, White, Female,0,0,15, United-States, <=50K -51, Private,208899, Bachelors,13, Separated, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -35, Private,287658, Assoc-acdm,12, Never-married, Transport-moving, Not-in-family, Black, Male,0,0,30, Jamaica, <=50K -31, Private,196125, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -17, Private,275051, 11th,7, Never-married, Adm-clerical, Own-child, White, Female,0,0,8, United-States, <=50K -38, Private,23892, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,40, United-States, <=50K -39, Federal-gov,376455, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1887,50, United-States, >50K -29, Private,267989, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -39, Private,30269, Assoc-voc,11, Divorced, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -42, Private,204235, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -46, Local-gov,209057, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -73, Private,349347, 7th-8th,4, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,25, United-States, <=50K -47, Local-gov,154033, Some-college,10, Divorced, Prof-specialty, Not-in-family, White, Female,0,1876,40, United-States, <=50K -28, Private,124680, HS-grad,9, Never-married, Sales, Unmarried, White, Female,0,0,70, United-States, <=50K -27, Private,132805, 10th,6, Never-married, Sales, Other-relative, White, Male,0,1980,40, United-States, <=50K -38, Private,99233, Prof-school,15, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, >50K -19, Private,224849, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,35, United-States, <=50K -60, Local-gov,101110, Assoc-voc,11, Divorced, Prof-specialty, Unmarried, White, Male,0,0,40, United-States, >50K -24, Private,184839, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -52, Private,302847, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,181322, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,45, United-States, <=50K -26, Local-gov,192213, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, Canada, <=50K -28, State-gov,37250, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,16, United-States, <=50K -38, Self-emp-inc,140854, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -47, Private,158286, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -50, Private,269095, Bachelors,13, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, >50K -27, Private,279960, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -47, Private,176239, Some-college,10, Widowed, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -36, Private,115360, 10th,6, Married-civ-spouse, Machine-op-inspct, Own-child, White, Female,3464,0,40, United-States, <=50K -49, Private,337666, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, Black, Male,0,0,40, United-States, <=50K -68,,255276, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,48, United-States, >50K -63, Private,145212, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -36, Private,185099, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,70, United-States, >50K -42, Private,142756, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,35, United-States, <=50K -28, Private,156300, Masters,14, Never-married, Exec-managerial, Not-in-family, Black, Female,0,0,45, United-States, <=50K -68,,186266, HS-grad,9, Married-civ-spouse,, Wife, White, Female,0,0,8, United-States, <=50K -38, Private,219137, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,22, United-States, <=50K -43, Private,110970, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,40, United-States, >50K -49, Private,203067, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -59, Private,148844, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -25, Private,154941, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -26, Private,124111, Assoc-acdm,12, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,36, United-States, <=50K -59, Private,157303, Some-college,10, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,48, United-States, <=50K -34, Private,113838, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -34, Private,165737, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,43, India, >50K -67, Private,140849, HS-grad,9, Widowed, Other-service, Not-in-family, White, Female,0,0,24, United-States, <=50K -45, Private,200363, Assoc-voc,11, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,44, United-States, <=50K -64, Private,180247, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -51, Private,82578, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,38, Canada, >50K -31, Private,227146, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, >50K -42, Self-emp-inc,348886, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -65, Private,90907, 5th-6th,3, Married-civ-spouse, Other-service, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -23, Private,142766, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,20, United-States, <=50K -31, Private,246439, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -33, Private,184784, 10th,6, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -17, Local-gov,195262, 11th,7, Never-married, Craft-repair, Own-child, White, Male,0,0,35, United-States, <=50K -63, Private,167967, Masters,14, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,46, United-States, <=50K -48, Private,145636, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,60, United-States, >50K -45, Local-gov,170099, Assoc-acdm,12, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -17, Private,228253, 10th,6, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,10, United-States, <=50K -26, Local-gov,205570, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -38, Federal-gov,506830, Some-college,10, Divorced, Tech-support, Unmarried, Black, Female,0,0,40, United-States, <=50K -29, Private,412435, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, Outlying-US(Guam-USVI-etc), <=50K -44, Private,163331, Some-college,10, Widowed, Adm-clerical, Unmarried, White, Female,0,0,32, United-States, <=50K -43, Federal-gov,222756, Masters,14, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -39, State-gov,318918, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -43, Private,105188, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Male,0,0,40, Haiti, <=50K -23, Private,199884, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Female,0,0,45, United-States, <=50K -19, Private,96483, HS-grad,9, Never-married, Other-service, Own-child, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -49, Self-emp-not-inc,192203, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Canada, <=50K -52, Private,203392, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,5013,0,40, United-States, <=50K -32, Private,99646, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -38, Private,167440, Bachelors,13, Married-civ-spouse, Transport-moving, Husband, White, Male,4508,0,40, United-States, <=50K -25,,210095, 5th-6th,3, Never-married,, Unmarried, White, Female,0,0,25, El-Salvador, <=50K -44, Private,219591, Some-college,10, Divorced, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -63, Private,30270, 7th-8th,4, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -42, Local-gov,226020, HS-grad,9, Separated, Other-service, Not-in-family, Black, Female,0,0,60,, <=50K -21, Private,314165, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,40, Columbia, <=50K -32, Private,330715, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -24, Self-emp-not-inc,35448, HS-grad,9, Separated, Other-service, Unmarried, White, Female,0,0,50, United-States, <=50K -50, State-gov,172970, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, Puerto-Rico, <=50K -26, Self-emp-inc,189502, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,80, United-States, >50K -35, Private,61518, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,35, United-States, <=50K -31, Private,574005, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,44, United-States, >50K -24, Private,281356, 1st-4th,2, Never-married, Farming-fishing, Not-in-family, Other, Male,0,0,66, Mexico, <=50K -40, Private,138975, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,56, United-States, <=50K -31, Private,176969, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,55, United-States, <=50K -43, Private,132393, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, Poland, <=50K -44, Private,194924, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,35, United-States, >50K -40, Private,478205, Bachelors,13, Never-married, Prof-specialty, Other-relative, White, Female,0,0,40, United-States, <=50K -75,,128224, 5th-6th,3, Married-civ-spouse,, Husband, White, Male,0,0,25, United-States, <=50K -52, Local-gov,30118, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,3137,0,42, United-States, <=50K -51, Self-emp-not-inc,290688, 5th-6th,3, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -39, State-gov,85566, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,121874, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,7688,0,50, United-States, >50K -40, Self-emp-not-inc,29036, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,35, United-States, <=50K -33, Private,348152, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -38, Local-gov,73715, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,60, United-States, >50K -29, Private,151382, Assoc-voc,11, Divorced, Handlers-cleaners, Unmarried, White, Male,0,0,50, United-States, <=50K -37, Private,236359, Some-college,10, Divorced, Adm-clerical, Not-in-family, Black, Female,0,0,37, United-States, <=50K -37, Private,19899, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,15024,0,45, United-States, >50K -19, Private,138760, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -46, Local-gov,354962, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, <=50K -46, Private,181363, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -37, Private,393360, Some-college,10, Never-married, Protective-serv, Own-child, Black, Male,0,0,30, United-States, <=50K -34, Private,210736, Some-college,10, Separated, Adm-clerical, Unmarried, Black, Female,0,0,40,, <=50K -38, Private,110013, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,43, United-States, <=50K -26, Private,193304, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,118551, Bachelors,13, Never-married, Other-service, Not-in-family, White, Female,0,0,35, United-States, <=50K -57, Private,201991, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,157446, 11th,7, Never-married, Craft-repair, Not-in-family, White, Male,0,0,65, United-States, <=50K -26, Local-gov,283217, Some-college,10, Never-married, Protective-serv, Own-child, White, Male,0,0,40, United-States, <=50K -20, Private,247794, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,84, United-States, <=50K -38, Private,43712, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,7298,0,60, United-States, >50K -61, Private,35649, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,6, United-States, <=50K -36, Self-emp-not-inc,342719, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45,, >50K -61,,71467, HS-grad,9, Married-civ-spouse,, Husband, White, Male,3103,0,40, United-States, >50K -17, Private,271837, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,16, United-States, <=50K -40, Private,400061, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, Other, Male,0,0,40, United-States, >50K -18, Private,62972, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,16, United-States, <=50K -21, Private,174907, Assoc-acdm,12, Never-married, Sales, Own-child, White, Female,0,0,32, United-States, <=50K -41, Private,176452, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,40, Peru, <=50K -46, Private,268358, 11th,7, Separated, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -55, Federal-gov,176904, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,176683, Assoc-acdm,12, Never-married, Sales, Not-in-family, White, Male,0,0,52, United-States, <=50K -39, Private,98077, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,42, United-States, <=50K -36, Private,266461, HS-grad,9, Never-married, Transport-moving, Own-child, Black, Male,0,0,48, United-States, <=50K -51, Private,312477, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,3908,0,40, United-States, <=50K -27, Private,604045, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Local-gov,131568, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -42, Private,97688, HS-grad,9, Divorced, Sales, Not-in-family, White, Male,0,0,47, United-States, <=50K -23, Private,373628, Bachelors,13, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -56, Private,367984, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,40, United-States, >50K -41, Self-emp-not-inc,193459, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -49, Private,250733, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,46, United-States, <=50K -46, Federal-gov,199725, Assoc-voc,11, Divorced, Craft-repair, Not-in-family, Amer-Indian-Eskimo, Female,0,0,60, United-States, <=50K -54, Private,156877, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Greece, <=50K -38, Private,122076, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,7298,0,43, United-States, >50K -45, Self-emp-not-inc,216402, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,50, India, >50K -50, Self-emp-not-inc,42402, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,2415,30, United-States, >50K -22, Private,315974, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -31, Private,63437, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,40, Ireland, <=50K -27, Private,160786, HS-grad,9, Divorced, Other-service, Not-in-family, White, Male,0,0,30, United-States, <=50K -34, Private,85374, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -46, Private,465974, 11th,7, Never-married, Transport-moving, Own-child, White, Male,0,0,30, United-States, <=50K -47, Private,78529, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -36, State-gov,98037, Assoc-voc,11, Married-civ-spouse, Other-service, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -22, Private,178390, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -51, Private,210940, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,2002,45, United-States, <=50K -43, Private,64506, Some-college,10, Divorced, Other-service, Not-in-family, White, Male,0,0,30, United-States, <=50K -54, Private,128378, Some-college,10, Widowed, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -24, Private,234460, 9th,5, Never-married, Machine-op-inspct, Own-child, Black, Female,0,0,40, Dominican-Republic, <=50K -29, Private,176760, Prof-school,15, Never-married, Prof-specialty, Not-in-family, Asian-Pac-Islander, Male,0,0,55, United-States, <=50K -40, State-gov,59460, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,38, United-States, <=50K -18, Private,234428, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -31, Private,215047, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,50, United-States, <=50K -57, Private,140426, Doctorate,16, Married-civ-spouse, Tech-support, Husband, White, Male,0,1977,40, Germany, >50K -32, Private,191777, Masters,14, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -48, Private,148995, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -24, Private,229773, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, <=50K -24, Private,174461, Assoc-acdm,12, Divorced, Other-service, Not-in-family, White, Female,0,0,22, United-States, <=50K -24, Private,250647, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Guatemala, <=50K -49, Local-gov,119904, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,7688,0,30, United-States, >50K -27, Self-emp-not-inc,151402, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,1573,70, United-States, <=50K -37, Private,184556, Some-college,10, Divorced, Tech-support, Unmarried, White, Female,0,0,40, United-States, <=50K -33, Private,263561, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, >50K -19, Private,177945, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,25, United-States, <=50K -45, Private,306889, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, >50K -54, Local-gov,54377, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -47, Private,144351, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,0,625,40, United-States, <=50K -22, Private,95566, Some-college,10, Married-spouse-absent, Sales, Own-child, Other, Female,0,0,22, Dominican-Republic, <=50K -20, Private,181675, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -36, Private,172129, 9th,5, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -49,,350759, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -58, Self-emp-not-inc,105592, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -20,,200061, Some-college,10, Never-married,, Own-child, White, Female,0,0,40,, <=50K -34, Self-emp-inc,200689, Bachelors,13, Divorced, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -36, Private,386726, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,1977,44, United-States, >50K -28, Local-gov,135567, Bachelors,13, Never-married, Adm-clerical, Not-in-family, Black, Female,4101,0,60, United-States, <=50K -38, Local-gov,282753, Assoc-voc,11, Divorced, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -32, Private,137367, 11th,7, Never-married, Craft-repair, Not-in-family, Asian-Pac-Islander, Male,0,0,40, India, <=50K -35, Self-emp-inc,153976, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -51, Self-emp-inc,96062, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -33, Private,152933, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,45, United-States, <=50K -71, Private,97870, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,15, Germany, <=50K -48, Private,254291, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -53, Self-emp-not-inc,101432, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -40, Private,125776, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -64, Self-emp-not-inc,165479, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,5, United-States, <=50K -42, Federal-gov,172307, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,48, United-States, >50K -25, Private,176729, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -66, Private,174276, Some-college,10, Widowed, Sales, Unmarried, White, Female,0,0,50, United-States, >50K -59, Federal-gov,48102, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40,, >50K -42, Self-emp-not-inc,79531, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -24, Private,306460, HS-grad,9, Never-married, Farming-fishing, Unmarried, White, Male,0,0,40, United-States, <=50K -19, Private,55284, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Female,0,0,25, United-States, <=50K -26, Private,172063, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,24, United-States, <=50K -22, Private,141028, HS-grad,9, Never-married, Other-service, Own-child, Black, Male,0,0,30, United-States, <=50K -33, Private,37274, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -63, Private,31389, 11th,7, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,12, United-States, <=50K -20, Private,415913, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,30, United-States, <=50K -33, Private,295591, 5th-6th,3, Married-spouse-absent, Craft-repair, Not-in-family, White, Male,0,0,40, Mexico, <=50K -57,,202903, 7th-8th,4, Married-civ-spouse,, Wife, White, Female,1173,0,45, Puerto-Rico, <=50K -56, Private,159770, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -70, Self-emp-not-inc,268832, Assoc-voc,11, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,24, United-States, >50K -42, Private,126003, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -25, Local-gov,225193, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Black, Female,0,0,40, United-States, <=50K -28, Private,297735, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -80, Self-emp-not-inc,225892, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,1409,0,40, United-States, <=50K -36, Private,605502, 10th,6, Never-married, Transport-moving, Not-in-family, Black, Female,0,0,40, United-States, <=50K -37, Private,174150, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -38, Private,165466, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,60, United-States, >50K -52, State-gov,189728, HS-grad,9, Separated, Other-service, Not-in-family, White, Female,0,0,35, United-States, <=50K -49, Private,360491, HS-grad,9, Widowed, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -30, Private,115040, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,262688, Some-college,10, Married-civ-spouse, Sales, Husband, Black, Male,7688,0,50, United-States, >50K -70, Self-emp-inc,158437, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,35, United-States, >50K -55, Private,41108, Some-college,10, Widowed, Farming-fishing, Not-in-family, White, Male,0,2258,62, United-States, >50K -25, Private,149875, Bachelors,13, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -59, Private,131916, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,40, Italy, >50K -22, Private,60668, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -41, Local-gov,153132, Assoc-acdm,12, Separated, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -62, Private,155256, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -54, Private,244770, HS-grad,9, Never-married, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -38, Private,312108, HS-grad,9, Never-married, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -52, Private,102828, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,40, United-States, >50K -36, Private,93225, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -74, Self-emp-inc,231002, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,30, United-States, >50K -35, Self-emp-not-inc,256992, 5th-6th,3, Married-civ-spouse, Other-service, Wife, White, Female,0,0,15, Mexico, <=50K -41, Private,118721, 12th,8, Divorced, Adm-clerical, Not-in-family, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -30, Private,151989, Assoc-voc,11, Married-civ-spouse, Tech-support, Wife, White, Female,0,0,40, United-States, <=50K -25, Private,109112, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,48, United-States, <=50K -35, Private,589809, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,13550,0,60, United-States, >50K -38, Private,172538, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,50, United-States, >50K -34, State-gov,318982, Masters,14, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,1848,40, United-States, >50K -48, Private,204629, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -50, Self-emp-not-inc,99894, 5th-6th,3, Never-married, Tech-support, Not-in-family, Asian-Pac-Islander, Female,0,0,15, United-States, <=50K -19, Private,369463, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -51, Private,79324, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,61178, Bachelors,13, Divorced, Adm-clerical, Unmarried, White, Male,0,0,40, United-States, <=50K -20, Private,204226, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -17, Private,183110, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,16, United-States, <=50K -42, Private,96321, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -25, Private,167031, Some-college,10, Never-married, Other-service, Other-relative, Other, Female,0,0,25, Ecuador, <=50K -36, Private,108997, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -65, Private,176796, Doctorate,16, Widowed, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -32, Self-emp-not-inc,134737, Bachelors,13, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,70, United-States, >50K -33, Self-emp-inc,49795, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,45, United-States, <=50K -32, State-gov,131588, Some-college,10, Never-married, Tech-support, Unmarried, Black, Female,0,0,20, United-States, <=50K -25, Private,307643, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -41, Local-gov,351350, Some-college,10, Divorced, Protective-serv, Unmarried, White, Female,0,0,40, United-States, <=50K -44, Private,260761, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -72, Private,156310, 10th,6, Married-civ-spouse, Other-service, Husband, White, Male,2414,0,12, United-States, <=50K -36, Private,207789, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,52, United-States, <=50K -67, Self-emp-not-inc,252842, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,1797,0,20, United-States, <=50K -28, Private,294936, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,4064,0,45, United-States, <=50K -24, Private,196269, 11th,7, Married-civ-spouse, Handlers-cleaners, Husband, Other, Male,0,0,40, United-States, <=50K -17, Private,46402, 7th-8th,4, Never-married, Sales, Own-child, White, Male,0,0,8, United-States, <=50K -32, Self-emp-not-inc,267161, Bachelors,13, Divorced, Exec-managerial, Unmarried, Black, Female,0,0,30, United-States, <=50K -67, Private,160456, 11th,7, Widowed, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -21,,123983, Some-college,10, Never-married,, Other-relative, Asian-Pac-Islander, Male,0,0,10, Vietnam, <=50K -51, Private,123053, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,5013,0,40, India, <=50K -32, Private,426467, 1st-4th,2, Never-married, Craft-repair, Not-in-family, White, Male,3674,0,40, Guatemala, <=50K -39, Private,269323, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -18, Self-emp-not-inc,42857, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Female,0,0,35, United-States, <=50K -50, Self-emp-not-inc,183915, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -24, Private,211391, 10th,6, Never-married, Sales, Not-in-family, White, Female,0,0,15, United-States, <=50K -21, Local-gov,193130, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -24, Private,86745, Bachelors,13, Never-married, Adm-clerical, Other-relative, Asian-Pac-Islander, Female,0,0,16, United-States, <=50K -34, Private,226525, Assoc-voc,11, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -68,,270339, 10th,6, Married-civ-spouse,, Husband, White, Male,0,0,35, United-States, <=50K -49, Self-emp-not-inc,343742, 10th,6, Never-married, Craft-repair, Not-in-family, Black, Male,0,0,32, United-States, <=50K -50, Private,150975, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -33, Private,207301, Assoc-acdm,12, Divorced, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -18, Private,135924, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -45, Private,184277, Assoc-voc,11, Divorced, Adm-clerical, Unmarried, White, Female,0,0,55, United-States, >50K -20, Private,142233, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,35, United-States, <=50K -46, Self-emp-inc,120902, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,3103,0,37, United-States, >50K -64, Local-gov,158412, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -39, Private,126161, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,45, United-States, <=50K -35, Private,149347, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,70, United-States, <=50K -21, Private,322674, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,32, United-States, <=50K -29, Private,55390, Assoc-acdm,12, Never-married, Tech-support, Not-in-family, White, Male,0,0,45, United-States, <=50K -38, State-gov,200904, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, Black, Female,0,0,30, United-States, >50K -45, Private,166056, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -30, Self-emp-not-inc,116666, Masters,14, Divorced, Prof-specialty, Not-in-family, Asian-Pac-Islander, Male,0,0,50, India, >50K -41, Private,168324, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -37, Private,121772, HS-grad,9, Never-married, Craft-repair, Not-in-family, Asian-Pac-Islander, Male,0,0,40, Hong, <=50K -45, Private,126889, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,1887,60, United-States, >50K -20,,401690, HS-grad,9, Never-married,, Not-in-family, White, Female,0,0,30, United-States, <=50K -45, Self-emp-inc,117605, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,48, United-States, >50K -20, Federal-gov,410446, HS-grad,9, Never-married, Adm-clerical, Other-relative, White, Male,0,0,20, United-States, <=50K -63, Self-emp-inc,38472, Some-college,10, Widowed, Sales, Not-in-family, White, Female,14084,0,60, United-States, >50K -35, Self-emp-not-inc,335704, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,70261, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -19, Private,47577, Some-college,10, Never-married, Transport-moving, Not-in-family, White, Male,0,0,50, United-States, <=50K -23, Private,117767, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,35, United-States, <=50K -34, Private,179641, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,45, United-States, <=50K -23,,343553, 11th,7, Never-married,, Not-in-family, Black, Male,0,0,40, United-States, <=50K -36, Self-emp-not-inc,328466, 5th-6th,3, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, Mexico, >50K -46, Private,265097, HS-grad,9, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,5, United-States, <=50K -38, Local-gov,414791, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,42, United-States, >50K -55, Local-gov,48055, 12th,8, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -27, Private,341672, Some-college,10, Never-married, Adm-clerical, Other-relative, Asian-Pac-Islander, Male,0,0,40, India, <=50K -48, Private,266764, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -35, Private,233571, HS-grad,9, Divorced, Other-service, Own-child, White, Female,0,0,50, United-States, <=50K -53, Private,126592, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Black, Male,7688,0,40, United-States, >50K -47, Private,70754, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -50, Private,138852, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,4650,0,22, United-States, <=50K -32, Private,175856, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,193494, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,46, United-States, <=50K -41, Private,104334, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -47, Federal-gov,197332, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -21, Private,205844, Some-college,10, Never-married, Sales, Own-child, Black, Female,0,0,25, United-States, <=50K -45, Local-gov,206459, Masters,14, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,35, United-States, <=50K -33, Private,202822, 7th-8th,4, Never-married, Other-service, Unmarried, Black, Female,0,0,14, Trinadad&Tobago, <=50K -68, Without-pay,174695, Some-college,10, Married-spouse-absent, Farming-fishing, Unmarried, White, Female,0,0,25, United-States, <=50K -44, Private,183342, Prof-school,15, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -49, Private,105614, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, <=50K -45, Private,329603, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, Poland, >50K -41, Private,77373, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,1848,65, United-States, >50K -29, Private,207473, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, Mexico, <=50K -46, Private,149161, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,60,, <=50K -19, Private,311974, HS-grad,9, Never-married, Craft-repair, Other-relative, White, Male,0,0,25, Mexico, <=50K -56, Private,175127, 10th,6, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -55, Self-emp-not-inc,111625, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -29, Private,48895, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -21, Private,27049, HS-grad,9, Never-married, Priv-house-serv, Not-in-family, White, Female,0,0,25, United-States, <=50K -38, Private,108907, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40,, <=50K -52, Private,94988, 5th-6th,3, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,50, United-States, <=50K -22, Private,218343, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -20, Private,227626, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,60, United-States, <=50K -31, Private,272856, HS-grad,9, Never-married, Craft-repair, Own-child, Black, Male,0,0,50, England, <=50K -39, Private,30916, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -55, Private,276229, Some-college,10, Divorced, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -35, Private,289106, Assoc-acdm,12, Separated, Sales, Unmarried, White, Male,0,0,40, United-States, <=50K -67,,39100, HS-grad,9, Married-civ-spouse,, Wife, White, Female,0,0,5, United-States, <=50K -45, Private,192776, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,7298,0,55, United-States, >50K -61, Private,147280, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -18, Private,187770, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,30, United-States, <=50K -51, State-gov,213296, Bachelors,13, Widowed, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -37, Self-emp-not-inc,107410, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -21,,170272, Some-college,10, Never-married,, Own-child, White, Female,0,0,25, United-States, <=50K -32, Private,86808, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,38, United-States, <=50K -48, Private,149210, HS-grad,9, Separated, Craft-repair, Unmarried, Black, Male,0,0,45, United-States, <=50K -62, Private,123411, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,53, United-States, <=50K -21,,306779, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -28, Private,487347, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,45, United-States, <=50K -19, Private,283945, 10th,6, Never-married, Handlers-cleaners, Other-relative, White, Male,0,1602,45, United-States, <=50K -20, Private,375698, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,15, United-States, <=50K -41, Private,271753, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,251854, Bachelors,13, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -47, Private,264052, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,50, United-States, >50K -43, State-gov,28451, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,37, United-States, >50K -20, Private,282604, Some-college,10, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,20, United-States, <=50K -29, Private,185908, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,55, United-States, >50K -51, Federal-gov,198186, Bachelors,13, Widowed, Prof-specialty, Not-in-family, Black, Female,0,0,40, United-States, <=50K -40, Private,242521, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -26, Private,337940, 5th-6th,3, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40, Mexico, <=50K -30, Private,212064, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -36, Private,129263, HS-grad,9, Widowed, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -68, Local-gov,144761, HS-grad,9, Widowed, Protective-serv, Not-in-family, White, Male,0,1668,20, United-States, <=50K -42, Private,109912, Some-college,10, Never-married, Tech-support, Not-in-family, White, Female,0,0,40, United-States, >50K -41, Private,113324, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -43, Private,187795, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -20, Private,173724, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,20, United-States, <=50K -43, Private,185129, Bachelors,13, Divorced, Tech-support, Own-child, White, Male,0,0,40, United-States, <=50K -53, Private,73134, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,15024,0,60, United-States, >50K -45, Private,236040, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -39, Private,74194, HS-grad,9, Never-married, Farming-fishing, Unmarried, White, Male,0,0,40, United-States, <=50K -31, Local-gov,102130, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, <=50K -23, Private,140915, Some-college,10, Never-married, Sales, Other-relative, Asian-Pac-Islander, Male,0,0,25, Philippines, <=50K -69,,107575, HS-grad,9, Divorced,, Not-in-family, White, Female,2964,0,35, United-States, <=50K -38, State-gov,34364, Masters,14, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -37, Self-emp-not-inc,258037, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, Cuba, >50K -18, Private,391585, HS-grad,9, Never-married, Machine-op-inspct, Other-relative, White, Female,0,0,40, United-States, <=50K -41, Self-emp-not-inc,233130, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, Mexico, <=50K -30, Private,101345, Bachelors,13, Married-civ-spouse, Sales, Wife, White, Female,3103,0,55, United-States, >50K -23,,32897, Assoc-acdm,12, Married-civ-spouse,, Husband, White, Male,0,0,20, United-States, <=50K -26, Private,248612, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,30, United-States, <=50K -37, Private,212465, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,198587, Some-college,10, Never-married, Tech-support, Not-in-family, Black, Female,2174,0,50, United-States, <=50K -33, Private,405913, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, Peru, >50K -37, Private,588003, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,40, United-States, >50K -31, Private,46807, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -27, Private,210498, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,80, United-States, <=50K -35, Private,206951, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -28, Self-emp-not-inc,237466, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,30, United-States, >50K -59, Private,279636, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,50, Guatemala, <=50K -42, Private,29320, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -50, Private,271262, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -27,,29361, Assoc-acdm,12, Never-married,, Not-in-family, White, Female,0,0,45, United-States, <=50K -32, Private,76773, Some-college,10, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -27, Private,109004, HS-grad,9, Separated, Craft-repair, Unmarried, Black, Male,0,0,40, United-States, <=50K -43, Private,226902, Bachelors,13, Divorced, Machine-op-inspct, Other-relative, White, Male,0,0,40, United-States, <=50K -46, Private,176552, 11th,7, Divorced, Prof-specialty, Unmarried, Amer-Indian-Eskimo, Male,0,0,40, United-States, >50K -41, Private,182303, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -59, Local-gov,296253, Masters,14, Divorced, Prof-specialty, Unmarried, White, Female,8614,0,60, United-States, >50K -20, Private,218215, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,30, United-States, <=50K -57, Private,165695, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40,, >50K -46, Self-emp-not-inc,51271, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,4386,0,70, United-States, <=50K -45, Private,96100, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, <=50K -29, Local-gov,82393, HS-grad,9, Never-married, Handlers-cleaners, Unmarried, Asian-Pac-Islander, Male,0,1590,45, United-States, <=50K -23, Private,248978, 11th,7, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, Mexico, <=50K -46, Private,254367, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,1590,48, United-States, <=50K -55,,200235, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,50, United-States, >50K -58, Private,94429, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -38, Private,87282, Assoc-voc,11, Never-married, Exec-managerial, Other-relative, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -29, Private,119793, Some-college,10, Never-married, Sales, Other-relative, White, Male,0,0,50, United-States, <=50K -57,,85815, HS-grad,9, Divorced,, Own-child, Asian-Pac-Islander, Male,0,0,20, United-States, <=50K -26, Local-gov,197764, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -42, Private,306982, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, Asian-Pac-Islander, Male,0,0,40, Philippines, >50K -61, Private,80896, HS-grad,9, Separated, Transport-moving, Unmarried, Asian-Pac-Islander, Male,0,0,45, United-States, >50K -31, Private,197886, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,15024,0,45, United-States, >50K -43, Private,355728, HS-grad,9, Divorced, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -47, Private,121124, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,15024,0,50, United-States, >50K -51, State-gov,193720, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,56, United-States, >50K -23, Private,347292, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -24, Private,34506, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -25, Private,326370, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,38,, <=50K -22,,269221, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -38, Private,63509, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -48, Private,148254, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Wife, White, Female,0,0,16, United-States, >50K -33, Private,190511, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,30, United-States, <=50K -46, Private,268022, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55,, >50K -18, Private,20057, 7th-8th,4, Never-married, Other-service, Other-relative, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -52, Private,206862, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -46, Private,189498, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1848,45, United-States, >50K -28, Private,166320, HS-grad,9, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -37, Private,289886, Some-college,10, Never-married, Other-service, Other-relative, Asian-Pac-Islander, Male,0,0,30, Vietnam, <=50K -23,,86337, Some-college,10, Never-married,, Not-in-family, White, Female,0,0,15, United-States, <=50K -45, Local-gov,54190, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -17, Private,147069, 10th,6, Never-married, Sales, Own-child, White, Female,0,0,16, United-States, <=50K -56, Private,282023, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -38, Self-emp-inc,379485, Assoc-acdm,12, Divorced, Exec-managerial, Unmarried, White, Male,0,0,45, United-States, <=50K -81, Private,129338, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,10, United-States, <=50K -22, Private,99829, Some-college,10, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,30, United-States, <=50K -43, State-gov,182254, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -31, Private,109428, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,1740,40, United-States, <=50K -42, Self-emp-not-inc,351161, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1887,40, United-States, >50K -66,,210750, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,50, United-States, <=50K -50, Private,132716, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -31, Private,242984, Some-college,10, Separated, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Private,101509, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -21,,509629, Some-college,10, Never-married,, Own-child, White, Female,0,0,35, United-States, <=50K -36, Private,119957, Bachelors,13, Separated, Other-service, Unmarried, Black, Female,0,0,35, United-States, <=50K -33, Private,69727, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, Mexico, <=50K -36, Private,204590, Bachelors,13, Divorced, Prof-specialty, Unmarried, Black, Female,0,213,40, United-States, <=50K -37,,50862, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,55, United-States, <=50K -50, Private,182907, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,25, United-States, <=50K -55, Private,206487, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -29, Private,168015, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -24, Private,149396, Some-college,10, Never-married, Other-service, Other-relative, Black, Female,0,0,30, Haiti, <=50K -39, Federal-gov,184964, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, >50K -34, Private,398988, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -29, Private,128777, 7th-8th,4, Divorced, Craft-repair, Unmarried, White, Female,0,0,55, United-States, <=50K -60, Private,252413, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Other, Male,0,0,32, United-States, >50K -33, Private,181372, Masters,14, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,50, United-States, >50K -58, Private,216851, 9th,5, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, El-Salvador, <=50K -27, Private,106935, Some-college,10, Separated, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -46, State-gov,363875, Some-college,10, Divorced, Protective-serv, Unmarried, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -63, Private,287277, HS-grad,9, Divorced, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, <=50K -38, Self-emp-not-inc,172342, Some-college,10, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -23, Private,308498, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,15, United-States, <=50K -29, Private,122127, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,8614,0,40, United-States, >50K -31, Private,106437, Prof-school,15, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,60, United-States, >50K -49, Self-emp-inc,306289, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -45, Self-emp-inc,201699, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -42, Private,282062, 9th,5, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -48, Private,235108, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,339482, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,181820, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -49, Self-emp-not-inc,99335, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -40, Private,367533, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,2580,0,40, United-States, <=50K -57, Private,64960, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,45, United-States, <=50K -50, Private,269095, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -46, Private,58683, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,55, United-States, >50K -35, Self-emp-not-inc,89508, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,3908,0,60, United-States, <=50K -19, Private,100999, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -18, Private,34125, 10th,6, Never-married, Other-service, Own-child, White, Female,0,0,28, United-States, <=50K -20, Private,115057, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -42, Private,139126, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -46, Private,104632, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Asian-Pac-Islander, Male,0,0,40, Cambodia, >50K -40, Federal-gov,178866, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,20, United-States, >50K -54, Private,139850, Masters,14, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,45, United-States, >50K -28, Private,61435, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -38, Private,309230, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -28, Private,45613, Some-college,10, Never-married, Priv-house-serv, Not-in-family, White, Female,0,0,40, United-States, <=50K -22, Private,272615, 11th,7, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -31, Private,54318, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -27, Private,165519, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -45, Private,48495, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,42, United-States, >50K -38, Private,143123, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -67, Self-emp-not-inc,431426, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Wife, White, Female,20051,0,4, United-States, >50K -75, Private,256474, Masters,14, Never-married, Protective-serv, Not-in-family, White, Male,0,0,16, United-States, <=50K -41, Private,191451, Masters,14, Divorced, Exec-managerial, Unmarried, Black, Female,0,0,60, United-States, >50K -37, Private,99146, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -47, Private,235986, HS-grad,9, Never-married, Exec-managerial, Own-child, White, Female,0,0,50, Cuba, <=50K -34, Local-gov,429897, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, Mexico, >50K -25, Private,189897, HS-grad,9, Married-civ-spouse, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -52, Private,145155, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -27, State-gov,192257, HS-grad,9, Never-married, Protective-serv, Own-child, White, Male,2174,0,40, United-States, <=50K -35, Private,194960, HS-grad,9, Never-married, Farming-fishing, Not-in-family, Other, Male,0,0,40, Puerto-Rico, <=50K -44, Local-gov,357814, 12th,8, Married-civ-spouse, Other-service, Other-relative, White, Female,0,0,35, Mexico, <=50K -27, Local-gov,137629, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,80, United-States, >50K -42, Private,156526, Some-college,10, Never-married, Tech-support, Not-in-family, White, Male,0,0,33, United-States, <=50K -26, Private,189238, 9th,5, Never-married, Other-service, Own-child, White, Female,0,0,38, El-Salvador, <=50K -23, Private,202989, HS-grad,9, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, Canada, <=50K -28, Private,25684, HS-grad,9, Never-married, Prof-specialty, Not-in-family, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -38, Self-emp-not-inc,192939, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -28, Private,138692, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,50, United-States, <=50K -29, Private,222249, HS-grad,9, Never-married, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -56, Self-emp-not-inc,201318, 9th,5, Married-civ-spouse, Exec-managerial, Other-relative, White, Male,3411,0,50, Columbia, <=50K -23,,190650, Bachelors,13, Never-married,, Not-in-family, Asian-Pac-Islander, Male,0,0,35, United-States, <=50K -30, Private,56004, Some-college,10, Never-married, Exec-managerial, Own-child, Black, Female,0,0,40, United-States, <=50K -48, Private,182313, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -45, Self-emp-not-inc,138962, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,72,, <=50K -38, Private,277248, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, Cuba, >50K -24, Private,125031, HS-grad,9, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,40, United-States, <=50K -47, State-gov,216414, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -22, Private,171176, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,48,, <=50K -29, Private,356133, Some-college,10, Never-married, Prof-specialty, Other-relative, White, Female,0,0,40, United-States, <=50K -45, Private,185397, Assoc-acdm,12, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -24, Private,308285, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -40, Private,56651, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -28, Local-gov,154863, 9th,5, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, Trinadad&Tobago, >50K -46, Federal-gov,44706, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,0,50, United-States, >50K -34,,222548, Some-college,10, Married-civ-spouse,, Wife, White, Female,0,0,4, United-States, <=50K -32, Private,248754, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,104981, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -23, Private,315065, Some-college,10, Never-married, Other-service, Unmarried, White, Male,0,0,35, Mexico, <=50K -46, Private,188325, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,221661, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,35, United-States, <=50K -59, Private,81973, Masters,14, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, >50K -31, Private,169122, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -48, Private,216734, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -34, Private,98101, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -19, Private,292511, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,25, United-States, <=50K -20, Private,122971, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,35, United-States, <=50K -29, Private,124953, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,50, United-States, <=50K -54, Private,123011, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -36, Private,76417, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,52, United-States, <=50K -43, Private,351576, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,50, United-States, >50K -46, Federal-gov,33794, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,3103,0,40, United-States, >50K -33, Private,79923, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -33, Private,117983, 10th,6, Divorced, Other-service, Unmarried, White, Female,0,0,45, United-States, <=50K -36, Private,186110, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,187589, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,5178,0,40, United-States, >50K -37,,319685, Assoc-voc,11, Married-civ-spouse,, Husband, White, Male,0,0,54, United-States, >50K -64,,64101, 12th,8, Married-civ-spouse,, Husband, White, Male,0,0,24, United-States, <=50K -45, Self-emp-not-inc,162923, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -25, Private,288519, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -28, Private,33798, Assoc-voc,11, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,195734, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,2354,0,40, United-States, <=50K -23, Private,214120, HS-grad,9, Never-married, Priv-house-serv, Own-child, White, Male,0,0,40, United-States, <=50K -24, Private,113515, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -58, Self-emp-not-inc,261230, Some-college,10, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -36, Private,98515, Assoc-voc,11, Divorced, Tech-support, Unmarried, White, Female,0,0,40, United-States, <=50K -46, Private,187715, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -23,,214238, 7th-8th,4, Never-married,, Not-in-family, White, Female,0,0,40, Mexico, <=50K -32, Private,123964, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,4386,0,50, United-States, <=50K -26, Private,68991, HS-grad,9, Never-married, Other-service, Unmarried, Black, Male,0,0,40, United-States, <=50K -52, Private,292110, 5th-6th,3, Never-married, Handlers-cleaners, Not-in-family, White, Female,0,0,40, United-States, <=50K -19, Private,198320, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,45, United-States, <=50K -33, Private,709798, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -60, Private,372838, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,160402, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,38, United-States, <=50K -45, Private,98475, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,45, United-States, <=50K -37, Local-gov,97136, Some-college,10, Married-spouse-absent, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -29, Private,136985, Assoc-acdm,12, Never-married, Tech-support, Own-child, White, Male,0,0,40, United-States, <=50K -53, Private,187356, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,66, United-States, <=50K -46, State-gov,107231, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1740,40, United-States, <=50K -20, Private,305874, Some-college,10, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -39, Private,290922, Masters,14, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -48, Private,248254, Some-college,10, Married-civ-spouse, Prof-specialty, Wife, White, Female,7298,0,40, United-States, >50K -38, Private,160808, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,4386,0,48, United-States, <=50K -36, Private,247321, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -53, Private,247651, 7th-8th,4, Divorced, Machine-op-inspct, Unmarried, Black, Female,0,0,56, United-States, <=50K -29, Private,214702, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,1974,35, United-States, <=50K -64, Private,75577, 7th-8th,4, Married-civ-spouse, Adm-clerical, Husband, White, Male,2580,0,50, United-States, <=50K -34, Private,561334, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -36,,224886, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -41, Local-gov,401134, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -34, Private,258170, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,38, United-States, <=50K -68,,141181, 9th,5, Married-civ-spouse,, Husband, White, Male,0,0,2, United-States, <=50K -37, Private,292370, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Other, Male,0,0,50,, >50K -22, Private,300871, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -43, Private,136721, 12th,8, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -19,,140399, Some-college,10, Never-married,, Other-relative, White, Female,0,0,30, United-States, <=50K -36, Private,109133, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -47, Private,186534, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, >50K -25, Private,226891, Assoc-voc,11, Never-married, Other-service, Other-relative, Asian-Pac-Islander, Female,0,0,40,, <=50K -33, Private,241885, Some-college,10, Separated, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -27, Private,97165, Some-college,10, Never-married, Machine-op-inspct, Other-relative, White, Female,0,0,40, United-States, <=50K -33, Private,212918, Some-college,10, Never-married, Tech-support, Not-in-family, White, Male,0,0,70, United-States, <=50K -24, Private,211585, HS-grad,9, Married-civ-spouse, Transport-moving, Own-child, White, Female,0,0,40, United-States, <=50K -47, Local-gov,178309, Some-college,10, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -48, Self-emp-inc,481987, 10th,6, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,215211, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -33, Local-gov,194901, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -44, Private,340885, Bachelors,13, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,1977,40, United-States, >50K -33, Local-gov,190290, Assoc-voc,11, Never-married, Protective-serv, Not-in-family, White, Male,0,0,56, United-States, <=50K -26, Private,188569, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,25, United-States, <=50K -22, Private,162282, Assoc-voc,11, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -34, Private,287315, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -31, Self-emp-inc,304212, Some-college,10, Never-married, Exec-managerial, Own-child, White, Male,0,0,45, United-States, <=50K -73,,200878, HS-grad,9, Widowed,, Not-in-family, White, Female,0,0,15, United-States, <=50K -38, Local-gov,256864, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -51, Self-emp-not-inc,46401, Some-college,10, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -36, Private,37778, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,191722, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,7688,0,54, United-States, >50K -64, Self-emp-not-inc,103643, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,15, United-States, >50K -24, Private,143766, Some-college,10, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,55, United-States, <=50K -21, State-gov,204425, Some-college,10, Never-married, Exec-managerial, Own-child, White, Female,0,0,20, United-States, <=50K -28, Private,156257, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, >50K -18,,113185, 11th,7, Never-married,, Own-child, White, Male,0,0,25, United-States, <=50K -41, Self-emp-inc,112262, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -17, Private,28031, 9th,5, Never-married, Other-service, Own-child, White, Male,0,0,16, United-States, <=50K -58, Private,320102, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -50, Self-emp-not-inc,334273, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,8, United-States, <=50K -30, Private,356015, 11th,7, Married-spouse-absent, Handlers-cleaners, Not-in-family, Amer-Indian-Eskimo, Male,0,0,40, Mexico, <=50K -47, Private,278900, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,142528, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,20, United-States, <=50K -50, Federal-gov,343014, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,40, United-States, <=50K -29, Private,201017, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,55, Scotland, <=50K -31, Self-emp-not-inc,81030, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -40, Self-emp-not-inc,34007, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,70, United-States, >50K -31, Private,29662, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,60, United-States, <=50K -53, Private,347446, 9th,5, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, <=50K -33, Private,90668, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -43, Private,190403, Bachelors,13, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -56, Private,109015, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,7688,0,50, United-States, >50K -38, Private,234807, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,50, United-States, >50K -18, Private,157131, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,30, United-States, <=50K -50, Private,94081, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -78, Private,135566, HS-grad,9, Widowed, Sales, Unmarried, White, Female,2329,0,12, United-States, <=50K -27, Private,103164, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -19, Private,570002, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,25, United-States, <=50K -24, State-gov,215797, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -20, Private,289405, Some-college,10, Never-married, Sales, Own-child, White, Male,0,1602,15, United-States, <=50K -25, Private,239461, Masters,14, Never-married, Prof-specialty, Own-child, White, Male,0,0,35, United-States, <=50K -34, Private,101510, Bachelors,13, Divorced, Sales, Not-in-family, White, Female,0,0,50, United-States, >50K -30, Self-emp-inc,443546, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,0,35, United-States, <=50K -37, Federal-gov,141029, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Private,207202, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,48, United-States, >50K -67, Without-pay,137192, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, Asian-Pac-Islander, Male,0,0,12, Philippines, <=50K -35, Private,222989, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,30, United-States, <=50K -75, Self-emp-not-inc,36325, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,30, United-States, <=50K -47, Private,73394, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,50, United-States, <=50K -23, Private,249046, 10th,6, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -51, Federal-gov,100653, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,8, United-States, <=50K -42, Local-gov,1125613, HS-grad,9, Divorced, Other-service, Not-in-family, Black, Male,0,0,40, United-States, <=50K -32, Private,101352, Some-college,10, Married-civ-spouse, Tech-support, Wife, White, Female,0,0,32, United-States, >50K -54, Private,340476, HS-grad,9, Separated, Sales, Unmarried, White, Female,0,0,35, United-States, <=50K -20, Private,192711, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Female,0,0,40, United-States, <=50K -39, Private,273362, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -41, Private,100451, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,7688,0,38, United-States, >50K -35, Private,85399, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -45, Local-gov,168191, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, >50K -27, Private,153475, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -61, Self-emp-not-inc,196773, 7th-8th,4, Married-civ-spouse, Sales, Husband, White, Male,0,0,30, United-States, >50K -41, Private,180138, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -22, Private,48347, Some-college,10, Never-married, Tech-support, Own-child, White, Male,0,0,40, United-States, <=50K -55, Private,175071, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Black, Male,15024,0,40, United-States, >50K -66,,129476, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,6, United-States, <=50K -25, Private,181772, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,284317, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,35, United-States, <=50K -20, Private,237305, Some-college,10, Never-married, Machine-op-inspct, Other-relative, Black, Female,0,0,35, United-States, <=50K -67, Self-emp-inc,111321, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,16, United-States, <=50K -44, Private,278476, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -42, Private,39060, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -29, Local-gov,205262, Some-college,10, Never-married, Adm-clerical, Not-in-family, Other, Male,0,0,40, Ecuador, <=50K -48, Private,198000, Some-college,10, Never-married, Craft-repair, Unmarried, White, Female,0,0,38, United-States, >50K -25, Private,397962, HS-grad,9, Never-married, Adm-clerical, Other-relative, Black, Female,0,0,40, United-States, <=50K -31, Private,178370, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,99, United-States, >50K -48, Private,121253, Bachelors,13, Married-spouse-absent, Sales, Unmarried, White, Female,0,2472,70, United-States, >50K -40, Private,56072, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,20, United-States, <=50K -26, Private,176756, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,60374, HS-grad,9, Married-civ-spouse, Other-service, Own-child, White, Female,0,0,35, United-States, <=50K -52, Private,165681, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -41, Self-emp-not-inc,287037, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -39, Self-emp-not-inc,55568, Bachelors,13, Married-civ-spouse, Farming-fishing, Wife, White, Female,0,0,50, United-States, <=50K -48, Private,155509, HS-grad,9, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,16, Trinadad&Tobago, <=50K -19, Private,201178, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,30, United-States, <=50K -27, Private,37250, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,1651,40, United-States, <=50K -59, Private,314149, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,1740,50, United-States, <=50K -19, Private,264593, Some-college,10, Never-married, Sales, Other-relative, White, Male,0,0,40, United-States, <=50K -32, Private,159589, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,50, United-States, <=50K -39, Private,454915, HS-grad,9, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,40, United-States, <=50K -33, Private,285131, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,150057, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -27, Private,55390, Some-college,10, Never-married, Farming-fishing, Own-child, White, Male,0,0,45, United-States, <=50K -23, Private,314894, HS-grad,9, Never-married, Exec-managerial, Own-child, White, Female,0,0,45, United-States, <=50K -59,,184948, Assoc-voc,11, Divorced,, Not-in-family, White, Male,0,0,48, United-States, <=50K -25, Local-gov,124483, Bachelors,13, Never-married, Adm-clerical, Not-in-family, Asian-Pac-Islander, Male,0,0,20, India, <=50K -37, Self-emp-inc,97986, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,68, United-States, <=50K -31, Private,210562, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,65, United-States, <=50K -24, Private,233280, Assoc-acdm,12, Never-married, Sales, Own-child, White, Female,0,0,37, United-States, <=50K -53, Local-gov,164300, Bachelors,13, Divorced, Adm-clerical, Unmarried, White, Female,0,0,38, Dominican-Republic, <=50K -26, Private,227489, Some-college,10, Never-married, Handlers-cleaners, Other-relative, Black, Male,0,0,40,, <=50K -25, Private,263773, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -59, Private,96459, 11th,7, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -39, Federal-gov,116608, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -28, Private,180007, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -22, Private,305466, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -20, Private,238917, HS-grad,9, Never-married, Craft-repair, Other-relative, White, Male,0,0,40, El-Salvador, <=50K -25, Private,129784, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -27, Private,367390, Some-college,10, Never-married, Craft-repair, Unmarried, White, Male,0,0,50, United-States, <=50K -20, Private,235691, HS-grad,9, Never-married, Sales, Unmarried, White, Male,0,0,40, United-States, <=50K -63,,166425, Some-college,10, Widowed,, Not-in-family, Black, Female,0,0,24, United-States, <=50K -43, Self-emp-not-inc,160369, 10th,6, Divorced, Farming-fishing, Unmarried, White, Male,0,0,25, United-States, <=50K -39, Private,206298, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -27, Private,183523, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,45, United-States, <=50K -17, Private,217342, 10th,6, Never-married, Sales, Own-child, White, Female,0,0,5, United-States, <=50K -40, State-gov,141858, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,72, United-States, <=50K -50, Private,213296, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, United-States, >50K -23, Self-emp-inc,201682, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,35, United-States, <=50K -60, Private,178312, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,7298,0,65, United-States, >50K -30, Private,269723, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -24, Private,200593, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,50, United-States, <=50K -23, Private,32616, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -24, Private,259510, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,5013,0,30, United-States, <=50K -45, Self-emp-not-inc,271828, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,20, United-States, <=50K -58, Self-emp-inc,78104, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,60, United-States, >50K -22, Private,113703, Some-college,10, Never-married, Sales, Other-relative, White, Male,0,0,20, United-States, <=50K -41, Private,187802, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -48, Private,440706, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -31, Private,191834, HS-grad,9, Divorced, Machine-op-inspct, Other-relative, White, Male,0,0,40, United-States, <=50K -33, Private,149184, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,50, United-States, >50K -49, Self-emp-inc,315998, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -30, Private,159589, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,50, United-States, >50K -38, Private,60313, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -58, Local-gov,32855, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,48, United-States, <=50K -58, Private,142326, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, <=50K -61, Self-emp-not-inc,201965, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -58, Private,172333, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,7688,0,40, United-States, >50K -32, Private,206541, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,45, United-States, >50K -33, Self-emp-not-inc,177828, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -28, Private,303440, Bachelors,13, Separated, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, >50K -22, Private,89991, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,11, United-States, <=50K -35, Private,186009, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -59, Private,170988, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, <=50K -45, Self-emp-inc,180239, Prof-school,15, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,7688,0,40,, >50K -50, Self-emp-not-inc,213654, HS-grad,9, Married-civ-spouse, Sales, Husband, Black, Male,0,0,40, United-States, <=50K -56, Self-emp-inc,32316, 12th,8, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -36, Self-emp-not-inc,150371, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -18,,387871, 10th,6, Never-married,, Own-child, White, Male,0,0,30, United-States, <=50K -28, Private,314649, Some-college,10, Married-civ-spouse, Sales, Husband, Amer-Indian-Eskimo, Male,0,0,60, United-States, <=50K -42, Private,240255, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,40, United-States, >50K -60, Private,206339, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -41, Self-emp-inc,230168, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,91, United-States, <=50K -42, Private,171424, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,7298,0,45, United-States, >50K -36, Private,148581, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, >50K -52, Local-gov,89705, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -42, Self-emp-not-inc,248406, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -26, Local-gov,72594, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,55, United-States, >50K -31, Local-gov,137537, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -47, Private,225065, 5th-6th,3, Separated, Sales, Unmarried, White, Female,0,0,40, Mexico, <=50K -35, Private,217274, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, <=50K -19, Private,69151, 9th,5, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,25, United-States, <=50K -59, Self-emp-not-inc,81107, Some-college,10, Married-civ-spouse, Sales, Wife, White, Female,0,0,80, United-States, >50K -38, Private,205852, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -36, Private,201117, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -35, Private,397307, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,55, United-States, <=50K -39, Private,115422, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,30, United-States, <=50K -64, Private,114994, Some-college,10, Separated, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -17, Local-gov,39815, 10th,6, Never-married, Other-service, Own-child, White, Female,0,0,25, United-States, <=50K -49, Private,151584, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,32, United-States, <=50K -19, Private,164938, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,25, United-States, <=50K -36, Self-emp-not-inc,179896, HS-grad,9, Married-civ-spouse, Prof-specialty, Wife, White, Female,3137,0,40, United-States, <=50K -26, Private,253841, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,45, United-States, <=50K -27, Private,177955, 5th-6th,3, Never-married, Priv-house-serv, Other-relative, White, Female,2176,0,40, El-Salvador, <=50K -66, Private,113323, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,20051,0,40, United-States, >50K -38, Private,320305, 7th-8th,4, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,229287, Bachelors,13, Never-married, Exec-managerial, Other-relative, White, Female,0,0,25, United-States, <=50K -19, Private,100790, HS-grad,9, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -30, Private,331419, Assoc-acdm,12, Never-married, Craft-repair, Not-in-family, White, Male,4787,0,50, United-States, >50K -22, Private,171419, Assoc-voc,11, Never-married, Exec-managerial, Unmarried, Asian-Pac-Islander, Male,0,0,40, South, <=50K -60, Private,202226, Some-college,10, Divorced, Craft-repair, Own-child, White, Male,0,0,44, United-States, >50K -54, Private,308087, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,1977,18, United-States, >50K -46, Private,220124, HS-grad,9, Separated, Craft-repair, Not-in-family, White, Male,0,0,37, United-States, <=50K -33, State-gov,31703, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -51, Local-gov,153908, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -43, Private,180599, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,60, United-States, >50K -18,,252046, HS-grad,9, Never-married,, Own-child, White, Female,0,0,30, United-States, <=50K -60, Self-emp-inc,160062, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,25, United-States, <=50K -39, Self-emp-not-inc,148443, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -23, Private,91733, Bachelors,13, Never-married, Tech-support, Own-child, White, Female,3325,0,40, United-States, <=50K -39, Private,176634, Assoc-acdm,12, Never-married, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -40, Local-gov,74949, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -48, Private,165484, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,65, United-States, >50K -24, Private,44738, HS-grad,9, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,40, United-States, <=50K -32, Private,130040, HS-grad,9, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -31, Self-emp-not-inc,234537, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -39, Private,179016, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, Black, Male,0,0,40, United-States, <=50K -27, Private,335421, Masters,14, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -45, State-gov,312678, Masters,14, Never-married, Adm-clerical, Not-in-family, Black, Male,0,0,38, United-States, <=50K -22,,313786, HS-grad,9, Divorced,, Other-relative, Black, Female,0,0,40, United-States, <=50K -31, Private,198751, Bachelors,13, Never-married, Craft-repair, Not-in-family, Asian-Pac-Islander, Male,0,0,40, Vietnam, <=50K -63, Private,131519, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -45, Private,285060, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -28, State-gov,189765, Some-college,10, Separated, Adm-clerical, Unmarried, White, Female,0,0,50, United-States, <=50K -23, Private,130905, Bachelors,13, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -50, Private,146325, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,44, United-States, >50K -33, Private,102821, 12th,8, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -22,,137876, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -27, Private,388998, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,13550,0,46, United-States, >50K -29, Private,82910, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,309122, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,35, United-States, <=50K -60, Private,532845, 1st-4th,2, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Mexico, >50K -46, Private,195833, Bachelors,13, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50,, <=50K -67,,98882, Masters,14, Widowed,, Not-in-family, White, Female,0,0,40, United-States, <=50K -20,,133515, Some-college,10, Never-married,, Own-child, White, Female,0,0,15, France, <=50K -23, Private,55215, Bachelors,13, Never-married, Sales, Own-child, White, Male,0,0,55, United-States, <=50K -38, Self-emp-inc,176357, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -60, Private,185836, Prof-school,15, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -20, Self-emp-not-inc,54152, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Female,0,0,35, United-States, <=50K -37, Private,212437, Some-college,10, Widowed, Machine-op-inspct, Unmarried, Black, Female,0,0,48, United-States, <=50K -37, Private,224566, HS-grad,9, Never-married, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -58, Private,200040, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,41526, Bachelors,13, Never-married, Craft-repair, Own-child, White, Male,0,0,30, Canada, <=50K -27, Private,89598, Some-college,10, Never-married, Adm-clerical, Unmarried, White, Female,0,0,60, United-States, <=50K -33, Private,323811, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,55, United-States, <=50K -43, State-gov,30824, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -21, Federal-gov,181096, Some-college,10, Never-married, Tech-support, Own-child, Black, Male,0,0,20, United-States, <=50K -45, Private,217953, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Other, Male,0,0,40, Mexico, <=50K -44, Private,222635, 5th-6th,3, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, <=50K -52,,121942, 7th-8th,4, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -53, Private,346871, HS-grad,9, Divorced, Prof-specialty, Not-in-family, White, Male,4787,0,46, United-States, >50K -31, Private,184889, HS-grad,9, Never-married, Other-service, Own-child, Black, Female,0,0,20, United-States, <=50K -18, Federal-gov,101709, 11th,7, Never-married, Other-service, Own-child, Asian-Pac-Islander, Male,0,0,15, Philippines, <=50K -20, Private,125010, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,30, United-States, <=50K -32, Private,53135, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -48, Private,498328, 10th,6, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, <=50K -46, Private,604380, HS-grad,9, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,40, United-States, <=50K -28, Private,174327, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, <=50K -27, Self-emp-not-inc,357283, HS-grad,9, Never-married, Sales, Not-in-family, Black, Male,0,0,40, United-States, <=50K -18, Federal-gov,280728, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,32, United-States, <=50K -69, Self-emp-not-inc,185039, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,9386,0,12, United-States, >50K -50, Self-emp-inc,251240, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -43, Private,143046, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,40, Greece, <=50K -32, Private,210541, Bachelors,13, Divorced, Sales, Unmarried, White, Female,0,0,30, United-States, <=50K -43, Private,172364, HS-grad,9, Separated, Exec-managerial, Not-in-family, White, Female,0,0,48, United-States, <=50K -52, Self-emp-not-inc,138611, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,7688,0,55, United-States, >50K -50, Private,176227, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40,, >50K -35, Private,139647, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, >50K -20,,174461, HS-grad,9, Never-married,, Own-child, White, Female,0,0,5, United-States, <=50K -73,,123345, HS-grad,9, Widowed,, Not-in-family, White, Female,0,0,65, United-States, <=50K -46, Private,164427, HS-grad,9, Divorced, Adm-clerical, Own-child, White, Female,0,0,45, United-States, <=50K -58, Private,205235, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, >50K -46, Self-emp-inc,192779, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,60, United-States, >50K -40, Private,163434, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -25, Private,264055, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -22, Private,336215, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,25, United-States, <=50K -33, Federal-gov,78307, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -49, Federal-gov,233059, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -62, Private,91433, 10th,6, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -56, Local-gov,157525, Some-college,10, Divorced, Protective-serv, Not-in-family, Black, Male,0,0,48, United-States, <=50K -24, Private,86065, HS-grad,9, Never-married, Transport-moving, Unmarried, White, Female,0,0,40, Mexico, <=50K -42, Private,22831, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -41, Private,180181, Masters,14, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -23, Private,212617, Bachelors,13, Never-married, Other-service, Not-in-family, White, Male,0,0,66, Ecuador, <=50K -22,,125905, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -35, Private,336793, Bachelors,13, Never-married, Adm-clerical, Other-relative, White, Male,0,0,40, United-States, <=50K -42, Private,314649, HS-grad,9, Married-spouse-absent, Handlers-cleaners, Other-relative, Asian-Pac-Islander, Male,0,0,40,, <=50K -22, Private,283969, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, Mexico, <=50K -32, Self-emp-not-inc,35595, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -25, Private,410240, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -66, Private,178120, 5th-6th,3, Divorced, Priv-house-serv, Not-in-family, Black, Female,0,0,15, United-States, <=50K -26, State-gov,294400, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,38, United-States, <=50K -46, Private,65353, Some-college,10, Divorced, Transport-moving, Own-child, White, Male,3325,0,55, United-States, <=50K -55, Private,189719, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -24, Private,23438, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,178037, HS-grad,9, Never-married, Sales, Unmarried, White, Male,0,0,40, United-States, <=50K -22, Private,109815, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -31, Private,197860, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Private,271933, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -54, Private,141663, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,15, United-States, <=50K -19,,199609, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -56, Private,92215, 9th,5, Divorced, Craft-repair, Not-in-family, White, Female,0,0,40, United-States, >50K -47, Private,93449, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,0,60, Japan, <=50K -29, Private,235393, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -53, Private,151864, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,189277, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -50,,204577, Bachelors,13, Married-civ-spouse,, Husband, Black, Male,0,1902,60, United-States, >50K -42, Private,344572, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, >50K -21, Private,265356, Some-college,10, Never-married, Sales, Other-relative, White, Male,0,0,40, United-States, <=50K -36, Self-emp-inc,166880, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,70, United-States, <=50K -60, Private,188650, 5th-6th,3, Married-civ-spouse, Sales, Husband, White, Male,0,0,40,, >50K -69, Private,213249, Assoc-voc,11, Widowed, Sales, Not-in-family, White, Female,0,0,25, United-States, <=50K -31, Private,112627, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -48, Private,125120, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,55, United-States, <=50K -23, Private,60409, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -24, Private,243190, Assoc-acdm,12, Separated, Craft-repair, Unmarried, Asian-Pac-Islander, Male,8614,0,40, United-States, >50K -47, Private,583755, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,40, United-States, >50K -36, Private,68089, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -39, Private,306646, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -22, Private,186573, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Female,0,0,46, United-States, <=50K -27, Private,279580, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,10520,0,45, United-States, >50K -36, Private,437909, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -54, Private,420691, 1st-4th,2, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, Mexico, <=50K -33, Federal-gov,94193, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -42, Private,154076, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,50, United-States, >50K -52, Private,145879, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,65, United-States, <=50K -23, Private,208946, Bachelors,13, Never-married, Sales, Own-child, White, Male,0,0,32, United-States, <=50K -33, Private,231826, 1st-4th,2, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, Mexico, <=50K -30, Private,178587, Assoc-voc,11, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,38, United-States, <=50K -35, Private,213208, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, Black, Male,0,0,38, Jamaica, <=50K -35,,139770, Assoc-voc,11, Married-civ-spouse,, Wife, White, Female,0,0,20, United-States, >50K -27, Private,153869, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,37, United-States, <=50K -24, Private,88676, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,35, United-States, <=50K -44, Local-gov,151089, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -62, Private,138621, Assoc-voc,11, Separated, Priv-house-serv, Not-in-family, Black, Female,0,0,20, United-States, <=50K -45, Private,30457, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,40, United-States, >50K -75, Self-emp-not-inc,213349, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,20, United-States, <=50K -47, Private,192776, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -64, Private,192884, Prof-school,15, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -54, Private,103024, HS-grad,9, Divorced, Tech-support, Not-in-family, White, Male,0,0,42, United-States, >50K -41, Federal-gov,510072, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -33, Private,178615, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,249956, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,10, United-States, <=50K -51, Private,177705, Bachelors,13, Divorced, Sales, Not-in-family, White, Male,0,0,50, United-States, >50K -45, Self-emp-inc,121124, Prof-school,15, Never-married, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, >50K -18,,25837, 11th,7, Never-married,, Own-child, White, Male,0,0,72, United-States, <=50K -43, Private,557349, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, Yugoslavia, <=50K -30, Private,89735, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,1504,40, United-States, <=50K -32, Private,222548, HS-grad,9, Divorced, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -45, Private,47314, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1902,40,, >50K -61, Private,316359, Some-college,10, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -21, Private,200089, 1st-4th,2, Married-civ-spouse, Other-service, Other-relative, White, Male,0,0,40, England, <=50K -56, Private,271795, 11th,7, Divorced, Craft-repair, Not-in-family, White, Male,0,0,49, United-States, <=50K -28, Private,31801, HS-grad,9, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,60, United-States, <=50K -23, Private,196508, Some-college,10, Never-married, Handlers-cleaners, Own-child, Black, Female,0,0,40, United-States, <=50K -55, Private,189933, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,84, United-States, <=50K -27,,501172, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,419,20, Mexico, <=50K -33, Private,361497, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,70, United-States, <=50K -22, Private,150175, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -43, Local-gov,155106, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -32, Self-emp-not-inc,62272, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -38, Private,189916, Some-college,10, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, United-States, <=50K -18, Private,324011, 9th,5, Never-married, Farming-fishing, Own-child, White, Male,0,0,20, United-States, <=50K -35, Private,105803, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -67,,53588, HS-grad,9, Widowed,, Not-in-family, White, Female,0,0,40, United-States, <=50K -29, Private,107998, HS-grad,9, Divorced, Machine-op-inspct, Own-child, White, Female,0,0,40, United-States, <=50K -19, Private,340567, 1st-4th,2, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,55, Mexico, <=50K -39, Private,167777, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, <=50K -29, Private,228860, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1887,50, United-States, >50K -45, Self-emp-inc,40666, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, >50K -44, Private,277488, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,3103,0,40, United-States, >50K -42, Local-gov,195897, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,242984, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -52, Local-gov,236497, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -18,,312634, 11th,7, Never-married,, Own-child, White, Male,0,0,25, United-States, <=50K -64, Private,59829, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,25, France, <=50K -30, Private,24292, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -43, Local-gov,180407, Bachelors,13, Divorced, Exec-managerial, Unmarried, White, Male,0,0,42, Germany, <=50K -49, Self-emp-not-inc,121238, Some-college,10, Never-married, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -35, Private,281982, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -37, Self-emp-not-inc,348739, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -49, Private,194189, 7th-8th,4, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -19, Private,329130, 11th,7, Separated, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -22, Private,205939, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Male,2202,0,4, United-States, <=50K -31, Private,62165, HS-grad,9, Never-married, Other-service, Own-child, Black, Male,0,0,40, United-States, <=50K -26, Private,224361, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -44, Private,34722, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, <=50K -38, Private,175972, Some-college,10, Married-civ-spouse, Other-service, Wife, White, Female,0,0,40, United-States, <=50K -33, Self-emp-not-inc,359428, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -24,,138504, HS-grad,9, Separated,, Unmarried, Black, Female,0,0,37, United-States, <=50K -18, Private,268952, 12th,8, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -32, Private,257978, Assoc-voc,11, Widowed, Tech-support, Unmarried, Black, Female,0,0,40, United-States, <=50K -27, Private,118799, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -28, State-gov,78356, Masters,14, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,40, Jamaica, <=50K -30, Self-emp-not-inc,609789, Assoc-voc,11, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -33, Private,123157, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Male,0,0,38, United-States, <=50K -74, Private,84197, Masters,14, Divorced, Sales, Not-in-family, White, Female,0,0,10, United-States, <=50K -36, Private,162312, HS-grad,9, Never-married, Craft-repair, Not-in-family, Asian-Pac-Islander, Male,0,0,70, South, <=50K -36, Private,138441, Assoc-acdm,12, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,55, United-States, <=50K -29, Private,239753, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,2057,20, United-States, <=50K -39, Private,262158, Bachelors,13, Divorced, Exec-managerial, Unmarried, White, Female,0,0,45, United-States, <=50K -25, Self-emp-inc,133373, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,80, United-States, <=50K -21, Private,57916, HS-grad,9, Separated, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -39, State-gov,142897, Assoc-voc,11, Never-married, Exec-managerial, Unmarried, White, Female,0,0,50, United-States, <=50K -38, Private,161016, Some-college,10, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,32, United-States, <=50K -20, Private,227491, HS-grad,9, Never-married, Sales, Not-in-family, Asian-Pac-Islander, Female,0,0,25, United-States, <=50K -51, Private,306790, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -21, Private,33831, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -36, Private,188972, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -50, Private,313546, HS-grad,9, Separated, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -38, Private,220585, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -25, Local-gov,476599, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -23, Private,163665, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,15, United-States, <=50K -36, Private,306646, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -41, Private,206470, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, Germany, <=50K -34, Private,169583, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, <=50K -19, State-gov,127085, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,10, United-States, <=50K -18, Private,152044, 10th,6, Never-married, Other-service, Own-child, White, Female,0,0,3, United-States, <=50K -36, Private,111387, 10th,6, Divorced, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -46, Private,102318, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,1887,40, United-States, >50K -29, Private,213692, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,45, United-States, <=50K -23, Private,163665, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,32, United-States, <=50K -35, Private,30529, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,290226, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -40, Private,182136, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,73266, Some-college,10, Never-married, Transport-moving, Own-child, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -19, State-gov,60412, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,15, United-States, <=50K -70, Private,187891, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,194304, Some-college,10, Divorced, Transport-moving, Not-in-family, Black, Male,0,0,55, United-States, <=50K -35, Private,160910, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -25, Private,148300, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,35, United-States, <=50K -39, Private,165743, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -50, Private,123174, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,37,, >50K -43, Private,184018, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -37, Federal-gov,188069, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, Philippines, >50K -51, Private,138852, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,7298,0,40, El-Salvador, >50K -29,,78529, 10th,6, Separated,, Unmarried, White, Female,0,0,12, United-States, <=50K -20, Private,164441, HS-grad,9, Never-married, Other-service, Own-child, Black, Male,0,0,40, United-States, <=50K -21, Private,199419, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -47, Private,181342, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Wife, Black, Female,0,0,40, United-States, <=50K -44, Private,173382, Assoc-acdm,12, Divorced, Tech-support, Unmarried, White, Female,0,0,40, United-States, <=50K -17, Private,184924, 9th,5, Never-married, Handlers-cleaners, Own-child, White, Male,0,1719,15, United-States, <=50K -25, Private,215384, 11th,7, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -43, State-gov,424094, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -46, Federal-gov,212120, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -42, Private,185764, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,60, United-States, <=50K -46, Local-gov,133969, Masters,14, Divorced, Prof-specialty, Not-in-family, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -22, Private,32616, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -49, Private,149210, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, <=50K -21, Private,161210, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, <=50K -53, Private,285621, Masters,14, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -43, Private,282069, Some-college,10, Divorced, Craft-repair, Unmarried, White, Male,0,0,42, United-States, <=50K -22, Private,97508, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,50, United-States, <=50K -33, Private,356823, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,10520,0,45, United-States, >50K -28, Private,171133, Assoc-voc,11, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -25, Private,231638, Some-college,10, Never-married, Tech-support, Unmarried, White, Female,0,0,24, United-States, <=50K -40, Private,191342, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,40, China, >50K -50, Private,226497, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,45, United-States, >50K -48, Self-emp-not-inc,373606, Some-college,10, Divorced, Sales, Unmarried, White, Male,0,0,65, United-States, >50K -30, Private,39150, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,288840, HS-grad,9, Married-spouse-absent, Other-service, Unmarried, Black, Female,0,0,38, United-States, <=50K -34, Private,293703, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -42, Private,79586, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, >50K -48, Self-emp-not-inc,82098, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,65, United-States, <=50K -38, Private,245372, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,45, United-States, >50K -29, Private,78261, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,355996, 10th,6, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -64, Private,218490, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,27828,0,55, United-States, >50K -44, Private,110908, Assoc-voc,11, Married-civ-spouse, Transport-moving, Wife, White, Female,0,0,25, United-States, <=50K -42, Federal-gov,34218, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,50, United-States, >50K -49, Private,248895, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, <=50K -25, Private,363707, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,272411, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Private,128033, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -20, Private,177287, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,38, United-States, <=50K -44, Private,197344, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,50, United-States, <=50K -45, Private,285858, Bachelors,13, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -27, Self-emp-inc,193868, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -18, Private,232082, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -38, Private,27408, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,0,0,50, United-States, <=50K -45, Private,247043, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,42, United-States, <=50K -27, Local-gov,162404, HS-grad,9, Never-married, Protective-serv, Not-in-family, Black, Male,2174,0,40, United-States, <=50K -64, Private,236341, 5th-6th,3, Widowed, Other-service, Not-in-family, Black, Female,0,0,16, United-States, <=50K -66, Local-gov,179285, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,3432,0,20, United-States, <=50K -34, Private,30433, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,35, United-States, <=50K -45, Self-emp-not-inc,102771, Bachelors,13, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -42, Self-emp-not-inc,221172, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -32, Private,108116, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,60, United-States, >50K -26, Private,375499, 10th,6, Never-married, Adm-clerical, Not-in-family, Black, Male,0,0,20, United-States, <=50K -27, Private,178688, Assoc-voc,11, Never-married, Craft-repair, Other-relative, White, Male,0,0,40, United-States, <=50K -21, Private,276709, Some-college,10, Never-married, Sales, Other-relative, White, Female,0,0,40, United-States, <=50K -23,,238087, Some-college,10, Never-married,, Own-child, White, Male,0,0,30, United-States, <=50K -47, Private,84790, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -20, State-gov,37482, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -46, State-gov,178686, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,38, United-States, >50K -35,,153926, HS-grad,9, Married-civ-spouse,, Wife, Black, Female,0,0,40, United-States, <=50K -55, Private,110748, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1887,40, United-States, >50K -28, Private,116613, Some-college,10, Never-married, Tech-support, Own-child, White, Female,0,0,24, United-States, <=50K -21, Private,108687, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -36, Private,365739, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -29, Private,195284, Doctorate,16, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,60, United-States, >50K -38, Private,125933, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40,, >50K -37, Private,140854, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -81, Self-emp-not-inc,193237, 1st-4th,2, Widowed, Sales, Other-relative, White, Male,0,0,45, Mexico, <=50K -41, Private,46870, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -29, Private,351324, Bachelors,13, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -30, Self-emp-not-inc,189265, Assoc-acdm,12, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -25, Private,236564, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -42, Federal-gov,557644, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -30, Private,374454, HS-grad,9, Divorced, Transport-moving, Own-child, Black, Male,0,0,40, United-States, <=50K -65,,160654, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,20, United-States, <=50K -18, Private,122775, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,35, United-States, <=50K -26, Private,214413, 11th,7, Never-married, Machine-op-inspct, Unmarried, White, Male,6497,0,48, United-States, <=50K -30, Private,329425, Some-college,10, Never-married, Protective-serv, Own-child, White, Male,0,0,48, United-States, <=50K -61, Private,178312, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,42, United-States, <=50K -21, Private,241951, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,45, United-States, <=50K -53, Private,130143, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,48, United-States, <=50K -41, Self-emp-inc,114580, Prof-school,15, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,2415,55, United-States, >50K -43, Self-emp-inc,130126, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,45, United-States, >50K -60, Private,399387, 7th-8th,4, Separated, Priv-house-serv, Unmarried, Black, Female,0,0,15, United-States, <=50K -47, Private,163814, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -48, Private,69586, Some-college,10, Divorced, Adm-clerical, Not-in-family, Black, Male,0,0,40, United-States, <=50K -32, Private,237903, Bachelors,13, Never-married, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -25,,219897, Masters,14, Never-married,, Not-in-family, White, Female,0,0,35, Canada, <=50K -31, Private,243165, Bachelors,13, Never-married, Prof-specialty, Unmarried, White, Male,0,0,40, United-States, <=50K -33, State-gov,173806, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,30, United-States, <=50K -27, Self-emp-not-inc,65308, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -44, Private,408531, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, >50K -44, Private,235786, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,7298,0,45, United-States, >50K -37, Private,314963, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,81206, HS-grad,9, Divorced, Handlers-cleaners, Not-in-family, Black, Male,0,0,40, United-States, <=50K -51, Federal-gov,293196, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -51, Private,95329, Masters,14, Divorced, Protective-serv, Unmarried, White, Male,0,0,40, United-States, <=50K -25, Local-gov,45474, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -25, Private,372728, Bachelors,13, Never-married, Other-service, Not-in-family, Black, Female,0,0,24, Jamaica, <=50K -29, Federal-gov,116394, Bachelors,13, Married-AF-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -36, Self-emp-not-inc,34180, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,70, United-States, >50K -55, Private,327589, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -39, Private,706180, Bachelors,13, Divorced, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -31, Private,32550, 10th,6, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -31, Private,173858, Prof-school,15, Married-civ-spouse, Tech-support, Husband, Asian-Pac-Islander, Male,0,0,40, India, <=50K -51, Self-emp-inc,230095, Assoc-voc,11, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -30, Private,139012, Assoc-voc,11, Never-married, Adm-clerical, Other-relative, Asian-Pac-Islander, Male,2463,0,40, Vietnam, <=50K -62, Private,174711, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,32, United-States, <=50K -37, Private,171150, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,99999,0,60, United-States, >50K -30, Self-emp-inc,77689, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,7688,0,50, United-States, >50K -27, Private,193898, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,52, United-States, <=50K -32, Private,195000, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,45, United-States, >50K -23, Private,303121, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,30, United-States, <=50K -35, Self-emp-not-inc,188540, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -46, Private,158656, Assoc-acdm,12, Never-married, Prof-specialty, Unmarried, White, Female,0,0,36, United-States, <=50K -45, Self-emp-inc,204196, Bachelors,13, Divorced, Exec-managerial, Unmarried, White, Male,0,0,50, United-States, >50K -27, Private,183802, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -46, Private,148995, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -22, Private,190903, 11th,7, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,20, United-States, <=50K -37, State-gov,173780, Some-college,10, Divorced, Prof-specialty, Unmarried, White, Female,0,0,30, United-States, <=50K -42, Private,251239, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, Puerto-Rico, <=50K -45, Private,112761, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -33, State-gov,425785, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -46, Private,197731, Assoc-voc,11, Married-spouse-absent, Machine-op-inspct, Unmarried, White, Male,0,0,40, United-States, <=50K -24, Private,119156, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,50, United-States, <=50K -56, Private,133819, HS-grad,9, Separated, Craft-repair, Not-in-family, White, Female,0,0,40, United-States, <=50K -34, Private,185556, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,12, United-States, >50K -50, Private,109277, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -48, Self-emp-inc,36020, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -45, Private,45857, 11th,7, Married-civ-spouse, Other-service, Wife, White, Female,0,0,36, United-States, <=50K -55, Private,184882, Assoc-voc,11, Married-civ-spouse, Transport-moving, Husband, White, Male,5178,0,50, United-States, >50K -41, State-gov,342834, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -66, Private,234743, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,24, United-States, <=50K -29, Federal-gov,106179, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Female,0,1408,40, United-States, <=50K -37, Private,177895, Some-college,10, Married-civ-spouse, Tech-support, Wife, White, Female,5013,0,40, United-States, <=50K -63,,257876, Prof-school,15, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -61, Private,86067, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,15024,0,40, United-States, >50K -64, Private,66634, Bachelors,13, Divorced, Exec-managerial, Unmarried, White, Male,27828,0,50, United-States, >50K -35, Private,138441, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,35, United-States, <=50K -22, Private,279802, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -58, Private,407138, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,2936,0,50, Mexico, <=50K -58, Private,31732, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -24, Private,204172, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Female,0,0,48, United-States, <=50K -34, Private,100593, Some-college,10, Divorced, Prof-specialty, Unmarried, White, Female,0,0,6, United-States, <=50K -33, Local-gov,162623, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, <=50K -33, Self-emp-not-inc,80933, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -17, Private,47425, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,15, United-States, <=50K -27, Private,107812, Bachelors,13, Married-civ-spouse, Sales, Other-relative, White, Male,0,0,40, United-States, >50K -20, Self-emp-inc,104443, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -52, Private,117496, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,1755,40, United-States, >50K -30, Private,209691, 7th-8th,4, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -22, Private,314525, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -20, Private,190772, Assoc-acdm,12, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -64, Local-gov,199298, 5th-6th,3, Divorced, Other-service, Not-in-family, White, Female,0,0,45,, <=50K -49, Private,187370, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,50, United-States, >50K -38, Private,216129, Bachelors,13, Divorced, Other-service, Not-in-family, Black, Female,0,0,60,, <=50K -46, Federal-gov,219293, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,80, United-States, >50K -17, Private,136363, 10th,6, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -45, Private,233799, 1st-4th,2, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Mexico, <=50K -27, Private,207611, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -45, Self-emp-inc,178344, Assoc-voc,11, Divorced, Sales, Unmarried, White, Female,0,0,30, United-States, <=50K -26, Self-emp-inc,187652, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,78, United-States, >50K -23, Private,188545, Assoc-acdm,12, Never-married, Adm-clerical, Own-child, White, Female,0,1974,20, United-States, <=50K -44, Local-gov,58124, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Male,0,0,45, United-States, <=50K -36, Private,321733, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,1741,40, United-States, <=50K -35, Private,206253, 9th,5, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -24,,152140, HS-grad,9, Married-civ-spouse,, Wife, White, Female,0,0,40, United-States, <=50K -56, Private,76281, Bachelors,13, Married-spouse-absent, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -47, Private,606752, Masters,14, Divorced, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -32, Private,29933, Bachelors,13, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,50, United-States, >50K -29, Private,114158, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Female,3325,0,10, United-States, <=50K -55,,227203, Assoc-acdm,12, Married-spouse-absent,, Not-in-family, White, Female,0,0,5, United-States, <=50K -35, Self-emp-inc,65624, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -37, Private,34146, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,68, United-States, <=50K -36, Self-emp-not-inc,34378, Assoc-voc,11, Married-civ-spouse, Farming-fishing, Husband, White, Male,3908,0,75, United-States, <=50K -33, Private,141490, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,45, United-States, <=50K -34, Private,199227, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,50, United-States, <=50K -24, Private,224954, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -25, Private,231357, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -31, Self-emp-inc,113530, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,45, United-States, <=50K -38, Private,22245, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,36383, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, Mexico, >50K -35, Private,320305, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,32, United-States, <=50K -67,,201657, Bachelors,13, Divorced,, Not-in-family, White, Female,0,0,60, United-States, <=50K -34, Private,48935, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, <=50K -46, Private,101455, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -19, Local-gov,243960, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,16, United-States, <=50K -26, Private,90915, Assoc-acdm,12, Never-married, Other-service, Own-child, Black, Female,0,0,15, United-States, <=50K -28, Private,315287, Some-college,10, Never-married, Prof-specialty, Not-in-family, Black, Male,0,0,40, United-States, <=50K -47, Private,106255, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -49, Local-gov,215895, Masters,14, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, Italy, >50K -33, Self-emp-not-inc,170979, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1887,40, United-States, >50K -44, Private,210525, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -30, Private,195488, HS-grad,9, Never-married, Priv-house-serv, Own-child, White, Female,0,0,40, Guatemala, <=50K -18, Private,152246, Some-college,10, Never-married, Other-service, Own-child, Asian-Pac-Islander, Male,0,0,16, United-States, <=50K -60, Self-emp-not-inc,187794, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,3103,0,60, United-States, >50K -44, Private,110396, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Male,14084,0,56, United-States, >50K -81,,89391, Prof-school,15, Married-civ-spouse,, Husband, White, Male,0,0,24, United-States, >50K -43, State-gov,254817, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -35, Private,41777, 12th,8, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,20, United-States, <=50K -58, Self-emp-not-inc,234841, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,72, United-States, <=50K -32, Private,79586, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,40, India, <=50K -40, Private,115331, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,35, United-States, <=50K -32, Private,63564, HS-grad,9, Never-married, Other-service, Own-child, Black, Female,0,0,40, United-States, <=50K -21, Private,132053, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,1721,35, United-States, <=50K -44, Private,370502, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,25, Mexico, <=50K -33, Private,59083, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,1902,45, United-States, >50K -25, Private,69413, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -42, Private,32981, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -27, Private,176683, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -62,,144116, 10th,6, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -31, Self-emp-not-inc,209213, HS-grad,9, Never-married, Sales, Not-in-family, Black, Male,0,0,40,, <=50K -33, State-gov,150657, Bachelors,13, Never-married, Prof-specialty, Other-relative, Black, Female,0,0,40, United-States, <=50K -50, Self-emp-not-inc,124793, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, <=50K -50, Private,22211, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,50, United-States, >50K -46, Private,270565, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -22, Private,38251, Assoc-acdm,12, Never-married, Other-service, Unmarried, White, Female,0,0,35, United-States, <=50K -66, State-gov,162945, Prof-school,15, Married-civ-spouse, Exec-managerial, Husband, Black, Male,20051,0,55, United-States, >50K -52, Private,195638, HS-grad,9, Never-married, Other-service, Unmarried, White, Female,0,0,45, United-States, <=50K -57, Self-emp-not-inc,118806, 1st-4th,2, Widowed, Craft-repair, Other-relative, White, Female,0,1602,45, Columbia, <=50K -41, Self-emp-not-inc,44006, Assoc-voc,11, Divorced, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K -42, Private,119679, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,1579,42, United-States, <=50K -19, Private,333953, 12th,8, Never-married, Other-service, Other-relative, White, Female,0,0,30, United-States, <=50K -45, Local-gov,172111, Bachelors,13, Divorced, Exec-managerial, Unmarried, Black, Female,0,0,60, United-States, <=50K -51, Self-emp-not-inc,32372, 12th,8, Married-civ-spouse, Other-service, Husband, White, Male,0,0,99, United-States, <=50K -69,,117525, Assoc-acdm,12, Divorced,, Unmarried, White, Female,0,0,1, United-States, <=50K -45, Self-emp-not-inc,123681, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,30, United-States, <=50K -48, Private,317360, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,50, United-States, <=50K -60, Federal-gov,119832, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,7298,0,40, United-States, >50K -42, Private,135056, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -19, State-gov,135162, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,10, United-States, <=50K -39, Self-emp-not-inc,194004, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,70, United-States, <=50K -46, Private,177633, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, >50K -58, Local-gov,212864, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,3908,0,40, United-States, <=50K -36, Private,30509, Some-college,10, Divorced, Prof-specialty, Unmarried, White, Female,0,0,45, United-States, <=50K -21, Private,118712, HS-grad,9, Never-married, Craft-repair, Unmarried, White, Male,0,0,35, United-States, <=50K -41, Private,199018, Prof-school,15, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -17, Private,151799, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -29, Private,181280, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -52, Private,232024, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,60, United-States, <=50K -33, Private,226267, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, Mexico, <=50K -38, Private,240467, Masters,14, Never-married, Exec-managerial, Unmarried, Black, Female,0,0,35, United-States, <=50K -42, Private,154374, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -24, State-gov,231473, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,30, United-States, <=50K -59, Private,158813, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -36, Private,346478, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,2415,45, United-States, >50K -54, Private,215990, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,7688,0,40, United-States, >50K -39, Private,177154, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,15024,0,50, United-States, >50K -42, Self-emp-not-inc,238188, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,96, United-States, <=50K -54, Self-emp-not-inc,156800, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -26, Private,130620, Assoc-acdm,12, Married-spouse-absent, Craft-repair, Other-relative, Asian-Pac-Islander, Female,0,0,40,, <=50K -50, Private,175339, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, >50K -42, Private,37937, Assoc-voc,11, Married-civ-spouse, Other-service, Husband, White, Male,0,0,45, United-States, <=50K -48, Federal-gov,166634, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, White, Female,7688,0,40, United-States, >50K -31, Private,221167, Bachelors,13, Widowed, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -56, Private,179641, HS-grad,9, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,45, United-States, <=50K -28, Local-gov,213195, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -34, Private,157747, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,45, United-States, >50K -28, Private,227840, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Female,0,0,40, United-States, <=50K -41, Private,169104, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,0,40,, >50K -44, Private,186916, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,1887,60, United-States, >50K -34, Private,37646, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,65, United-States, <=50K -26, Private,157028, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,55, United-States, >50K -37, Private,188774, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,2824,40, United-States, >50K -64,,146272, Some-college,10, Married-civ-spouse,, Husband, White, Male,3411,0,15, United-States, <=50K -25, Private,182656, Assoc-voc,11, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -48, Self-emp-not-inc,200471, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -47, Private,358465, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -17, Private,78602, 11th,7, Never-married, Other-service, Other-relative, White, Female,0,0,20, United-States, <=50K -44, Private,213416, 5th-6th,3, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Mexico, <=50K -46, Local-gov,345911, Some-college,10, Divorced, Transport-moving, Not-in-family, White, Female,0,0,40, United-States, <=50K -32,,119522, Bachelors,13, Divorced,, Not-in-family, White, Male,0,0,50, United-States, <=50K -42, Federal-gov,126320, Some-college,10, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, <=50K -33, Self-emp-not-inc,235271, Bachelors,13, Divorced, Sales, Not-in-family, White, Male,0,0,50, United-States, >50K -61, Private,141745, HS-grad,9, Divorced, Other-service, Not-in-family, Black, Female,0,0,40, United-States, <=50K -47, Private,359461, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,109351, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,8614,0,45, United-States, >50K -62, Private,148113, 10th,6, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -62, Self-emp-not-inc,75478, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,100375, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,60, United-States, >50K -19,,28455, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -33, Private,231413, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -39, Local-gov,119421, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,42, United-States, <=50K -17, Private,206998, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,10, United-States, <=50K -58, Private,183810, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -35, Self-emp-inc,187053, Bachelors,13, Separated, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, <=50K -34, Local-gov,155781, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,4064,0,50, United-States, <=50K -55,,193895, 7th-8th,4, Divorced,, Unmarried, White, Female,0,0,40, United-States, <=50K -32, Private,48520, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -19, Self-emp-inc,170125, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -41, Private,107584, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,196742, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -52,,244214, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,35, United-States, <=50K -48, Local-gov,127921, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,42617, Some-college,10, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,30, United-States, <=50K -47, Local-gov,191389, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,35, United-States, <=50K -38, Private,187983, Prof-school,15, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, United-States, <=50K -18, Private,215110, HS-grad,9, Never-married, Handlers-cleaners, Own-child, Black, Male,0,0,40, United-States, <=50K -25, Private,230292, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,90159, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,32, United-States, >50K -40, Private,175398, Assoc-voc,11, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,20, United-States, <=50K -56, Self-emp-not-inc,53366, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,20, United-States, <=50K -50, Private,46155, Assoc-voc,11, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, >50K -55, Private,61708, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,6418,0,50, United-States, >50K -32, Local-gov,112650, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,173682, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,43, United-States, >50K -28, Private,160981, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,52, United-States, <=50K -53, Private,72257, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, <=50K -26,,182332, Assoc-voc,11, Married-civ-spouse,, Wife, White, Female,0,0,40, United-States, <=50K -60, Local-gov,48788, Bachelors,13, Separated, Prof-specialty, Unmarried, White, Female,5455,0,55, United-States, <=50K -21, Private,417668, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -29, Private,107458, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -73, Private,147551, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,2174,50, United-States, >50K -43, Self-emp-inc,33729, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -45, Private,101977, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -35,,374716, 9th,5, Married-civ-spouse,, Wife, White, Female,0,0,35, United-States, <=50K -36, Private,214378, HS-grad,9, Divorced, Prof-specialty, Own-child, White, Female,0,0,40, United-States, >50K -25, Private,111243, HS-grad,9, Never-married, Sales, Other-relative, White, Female,0,0,50, United-States, <=50K -38, Private,252947, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,0,0,40, United-States, <=50K -30, Local-gov,118500, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -49, Private,195612, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,40, United-States, >50K -41, Local-gov,174575, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,190391, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -64, Private,166715, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,20, United-States, <=50K -41, Self-emp-not-inc,142725, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, <=50K -37, Private,73471, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1887,47, United-States, >50K -51, Private,241745, 5th-6th,3, Separated, Machine-op-inspct, Unmarried, White, Female,0,0,40, Mexico, <=50K -35, Private,316141, Some-college,10, Divorced, Prof-specialty, Unmarried, White, Female,7443,0,40, United-States, <=50K -61, Local-gov,248595, 1st-4th,2, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, Mexico, <=50K -52, Private,90189, 7th-8th,4, Divorced, Priv-house-serv, Own-child, Black, Female,0,0,16, United-States, <=50K -40, Private,205195, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -20, Private,148940, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -52, Local-gov,298035, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -50, Private,154728, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -49, Private,166809, Bachelors,13, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, >50K -36, State-gov,97136, Bachelors,13, Never-married, Prof-specialty, Unmarried, Black, Female,0,0,40, United-States, <=50K -33, Private,347623, Masters,14, Never-married, Exec-managerial, Unmarried, White, Male,0,0,40, United-States, <=50K -40, Private,117917, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, Amer-Indian-Eskimo, Male,0,0,50, United-States, <=50K -45, Private,266860, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -22, Private,71864, Some-college,10, Never-married, Craft-repair, Own-child, White, Female,0,0,35, United-States, <=50K -47, Private,158451, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,2, United-States, >50K -24, Private,229826, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,30, United-States, <=50K -19, Private,121788, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,30, United-States, <=50K -40, Private,151365, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Female,0,0,40, United-States, <=50K -40, Private,360884, Some-college,10, Never-married, Tech-support, Not-in-family, White, Female,0,0,50, United-States, >50K -54, Private,36480, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,15024,0,50, United-States, >50K -43, Self-emp-not-inc,116666, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, Other, Male,0,0,35, United-States, >50K -63, Local-gov,214143, Bachelors,13, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, Cuba, <=50K -18, Private,45316, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -19, Private,311974, 1st-4th,2, Never-married, Machine-op-inspct, Other-relative, White, Male,0,0,40, Mexico, <=50K -49, Self-emp-not-inc,48495, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -27, Private,115945, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -49, Local-gov,170846, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -60, Private,142922, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -71,,181301, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,286675, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,233168, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,46, United-States, >50K -30, Private,177304, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,44, United-States, <=50K -46, Private,336984, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,17, United-States, <=50K -32, Self-emp-not-inc,379412, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,180778, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,75, United-States, <=50K -25, Private,141876, Masters,14, Never-married, Prof-specialty, Unmarried, White, Male,0,0,45,, <=50K -22, Private,228306, Some-college,10, Married-AF-spouse, Other-service, Wife, White, Female,0,0,40, United-States, >50K -32, Private,329993, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -40, Private,247469, Doctorate,16, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,30, United-States, >50K -51, Private,673764, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,27828,0,40, United-States, >50K -20, Private,155775, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,30, United-States, <=50K -34, Private,81223, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,48, United-States, <=50K -40, Private,236021, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -34, State-gov,103371, Assoc-voc,11, Never-married, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -19, Private,199480, 10th,6, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,25, United-States, <=50K -53, Private,152657, 10th,6, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -42, Federal-gov,460214, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -38, Private,91039, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,65, United-States, >50K -41, Private,197372, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, >50K -64,,267198, Prof-school,15, Married-civ-spouse,, Husband, White, Male,0,0,16, United-States, <=50K -30, State-gov,111883, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -20, Private,66917, 11th,7, Married-civ-spouse, Farming-fishing, Own-child, White, Male,0,0,40, Mexico, <=50K -19, Private,292583, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,30, United-States, <=50K -20, Private,391679, HS-grad,9, Never-married, Sales, Other-relative, White, Male,0,0,60, United-States, <=50K -35, Private,475324, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -33, Self-emp-not-inc,218164, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -43, Self-emp-not-inc,101534, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,15, United-States, >50K -38, Federal-gov,65706, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Female,0,0,38, United-States, <=50K -50, Self-emp-not-inc,156606, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,30, United-States, <=50K -23, Private,200967, HS-grad,9, Divorced, Other-service, Own-child, White, Female,0,0,10, United-States, <=50K -30, Local-gov,164493, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,10, United-States, <=50K -33, Private,547886, Bachelors,13, Separated, Exec-managerial, Unmarried, Black, Female,0,0,40, United-States, <=50K -48, Private,232145, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -43, Private,96421, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,0,24, Outlying-US(Guam-USVI-etc), <=50K -33, Private,554206, Some-college,10, Never-married, Tech-support, Not-in-family, Black, Male,0,0,40, Philippines, <=50K -50, Local-gov,234143, Masters,14, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,45, United-States, >50K -23, Private,380544, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -36, Local-gov,103886, Some-college,10, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,50, United-States, <=50K -50, State-gov,54709, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,46, United-States, <=50K -26, Private,276548, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,20, United-States, <=50K -55, Local-gov,176046, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,2267,40, United-States, <=50K -37, Private,114605, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -43, Private,323713, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -38, Self-emp-not-inc,261382, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,223548, 7th-8th,4, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,30, Mexico, <=50K -47, Self-emp-not-inc,355978, Doctorate,16, Married-civ-spouse, Transport-moving, Husband, White, Male,0,2002,45, United-States, <=50K -44, Private,107218, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -28, Self-emp-not-inc,31717, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,328947, Some-college,10, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -51, Private,148431, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -49, Private,121602, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -62, Private,244087, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,50, United-States, >50K -31, Private,83425, Some-college,10, Never-married, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -29, Private,157308, 11th,7, Married-civ-spouse, Handlers-cleaners, Wife, Asian-Pac-Islander, Female,2829,0,14, Philippines, <=50K -23, Private,57898, Some-college,10, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,30, United-States, <=50K -40, State-gov,175304, Some-college,10, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -66, Self-emp-inc,102663, 7th-8th,4, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -17, Private,99175, 11th,7, Never-married, Other-service, Not-in-family, White, Female,0,0,20, United-States, <=50K -37, Private,208358, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -69, Private,361561, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,3, United-States, <=50K -23, Private,215115, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Federal-gov,207066, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,42, United-States, >50K -37, Federal-gov,160910, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,64879, Some-college,10, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Private,430035, 9th,5, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,54, Mexico, <=50K -37, State-gov,74163, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -37, Self-emp-inc,98389, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -23, Private,386019, 9th,5, Never-married, Farming-fishing, Unmarried, White, Male,0,0,70, United-States, <=50K -17, Private,112795, 10th,6, Never-married, Other-service, Own-child, White, Female,0,0,15, United-States, <=50K -48, Private,332465, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,35, United-States, <=50K -17, Private,38611, 11th,7, Never-married, Adm-clerical, Own-child, White, Female,0,0,23, United-States, <=50K -55, Private,368797, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,60, United-States, >50K -35, Private,24106, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -68,,108683, Some-college,10, Married-civ-spouse,, Wife, White, Female,0,0,12, United-States, >50K -35, Self-emp-not-inc,241998, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -53, Private,312446, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -43, Private,69333, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,48, United-States, <=50K -36, Private,172538, Masters,14, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -24, Private,275884, HS-grad,9, Separated, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -45, Private,43479, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,48, United-States, <=50K -34, Private,199864, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,2057,40, United-States, <=50K -56, Private,235197, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,38, United-States, <=50K -36, Private,170376, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -22, Private,325179, Some-college,10, Never-married, Prof-specialty, Own-child, White, Male,0,0,50, United-States, <=50K -19,,351195, 9th,5, Never-married,, Other-relative, White, Male,0,1719,35, El-Salvador, <=50K -33, Private,141841, HS-grad,9, Never-married, Other-service, Own-child, Black, Male,0,0,36, United-States, <=50K -48, Private,207817, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,32, Columbia, <=50K -20, Private,137974, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,30, United-States, <=50K -64, Self-emp-inc,161325, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,1887,50, United-States, >50K -47, Private,293623, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Dominican-Republic, <=50K -20, Private,37783, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,25, United-States, <=50K -44, Federal-gov,308027, Bachelors,13, Divorced, Exec-managerial, Not-in-family, Black, Female,0,0,40, United-States, <=50K -45, Self-emp-not-inc,149218, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,77, United-States, <=50K -45, Local-gov,374450, HS-grad,9, Married-civ-spouse, Transport-moving, Wife, White, Female,5178,0,40, United-States, >50K -45, Local-gov,61885, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,37, United-States, >50K -27, State-gov,291196, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Black, Male,0,0,40, United-States, <=50K -41, Private,45366, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,72, United-States, >50K -20, Private,203027, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,55, United-States, <=50K -54, Self-emp-inc,223752, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,40,, >50K -17, Private,132680, 10th,6, Never-married, Other-service, Own-child, White, Female,0,1602,10, United-States, <=50K -50, Private,155574, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -31, State-gov,193565, Masters,14, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -49, Self-emp-not-inc,123598, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,30, United-States, <=50K -44, Private,456236, Masters,14, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -49, Private,163229, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -28, Local-gov,419740, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,52, United-States, <=50K -43, Local-gov,118853, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,4386,0,99, United-States, >50K -33, Private,31449, Assoc-acdm,12, Divorced, Machine-op-inspct, Unmarried, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -35, Private,204163, Some-college,10, Divorced, Machine-op-inspct, Unmarried, Black, Female,0,0,55, United-States, <=50K -17, Private,177629, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -25, Private,186370, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,188307, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Female,0,0,40, United-States, <=50K -30, Private,55481, Masters,14, Never-married, Tech-support, Unmarried, White, Male,0,0,45, Nicaragua, <=50K -48, Private,119471, Assoc-voc,11, Married-civ-spouse, Other-service, Husband, Asian-Pac-Islander, Male,0,0,56, Philippines, >50K -61, Local-gov,167347, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,35, United-States, <=50K -41, Private,184378, HS-grad,9, Separated, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -36, Private,348960, HS-grad,9, Never-married, Tech-support, Not-in-family, White, Male,0,0,50, United-States, <=50K -24, Local-gov,69640, Some-college,10, Never-married, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, <=50K -27, Private,297457, HS-grad,9, Never-married, Adm-clerical, Own-child, Black, Male,0,0,40, United-States, <=50K -18, Private,279593, 11th,7, Never-married, Prof-specialty, Own-child, White, Female,0,0,2, United-States, <=50K -20, Private,211968, Some-college,10, Never-married, Prof-specialty, Own-child, White, Female,0,0,15, United-States, <=50K -18, Private,194561, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,12, United-States, <=50K -23, Private,140414, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -43, State-gov,24763, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1887,45, United-States, >50K -38, State-gov,462832, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, Black, Female,0,0,40, Trinadad&Tobago, <=50K -36, Private,48972, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -28, Self-emp-not-inc,35032, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -47, Private,228583, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40,, <=50K -51, Private,392668, Doctorate,16, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,84, United-States, >50K -35, Private,108140, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -38, State-gov,112497, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,60, United-States, <=50K -47, Federal-gov,142581, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,40, United-States, >50K -26, Private,147982, 11th,7, Divorced, Craft-repair, Not-in-family, White, Female,0,0,40, United-States, <=50K -31, State-gov,440129, Some-college,10, Divorced, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, >50K -46, Private,200734, Some-college,10, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,35, Trinadad&Tobago, <=50K -49, Private,31807, Some-college,10, Never-married, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -19, Private,166153, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,30, United-States, <=50K -45, Self-emp-inc,212954, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -46, Private,52291, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,45, United-States, >50K -70, Self-emp-not-inc,303588, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,20, United-States, <=50K -19, Private,96176, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -46, Private,184632, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -20, Private,137618, Some-college,10, Never-married, Transport-moving, Own-child, White, Male,0,0,35, United-States, <=50K -17, Private,160029, 11th,7, Never-married, Other-service, Other-relative, White, Female,0,0,22, United-States, <=50K -43, Private,178780, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,49, United-States, >50K -19, Private,39756, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,15, United-States, <=50K -37, Private,35309, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,117253, HS-grad,9, Widowed, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -40, Local-gov,303212, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -24, Private,214542, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,60, Canada, <=50K -31, Private,342019, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -59, Private,126668, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,5178,0,50, United-States, >50K -27, Private,401508, HS-grad,9, Never-married, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -40, Private,25005, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,99, United-States, >50K -30, Self-emp-not-inc,85708, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,115677, Assoc-acdm,12, Never-married, Adm-clerical, Own-child, White, Male,0,0,32, United-States, <=50K -25, Private,144259, HS-grad,9, Never-married, Craft-repair, Own-child, Black, Male,0,0,50, United-States, <=50K -22, Private,197583, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,20, United-States, <=50K -21, State-gov,142766, Some-college,10, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -67,,132626, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,6, United-States, <=50K -35, Self-emp-inc,185621, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,60, United-States, >50K -54, Local-gov,29887, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,56, United-States, <=50K -36, Private,117381, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,211482, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -32, Federal-gov,90653, HS-grad,9, Never-married, Exec-managerial, Unmarried, White, Female,0,1380,40, United-States, <=50K -55, Private,209535, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -56, Federal-gov,187873, Masters,14, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -19, Private,174732, Some-college,10, Never-married, Other-service, Own-child, Black, Male,0,0,25, United-States, <=50K -36, Private,297847, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Female,0,2001,40, United-States, <=50K -58, Private,110213, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, >50K -35, Private,162601, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -44, Private,108438, 10th,6, Separated, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -40, Self-emp-inc,132222, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -18, Private,174394, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -71, Self-emp-not-inc,322789, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, Amer-Indian-Eskimo, Male,0,0,35, United-States, <=50K -51, Federal-gov,72436, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,57, United-States, >50K -27,,60726, HS-grad,9, Never-married,, Own-child, Black, Male,0,0,40, United-States, <=50K -20, Private,190273, 12th,8, Never-married, Other-service, Own-child, White, Male,0,0,35, United-States, <=50K -33,,393376, 11th,7, Never-married,, Not-in-family, White, Female,0,0,40, United-States, <=50K -34, Private,140571, Assoc-voc,11, Divorced, Tech-support, Unmarried, Black, Female,0,0,40, United-States, <=50K -28, Private,584790, Assoc-voc,11, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, >50K -23, Private,197666, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,24, Greece, <=50K -36, Private,245090, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,3137,0,50, El-Salvador, <=50K -42, Private,192569, Prof-school,15, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,39, United-States, >50K -31, Local-gov,158291, Bachelors,13, Never-married, Craft-repair, Not-in-family, White, Male,8614,0,40, United-States, >50K -19,,113915, HS-grad,9, Never-married,, Own-child, Black, Male,0,0,10, United-States, <=50K -38, Local-gov,287658, Masters,14, Divorced, Prof-specialty, Not-in-family, Black, Male,0,0,40, Jamaica, <=50K -22, Private,192455, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -36, Private,317040, Assoc-voc,11, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,54, United-States, <=50K -36, Private,218689, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,1977,50, United-States, >50K -17, Private,116626, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,1719,18, United-States, <=50K -30, Federal-gov,48458, Some-college,10, Never-married, Adm-clerical, Own-child, Black, Female,0,0,40, United-States, <=50K -35, Self-emp-not-inc,241469, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,2635,0,30, United-States, <=50K -32, Private,167990, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Male,14084,0,40, United-States, >50K -42, Private,261929, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,40, United-States, >50K -54, Private,425804, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,45, United-States, >50K -36, Private,33394, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,1887,35, United-States, >50K -58, Private,72812, 10th,6, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -39, Private,89040, Assoc-voc,11, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -62, Local-gov,164518, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,38, United-States, <=50K -51, Private,182740, HS-grad,9, Divorced, Prof-specialty, Unmarried, White, Male,0,0,40, United-States, <=50K -52, Private,361875, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, <=50K -25, Private,197130, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,30, United-States, <=50K -26, Private,340335, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -26, Private,293984, 10th,6, Married-civ-spouse, Craft-repair, Own-child, Black, Male,0,0,40, United-States, <=50K -59, State-gov,261584, Bachelors,13, Never-married, Exec-managerial, Not-in-family, Black, Female,0,0,40, Outlying-US(Guam-USVI-etc), <=50K -21, Private,170302, HS-grad,9, Never-married, Farming-fishing, Other-relative, White, Male,0,0,50, United-States, <=50K -45, Private,481987, Masters,14, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,18, United-States, >50K -26, Private,88449, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,36, United-States, <=50K -68, Self-emp-not-inc,261897, 10th,6, Widowed, Farming-fishing, Unmarried, White, Male,0,0,20, United-States, <=50K -60, Private,250552, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, >50K -65, Private,88513, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,18, United-States, <=50K -41, Private,168293, Masters,14, Divorced, Exec-managerial, Unmarried, White, Female,0,0,45, United-States, <=50K -34, Private,283921, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -28, Private,407043, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,40, United-States, <=50K -40, Private,63745, Assoc-voc,11, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -57, Private,49893, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -37, Private,241962, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -34, Private,338416, 10th,6, Divorced, Machine-op-inspct, Not-in-family, Black, Male,0,0,60, United-States, <=50K -21,,212888, 11th,7, Married-civ-spouse,, Wife, White, Female,0,0,56, United-States, <=50K -57, Federal-gov,310320, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,48, United-States, >50K -55, Private,359972, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1887,40, United-States, >50K -51, Private,64643, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,60,, <=50K -56, Private,125000, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -32, Private,286675, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,60, United-States, <=50K -18, Private,165532, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,15, United-States, <=50K -48, Private,349986, Assoc-voc,11, Married-spouse-absent, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -46, Private,213140, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40,, >50K -41, Federal-gov,219155, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, India, >50K -33, Private,183612, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,20, United-States, <=50K -33, Private,391114, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -47, Private,219632, 5th-6th,3, Married-spouse-absent, Machine-op-inspct, Other-relative, White, Male,0,0,40, Mexico, <=50K -46, Self-emp-inc,320124, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, Amer-Indian-Eskimo, Female,15024,0,40, United-States, >50K -40, Private,799281, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,38, United-States, <=50K -42, Private,657397, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Mexico, <=50K -31, State-gov,373432, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,7298,0,55, United-States, >50K -51, Private,168660, 11th,7, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -44, Private,191149, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,57, United-States, <=50K -37, Private,356824, HS-grad,9, Separated, Tech-support, Unmarried, White, Female,0,0,40, United-States, <=50K -25, Private,191782, 11th,7, Never-married, Machine-op-inspct, Own-child, Black, Female,0,0,40, United-States, <=50K -63, Self-emp-not-inc,29859, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,7688,0,60, United-States, >50K -52, Private,204226, HS-grad,9, Divorced, Sales, Not-in-family, White, Male,0,0,45, United-States, <=50K -42, Local-gov,246862, Some-college,10, Divorced, Tech-support, Not-in-family, White, Female,3325,0,40, United-States, <=50K -28, Private,496526, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -30, Private,426431, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,10520,0,40, United-States, >50K -34, Private,84154, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -37, Federal-gov,45937, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, >50K -31, Private,130021, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, <=50K -35, Private,63021, Some-college,10, Divorced, Sales, Not-in-family, White, Female,0,0,35, United-States, <=50K -25, Private,367306, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -38, Private,65624, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -43, Self-emp-not-inc,144928, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,60, United-States, <=50K -22, Private,117747, Some-college,10, Never-married, Craft-repair, Other-relative, Asian-Pac-Islander, Female,0,0,40, Vietnam, <=50K -18, Private,266681, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -26, Private,152035, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -36, Private,190023, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, >50K -43, Private,233130, HS-grad,9, Divorced, Sales, Not-in-family, White, Male,0,0,20, United-States, <=50K -21, Private,149637, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,25, United-States, <=50K -62, Federal-gov,224277, Some-college,10, Widowed, Protective-serv, Not-in-family, White, Female,0,0,40, United-States, <=50K -26, Private,121559, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -54, Self-emp-not-inc,230951, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -18, Private,345285, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -65, Self-emp-not-inc,28367, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, <=50K -41, Private,320744, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,3325,0,50, United-States, <=50K -31, Private,243773, 9th,5, Never-married, Other-service, Unmarried, White, Female,0,0,20, United-States, <=50K -56, Private,151474, 9th,5, Divorced, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -50, Private,135465, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -22, Private,210781, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,35, United-States, <=50K -36, Local-gov,359001, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,48, United-States, <=50K -48, Private,119471, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,40, India, >50K -30, Private,226396, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,30, United-States, <=50K -35, Private,283122, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,45, United-States, <=50K -37, Self-emp-not-inc,326400, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,30, United-States, <=50K -32,,169186, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,5, United-States, <=50K -56, Private,158752, Masters,14, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,50, United-States, <=50K -29,,208406, HS-grad,9, Never-married,, Not-in-family, White, Male,0,0,35, United-States, <=50K -41, Private,96741, Assoc-acdm,12, Divorced, Sales, Unmarried, White, Male,0,0,40, United-States, <=50K -38, State-gov,255191, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -34, Private,177733, 9th,5, Separated, Machine-op-inspct, Unmarried, White, Female,0,0,35, Dominican-Republic, <=50K -54, State-gov,137815, 12th,8, Never-married, Other-service, Own-child, White, Male,4101,0,40, United-States, <=50K -36,,187203, Assoc-voc,11, Divorced,, Own-child, White, Male,0,0,50, United-States, <=50K -42, Private,168515, Assoc-voc,11, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -33, Private,122672, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -21, Private,195199, HS-grad,9, Never-married, Prof-specialty, Own-child, White, Female,0,0,30, United-States, <=50K -69, Local-gov,179813, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,10, United-States, <=50K -32, Private,178623, Assoc-acdm,12, Never-married, Sales, Not-in-family, Black, Female,0,0,46, Trinadad&Tobago, <=50K -50, Private,41890, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,373050, 12th,8, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40,, <=50K -45, Private,80430, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -31, Private,198613, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,35, United-States, <=50K -24, Private,330571, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, <=50K -28, Private,209205, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,60, United-States, >50K -21, Private,132243, Assoc-acdm,12, Never-married, Other-service, Own-child, White, Female,0,0,5, United-States, <=50K -43, Self-emp-not-inc,237670, Assoc-voc,11, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,25, United-States, <=50K -22, Private,193586, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,25, United-States, <=50K -62, Self-emp-not-inc,197353, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1740,40, United-States, <=50K -21, Self-emp-not-inc,74538, Some-college,10, Never-married, Tech-support, Not-in-family, White, Male,0,0,25, United-States, <=50K -37, Private,89718, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, <=50K -34, Private,93169, Some-college,10, Divorced, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -74, Self-emp-not-inc,292915, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1825,12, United-States, >50K -43, Private,328570, Some-college,10, Divorced, Machine-op-inspct, Unmarried, Black, Female,0,0,38, United-States, <=50K -25, Private,312157, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -43, Private,193459, 11th,7, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,236804, 11th,7, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,126223, HS-grad,9, Separated, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -51, State-gov,172281, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,35, United-States, >50K -64, Private,153894, Bachelors,13, Never-married, Sales, Unmarried, White, Female,0,0,40, Peru, <=50K -35, Private,331395, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -69, Self-emp-not-inc,92472, 10th,6, Married-spouse-absent, Farming-fishing, Not-in-family, White, Male,3273,0,45, United-States, <=50K -32, Private,318647, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,48, United-States, >50K -20, Private,332931, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -66, Self-emp-inc,76212, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, >50K -31, Private,301168, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, Italy, <=50K -22, Private,440969, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,24, United-States, <=50K -32, Private,154950, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -23, Private,218343, Assoc-acdm,12, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -21, Private,239577, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -36, Private,247936, HS-grad,9, Married-civ-spouse, Other-service, Wife, Asian-Pac-Islander, Female,0,0,2, Taiwan, <=50K -62, Local-gov,203525, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,2829,0,40, United-States, <=50K -24, Private,182342, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -45, Private,25649, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,7298,0,50, United-States, >50K -27, Private,243569, 11th,7, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,3942,0,40, United-States, <=50K -38, Private,187870, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,2415,90, United-States, >50K -20,,289116, Some-college,10, Never-married,, Own-child, White, Female,0,0,5, United-States, <=50K -30, Private,487330, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,30, United-States, <=50K -17,,34019, 10th,6, Never-married,, Own-child, White, Male,0,0,20, United-States, <=50K -17,,250541, 11th,7, Never-married,, Own-child, Black, Male,0,0,8, United-States, <=50K -21, Self-emp-not-inc,318987, Assoc-voc,11, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -56, Self-emp-not-inc,140558, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -59, Local-gov,303455, Masters,14, Widowed, Prof-specialty, Unmarried, White, Female,4787,0,60, United-States, >50K -37, Self-emp-not-inc,76855, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -52, Private,308764, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -50, Federal-gov,339905, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -55, Private,227856, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,60, United-States, >50K -55, Private,156430, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -45,,98265, HS-grad,9, Divorced,, Not-in-family, White, Female,0,0,40, United-States, <=50K -72, Private,116640, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,3471,0,20, United-States, <=50K -39, Private,187167, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -28, Private,184078, 12th,8, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Private,108140, Bachelors,13, Divorced, Tech-support, Other-relative, White, Male,0,0,40, United-States, <=50K -44, Private,150533, Some-college,10, Separated, Craft-repair, Not-in-family, White, Male,0,1876,55, United-States, <=50K -51, Self-emp-not-inc,313702, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -20, Private,39803, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,1719,36, United-States, <=50K -25, Private,252752, Some-college,10, Never-married, Transport-moving, Not-in-family, White, Female,0,0,45, United-States, <=50K -52, Private,111700, Some-college,10, Divorced, Sales, Other-relative, White, Female,0,0,20, United-States, >50K -45, Private,361842, HS-grad,9, Widowed, Craft-repair, Not-in-family, White, Female,0,0,40, United-States, <=50K -17, Private,231438, 11th,7, Never-married, Adm-clerical, Own-child, White, Female,0,0,12, United-States, <=50K -20, Private,178469, HS-grad,9, Never-married, Other-service, Own-child, Asian-Pac-Islander, Female,0,0,15,, <=50K -64, Local-gov,116620, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,25, United-States, <=50K -34, Private,112212, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,1485,40, United-States, <=50K -74, Self-emp-not-inc,109101, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,4, United-States, <=50K -58, Federal-gov,72998, 11th,7, Divorced, Craft-repair, Not-in-family, Black, Female,14084,0,40, United-States, >50K -44, Private,147265, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -23, State-gov,314645, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,25, United-States, <=50K -23, Private,444554, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,50, United-States, <=50K -27, Private,129629, Assoc-voc,11, Never-married, Tech-support, Other-relative, White, Female,0,0,36, United-States, <=50K -34, Private,106761, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -18, Private,189924, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,24, United-States, <=50K -33, Private,311194, 11th,7, Never-married, Sales, Unmarried, Black, Female,0,0,17, United-States, <=50K -50, Self-emp-not-inc,89737, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, United-States, <=50K -47, Private,49298, HS-grad,9, Divorced, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -50, Self-emp-inc,190333, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,55, United-States, >50K -18, Private,251923, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,15, United-States, <=50K -49, Local-gov,298445, Prof-school,15, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,1977,60, United-States, >50K -34, Private,180284, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,50, United-States, <=50K -51, Private,154342, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,45, United-States, >50K -56, State-gov,68658, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -64, Private,203783, HS-grad,9, Widowed, Adm-clerical, Unmarried, White, Female,0,0,8, United-States, <=50K -23, Private,250037, Some-college,10, Never-married, Farming-fishing, Not-in-family, White, Female,0,0,50, United-States, <=50K -33, Private,158688, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -43, Private,214781, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -60, Federal-gov,404023, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Male,10520,0,40, United-States, >50K -57, State-gov,109015, 12th,8, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -22, Private,194630, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,45, United-States, <=50K -23, Private,239375, Bachelors,13, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -54, Private,35576, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,2415,50, United-States, >50K -39, Federal-gov,363630, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, Black, Male,7688,0,52, United-States, >50K -32, Self-emp-not-inc,182926, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -20, Private,117222, Some-college,10, Never-married, Tech-support, Own-child, White, Male,0,0,15, United-States, <=50K -30, Private,110643, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,52, United-States, <=50K -56, Self-emp-not-inc,170217, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,45, United-States, <=50K -34, Private,193285, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,161075, HS-grad,9, Never-married, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -59, Private,322691, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -19, Private,229431, Some-college,10, Never-married, Prof-specialty, Own-child, White, Male,0,0,11, United-States, <=50K -60,,106282, 9th,5, Widowed,, Not-in-family, White, Female,0,0,40, United-States, <=50K -29, Private,105694, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,42, United-States, <=50K -24, Private,199883, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -41, State-gov,100800, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,35, United-States, <=50K -23, Private,256278, 7th-8th,4, Married-civ-spouse, Handlers-cleaners, Other-relative, Other, Female,0,0,30, El-Salvador, <=50K -32, Private,156464, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,1902,50, United-States, >50K -51, Self-emp-inc,129525, HS-grad,9, Never-married, Sales, Other-relative, White, Male,0,0,40,, <=50K -18, Private,285013, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,10, United-States, <=50K -28, Private,248911, Some-college,10, Never-married, Exec-managerial, Own-child, White, Female,0,0,40,, <=50K -33,,369386, Some-college,10, Married-civ-spouse,, Wife, White, Female,5178,0,40, United-States, >50K -38, Private,219902, HS-grad,9, Separated, Transport-moving, Unmarried, Black, Female,0,0,30, United-States, <=50K -29, Private,375482, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, England, <=50K -25, Private,169124, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, <=50K -31, Private,183000, Prof-school,15, Never-married, Tech-support, Not-in-family, White, Male,0,0,55, United-States, <=50K -34, Private,28053, Bachelors,13, Married-spouse-absent, Adm-clerical, Not-in-family, White, Female,0,0,25, United-States, <=50K -34, Private,242984, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1887,45, United-States, >50K -66, State-gov,132055, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1825,40, United-States, >50K -41, Private,212894, 5th-6th,3, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, Guatemala, <=50K -62, Private,223975, 7th-8th,4, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,20, United-States, <=50K -58, Private,357788, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -40, Private,406811, HS-grad,9, Separated, Exec-managerial, Unmarried, White, Female,0,0,40, Canada, <=50K -24, Private,154422, Bachelors,13, Never-married, Exec-managerial, Own-child, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -47, Private,140644, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -19, Private,355477, HS-grad,9, Never-married, Other-service, Own-child, Black, Male,0,0,25, United-States, <=50K -32, Private,151773, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -51, State-gov,341548, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -25, Private,512771, 9th,5, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, <=50K -60,,141580, Masters,14, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,48988, Some-college,10, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -29, Private,201022, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,50, United-States, >50K -20, Private,82777, HS-grad,9, Married-civ-spouse, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -42, Private,152676, 7th-8th,4, Divorced, Craft-repair, Unmarried, White, Male,0,0,40, Puerto-Rico, <=50K -18, Private,115815, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,20, United-States, <=50K -23, Private,168009, 10th,6, Married-civ-spouse, Machine-op-inspct, Own-child, Asian-Pac-Islander, Female,0,0,40, Vietnam, <=50K -28, Private,213152, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40,, >50K -55, Private,89690, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, >50K -40, Private,126868, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, Black, Male,0,0,40, United-States, <=50K -52, Private,95128, Some-college,10, Divorced, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -37, Private,185567, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, White, Male,0,0,40, United-States, >50K -21, Private,301408, Some-college,10, Never-married, Sales, Own-child, White, Female,0,1602,22, United-States, <=50K -35, Private,216256, Assoc-voc,11, Never-married, Other-service, Not-in-family, White, Male,0,0,60, United-States, <=50K -45, Private,182541, Some-college,10, Divorced, Machine-op-inspct, Unmarried, White, Male,0,0,48, United-States, <=50K -39, Private,172855, HS-grad,9, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -54, Private,68684, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,44, United-States, <=50K -42, Private,364832, 7th-8th,4, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -26,,264300, Some-college,10, Married-civ-spouse,, Wife, White, Female,0,0,20, United-States, <=50K -59, Self-emp-inc,349910, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,276218, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, United-States, >50K -22, Private,251196, Some-college,10, Never-married, Protective-serv, Own-child, Black, Female,0,0,20, United-States, <=50K -33, Private,196898, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -39, Private,58343, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -18, Self-emp-inc,101061, 11th,7, Never-married, Farming-fishing, Own-child, White, Male,0,0,70, United-States, <=50K -46, Private,415051, Some-college,10, Married-civ-spouse, Sales, Husband, Black, Male,0,0,60, United-States, >50K -24, Private,174043, Bachelors,13, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -28, Private,129460, Assoc-voc,11, Married-civ-spouse, Handlers-cleaners, Wife, White, Female,0,0,30, Ecuador, <=50K -21, State-gov,110946, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,43, United-States, <=50K -22, Private,313873, 11th,7, Never-married, Craft-repair, Own-child, White, Male,0,0,30, United-States, <=50K -61, Private,81132, 5th-6th,3, Married-civ-spouse, Handlers-cleaners, Husband, Asian-Pac-Islander, Male,7298,0,40, Philippines, >50K -56, Federal-gov,255386, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, Asian-Pac-Islander, Male,0,0,40, Laos, <=50K -21, Private,191497, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -17, Private,128617, 10th,6, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,26, United-States, <=50K -29, Private,368949, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40,, >50K -28, Local-gov,263600, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -62, Private,257277, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,38, United-States, <=50K -39, Private,339442, HS-grad,9, Separated, Machine-op-inspct, Not-in-family, Black, Male,2176,0,40, United-States, <=50K -30, Local-gov,289442, HS-grad,9, Never-married, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, <=50K -20,,162667, 11th,7, Never-married,, Unmarried, White, Male,0,0,40, El-Salvador, <=50K -18, Local-gov,466325, 11th,7, Never-married, Adm-clerical, Own-child, White, Male,0,0,12, United-States, <=50K -54, Private,142169, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -49, Private,252079, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -33, State-gov,119628, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,50, Hong, <=50K -50, Private,175804, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -57, Private,70720, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,78, United-States, <=50K -50, State-gov,201513, HS-grad,9, Divorced, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -45, Private,257609, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -41, Private,124692, Some-college,10, Married-civ-spouse, Exec-managerial, Own-child, White, Male,0,0,40, United-States, >50K -23, Private,268525, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,48, United-States, <=50K -23, Private,250630, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -47, Private,180277, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, Hungary, <=50K -39, Self-emp-not-inc,191342, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,50, South, <=50K -29, Private,250967, Assoc-voc,11, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,1887,48, United-States, >50K -46, Private,153254, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, <=50K -18, Private,362600, 5th-6th,3, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -68, Private,171933, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -62, Private,211408, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -43, Private,48193, Assoc-acdm,12, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,22463, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,440969, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -21, State-gov,164922, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -41, Local-gov,134524, Assoc-voc,11, Divorced, Craft-repair, Unmarried, White, Female,0,0,45, United-States, <=50K -61, Private,176689, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,220993, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -21, Private,512828, HS-grad,9, Never-married, Protective-serv, Own-child, Black, Male,0,0,40, United-States, <=50K -36, State-gov,422275, 5th-6th,3, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, Mexico, <=50K -37, Local-gov,65291, Assoc-voc,11, Never-married, Protective-serv, Not-in-family, White, Female,0,0,40, United-States, <=50K -69, Private,197080, 12th,8, Married-civ-spouse, Transport-moving, Husband, White, Male,9386,0,60, United-States, >50K -49, Federal-gov,181657, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, <=50K -55, Private,190257, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,53, United-States, >50K -21, Private,238068, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -18, Private,337046, 10th,6, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -26, Private,187248, HS-grad,9, Married-civ-spouse, Prof-specialty, Not-in-family, Black, Male,0,0,40, United-States, <=50K -20,,250037, Some-college,10, Never-married,, Own-child, White, Female,0,0,18,, <=50K -46, Private,285750, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,4064,0,55, United-States, <=50K -23, Private,260617, 10th,6, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -48, Private,216999, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -36, Private,531055, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1902,48, United-States, >50K -42, State-gov,121265, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -41, Local-gov,184466, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,38, United-States, >50K -45, Private,297676, Assoc-acdm,12, Widowed, Sales, Unmarried, White, Female,0,0,40, Cuba, <=50K -52, Private,114228, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,3325,0,40, United-States, <=50K -22, Local-gov,121144, Bachelors,13, Never-married, Prof-specialty, Own-child, Black, Female,0,0,18, United-States, <=50K -20, Private,26842, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, White, Female,2176,0,40, United-States, <=50K -27, Private,113054, HS-grad,9, Separated, Machine-op-inspct, Not-in-family, White, Male,0,0,43, United-States, <=50K -36, Private,256636, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -34, Private,152246, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Amer-Indian-Eskimo, Male,0,0,52, United-States, <=50K -38, Private,108140, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -20,,203353, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -47, Private,207207, HS-grad,9, Divorced, Sales, Unmarried, White, Female,0,0,45, United-States, <=50K -21, Private,115420, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -33, Private,80058, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -31, Local-gov,48520, Assoc-acdm,12, Never-married, Protective-serv, Unmarried, White, Male,0,0,40, United-States, <=50K -61, Private,411652, 12th,8, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Mexico, <=50K -46, Private,154405, 10th,6, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,0,0,45, United-States, <=50K -55, Local-gov,104917, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,40, United-States, >50K -19, State-gov,261422, Some-college,10, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -39, Private,48915, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -61, Private,172037, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,144833, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,275116, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -61,,72886, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,38, United-States, >50K -61, Private,103575, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,37, United-States, <=50K -54, Private,200783, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -50, Self-emp-inc,152810, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,70, Germany, <=50K -37, Local-gov,44694, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,45, United-States, >50K -17,,48703, 11th,7, Never-married,, Own-child, White, Female,0,0,30, United-States, <=50K -56, Private,91905, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,4, United-States, <=50K -31, Private,168906, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, >50K -32, State-gov,147215, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,55, United-States, >50K -28, Private,153546, 11th,7, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -34, Private,35595, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,225507, 10th,6, Never-married, Other-service, Own-child, White, Female,0,0,25, United-States, <=50K -42, Private,345504, Assoc-voc,11, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,35, United-States, <=50K -64, Private,137205, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, United-States, <=50K -29, Private,327779, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,20, United-States, <=50K -41,,213416, 5th-6th,3, Married-civ-spouse,, Husband, White, Male,0,0,32, Mexico, <=50K -45, Private,362883, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -48, Private,131309, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -44, Private,188331, Some-college,10, Separated, Tech-support, Not-in-family, White, Female,0,0,38, United-States, <=50K -34, Federal-gov,194740, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -40, Private,43711, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,45, United-States, <=50K -45, Private,187033, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,2051,40, United-States, <=50K -23, Private,233923, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -51, Private,84278, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, >50K -24, Private,437666, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,2885,0,50, United-States, <=50K -57, Private,186386, Bachelors,13, Widowed, Prof-specialty, Unmarried, White, Male,10520,0,40, United-States, >50K -23, Private,129767, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,1721,40, United-States, <=50K -34, Private,180284, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, >50K -36, Private,108320, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Male,4101,0,40, United-States, <=50K -56, Self-emp-inc,75214, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,32, United-States, >50K -42, Private,284758, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -45, Self-emp-inc,188330, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -38, Private,333651, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,70, United-States, >50K -29, Local-gov,115305, Assoc-voc,11, Married-civ-spouse, Protective-serv, Husband, White, Male,7688,0,40, United-States, >50K -54, Private,172962, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Male,0,1340,40, United-States, <=50K -40, Private,198096, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -29, Private,163265, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -35, Federal-gov,128608, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -47, Private,107460, HS-grad,9, Separated, Exec-managerial, Unmarried, White, Female,0,0,37, United-States, <=50K -51, Private,251841, Assoc-voc,11, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,43, United-States, <=50K -28, Private,403671, HS-grad,9, Never-married, Other-service, Other-relative, White, Male,0,0,40, Mexico, <=50K -58, Private,159378, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, >50K -24, Private,170070, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,25, United-States, <=50K -46, State-gov,192323, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -57, Private,135796, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,48, United-States, <=50K -22, Private,232985, HS-grad,9, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,20, United-States, <=50K -28, Private,34532, Bachelors,13, Never-married, Tech-support, Not-in-family, Black, Male,0,0,30, Jamaica, <=50K -17,,371316, 10th,6, Never-married,, Own-child, White, Male,0,0,25, United-States, <=50K -23, Private,236994, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,60, United-States, <=50K -19, Private,208366, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -66, State-gov,102640, HS-grad,9, Widowed, Prof-specialty, Unmarried, Black, Female,0,0,35, United-States, <=50K -38, Private,111377, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, <=50K -39, Federal-gov,472166, Some-college,10, Divorced, Exec-managerial, Unmarried, Black, Female,0,0,40, United-States, <=50K -39,,86551, 12th,8, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -47, Private,70943, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,5178,0,40, United-States, >50K -39, Private,294919, HS-grad,9, Divorced, Transport-moving, Own-child, White, Male,0,0,60, United-States, <=50K -22, Private,408383, Some-college,10, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -36, Private,255454, HS-grad,9, Never-married, Craft-repair, Own-child, Black, Male,0,0,30, United-States, <=50K -32, Private,193260, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -29,,191935, HS-grad,9, Never-married,, Not-in-family, White, Male,0,0,40, United-States, <=50K -43, Local-gov,125461, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -51, Private,97005, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,183319, 5th-6th,3, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -32, State-gov,167049, 12th,8, Never-married, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -34, Private,185216, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -51, Private,161838, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,57, United-States, <=50K -38, Private,165848, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,44, United-States, <=50K -21, Private,138816, HS-grad,9, Never-married, Handlers-cleaners, Own-child, Black, Male,0,0,20, United-States, <=50K -33, Self-emp-not-inc,99761, Bachelors,13, Never-married, Other-service, Not-in-family, White, Female,0,0,15, United-States, <=50K -34, Private,112139, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,129020, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -38,,365465, Assoc-voc,11, Never-married,, Own-child, White, Male,0,0,15, United-States, <=50K -27, Self-emp-not-inc,259873, HS-grad,9, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,60, United-States, >50K -35, Self-emp-inc,89622, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -29, State-gov,201556, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -40, Private,176286, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -46, Private,192894, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, Black, Male,0,0,30, United-States, <=50K -37, Private,172232, HS-grad,9, Never-married, Other-service, Unmarried, Black, Female,0,0,30, United-States, <=50K -38, Self-emp-not-inc,163204, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,3411,0,25, United-States, <=50K -37, Private,265737, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,1887,60, Cuba, >50K -44, Private,215304, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -25, Private,185952, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,30, United-States, <=50K -38, Private,216845, HS-grad,9, Never-married, Sales, Unmarried, White, Male,0,0,42, United-States, <=50K -34, Local-gov,35683, Assoc-acdm,12, Divorced, Adm-clerical, Unmarried, White, Female,0,0,10, United-States, <=50K -50, Self-emp-not-inc,371305, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,1902,60, United-States, >50K -46, Private,102359, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -20, Private,200089, 5th-6th,3, Never-married, Handlers-cleaners, Unmarried, White, Male,0,0,30, Guatemala, <=50K -47, State-gov,207120, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,38, United-States, >50K -46, Private,295334, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -34, Private,234537, Assoc-acdm,12, Divorced, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -61, Private,142922, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -55, State-gov,181641, Some-college,10, Divorced, Prof-specialty, Not-in-family, Black, Female,0,0,37, United-States, <=50K -36, Private,185325, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,35, United-States, <=50K -28, Private,167336, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,10520,0,40, United-States, >50K -22, Private,379778, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -34, Private,176117, Some-college,10, Never-married, Sales, Own-child, Black, Female,0,0,35, United-States, <=50K -33, Private,100228, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, Black, Male,0,0,40, United-States, <=50K -27, Private,150296, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,32, United-States, <=50K -43, Federal-gov,25005, Masters,14, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,5013,0,12, United-States, <=50K -55, Private,134120, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,99999,0,40, United-States, >50K -39, Self-emp-not-inc,251710, 10th,6, Married-spouse-absent, Other-service, Not-in-family, White, Female,0,1721,15, United-States, <=50K -20, Private,653574, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,33, El-Salvador, <=50K -38, Private,175441, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, Black, Male,0,0,40, United-States, <=50K -30, Private,333119, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -21, Private,89154, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,42, El-Salvador, <=50K -60, Private,198727, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,30, United-States, <=50K -43, Private,87284, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -36, Private,180686, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -23, Private,227070, Some-college,10, Never-married, Other-service, Unmarried, White, Female,0,0,48, El-Salvador, <=50K -57, Local-gov,189824, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,7298,0,40, United-States, >50K -25, Local-gov,348986, HS-grad,9, Never-married, Handlers-cleaners, Other-relative, Black, Male,0,0,40, United-States, <=50K -38, Private,96185, HS-grad,9, Divorced, Other-service, Unmarried, Black, Female,0,0,32, United-States, <=50K -22, Private,112693, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, <=50K -23, Private,417605, 5th-6th,3, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, Mexico, <=50K -61, Self-emp-not-inc,140300, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,44, United-States, <=50K -28, Private,340408, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,46, United-States, <=50K -17,,187539, 11th,7, Never-married,, Own-child, White, Female,0,0,10, United-States, <=50K -21, Private,237051, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,25, United-States, <=50K -49, Private,175622, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,389725, 12th,8, Divorced, Craft-repair, Own-child, White, Male,0,0,35, United-States, <=50K -23, Private,182812, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,40, Dominican-Republic, <=50K -38, Self-emp-not-inc,245372, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,3137,0,50, United-States, <=50K -34, Local-gov,93886, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,46, United-States, >50K -21, Private,502837, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,40, Peru, <=50K -27, State-gov,212232, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,40, United-States, >50K -57, Private,300104, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,84, United-States, >50K -22, Private,156933, HS-grad,9, Never-married, Handlers-cleaners, Own-child, Black, Male,0,0,25, United-States, <=50K -20, Private,286734, Some-college,10, Never-married, Adm-clerical, Not-in-family, Other, Female,0,0,35, United-States, <=50K -49, Self-emp-inc,143482, Some-college,10, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,65, United-States, >50K -38, Private,226357, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,104892, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -44, Private,223194, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,1485,40, Haiti, <=50K -37, Self-emp-not-inc,272090, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,20, United-States, <=50K -57, Private,204816, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,30, United-States, <=50K -56, Private,230039, 7th-8th,4, Never-married, Other-service, Own-child, White, Female,0,0,30, United-States, <=50K -41, Private,242619, Assoc-acdm,12, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,80, United-States, <=50K -50, Self-emp-not-inc,131982, HS-grad,9, Married-civ-spouse, Other-service, Husband, Asian-Pac-Islander, Male,0,0,60, South, <=50K -33, Private,87310, 9th,5, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,50, United-States, <=50K -29, Private,134566, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,20, United-States, <=50K -28, Federal-gov,163862, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,5178,0,40, United-States, >50K -35, Private,239409, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, <=50K -36, Private,203717, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -45, Private,172274, Doctorate,16, Divorced, Prof-specialty, Unmarried, Black, Female,0,3004,35, United-States, >50K -30, Self-emp-not-inc,65278, Assoc-acdm,12, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -35, Self-emp-inc,135289, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,60, United-States, <=50K -27, Private,246974, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,180060, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, Yugoslavia, <=50K -24, Private,118023, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,30, United-States, <=50K -47, Private,102308, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -47, Private,45564, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -18, Private,137646, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,15, United-States, <=50K -18, Private,237646, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,30, United-States, <=50K -31, Local-gov,189843, HS-grad,9, Divorced, Protective-serv, Not-in-family, White, Male,0,0,47, United-States, >50K -43, Self-emp-not-inc,118261, Masters,14, Divorced, Other-service, Unmarried, White, Female,0,0,30, United-States, <=50K -45, Private,288437, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Other, Male,4064,0,40, United-States, <=50K -39, Private,106347, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,316471, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,50, United-States, <=50K -22, Private,50058, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,35, United-States, <=50K -30, Self-emp-not-inc,182089, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,85, United-States, <=50K -36, Private,186865, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -20, State-gov,158206, Assoc-acdm,12, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,30, United-States, <=50K -61,,229744, 1st-4th,2, Married-civ-spouse,, Husband, White, Male,3942,0,20, Mexico, <=50K -27, Private,141545, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,1902,45, United-States, <=50K -59, Local-gov,50929, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -60, Private,132529, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -43, Private,260696, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -35, Private,231180, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,60, United-States, <=50K -40, Private,223277, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,50, United-States, >50K -20, Private,279538, 11th,7, Married-civ-spouse, Handlers-cleaners, Other-relative, White, Male,2961,0,35, United-States, <=50K -47, Private,46044, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,168071, Assoc-acdm,12, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -20, Private,79691, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -75,,114204, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,13, United-States, <=50K -25, Private,124111, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -47, Private,104521, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -29, Self-emp-not-inc,128516, Assoc-acdm,12, Widowed, Sales, Unmarried, White, Female,0,0,40, United-States, >50K -34, Private,112564, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, <=50K -45, State-gov,32186, Bachelors,13, Separated, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -23, Private,239663, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,2597,0,50, United-States, <=50K -46, Private,269284, Assoc-acdm,12, Widowed, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -41, State-gov,175537, Some-college,10, Divorced, Machine-op-inspct, Not-in-family, Black, Female,0,0,38, United-States, <=50K -29, Private,444304, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -17, Private,27415, 11th,7, Never-married, Handlers-cleaners, Own-child, Amer-Indian-Eskimo, Male,0,0,20, United-States, <=50K -39, Private,174343, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,148143, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -34, Private,209213, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40,, <=50K -20, Private,165097, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -18,,51574, HS-grad,9, Never-married,, Own-child, Asian-Pac-Islander, Female,0,1602,38, United-States, <=50K -52, Private,167651, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -42, Local-gov,29075, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Wife, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -22, Private,396895, 5th-6th,3, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, Mexico, <=50K -66, State-gov,71075, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,55, United-States, <=50K -35, Private,129573, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,65, United-States, <=50K -40, Local-gov,183765, Assoc-acdm,12, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, >50K -21, Private,164991, HS-grad,9, Divorced, Sales, Unmarried, Amer-Indian-Eskimo, Female,0,0,38, United-States, <=50K -51, Local-gov,154891, HS-grad,9, Divorced, Protective-serv, Unmarried, White, Male,0,0,52, United-States, <=50K -34, Private,200117, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,176389, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -43, Private,342567, Bachelors,13, Married-spouse-absent, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -34, Private,178841, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, >50K -42, Local-gov,191149, Masters,14, Never-married, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -41, Private,29702, Assoc-voc,11, Never-married, Craft-repair, Not-in-family, White, Male,0,0,30, United-States, <=50K -21, Private,157893, HS-grad,9, Never-married, Transport-moving, Own-child, White, Female,0,0,40, United-States, <=50K -64, Local-gov,31993, 7th-8th,4, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,10, United-States, <=50K -24, Federal-gov,210736, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,1974,40, United-States, <=50K -23, Private,39615, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,10, United-States, <=50K -29, Private,200511, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -44, Self-emp-not-inc,47818, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,60, United-States, <=50K -28, Private,183155, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, <=50K -33, Self-emp-inc,374905, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -35, Private,128876, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,202872, 10th,6, Married-spouse-absent, Craft-repair, Not-in-family, White, Female,0,0,40, United-States, <=50K -42, Private,153414, Bachelors,13, Married-civ-spouse, Sales, Husband, Black, Male,0,0,40, United-States, >50K -51, Self-emp-not-inc,24790, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,99, United-States, >50K -32, Private,316769, 11th,7, Never-married, Other-service, Unmarried, Black, Female,0,0,40, Jamaica, <=50K -37, Private,126569, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -18, Private,128538, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,25, United-States, <=50K -24, Private,234640, Assoc-voc,11, Never-married, Other-service, Own-child, White, Female,0,0,35, United-States, <=50K -29,,65372, Some-college,10, Divorced,, Unmarried, White, Female,0,0,40, United-States, <=50K -45, Private,343377, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -52, Federal-gov,30731, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -35, Private,412379, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -46, Self-emp-inc,112320, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, <=50K -63, Private,181929, HS-grad,9, Widowed, Exec-managerial, Unmarried, White, Male,0,0,50, United-States, >50K -32, Local-gov,100135, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,35, United-States, >50K -24, Private,128061, HS-grad,9, Never-married, Other-service, Own-child, White, Female,594,0,15, United-States, <=50K -72,,402306, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,32, Canada, <=50K -35,,98389, Some-college,10, Never-married,, Unmarried, White, Male,0,0,10, United-States, <=50K -29, Private,179565, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -35, Private,64922, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,50, United-States, >50K -70, Private,102610, 10th,6, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,32, United-States, <=50K -65,,115513, Bachelors,13, Married-civ-spouse,, Husband, White, Male,5556,0,48, United-States, >50K -36, Private,150548, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,30, United-States, <=50K -53, Private,133219, HS-grad,9, Married-civ-spouse, Other-service, Husband, Black, Male,4386,0,30, United-States, >50K -49, Local-gov,67001, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -60, Private,162347, Prof-school,15, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,40, United-States, >50K -18, Private,138557, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -21, Private,170456, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,35, Italy, <=50K -42, Private,66006, 10th,6, Never-married, Transport-moving, Not-in-family, Black, Male,0,0,40, United-States, <=50K -25, State-gov,176077, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,37, United-States, <=50K -32, Private,218322, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -25, Self-emp-inc,181691, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,60,, <=50K -47, Private,168232, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,7298,0,40, United-States, >50K -30, Private,161690, Assoc-voc,11, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -21,,242736, Assoc-acdm,12, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -38, Self-emp-not-inc,67317, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -34, Private,265807, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,2051,55, United-States, <=50K -37, Private,99357, Assoc-acdm,12, Never-married, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -56, Private,170070, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, >50K -52, State-gov,231166, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,62339, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -29, State-gov,118520, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,42, United-States, <=50K -45, Private,155659, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -23, Local-gov,157331, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -45, Private,341762, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,65, United-States, >50K -30, Private,164190, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,42, United-States, <=50K -45, Private,83064, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -26, Private,304283, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,436798, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,29302, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,40,, <=50K -43, Private,104660, Masters,14, Widowed, Exec-managerial, Unmarried, White, Male,4934,0,40, United-States, >50K -42, Private,79036, HS-grad,9, Divorced, Handlers-cleaners, Unmarried, White, Male,0,0,40, United-States, <=50K -72, Private,165622, Some-college,10, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,25, United-States, <=50K -21,,177287, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -57, Private,199847, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,60, United-States, >50K -24, Private,22966, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -27, Private,59068, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -54, Private,77336, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -42, Local-gov,96524, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -17, Private,143868, 9th,5, Never-married, Other-service, Own-child, Black, Male,0,0,40, United-States, <=50K -48, Private,121424, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -39, Private,176279, Bachelors,13, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -41, Self-emp-inc,177905, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,70, United-States, >50K -50, Private,205100, 7th-8th,4, Married-civ-spouse, Other-service, Wife, White, Female,0,0,35,, <=50K -57, Private,353881, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,45, United-States, <=50K -44, Local-gov,177937, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,36, United-States, >50K -20,,122244, HS-grad,9, Never-married,, Not-in-family, White, Female,0,0,28, United-States, <=50K -49, Private,125892, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -44, Private,155472, Assoc-acdm,12, Never-married, Prof-specialty, Unmarried, Black, Female,1151,0,50, United-States, <=50K -42, Private,355728, Assoc-voc,11, Never-married, Craft-repair, Not-in-family, White, Male,0,0,44, United-States, <=50K -18,,245274, Some-college,10, Never-married,, Own-child, White, Male,0,0,16, United-States, <=50K -18, Private,240330, 12th,8, Never-married, Other-service, Own-child, White, Male,0,0,18, United-States, <=50K -51, Private,182944, HS-grad,9, Widowed, Tech-support, Unmarried, Black, Female,0,0,40, United-States, <=50K -28, Private,264498, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -39, Private,110426, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Wife, White, Female,15024,0,45, United-States, >50K -25, Private,166971, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,52, United-States, <=50K -41, Private,347653, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,50, United-States, >50K -39, Private,33975, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -42, Self-emp-not-inc,215219, 11th,7, Separated, Other-service, Unmarried, White, Female,0,0,30, United-States, <=50K -33, Private,190772, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,1617,40, United-States, <=50K -63,,331527, 10th,6, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -47, Private,162494, Some-college,10, Divorced, Sales, Unmarried, White, Female,0,0,45, United-States, >50K -27, Local-gov,85918, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,68, United-States, <=50K -39, Private,91367, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1848,45, United-States, >50K -20, Private,182342, Some-college,10, Never-married, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -49, Private,129640, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -70,,133536, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,28, United-States, <=50K -46, Private,148738, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,1740,35, United-States, <=50K -47, Private,102583, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,30, United-States, >50K -35, Private,111387, 9th,5, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -24, Private,241752, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -22,,334593, Some-college,10, Never-married,, Not-in-family, White, Male,0,0,40, United-States, <=50K -43, Private,101950, Bachelors,13, Divorced, Other-service, Not-in-family, White, Female,0,0,35, United-States, <=50K -60, Local-gov,212856, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40,, >50K -53, Private,183973, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,48, United-States, >50K -47, Private,142061, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -34, Private,158615, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,29145, Assoc-voc,11, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Private,40135, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,30, United-States, <=50K -23, Private,224640, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -27,,146651, HS-grad,9, Married-civ-spouse,, Own-child, White, Female,0,0,15, United-States, <=50K -29, Private,167737, HS-grad,9, Never-married, Transport-moving, Other-relative, White, Male,0,0,50, United-States, <=50K -23, Private,60331, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Private,187167, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,35, United-States, <=50K -18,,157131, HS-grad,9, Never-married,, Own-child, White, Female,0,0,12, United-States, <=50K -27, Local-gov,255237, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -56,,192325, Some-college,10, Divorced,, Not-in-family, White, Female,0,0,20, United-States, <=50K -40, Private,163342, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,70, United-States, <=50K -31, Private,129775, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,65, United-States, <=50K -18, Private,206008, Some-college,10, Never-married, Sales, Unmarried, White, Male,2176,0,40, United-States, <=50K -25, Private,397317, Assoc-acdm,12, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -36, Private,745768, Some-college,10, Never-married, Protective-serv, Unmarried, Black, Female,0,0,40, United-States, <=50K -38, Private,141550, 10th,6, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -52, Private,35576, HS-grad,9, Widowed, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -23, Private,376383, HS-grad,9, Never-married, Other-service, Unmarried, White, Male,0,0,35, Mexico, <=50K -48, Self-emp-not-inc,200825, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,30, United-States, >50K -34,,362787, HS-grad,9, Never-married,, Unmarried, Black, Female,0,0,35, United-States, <=50K -46, Private,116789, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -26, Private,160300, HS-grad,9, Married-spouse-absent, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, <=50K -47, Private,362654, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -21,,107801, Some-college,10, Never-married,, Own-child, White, Female,0,0,3, United-States, <=50K -65, Private,170939, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Male,6723,0,40, United-States, <=50K -31, Local-gov,224234, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, <=50K -38, Private,478346, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,7688,0,40, United-States, >50K -68, Private,211162, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,147638, Bachelors,13, Never-married, Adm-clerical, Other-relative, Asian-Pac-Islander, Female,0,0,40, Hong, <=50K -42, Private,104647, HS-grad,9, Divorced, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -49, Private,67365, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -42, Private,230959, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, Asian-Pac-Islander, Female,0,1887,40, Philippines, >50K -39, Private,176335, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,65, United-States, >50K -31, Self-emp-not-inc,268482, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -28, State-gov,288731, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,20, United-States, <=50K -36, Private,231082, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, <=50K -42, State-gov,333530, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, >50K -62, Private,214288, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,118023, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Male,0,0,24, United-States, <=50K -21, Private,187088, Some-college,10, Never-married, Adm-clerical, Own-child, Other, Female,0,0,20, Cuba, <=50K -60,,174073, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,133833, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,25, United-States, <=50K -30, Private,229772, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -64, Private,210082, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -28, Private,119287, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,15024,0,28, United-States, >50K -41, Self-emp-not-inc,111772, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1887,40, United-States, >50K -25, Private,122999, HS-grad,9, Never-married, Craft-repair, Other-relative, White, Male,0,0,40, United-States, <=50K -27, Private,44767, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,200574, Assoc-acdm,12, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,44, United-States, <=50K -58, Private,236596, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -31, Private,33124, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,99, United-States, <=50K -50, Local-gov,308764, HS-grad,9, Widowed, Transport-moving, Unmarried, White, Female,0,0,40, United-States, <=50K -27, Private,103524, HS-grad,9, Separated, Handlers-cleaners, Unmarried, White, Male,0,0,40, United-States, <=50K -31,,99483, HS-grad,9, Never-married,, Own-child, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -50, Private,230951, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -45, Private,99355, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, Black, Male,0,0,40, United-States, >50K -33, Private,857532, 12th,8, Never-married, Protective-serv, Own-child, Black, Male,0,0,40, United-States, <=50K -62, Private,81116, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Male,0,1974,40, United-States, <=50K -38, Private,154410, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,2051,40, Poland, <=50K -19, Private,198943, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,35, United-States, <=50K -30, Private,311696, 11th,7, Married-civ-spouse, Other-service, Wife, Black, Female,0,0,30, United-States, <=50K -38, Private,252897, Some-college,10, Divorced, Sales, Own-child, White, Female,0,0,25, United-States, <=50K -42, Self-emp-not-inc,39539, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,99, United-States, >50K -49, Self-emp-inc,122066, Some-college,10, Divorced, Sales, Not-in-family, White, Male,0,0,25, United-States, <=50K -53, Private,110977, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,50, United-States, >50K -45, Local-gov,199590, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1887,40, Mexico, >50K -24, Private,202721, Some-college,10, Never-married, Adm-clerical, Own-child, Black, Female,0,0,40, United-States, <=50K -29, Private,197565, Assoc-voc,11, Never-married, Adm-clerical, Own-child, White, Female,0,0,35, United-States, <=50K -24, Private,206827, Some-college,10, Never-married, Sales, Own-child, White, Female,5060,0,30, United-States, <=50K -38, Federal-gov,190895, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40,, >50K -25, Self-emp-inc,158751, Assoc-voc,11, Never-married, Transport-moving, Unmarried, White, Male,0,0,55, United-States, <=50K -51, State-gov,243631, 10th,6, Married-civ-spouse, Craft-repair, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -17,,219277, 11th,7, Never-married,, Own-child, White, Female,0,0,20, United-States, <=50K -19, Private,45381, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,8, United-States, <=50K -38, Private,167482, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,52, United-States, >50K -60, Private,225014, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -29, Self-emp-not-inc,405083, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -66,,186061, Some-college,10, Widowed,, Unmarried, Black, Female,0,4356,40, United-States, <=50K -28, Federal-gov,24153, 10th,6, Married-civ-spouse, Other-service, Wife, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -36, Private,126569, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, Ecuador, >50K -57,,137658, HS-grad,9, Married-civ-spouse,, Husband, Other, Male,0,0,5, Columbia, <=50K -24, Private,315476, Assoc-acdm,12, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -43, Private,248186, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,38, United-States, <=50K -29, Self-emp-inc,206903, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, >50K -67, Self-emp-not-inc,191380, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,20051,0,25, United-States, >50K -20, Private,191910, HS-grad,9, Never-married, Protective-serv, Own-child, White, Male,0,0,40, United-States, <=50K -21, Private,145119, Some-college,10, Never-married, Other-service, Own-child, Asian-Pac-Islander, Male,0,0,20, United-States, <=50K -20, Private,130840, 10th,6, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -42, Private,33126, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -20, Private,334105, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,10, United-States, <=50K -19, Local-gov,354104, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,35, United-States, <=50K -34, Private,111985, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -40, Local-gov,321187, Bachelors,13, Never-married, Prof-specialty, Unmarried, White, Female,0,0,45, United-States, <=50K -33, Private,138142, Some-college,10, Separated, Other-service, Unmarried, Black, Female,0,0,25, United-States, <=50K -36, Private,296999, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Female,0,0,37, United-States, <=50K -43, Private,155106, Assoc-acdm,12, Divorced, Craft-repair, Not-in-family, White, Male,0,2444,70, United-States, >50K -41, Local-gov,174491, HS-grad,9, Separated, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -34, State-gov,173266, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -33, Private,25610, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, Other, Male,0,0,40, Japan, >50K -47, Private,187563, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,196344, 1st-4th,2, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, Mexico, <=50K -40, Private,205047, HS-grad,9, Married-spouse-absent, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, >50K -28, Private,715938, Bachelors,13, Never-married, Craft-repair, Own-child, Black, Male,0,0,40, United-States, <=50K -62, Self-emp-not-inc,224520, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,90, United-States, >50K -29, Private,229656, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,50, United-States, <=50K -46, Private,97883, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -28, Private,131298, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,60, United-States, <=50K -57, Federal-gov,197875, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -22, Private,172766, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -28, Local-gov,175796, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -24, Private,51973, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,45, United-States, <=50K -54, Self-emp-not-inc,28186, Bachelors,13, Divorced, Farming-fishing, Not-in-family, White, Male,27828,0,50, United-States, >50K -22, Private,291979, 11th,7, Separated, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -36, State-gov,180752, Bachelors,13, Never-married, Protective-serv, Unmarried, Black, Female,0,0,40, United-States, <=50K -50, Private,234657, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -18, Private,39411, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,24, United-States, <=50K -52, State-gov,334273, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -41, Private,192779, 7th-8th,4, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40,, <=50K -21,,105312, HS-grad,9, Never-married,, Not-in-family, White, Female,0,0,20, United-States, <=50K -36, Private,171676, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,1741,40, United-States, <=50K -34, Self-emp-not-inc,182714, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,55, United-States, >50K -21, Private,231866, Assoc-voc,11, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -46, Private,102102, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -57,,50248, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -61, Local-gov,195519, Masters,14, Never-married, Prof-specialty, Unmarried, White, Female,0,0,25, United-States, <=50K -22, State-gov,34310, Some-college,10, Never-married, Transport-moving, Own-child, White, Male,0,0,25, United-States, <=50K -33,,314913, 11th,7, Divorced,, Own-child, White, Male,0,0,53, United-States, <=50K -36, State-gov,747719, Prof-school,15, Married-civ-spouse, Prof-specialty, Wife, White, Female,15024,0,50, United-States, >50K -43, Local-gov,188280, Masters,14, Divorced, Prof-specialty, Unmarried, White, Female,914,0,40, United-States, <=50K -25, Private,110978, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Wife, Asian-Pac-Islander, Female,0,0,37, India, >50K -17, Private,79682, 10th,6, Never-married, Priv-house-serv, Other-relative, White, Male,0,0,30, United-States, <=50K -45, Private,294671, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,4386,0,38, United-States, >50K -30, Private,340899, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Male,0,1590,80, United-States, <=50K -40, Private,192259, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,35, United-States, <=50K -31, Local-gov,190228, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,45, United-States, <=50K -42, Private,118947, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -53, Private,55861, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -37, Private,238433, 1st-4th,2, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, Cuba, <=50K -37, State-gov,166744, HS-grad,9, Married-spouse-absent, Other-service, Unmarried, White, Female,0,0,20, United-States, <=50K -54, Private,144586, Some-college,10, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, United-States, >50K -36, Private,134367, HS-grad,9, Divorced, Other-service, Own-child, White, Female,0,0,30, United-States, <=50K -46, Private,133616, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -46, Private,203039, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,48, United-States, <=50K -32, Private,217460, 9th,5, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -17, Private,106733, 11th,7, Never-married, Craft-repair, Own-child, White, Male,594,0,40, United-States, <=50K -42, State-gov,212027, Bachelors,13, Divorced, Prof-specialty, Not-in-family, Black, Male,0,0,40, United-States, <=50K -37, Local-gov,126569, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -29, Private,289960, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,48, United-States, <=50K -54, Private,174102, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -38, Private,181716, 12th,8, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, United-States, <=50K -46, Local-gov,172822, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,293091, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -57, Private,107443, 1st-4th,2, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, Portugal, <=50K -59, Private,95283, 1st-4th,2, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,65278, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -35, Private,220943, HS-grad,9, Divorced, Other-service, Unmarried, Black, Female,0,1594,40, United-States, <=50K -53, Private,257940, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,2829,0,40, United-States, <=50K -26, Private,134945, HS-grad,9, Never-married, Machine-op-inspct, Other-relative, White, Male,0,0,40, United-States, <=50K -55, Self-emp-not-inc,105582, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,2228,0,50, United-States, <=50K -46, Private,169324, HS-grad,9, Separated, Other-service, Not-in-family, Black, Female,0,0,45, Jamaica, <=50K -44, State-gov,98989, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Amer-Indian-Eskimo, Male,0,0,38, United-States, >50K -30, Self-emp-not-inc,113838, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,3137,0,60, Germany, <=50K -24, Private,143436, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,24, United-States, <=50K -32, Private,143604, 10th,6, Married-spouse-absent, Other-service, Not-in-family, Black, Female,0,0,37, United-States, <=50K -35, Private,226311, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -67, Private,94610, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,30, United-States, >50K -56, Self-emp-not-inc,26716, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,20, United-States, >50K -26, Private,160261, Masters,14, Never-married, Prof-specialty, Not-in-family, Asian-Pac-Islander, Male,0,0,20, India, <=50K -46, Private,117310, Assoc-acdm,12, Widowed, Tech-support, Unmarried, White, Female,6497,0,40, United-States, <=50K -52, Private,154342, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, United-States, >50K -38, Self-emp-not-inc,89202, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -31, Private,174704, HS-grad,9, Divorced, Sales, Unmarried, Black, Male,0,0,50, United-States, <=50K -53, Private,153486, HS-grad,9, Separated, Transport-moving, Not-in-family, White, Male,0,0,30, United-States, <=50K -27, Private,360097, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, Black, Male,0,0,40, United-States, <=50K -39, Private,230356, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -22, Private,163870, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -37, Private,199753, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, >50K -20, Private,333505, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,30, Nicaragua, <=50K -60, Local-gov,149281, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,138514, Assoc-voc,11, Divorced, Tech-support, Unmarried, Black, Female,0,0,48, United-States, <=50K -57, Federal-gov,66504, Prof-school,15, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, >50K -59, Private,206487, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -37, Private,170020, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,217605, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Wife, White, Female,0,0,40, United-States, <=50K -43, Private,145711, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,72, United-States, >50K -17, Private,169155, 12th,8, Never-married, Other-service, Own-child, White, Male,0,0,35, United-States, <=50K -45, Private,34127, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -18, Private,110142, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -52, Private,222646, 12th,8, Separated, Machine-op-inspct, Other-relative, White, Female,0,0,40, Cuba, <=50K -18, Private,182643, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,9, United-States, <=50K -20, Private,303565, Some-college,10, Never-married, Handlers-cleaners, Own-child, Black, Male,0,0,40, Germany, <=50K -34, Private,140092, HS-grad,9, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -19, Private,178811, HS-grad,9, Never-married, Machine-op-inspct, Own-child, Black, Female,0,0,20, United-States, <=50K -18,,267399, 12th,8, Never-married,, Own-child, White, Female,0,0,12, United-States, <=50K -17, Local-gov,192387, 9th,5, Never-married, Other-service, Own-child, White, Male,0,0,45, United-States, <=50K -30, Federal-gov,127610, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,35, United-States, <=50K -29, Private,258862, Bachelors,13, Never-married, Craft-repair, Not-in-family, White, Female,0,0,45, United-States, <=50K -30, Private,225231, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Male,8614,0,50, United-States, >50K -18, Private,174926, 9th,5, Never-married, Other-service, Own-child, White, Male,0,0,15,, <=50K -50, State-gov,238187, Bachelors,13, Divorced, Adm-clerical, Not-in-family, Black, Female,0,0,37, United-States, <=50K -22, Private,191444, HS-grad,9, Never-married, Sales, Other-relative, White, Male,0,0,40, United-States, <=50K -21, Private,198822, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,35, United-States, <=50K -39, Self-emp-not-inc,251323, 9th,5, Married-civ-spouse, Farming-fishing, Other-relative, White, Male,0,0,40, Cuba, <=50K -20, Private,168187, Some-college,10, Never-married, Other-service, Other-relative, White, Female,4416,0,25, United-States, <=50K -62, Private,370881, Assoc-acdm,12, Widowed, Other-service, Not-in-family, White, Female,0,0,7, United-States, <=50K -32, Private,198183, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,38, United-States, <=50K -38, Private,210610, Assoc-acdm,12, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -32, Private,269182, Some-college,10, Separated, Tech-support, Unmarried, Black, Female,3887,0,40, United-States, <=50K -55, Private,141727, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, White, Female,3464,0,40, United-States, <=50K -38, Private,185848, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,99999,0,70, United-States, >50K -34, Private,46746, 11th,7, Never-married, Other-service, Not-in-family, White, Male,0,0,30, United-States, <=50K -28, Private,120475, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -26, Private,135845, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,37, United-States, <=50K -41, Private,310255, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -61, State-gov,379885, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,40, United-States, >50K -75, Self-emp-not-inc,31428, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,3456,0,40, United-States, <=50K -21, Private,211013, Assoc-voc,11, Married-civ-spouse, Other-service, Other-relative, White, Female,0,0,50, Mexico, <=50K -50, Private,175029, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, >50K -49, Self-emp-inc,119539, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60,, >50K -26, Private,247025, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,65, United-States, <=50K -39, Private,252327, 7th-8th,4, Never-married, Other-service, Own-child, White, Male,0,0,40, Mexico, <=50K -24, Self-emp-not-inc,375313, Some-college,10, Never-married, Prof-specialty, Not-in-family, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -56, Private,107165, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,18, United-States, <=50K -17, Private,108470, 11th,7, Never-married, Other-service, Own-child, Black, Male,0,0,17, United-States, <=50K -37, Private,150057, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,52, United-States, >50K -23, Private,189468, Assoc-voc,11, Married-civ-spouse, Machine-op-inspct, Own-child, White, Female,0,0,30, United-States, <=50K -28,,198393, HS-grad,9, Never-married,, Not-in-family, Black, Female,0,0,40, United-States, <=50K -57, Self-emp-not-inc,181031, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -42, Local-gov,569930, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,45, United-States, >50K -25, Private,27411, Bachelors,13, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -22, Private,147397, Bachelors,13, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,20, United-States, <=50K -39, Private,242922, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -54, Private,154949, 11th,7, Married-civ-spouse, Other-service, Wife, Black, Female,0,0,40, United-States, >50K -41, Self-emp-inc,423217, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -43, Federal-gov,195385, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -19, Private,100009, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Female,0,0,40, United-States, <=50K -35, Private,191628, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,340880, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, Philippines, >50K -19, Private,207173, HS-grad,9, Separated, Adm-clerical, Unmarried, White, Female,0,0,30, United-States, <=50K -33, Private,48010, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -33, Private,229051, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,52, United-States, <=50K -49, Private,193366, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,65, United-States, >50K -31, Private,57781, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,50, United-States, <=50K -69,,121136, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,13, United-States, <=50K -41, Private,433989, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,4386,0,60, United-States, >50K -24, Private,136687, HS-grad,9, Separated, Machine-op-inspct, Unmarried, Other, Female,0,0,40, United-States, <=50K -45, State-gov,154117, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,38, United-States, >50K -63, Private,294009, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,45, United-States, >50K -75, Private,239038, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,16, United-States, <=50K -34, Private,244064, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, Black, Male,0,0,40, United-States, <=50K -69, Private,128348, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Black, Male,9386,0,50, United-States, >50K -33, Private,66278, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -44, Private,162643, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,43, United-States, <=50K -45, Private,179659, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,3103,0,40, United-States, >50K -18, Private,205218, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -48, Private,154033, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,52, United-States, <=50K -43, Private,158528, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -26, Private,366219, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,1848,60, United-States, >50K -35, Private,301862, HS-grad,9, Never-married, Craft-repair, Unmarried, White, Male,0,0,50, United-States, <=50K -34, Private,228406, Some-college,10, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -48, Private,120131, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,70, United-States, >50K -54, Local-gov,127943, HS-grad,9, Widowed, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -57, Private,301514, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,156980, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,60, United-States, <=50K -28, Private,124685, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, Amer-Indian-Eskimo, Male,0,0,55, United-States, <=50K -51, Private,305673, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Canada, >50K -34, Local-gov,31391, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,53, United-States, >50K -41, Local-gov,33658, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,45, United-States, >50K -21, Private,211391, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,27, United-States, <=50K -26, Private,402998, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,58, United-States, >50K -66, Private,78855, HS-grad,9, Never-married, Adm-clerical, Not-in-family, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -40, Private,320451, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,1977,45, Hong, >50K -48, Private,49278, Assoc-acdm,12, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -44,,248876, Bachelors,13, Divorced,, Not-in-family, White, Male,0,0,50, United-States, <=50K -41, Private,242586, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,359696, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,15024,0,60, United-States, >50K -55, Local-gov,296085, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, >50K -43, Private,233130, Bachelors,13, Divorced, Sales, Not-in-family, White, Male,0,0,40, United-States, >50K -51, Private,189511, Assoc-voc,11, Married-civ-spouse, Other-service, Husband, White, Male,0,0,50, Germany, >50K -31, Private,124420, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -30, Self-emp-not-inc,67072, Bachelors,13, Married-spouse-absent, Craft-repair, Not-in-family, White, Male,6849,0,60, United-States, <=50K -51, Private,194908, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -31, Local-gov,94991, HS-grad,9, Divorced, Other-service, Unmarried, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -18, Private,194561, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,37, United-States, <=50K -60, Private,75726, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,0,1092,40, United-States, <=50K -29, Private,60722, HS-grad,9, Never-married, Exec-managerial, Not-in-family, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -33, Private,59944, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -34, Private,220840, 5th-6th,3, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, Mexico, <=50K -40, Self-emp-inc,104235, Masters,14, Never-married, Other-service, Own-child, White, Male,0,0,99, United-States, <=50K -57, Private,142714, Some-college,10, Divorced, Other-service, Not-in-family, White, Female,0,0,38, United-States, <=50K -55, Local-gov,110490, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,60, United-States, <=50K -40, Self-emp-not-inc,154076, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -26, State-gov,130557, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,35, United-States, <=50K -29, Private,107108, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -30, Private,207172, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, Mexico, <=50K -29, Private,304595, Masters,14, Never-married, Sales, Not-in-family, White, Male,0,0,50, United-States, >50K -43, Private,475322, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, >50K -65, Private,107620, 11th,7, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,8, United-States, <=50K -19, Private,301911, Some-college,10, Never-married, Sales, Own-child, Asian-Pac-Islander, Male,0,0,35, Laos, <=50K -35, Private,267866, HS-grad,9, Married-civ-spouse, Sales, Husband, Asian-Pac-Islander, Male,0,1887,50, Iran, >50K -28, Private,269786, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,167474, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -61, Private,115023, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1887,60, United-States, >50K -63, Local-gov,86590, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,32, United-States, <=50K -47, State-gov,187087, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -31, Private,184307, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -18, Private,225859, Some-college,10, Never-married, Transport-moving, Own-child, White, Male,2907,0,30, United-States, <=50K -29, Private,57889, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -59, Private,157932, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -50, Private,187830, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,62, United-States, >50K -49, Private,251180, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,2407,0,50, United-States, <=50K -60, Private,317083, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -35, Self-emp-not-inc,190895, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -48, Federal-gov,328606, HS-grad,9, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -21,,403860, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -41, Private,215479, HS-grad,9, Separated, Handlers-cleaners, Not-in-family, Black, Male,0,0,40, United-States, <=50K -56, Private,157639, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -26, Private,152129, 12th,8, Never-married, Other-service, Unmarried, Black, Male,0,0,40, United-States, <=50K -53, Private,239284, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -23, Private,234302, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, Black, Male,0,0,40, United-States, <=50K -58, Private,218724, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -61, Private,106330, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,35032, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,60, United-States, <=50K -22, Private,234641, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -43, Private,170730, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,50, United-States, >50K -31, Private,218322, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,30, United-States, <=50K -90, Private,47929, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -53, Private,142411, Assoc-voc,11, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -22,,219122, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -55, Private,132887, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,3411,0,40, Jamaica, <=50K -34, State-gov,44464, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,60, United-States, <=50K -28, Private,180928, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,5013,0,55, United-States, <=50K -22,,199426, Some-college,10, Never-married,, Not-in-family, White, Female,0,0,40, United-States, <=50K -36, Private,139703, HS-grad,9, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -33, Private,202642, Bachelors,13, Separated, Prof-specialty, Other-relative, Black, Female,0,0,40, Jamaica, <=50K -17, Private,160049, 10th,6, Never-married, Other-service, Own-child, White, Female,0,0,12, United-States, <=50K -38, Private,239755, 11th,7, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -60, Private,152369, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -34, Private,42900, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -72,,117017, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,8, United-States, <=50K -57, Private,175017, 5th-6th,3, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, Italy, <=50K -39, Private,342642, HS-grad,9, Divorced, Sales, Not-in-family, White, Male,0,0,60, United-States, <=50K -50, Self-emp-not-inc,143730, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,80, United-States, <=50K -45, Private,191098, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,40, China, <=50K -37, Private,208106, Bachelors,13, Separated, Exec-managerial, Not-in-family, White, Male,0,0,35, United-States, <=50K -27, Private,167737, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,48, United-States, <=50K -43, Private,315971, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,45, United-States, >50K -41, Private,142717, Some-college,10, Divorced, Tech-support, Unmarried, Black, Female,0,0,36, United-States, <=50K -20, Private,190227, Masters,14, Never-married, Exec-managerial, Own-child, White, Male,0,0,25, United-States, <=50K -44, Private,79864, Masters,14, Separated, Exec-managerial, Unmarried, White, Female,0,0,20, United-States, <=50K -50, Private,34067, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -54, Private,222882, HS-grad,9, Widowed, Exec-managerial, Unmarried, White, Female,0,0,45, United-States, <=50K -31, Private,44464, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,1564,60, United-States, >50K -33, Private,256062, Some-college,10, Never-married, Adm-clerical, Unmarried, White, Female,0,0,35, Puerto-Rico, <=50K -22, Private,251073, 9th,5, Never-married, Other-service, Own-child, White, Male,0,0,50, United-States, <=50K -46, Private,149949, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,165235, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, Asian-Pac-Islander, Female,0,0,40, Philippines, >50K -22,,243190, Some-college,10, Never-married,, Own-child, Asian-Pac-Islander, Male,0,0,40, China, <=50K -59,,160662, HS-grad,9, Married-civ-spouse,, Husband, White, Male,2407,0,60, United-States, <=50K -57, Self-emp-not-inc,175942, Some-college,10, Widowed, Exec-managerial, Other-relative, White, Male,0,0,25, United-States, <=50K -26, Private,212793, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -52, Local-gov,153312, Assoc-acdm,12, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -55, Local-gov,173296, Masters,14, Divorced, Prof-specialty, Unmarried, White, Female,0,0,45, United-States, <=50K -47, Private,120131, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -19, Private,117444, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -26, Private,226196, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -44, Private,202872, Assoc-acdm,12, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, >50K -42, Private,176716, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, >50K -39, Private,82540, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -17,,41643, 11th,7, Never-married,, Own-child, White, Female,0,0,15, United-States, <=50K -26, Private,197292, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,50, United-States, <=50K -26, Private,76491, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,20, United-States, <=50K -50, Self-emp-inc,101094, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, <=50K -46, Self-emp-not-inc,119944, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -18, Private,141626, Some-college,10, Never-married, Tech-support, Own-child, White, Male,2176,0,20, United-States, <=50K -26, Private,122575, Bachelors,13, Never-married, Exec-managerial, Unmarried, Asian-Pac-Islander, Male,0,0,60, Vietnam, <=50K -32, Private,194740, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,1902,40, United-States, >50K -50, Private,263200, 5th-6th,3, Married-spouse-absent, Other-service, Unmarried, White, Female,0,0,34, Mexico, <=50K -47, Local-gov,140644, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -52, Private,202115, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,25, United-States, <=50K -25, Federal-gov,27142, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -42, Local-gov,318046, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -53, Private,276369, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -30, Private,67187, HS-grad,9, Never-married, Handlers-cleaners, Own-child, Amer-Indian-Eskimo, Female,0,0,8, United-States, <=50K -23, Private,133582, 1st-4th,2, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,36, Mexico, <=50K -23, Private,216672, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Male,0,0,30,, <=50K -32, Private,45796, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -29, Self-emp-inc,31778, HS-grad,9, Separated, Prof-specialty, Other-relative, White, Male,0,0,25, United-States, <=50K -40, Private,190044, Assoc-acdm,12, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -45, State-gov,144351, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -17,,172145, 10th,6, Never-married,, Own-child, Black, Female,0,0,40, United-States, <=50K -55, Private,193130, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -59, Local-gov,140478, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -56, Private,122390, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,15024,0,40, United-States, >50K -23, Private,116830, 12th,8, Never-married, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -37, Local-gov,117683, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,106491, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, United-States, <=50K -22,,39803, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -27, Private,363053, 9th,5, Never-married, Priv-house-serv, Unmarried, White, Female,0,0,24, Mexico, <=50K -21, Private,54472, HS-grad,9, Never-married, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -47, Local-gov,200471, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,5178,0,40, United-States, >50K -38, Private,54317, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,60, United-States, <=50K -62, Local-gov,113443, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,10520,0,33, United-States, >50K -27, Private,159623, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -25,,161235, Assoc-voc,11, Never-married,, Own-child, White, Male,0,0,90, United-States, <=50K -27, Private,247978, HS-grad,9, Never-married, Other-service, Own-child, Black, Female,0,0,40, United-States, <=50K -40, Private,305846, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -22, Self-emp-not-inc,214014, Some-college,10, Never-married, Sales, Own-child, Black, Male,99999,0,55, United-States, >50K -33, Private,226525, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,60, United-States, <=50K -28, Private,247819, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,5, United-States, <=50K -28, Private,194940, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,289991, HS-grad,9, Never-married, Transport-moving, Unmarried, White, Male,0,0,55, United-States, <=50K -46, Private,585361, 9th,5, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -30, Private,91145, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -65,,231604, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,45, Germany, <=50K -28, Private,273269, Some-college,10, Never-married, Craft-repair, Not-in-family, Black, Male,0,0,40, United-States, <=50K -39, Private,202683, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,159179, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -50, Private,28952, Some-college,10, Married-civ-spouse, Sales, Wife, White, Female,0,0,39, United-States, <=50K -25,,214925, 10th,6, Never-married,, Own-child, Black, Male,0,0,40, United-States, <=50K -63, Private,163708, 9th,5, Widowed, Other-service, Not-in-family, White, Female,0,0,20, United-States, <=50K -56, Private,200235, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, United-States, >50K -46, Private,109209, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -19, Private,166153, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,30, United-States, <=50K -56, Local-gov,268213, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,35,, >50K -31, Private,69056, HS-grad,9, Divorced, Other-service, Own-child, White, Female,0,0,15, United-States, <=50K -51, State-gov,237141, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -17, Private,277541, 11th,7, Never-married, Sales, Own-child, White, Male,0,0,5, United-States, <=50K -27, Local-gov,289039, Some-college,10, Never-married, Protective-serv, Unmarried, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -30, Private,134737, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,45, United-States, <=50K -18, Private,56613, Some-college,10, Never-married, Protective-serv, Own-child, White, Female,0,0,20, United-States, <=50K -41, Private,36699, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Male,4650,0,40, United-States, <=50K -40, Local-gov,333530, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -35, Private,185366, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -29, Private,154017, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,10, United-States, <=50K -27, Private,215504, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,1848,55, United-States, >50K -25, Private,222539, 10th,6, Never-married, Transport-moving, Not-in-family, White, Male,2597,0,50, United-States, <=50K -53, Private,191565, 1st-4th,2, Divorced, Other-service, Unmarried, Black, Female,0,0,40, Dominican-Republic, <=50K -53, Private,111939, Bachelors,13, Married-civ-spouse, Other-service, Husband, White, Male,0,0,35, United-States, <=50K -26, State-gov,53903, HS-grad,9, Never-married, Craft-repair, Unmarried, White, Male,0,0,50, United-States, <=50K -41, Private,146659, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,70, United-States, <=50K -28, Private,194200, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,70, United-States, <=50K -48, State-gov,78529, Masters,14, Separated, Prof-specialty, Not-in-family, White, Male,0,0,60, United-States, <=50K -22, Private,194829, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,30, United-States, <=50K -40, Federal-gov,330174, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,40, United-States, >50K -52, Self-emp-inc,230767, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,60, Cuba, >50K -53, Local-gov,137250, Masters,14, Widowed, Prof-specialty, Unmarried, Black, Female,0,1669,35, United-States, <=50K -40, Private,254478, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,7298,0,50, United-States, >50K -57, Private,300908, Assoc-acdm,12, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,75, United-States, <=50K -53, Self-emp-not-inc,187830, Assoc-voc,11, Separated, Craft-repair, Not-in-family, White, Male,0,0,40, Poland, <=50K -23, Private,201138, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,8, United-States, <=50K -31, Self-emp-not-inc,44503, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,381357, 9th,5, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,28, United-States, <=50K -25, Private,311124, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,20, United-States, <=50K -37, Private,96330, Some-college,10, Never-married, Exec-managerial, Unmarried, Black, Female,0,0,40, United-States, <=50K -50, Private,228238, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -34, Self-emp-not-inc,56964, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,35, United-States, <=50K -37, Private,127772, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -52, Private,386397, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -29, Self-emp-not-inc,404998, Assoc-voc,11, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,90, United-States, <=50K -49, Private,34545, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1887,40, United-States, >50K -31, Private,157886, Some-college,10, Married-civ-spouse, Other-service, Wife, White, Female,0,0,40, United-States, <=50K -47, Private,101299, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -51, Self-emp-not-inc,134447, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,70, United-States, <=50K -27, Private,191822, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,50, United-States, <=50K -23, Private,70919, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -55, Private,266343, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,46, United-States, <=50K -28, Private,87239, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -31, Local-gov,236487, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, Germany, <=50K -30, Private,224147, HS-grad,9, Never-married, Transport-moving, Own-child, Black, Male,0,0,40, United-States, <=50K -23, Private,197200, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,60, United-States, <=50K -19, Private,124265, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,50, United-States, <=50K -22, Private,79980, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,25, United-States, <=50K -50, Private,128814, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,25, United-States, <=50K -64,,208862, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,50, United-States, >50K -21, Private,51262, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,35, United-States, <=50K -75, Self-emp-inc,98116, Some-college,10, Widowed, Sales, Not-in-family, White, Male,0,0,40, United-States, >50K -29, Private,82393, HS-grad,9, Never-married, Machine-op-inspct, Own-child, Asian-Pac-Islander, Male,0,0,40, Germany, <=50K -47, Private,57534, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -20, Private,218962, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -33, Private,204752, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -45, Private,243631, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,45, China, >50K -41, Private,170299, Assoc-voc,11, Divorced, Prof-specialty, Unmarried, White, Female,0,0,43, United-States, <=50K -23, Private,60331, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -38, Private,269318, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,5178,0,50, United-States, >50K -67, State-gov,132819, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,41, United-States, >50K -21, Private,119665, Some-college,10, Never-married, Tech-support, Own-child, White, Male,0,0,35, United-States, <=50K -38, Private,150057, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,45, United-States, <=50K -31, Private,128567, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -19,,230874, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -59, Self-emp-not-inc,148526, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,160192, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -50, Local-gov,74660, Some-college,10, Widowed, Prof-specialty, Unmarried, White, Male,0,0,40, United-States, <=50K -60, Self-emp-inc,142494, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,122042, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -28, Self-emp-inc,37088, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -36, Private,61778, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, >50K -21,,176356, Some-college,10, Never-married,, Own-child, White, Female,0,0,10, Germany, <=50K -27, Private,123302, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, Poland, <=50K -18, Private,89760, 12th,8, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -44, Local-gov,165304, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1485,40, United-States, >50K -56, Private,104945, 7th-8th,4, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,40, United-States, <=50K -51, Self-emp-inc,192973, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, Black, Male,0,0,40, United-States, >50K -48, Private,97863, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, Italy, >50K -31, Private,73585, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, <=50K -35, Private,29145, Assoc-voc,11, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Private,175232, HS-grad,9, Divorced, Handlers-cleaners, Other-relative, White, Male,0,0,40, United-States, <=50K -36, Private,325374, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -47, Self-emp-not-inc,107231, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1672,65, United-States, <=50K -23, Private,129345, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,25, United-States, <=50K -21, Private,228395, Some-college,10, Never-married, Sales, Other-relative, Black, Female,0,0,20, United-States, <=50K -49, Private,452402, Some-college,10, Separated, Exec-managerial, Unmarried, Black, Female,0,0,60, United-States, <=50K -51, Self-emp-inc,338260, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,60, United-States, >50K -46, Private,165138, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,109055, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,3137,0,45, United-States, <=50K -27, Private,193122, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -56,,425497, Assoc-acdm,12, Married-civ-spouse,, Husband, White, Male,0,0,20, United-States, <=50K -48, Private,191858, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,297155, Some-college,10, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -29, Local-gov,181282, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -50, Federal-gov,111700, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, <=50K -18, Private,35065, HS-grad,9, Never-married, Transport-moving, Not-in-family, Black, Male,0,0,35, United-States, <=50K -37, Private,298539, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,55, United-States, >50K -51, Self-emp-not-inc,95435, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -31, Private,162160, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,47, United-States, <=50K -29, Private,176037, Assoc-voc,11, Divorced, Tech-support, Not-in-family, Black, Male,14344,0,40, United-States, >50K -39, Private,314007, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,2051,40, United-States, <=50K -48, Private,197683, Some-college,10, Married-civ-spouse, Sales, Husband, Black, Male,0,0,40, United-States, >50K -44, Private,242521, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,7688,0,50, United-States, >50K -39, Private,290321, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -22, Local-gov,44064, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,35, United-States, <=50K -27,,174163, Some-college,10, Married-civ-spouse,, Wife, White, Female,0,0,40, United-States, >50K -42, Private,374790, 9th,5, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -18, Private,231562, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,33, United-States, <=50K -27, Private,376150, Some-college,10, Married-spouse-absent, Sales, Not-in-family, White, Female,0,0,25, United-States, <=50K -51, Private,99987, 10th,6, Separated, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -27, Self-emp-not-inc,120126, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -60, Self-emp-not-inc,33717, 11th,7, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -36, Private,132879, 1st-4th,2, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, Italy, <=50K -45, Private,304570, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,60, China, >50K -40, Private,100292, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,52, United-States, >50K -63, Private,117473, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,4386,0,40, United-States, >50K -41, Private,239833, HS-grad,9, Married-spouse-absent, Transport-moving, Unmarried, Black, Male,0,0,50, United-States, <=50K -53,,155233, 12th,8, Married-civ-spouse,, Wife, White, Female,0,0,40, Italy, <=50K -34, Private,130369, HS-grad,9, Divorced, Transport-moving, Unmarried, White, Female,1151,0,48, Germany, <=50K -34, Private,347166, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,502752, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -22, State-gov,255575, Assoc-acdm,12, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,15, United-States, <=50K -49, Private,277946, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -43,,214541, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,35, United-States, <=50K -36, Private,143123, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -27, Private,69132, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Male,0,0,37, United-States, <=50K -52, Self-emp-not-inc,34973, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,1887,60, United-States, >50K -29, Private,236992, HS-grad,9, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,50, United-States, <=50K -27, Private,492263, 10th,6, Separated, Machine-op-inspct, Own-child, White, Male,0,0,35, Mexico, <=50K -42, Private,180019, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,65, United-States, <=50K -49, Self-emp-not-inc,47086, Bachelors,13, Widowed, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -24, Private,222853, Some-college,10, Never-married, Craft-repair, Unmarried, White, Male,0,0,50, United-States, <=50K -22, Private,344176, HS-grad,9, Never-married, Sales, Unmarried, White, Male,0,0,20, United-States, <=50K -30, Self-emp-not-inc,223212, Bachelors,13, Never-married, Sales, Unmarried, White, Male,0,0,40, United-States, <=50K -28, Private,110981, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -20, Private,162688, Assoc-voc,11, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -45, Self-emp-inc,181307, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,43, United-States, >50K -39, Private,148903, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,4687,0,50, United-States, >50K -43, Private,306440, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,66, France, <=50K -18, Private,210311, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -53, Private,127117, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -74, Private,54732, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,20, United-States, >50K -39, Private,271521, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,48, Philippines, >50K -33,,216908, 10th,6, Never-married,, Other-relative, White, Male,0,0,40, United-States, <=50K -49, Private,543922, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,42, United-States, >50K -21, Private,766115, 10th,6, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,35, United-States, <=50K -65,,52728, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,284166, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,1564,50, United-States, >50K -49, Private,122206, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,0,25, United-States, <=50K -20,,95989, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -47, Private,334039, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,44, United-States, >50K -46, Self-emp-not-inc,225456, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,112847, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,7298,0,32, United-States, >50K -61, Self-emp-not-inc,171840, HS-grad,9, Widowed, Prof-specialty, Unmarried, White, Female,0,0,16, United-States, <=50K -48, Private,180695, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,38, United-States, <=50K -44, Private,121012, 9th,5, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -37, Self-emp-inc,126569, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -45, Private,227791, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,1740,50, United-States, <=50K -51, Self-emp-not-inc,290290, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -33, Local-gov,251521, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, <=50K -55, Self-emp-not-inc,41938, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,8, United-States, <=50K -25, Private,27678, Some-college,10, Married-civ-spouse, Other-service, Wife, White, Female,0,0,60, United-States, <=50K -26, Private,133756, HS-grad,9, Divorced, Farming-fishing, Not-in-family, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -54, Private,215990, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -38, Private,461337, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,33, United-States, <=50K -39, Local-gov,344855, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,1977,20, United-States, >50K -20, State-gov,214542, Some-college,10, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -30, Private,258170, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -29, Federal-gov,242147, HS-grad,9, Divorced, Adm-clerical, Not-in-family, Other, Male,0,0,45, United-States, <=50K -42, Private,235700, HS-grad,9, Divorced, Handlers-cleaners, Not-in-family, White, Female,0,0,40, United-States, <=50K -24, Private,278130, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -36, Private,261241, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, >50K -60, Private,85995, Masters,14, Married-civ-spouse, Adm-clerical, Husband, Asian-Pac-Islander, Male,0,0,50, South, >50K -42, Private,340885, HS-grad,9, Divorced, Farming-fishing, Not-in-family, White, Male,0,0,44, United-States, <=50K -42, Private,152889, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -46, Private,195023, HS-grad,9, Married-spouse-absent, Machine-op-inspct, Not-in-family, White, Female,0,0,40, Columbia, <=50K -52, State-gov,109600, Masters,14, Married-spouse-absent, Exec-managerial, Unmarried, White, Female,4787,0,44, United-States, >50K -27,,249463, Assoc-voc,11, Married-civ-spouse,, Husband, White, Male,0,0,20, United-States, <=50K -43, Private,158177, Some-college,10, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,35, United-States, <=50K -43, State-gov,47818, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -27, Private,391468, 11th,7, Divorced, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -52, Local-gov,199995, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,60, United-States, >50K -31, Private,231043, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -38,,281768, 7th-8th,4, Divorced,, Unmarried, Black, Female,0,0,30, United-States, <=50K -44, Private,267790, 9th,5, Never-married, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -27, Private,217379, Some-college,10, Divorced, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -50, Private,421561, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -23, Private,50953, Some-college,10, Never-married, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -22, Private,138504, Some-college,10, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,30, United-States, <=50K -36, State-gov,177064, Some-college,10, Never-married, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -24, Private,103064, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Female,3674,0,40, United-States, <=50K -59, Private,184493, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -39, Private,104089, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -23, Private,149204, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -37, Private,405284, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,1340,42, United-States, <=50K -25, Local-gov,137296, Assoc-acdm,12, Never-married, Adm-clerical, Own-child, Black, Female,0,0,38, United-States, <=50K -40, Private,87771, HS-grad,9, Married-civ-spouse, Craft-repair, Wife, White, Female,0,1628,45, United-States, <=50K -38, State-gov,125499, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,7688,0,60, India, >50K -31, Private,59083, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,35, United-States, <=50K -28, Local-gov,138332, Doctorate,16, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -24, Private,198914, HS-grad,9, Never-married, Sales, Unmarried, Black, Male,0,0,25, United-States, <=50K -46, Local-gov,238162, Assoc-acdm,12, Married-civ-spouse, Protective-serv, Husband, White, Male,0,1887,50, United-States, >50K -29, Private,123677, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, Asian-Pac-Islander, Female,0,0,40, Laos, <=50K -38, Federal-gov,325538, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -53, Private,251063, Some-college,10, Separated, Exec-managerial, Unmarried, Black, Female,0,0,40, United-States, <=50K -33, Private,51471, HS-grad,9, Married-civ-spouse, Tech-support, Wife, White, Female,0,1902,40, United-States, >50K -39, Private,175681, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,60,, <=50K -44, Private,165599, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,48, United-States, <=50K -46, Private,149640, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,45, England, >50K -30, Private,143526, Bachelors,13, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -24, Private,211160, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,342989, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -62, Self-emp-not-inc,173631, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,70, United-States, <=50K -25, Private,141876, HS-grad,9, Married-spouse-absent, Exec-managerial, Not-in-family, White, Male,0,0,45, United-States, <=50K -45, Private,137604, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -21, Private,129232, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -64, Federal-gov,271550, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -39, Private,456922, Bachelors,13, Divorced, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -60, Private,232242, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,352188, HS-grad,9, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -27, Private,114967, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -41, Private,201981, HS-grad,9, Divorced, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -32, State-gov,159247, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -24, Private,125905, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,186824, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -42, Local-gov,121012, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -58, Private,110844, Masters,14, Widowed, Sales, Not-in-family, White, Female,0,0,27, United-States, <=50K -23, Private,143003, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,1887,50, India, >50K -31, Federal-gov,59732, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -28, Private,178489, Bachelors,13, Never-married, Exec-managerial, Unmarried, Black, Female,0,0,45,, <=50K -41,,252127, Some-college,10, Widowed,, Unmarried, Black, Female,0,0,20, United-States, <=50K -37, Private,109633, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,16, United-States, >50K -19, Private,160811, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,38, United-States, <=50K -27, Self-emp-not-inc,365110, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,20, United-States, <=50K -61, Self-emp-not-inc,113080, 9th,5, Married-civ-spouse, Sales, Husband, White, Male,0,0,58, United-States, >50K -39, Private,206074, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -25, Private,173062, Bachelors,13, Never-married, Handlers-cleaners, Unmarried, Black, Male,0,0,40, United-States, <=50K -58, Private,117273, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -27, Self-emp-not-inc,153805, Some-college,10, Married-civ-spouse, Transport-moving, Other-relative, Other, Male,0,0,50, Ecuador, >50K -51, Private,293802, 5th-6th,3, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,0,0,52, United-States, <=50K -43, Local-gov,153132, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,40, United-States, >50K -46, Private,166809, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -67,,34122, 5th-6th,3, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -50, Local-gov,231725, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,63210, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,15, United-States, <=50K -35, Private,108293, Bachelors,13, Widowed, Prof-specialty, Unmarried, White, Female,0,0,32, United-States, >50K -57, Private,116878, 1st-4th,2, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, Italy, <=50K -40, Private,110622, Prof-school,15, Married-civ-spouse, Adm-clerical, Other-relative, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -42, Local-gov,180318, 10th,6, Never-married, Farming-fishing, Unmarried, White, Male,0,0,35, United-States, <=50K -67, Self-emp-inc,112318, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -47, Private,252079, Bachelors,13, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,7688,0,44, United-States, >50K -30, Private,27153, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,50, United-States, <=50K -26, Private,73312, 11th,7, Never-married, Machine-op-inspct, Unmarried, White, Female,0,0,15, United-States, <=50K -51, Private,145409, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,167882, Some-college,10, Widowed, Other-service, Other-relative, Black, Female,0,0,45, Haiti, <=50K -24, Private,236696, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Own-child, White, Male,0,0,35, United-States, <=50K -48, Self-emp-not-inc,28791, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,50, United-States, <=50K -34, State-gov,118551, Bachelors,13, Married-civ-spouse, Tech-support, Own-child, White, Female,5178,0,25,, >50K -70, Private,187292, Bachelors,13, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,6418,0,40, United-States, >50K -35, Private,189922, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -61,,584259, Masters,14, Married-civ-spouse,, Husband, White, Male,0,0,2, United-States, >50K -26, Private,173992, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -64, Private,253759, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,3, United-States, <=50K -26, Private,111243, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Female,0,0,35, United-States, <=50K -39, Self-emp-not-inc,147850, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,30, United-States, <=50K -55, Private,171015, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,36, United-States, <=50K -23, Private,118023, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,45,, <=50K -33, Self-emp-not-inc,361497, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,137290, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -28, Local-gov,401886, HS-grad,9, Never-married, Adm-clerical, Other-relative, White, Male,0,0,20, United-States, <=50K -50, Private,201882, Masters,14, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,30, United-States, <=50K -26, Local-gov,30793, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,55, United-States, >50K -44, Federal-gov,139161, Assoc-acdm,12, Divorced, Adm-clerical, Not-in-family, Black, Female,0,1741,40, United-States, <=50K -51, Private,210736, HS-grad,9, Married-spouse-absent, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -34, Private,167781, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,50, United-States, <=50K -37, Private,103986, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,39, United-States, >50K -29, Private,144592, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -24, Private,493034, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Black, Male,0,0,40, United-States, <=50K -27, Private,184078, Assoc-voc,11, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -44, Private,191814, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -24, Private,329852, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -54, Private,223660, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -47, Private,177087, Some-college,10, Separated, Adm-clerical, Unmarried, White, Female,0,0,50, United-States, >50K -30, Private,143766, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,30, United-States, <=50K -35, Private,234271, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -39, Federal-gov,314822, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,40, United-States, <=50K -42, Private,195584, Assoc-acdm,12, Separated, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -70, Self-emp-inc,207938, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,2377,50, United-States, >50K -41, Private,126850, Prof-school,15, Married-civ-spouse, Adm-clerical, Husband, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -36, Private,279485, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,38, United-States, <=50K -44, Private,267717, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,42, United-States, >50K -42,,175935, HS-grad,9, Separated,, Unmarried, White, Male,0,0,40, United-States, <=50K -20, Private,163665, Some-college,10, Never-married, Transport-moving, Own-child, White, Female,0,0,17, United-States, <=50K -29, Private,200468, 10th,6, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -27, Private,91501, HS-grad,9, Married-civ-spouse, Tech-support, Wife, White, Female,0,0,40, United-States, <=50K -30, Private,182771, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, >50K -59, Self-emp-not-inc,56392, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,1579,60, United-States, <=50K -31, Private,20511, Bachelors,13, Never-married, Other-service, Not-in-family, White, Female,0,0,25, United-States, <=50K -21, Private,538822, HS-grad,9, Never-married, Other-service, Other-relative, White, Male,0,0,40, Mexico, <=50K -26, Private,332008, Some-college,10, Never-married, Craft-repair, Unmarried, Asian-Pac-Islander, Male,0,0,37, Taiwan, <=50K -57, Self-emp-inc,220789, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -59, Self-emp-not-inc,114760, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,20, United-States, >50K -87,,90338, HS-grad,9, Widowed,, Not-in-family, White, Male,0,0,2, United-States, <=50K -25, Private,181576, Some-college,10, Never-married, Transport-moving, Not-in-family, White, Male,0,0,55, United-States, <=50K -39, Private,198841, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,45, United-States, >50K -53, Private,53197, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,3103,0,40, United-States, >50K -32, State-gov,542265, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Private,193026, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,25505, Assoc-voc,11, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,35, United-States, <=50K -17, Private,375657, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,30, United-States, <=50K -44, Private,201599, 11th,7, Never-married, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -23, Private,181820, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,20, United-States, <=50K -57, Private,334224, Some-college,10, Married-civ-spouse, Craft-repair, Wife, White, Female,9386,0,40, United-States, >50K -30, State-gov,54318, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -51, Self-emp-not-inc,141388, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,55, United-States, <=50K -54, Self-emp-not-inc,57101, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, <=50K -44, Private,168515, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, Germany, <=50K -60, Private,163665, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,16, United-States, >50K -28, Private,207513, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,7298,0,42, United-States, >50K -39, Private,293291, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, >50K -55, Private,70088, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -36, Private,199346, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,50, United-States, >50K -55, Local-gov,143949, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,3103,0,45, United-States, >50K -33, Private,207201, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,55, United-States, >50K -30, Private,430283, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,7298,0,40, United-States, >50K -40, Local-gov,293809, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,20, United-States, <=50K -30, Private,378009, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -40, Private,226608, Some-college,10, Divorced, Tech-support, Not-in-family, White, Male,0,0,30, Guatemala, >50K -24, Private,314182, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Female,0,0,50, United-States, <=50K -18, Private,170544, 11th,7, Never-married, Sales, Own-child, White, Male,0,0,20, United-States, <=50K -18, Private,94196, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Female,0,0,25, United-States, <=50K -49, Private,193047, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -42, Private,112607, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -28, Local-gov,146949, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,309513, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -48, Self-emp-not-inc,191389, Some-college,10, Separated, Sales, Unmarried, White, Female,0,0,50, United-States, <=50K -24, Private,213902, 7th-8th,4, Never-married, Priv-house-serv, Own-child, White, Female,0,0,32, El-Salvador, <=50K -73, Self-emp-not-inc,46514, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,25, United-States, <=50K -35, Private,75855, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Black, Male,7298,0,40,, >50K -23, Private,38707, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, >50K -19, Private,188568, Some-college,10, Never-married, Priv-house-serv, Not-in-family, White, Female,0,0,40, United-States, <=50K -27, Private,215014, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,35, Mexico, <=50K -27, Private,184477, 12th,8, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -41, Self-emp-not-inc,204235, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -31, Private,39054, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,20, United-States, <=50K -64, Self-emp-inc,272531, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -45, Private,358701, 12th,8, Never-married, Other-service, Own-child, White, Male,0,0,10, Mexico, <=50K -47, Private,217750, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,35, United-States, <=50K -22, Private,200374, HS-grad,9, Never-married, Machine-op-inspct, Other-relative, White, Male,0,0,35, United-States, <=50K -24, Private,498349, Bachelors,13, Never-married, Transport-moving, Unmarried, Black, Female,0,0,40, United-States, <=50K -69, State-gov,170458, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,20, United-States, <=50K -40, Self-emp-not-inc,57233, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -45, Private,188432, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -47, Self-emp-not-inc,33300, Assoc-acdm,12, Never-married, Farming-fishing, Other-relative, White, Male,10520,0,45, United-States, >50K -31, Private,225779, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -48, Private,46677, Assoc-acdm,12, Divorced, Exec-managerial, Unmarried, White, Female,0,0,42, United-States, <=50K -41, Private,227968, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, Black, Female,0,0,35, Haiti, >50K -34, Private,85355, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -48, Private,207120, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -28, Local-gov,229223, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Wife, White, Female,7688,0,36, United-States, >50K -20, Private,224640, Assoc-acdm,12, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -39, Private,139012, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, Asian-Pac-Islander, Male,0,0,40, Philippines, >50K -40, Federal-gov,130749, Some-college,10, Divorced, Exec-managerial, Not-in-family, Black, Female,0,0,40, United-States, <=50K -28, Private,204516, 10th,6, Never-married, Transport-moving, Not-in-family, White, Male,0,0,45, United-States, <=50K -20, Private,105479, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,25, United-States, <=50K -41, Private,197093, Bachelors,13, Divorced, Prof-specialty, Not-in-family, Black, Male,0,0,40, United-States, <=50K -49, Self-emp-inc,431245, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -24, Private,155150, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -35, State-gov,216035, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,388247, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -23, Private,208908, Bachelors,13, Never-married, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -23, Private,259301, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -42, Self-emp-not-inc,69333, Assoc-voc,11, Married-civ-spouse, Transport-moving, Husband, White, Male,4386,0,80, United-States, >50K -34, Private,167893, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,64, United-States, >50K -32, Federal-gov,386877, Assoc-voc,11, Never-married, Tech-support, Own-child, Black, Male,4650,0,40, United-States, <=50K -54, Private,146551, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,54, United-States, >50K -48, Private,238360, Bachelors,13, Separated, Adm-clerical, Unmarried, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -38, Private,187748, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -48, State-gov,50748, Bachelors,13, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -22, Private,50136, 5th-6th,3, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, El-Salvador, <=50K -42, Private,111483, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,50, United-States, >50K -31, Private,298871, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,40, China, <=50K -27, Private,147340, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,50, United-States, >50K -57, Private,132704, Masters,14, Separated, Prof-specialty, Not-in-family, White, Male,10520,0,32, United-States, >50K -46, State-gov,327786, Assoc-voc,11, Divorced, Tech-support, Not-in-family, White, Female,3325,0,42, United-States, <=50K -44, Federal-gov,243636, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -42, Local-gov,194417, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -24, Private,236696, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -38, Private,337130, 1st-4th,2, Married-spouse-absent, Craft-repair, Not-in-family, White, Male,0,0,40, Mexico, <=50K -29, Private,273051, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,52, Yugoslavia, >50K -38, Private,186191, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, <=50K -33, Private,268451, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -61, Private,154600, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,4, United-States, <=50K -49, Local-gov,405309, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -51, Self-emp-not-inc,99185, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -42, Private,191765, HS-grad,9, Divorced, Other-service, Other-relative, Black, Female,0,0,35, United-States, <=50K -21, Private,253583, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -29,,297054, HS-grad,9, Divorced,, Not-in-family, White, Male,0,0,40, United-States, <=50K -54, Private,204397, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -23, Private,288771, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,30, United-States, <=50K -52, Private,173987, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -28, Local-gov,33662, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,7298,0,40, United-States, >50K -23, Private,91658, Some-college,10, Divorced, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -43, Private,226902, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,80, United-States, >50K -45, Private,232586, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -51, Self-emp-not-inc,291755, 7th-8th,4, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,42, United-States, <=50K -29,,207032, HS-grad,9, Married-spouse-absent,, Unmarried, Black, Female,0,0,42, Haiti, <=50K -23, Private,161478, Some-college,10, Never-married, Sales, Own-child, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -73, Self-emp-not-inc,109833, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,30, United-States, <=50K -47, Self-emp-not-inc,229394, 11th,7, Divorced, Exec-managerial, Unmarried, White, Female,0,0,55, United-States, <=50K -61,,69285, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,37, United-States, <=50K -26, Private,491862, Assoc-voc,11, Never-married, Exec-managerial, Not-in-family, Black, Female,0,0,40, United-States, <=50K -40, Private,311534, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, >50K -32, Self-emp-not-inc,420895, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,47, United-States, <=50K -39, Private,226374, 10th,6, Divorced, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -33, Federal-gov,101345, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -35, Private,48779, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,35, United-States, <=50K -42, Private,152676, HS-grad,9, Divorced, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -46, Private,164877, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,44, United-States, <=50K -33, Private,97521, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -47, Private,88564, 5th-6th,3, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,20, United-States, <=50K -33, Private,188246, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,189185, HS-grad,9, Divorced, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -42, State-gov,163069, Some-college,10, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -28, Private,251905, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -29, Private,112403, 5th-6th,3, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40,, <=50K -18, Private,36882, 12th,8, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -33, Self-emp-not-inc,195891, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -36, Private,194905, Bachelors,13, Widowed, Prof-specialty, Unmarried, White, Female,0,0,44, United-States, <=50K -33, Private,133503, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,7688,0,48, United-States, >50K -40, Private,31621, HS-grad,9, Married-spouse-absent, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -57, Self-emp-not-inc,413373, Doctorate,16, Married-civ-spouse, Sales, Husband, White, Male,0,1902,40, United-States, >50K -40, Private,196029, HS-grad,9, Divorced, Transport-moving, Unmarried, White, Male,0,0,45, United-States, <=50K -36, Private,107302, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,50, United-States, <=50K -45, Private,151267, Bachelors,13, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, >50K -52, Private,256861, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -24, Private,82777, HS-grad,9, Separated, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Private,147430, HS-grad,9, Married-spouse-absent, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -28,,60726, HS-grad,9, Never-married,, Own-child, Black, Male,0,0,40, United-States, <=50K -46, Self-emp-not-inc,165754, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,45, United-States, <=50K -36, Private,448337, HS-grad,9, Separated, Sales, Unmarried, Black, Female,0,0,40, United-States, <=50K -48, Private,185079, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, <=50K -36, Private,418702, Assoc-voc,11, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -48, Private,41504, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -21, Private,387335, Some-college,10, Never-married, Tech-support, Own-child, White, Female,0,1719,9, United-States, <=50K -18, Private,261720, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Private,133963, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, >50K -66,,357750, 11th,7, Widowed,, Not-in-family, Black, Female,0,0,40, United-States, <=50K -36, State-gov,179488, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,7298,0,55, United-States, >50K -38, Private,60135, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Female,0,0,40, United-States, <=50K -55, Self-emp-not-inc,308746, Prof-school,15, Widowed, Prof-specialty, Not-in-family, White, Male,0,0,55, United-States, >50K -27, Private,278720, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -22, State-gov,477505, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -29, Private,164711, Some-college,10, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,40, United-States, <=50K -40, Private,208277, Some-college,10, Never-married, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -21, Private,39943, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -49, Private,104542, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -29, Private,286634, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,50, United-States, >50K -28, Private,142712, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, >50K -26, Private,336404, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,117983, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,41, United-States, <=50K -72,,108796, Prof-school,15, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, >50K -59, Private,59469, Masters,14, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, Iran, <=50K -37, Private,171968, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -56,,119254, 10th,6, Divorced,, Not-in-family, White, Female,0,0,40, United-States, <=50K -27, Private,278617, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -39, Private,72338, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,40, Philippines, >50K -49, Local-gov,343231, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,80, United-States, <=50K -30, Private,63910, HS-grad,9, Married-civ-spouse, Sales, Own-child, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -28, Private,190350, 9th,5, Married-civ-spouse, Protective-serv, Wife, Black, Female,0,0,40, United-States, <=50K -25, State-gov,176162, Bachelors,13, Never-married, Protective-serv, Own-child, White, Male,0,0,40, United-States, <=50K -18, Private,37720, 10th,6, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -25, Private,421467, Assoc-acdm,12, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,26, United-States, <=50K -36, Private,138441, Some-college,10, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -52, Private,146767, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -20,,369678, 12th,8, Never-married,, Not-in-family, Other, Male,0,1602,40, United-States, <=50K -25, Private,160445, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -26, Private,211695, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -50, Private,102346, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,2415,20, United-States, >50K -48, Private,128796, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -39, Private,111129, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -30, Local-gov,44566, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,118497, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -36, Private,334291, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1887,40, United-States, >50K -49, Private,237920, Doctorate,16, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -34, Local-gov,136331, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -28, Private,187397, HS-grad,9, Never-married, Other-service, Other-relative, Other, Male,0,0,48, Mexico, <=50K -28, Self-emp-not-inc,119793, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -42, Private,24982, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,7688,0,40, United-States, >50K -26, Self-emp-not-inc,231714, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -54, Private,229272, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, >50K -66,,68219, 9th,5, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -61, Self-emp-not-inc,268831, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,53, United-States, <=50K -45, Self-emp-not-inc,149640, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,30, United-States, >50K -29, Private,261725, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,35, United-States, <=50K -74, Private,161387, HS-grad,9, Divorced, Handlers-cleaners, Not-in-family, White, Female,0,0,16, United-States, <=50K -61, Local-gov,260167, HS-grad,9, Widowed, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -27, Private,200928, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,22, United-States, <=50K -53, Federal-gov,155594, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -57, Self-emp-not-inc,79539, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -41, Private,469454, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -45, Private,331482, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -43, Private,225193, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -26,,370727, Bachelors,13, Married-civ-spouse,, Wife, White, Female,0,1977,40, United-States, >50K -29, Private,82393, HS-grad,9, Married-civ-spouse, Other-service, Own-child, Asian-Pac-Islander, Male,0,0,25, Philippines, <=50K -65,,37170, 7th-8th,4, Married-civ-spouse,, Husband, White, Male,0,0,20, United-States, <=50K -41, Private,58484, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, <=50K -31, Local-gov,156464, Bachelors,13, Never-married, Prof-specialty, Other-relative, White, Male,0,0,40,, <=50K -50, Private,344621, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -52, Private,174752, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -18, Self-emp-inc,174202, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,60, United-States, <=50K -26, Private,261203, 7th-8th,4, Never-married, Other-service, Unmarried, Other, Female,0,0,30,, <=50K -57, Private,316000, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -63, State-gov,216871, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,1740,40, United-States, <=50K -29, Private,246933, HS-grad,9, Never-married, Adm-clerical, Other-relative, White, Male,0,0,40, Mexico, <=50K -32, Self-emp-not-inc,112115, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,40, United-States, >50K -34, Private,264651, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -43, Private,99185, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,58, United-States, <=50K -39, Private,176186, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -28, Private,100219, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,45, United-States, <=50K -32, Private,46691, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -28, State-gov,297735, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,90, United-States, <=50K -40, Private,132222, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,4386,0,50, United-States, >50K -25, Private,189656, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Male,0,0,60, United-States, >50K -54, Local-gov,224934, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -48, Self-emp-inc,149218, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,70, United-States, >50K -51, Private,158508, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,36, United-States, <=50K -67, State-gov,261203, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,35, United-States, <=50K -17, Private,309504, 10th,6, Never-married, Sales, Unmarried, White, Female,0,0,24, United-States, <=50K -24, State-gov,324637, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -25, Private,267426, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -68,,229016, HS-grad,9, Married-civ-spouse,, Wife, White, Female,0,0,25, United-States, <=50K -54, Private,46401, Some-college,10, Divorced, Other-service, Not-in-family, White, Female,0,0,47, United-States, <=50K -32, Private,114288, HS-grad,9, Divorced, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -61,,203849, Some-college,10, Divorced,, Not-in-family, White, Female,0,0,40, United-States, <=50K -41, Federal-gov,193882, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -53, Private,311269, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -45, Private,156117, Assoc-voc,11, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,32, United-States, <=50K -64,,169917, 7th-8th,4, Widowed,, Not-in-family, White, Female,0,0,4, United-States, <=50K -51, Private,222615, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -41, State-gov,106900, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,7298,0,60, United-States, >50K -40, Federal-gov,78036, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,65, United-States, >50K -27, Private,380560, HS-grad,9, Never-married, Farming-fishing, Other-relative, White, Male,0,0,40, Mexico, <=50K -41, Private,167106, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, Asian-Pac-Islander, Male,3103,0,35, Philippines, >50K -51, Private,289436, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -36, Private,749636, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -34, Self-emp-inc,154120, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Male,0,0,55, United-States, <=50K -43, Private,105119, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -61, Federal-gov,181081, HS-grad,9, Divorced, Adm-clerical, Own-child, Black, Female,0,0,20, United-States, <=50K -31, Private,182237, 10th,6, Separated, Transport-moving, Unmarried, White, Male,0,0,40, United-States, <=50K -34, Private,102130, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,65, United-States, >50K -43, Private,266324, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1902,99, United-States, >50K -52, Private,170562, 12th,8, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -18, Private,240543, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -37, Federal-gov,187046, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -60, Private,389254, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -47, Private,179955, Some-college,10, Widowed, Transport-moving, Unmarried, White, Female,0,0,25, Outlying-US(Guam-USVI-etc), <=50K -21, Private,197997, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,30, United-States, <=50K -34, Self-emp-inc,343789, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,55, United-States, >50K -28, Private,191088, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,1741,52, United-States, <=50K -40, Local-gov,141649, Assoc-voc,11, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -26, Private,433906, Assoc-acdm,12, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -48, Private,207982, Some-college,10, Never-married, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -46, Private,175925, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -58, Private,85767, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,48, United-States, <=50K -32, Self-emp-inc,281030, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -90,,313986, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, >50K -38, Private,396595, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, >50K -20,,189203, Assoc-acdm,12, Never-married,, Not-in-family, White, Male,0,0,20, United-States, <=50K -43, Self-emp-not-inc,163108, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,99, United-States, <=50K -17, Private,141590, 11th,7, Never-married, Priv-house-serv, Own-child, White, Female,0,0,12, United-States, <=50K -36, Private,137421, 12th,8, Never-married, Transport-moving, Not-in-family, Asian-Pac-Islander, Male,0,0,45,, <=50K -36, Private,67728, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,5013,0,40, Italy, <=50K -30, Private,345522, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,3103,0,70, United-States, >50K -45, Private,330087, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -51, Self-emp-not-inc,204322, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -29, Private,50295, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,48, United-States, <=50K -35, Self-emp-not-inc,147258, Assoc-voc,11, Never-married, Farming-fishing, Own-child, White, Male,0,0,65, United-States, <=50K -19, Private,194260, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -56, Private,437727, 9th,5, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -64,,34100, Some-college,10, Widowed,, Not-in-family, White, Male,0,0,4, United-States, <=50K -62,,186611, HS-grad,9, Never-married,, Not-in-family, White, Male,0,0,40, United-States, <=50K -24, Private,280960, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,24, United-States, <=50K -33, Private,33117, Assoc-acdm,12, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -43, Private,169628, Bachelors,13, Never-married, Sales, Unmarried, Black, Female,0,0,35, United-States, >50K -22, State-gov,124942, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,45, United-States, <=50K -44, Private,143368, Some-college,10, Never-married, Other-service, Not-in-family, Black, Male,0,0,55, United-States, <=50K -37, Private,255621, HS-grad,9, Separated, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -34, Self-emp-inc,154227, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,75, United-States, <=50K -43, Private,171438, Assoc-voc,11, Separated, Sales, Unmarried, White, Female,0,0,45, United-States, <=50K -39, Private,191524, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -30, Private,377017, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,32, United-States, <=50K -58, Private,192806, 7th-8th,4, Never-married, Handlers-cleaners, Not-in-family, White, Female,0,0,33, United-States, <=50K -31,,259120, Some-college,10, Married-civ-spouse,, Wife, White, Female,0,0,10, United-States, <=50K -45, Local-gov,234195, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,35, United-States, <=50K -30, Private,147596, Some-college,10, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -42, Private,147251, Some-college,10, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,36, United-States, <=50K -50, Private,176157, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -25, Local-gov,176162, Assoc-voc,11, Never-married, Protective-serv, Own-child, White, Male,0,0,30, United-States, <=50K -34, Private,384150, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -50, Private,107665, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -72,,82635, 11th,7, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -60, State-gov,165827, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, <=50K -41, Private,287306, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,60, United-States, >50K -71, Self-emp-not-inc,78786, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,10, United-States, <=50K -40, Self-emp-not-inc,33310, Prof-school,15, Divorced, Other-service, Not-in-family, White, Female,0,2339,35, United-States, <=50K -22, Private,349368, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Female,0,0,30, United-States, <=50K -52, Private,117674, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,38, United-States, <=50K -30, Private,310889, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,55, United-States, <=50K -36,,187167, HS-grad,9, Separated,, Not-in-family, White, Female,0,0,30, United-States, <=50K -40, Private,379919, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -31, Federal-gov,34862, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -44, Private,201723, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,45, United-States, >50K -38, Local-gov,161463, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,40, United-States, >50K -46, Private,186410, Prof-school,15, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, >50K -57, Federal-gov,62020, Prof-school,15, Divorced, Exec-managerial, Not-in-family, Black, Male,0,0,55, United-States, >50K -39, Private,42044, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,170230, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,55, United-States, >50K -43, Private,341358, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -22, Private,199426, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,17, United-States, <=50K -44, Private,89172, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -22,,148955, Some-college,10, Never-married,, Own-child, Asian-Pac-Islander, Female,0,0,15, South, <=50K -37, Private,140673, Some-college,10, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, United-States, >50K -20,,71788, Some-college,10, Never-married,, Own-child, White, Female,0,0,18, United-States, <=50K -26, State-gov,326033, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,80, United-States, <=50K -35, Private,129305, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,30, United-States, <=50K -28, Private,171067, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Female,0,0,40, United-States, <=50K -34, Private,143582, Some-college,10, Never-married, Adm-clerical, Not-in-family, Asian-Pac-Islander, Female,0,0,35, Japan, <=50K -17,,171461, 10th,6, Never-married,, Own-child, White, Female,0,0,20, United-States, <=50K -18, Private,257980, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -25, Private,182866, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -44, Self-emp-inc,69333, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -61, Private,668362, 1st-4th,2, Widowed, Handlers-cleaners, Not-in-family, White, Female,0,0,40, United-States, <=50K -39, Private,132879, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -61, Private,181219, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1848,40, United-States, >50K -19,,166018, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -22, Private,120518, HS-grad,9, Widowed, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -19, Private,183532, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,25, United-States, <=50K -45, Private,49298, Bachelors,13, Never-married, Tech-support, Own-child, White, Male,0,0,40, United-States, <=50K -20, Private,157332, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,25, United-States, <=50K -37, Private,213726, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -26, Private,31143, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -17,,256173, 10th,6, Never-married,, Own-child, White, Female,0,0,15, United-States, <=50K -26, Private,184872, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,55, United-States, >50K -58, Private,202652, HS-grad,9, Separated, Other-service, Unmarried, White, Female,0,0,40, Dominican-Republic, <=50K -61,,101602, Doctorate,16, Married-civ-spouse,, Husband, White, Male,0,0,25, United-States, >50K -64, Private,60940, HS-grad,9, Widowed, Sales, Not-in-family, White, Female,8614,0,50, France, >50K -19, Private,292590, HS-grad,9, Married-civ-spouse, Sales, Other-relative, White, Female,0,0,25, United-States, <=50K -36, Private,141420, Bachelors,13, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,30, United-States, <=50K -47, Private,159389, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -62, Private,254534, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -36, State-gov,89508, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -38, Self-emp-not-inc,238980, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,60, United-States, <=50K -54, Private,178946, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, United-States, >50K -31, Private,204752, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -26, Private,290213, Some-college,10, Separated, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -50, Private,102615, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,40, United-States, >50K -41, Private,291965, Some-college,10, Never-married, Tech-support, Unmarried, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -52, Local-gov,175339, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -28, Private,90547, HS-grad,9, Married-civ-spouse, Other-service, Wife, Black, Female,0,0,23, United-States, <=50K -23,,449101, HS-grad,9, Married-civ-spouse,, Own-child, White, Female,0,0,30, United-States, <=50K -46, Self-emp-not-inc,101722, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,3137,0,40, United-States, <=50K -32,,981628, HS-grad,9, Divorced,, Unmarried, Black, Male,0,0,40, United-States, <=50K -59,,147989, HS-grad,9, Widowed,, Not-in-family, White, Female,0,0,35, United-States, <=50K -30, Self-emp-inc,204470, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,36, United-States, >50K -58, Local-gov,311409, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Black, Male,7688,0,30, United-States, >50K -31, Private,190027, HS-grad,9, Never-married, Other-service, Other-relative, Black, Female,0,0,40,, <=50K -36, Private,218015, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,48, United-States, <=50K -31, State-gov,77634, Preschool,1, Never-married, Other-service, Not-in-family, White, Male,0,0,24, United-States, <=50K -52, Self-emp-not-inc,42984, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,70, United-States, >50K -29, Private,413297, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,3411,0,70, Mexico, <=50K -48, Self-emp-not-inc,218835, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, England, <=50K -30, Private,341051, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,60, United-States, >50K -58, Private,252419, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -20, Federal-gov,347935, Some-college,10, Never-married, Protective-serv, Own-child, Black, Male,0,0,40, United-States, <=50K -19, Private,237848, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,3, United-States, <=50K -63, Private,174826, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -51, Self-emp-not-inc,170086, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,45, United-States, >50K -53, Private,470368, Assoc-acdm,12, Divorced, Adm-clerical, Unmarried, White, Female,0,0,48, United-States, <=50K -54, Federal-gov,75235, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,5178,0,40, United-States, >50K -35,,35854, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -26, Private,746432, HS-grad,9, Never-married, Handlers-cleaners, Own-child, Black, Male,0,0,48, United-States, <=50K -47, Self-emp-not-inc,258498, Some-college,10, Married-civ-spouse, Other-service, Wife, White, Female,0,0,52, United-States, <=50K -44, Private,176063, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -80, Self-emp-not-inc,26865, 7th-8th,4, Never-married, Farming-fishing, Unmarried, White, Male,0,0,20, United-States, <=50K -55, Private,104724, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -43, Private,346321, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -49, Private,402462, Bachelors,13, Married-spouse-absent, Transport-moving, Unmarried, White, Male,0,0,30, Columbia, <=50K -27, Private,153078, Prof-school,15, Never-married, Prof-specialty, Own-child, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -42, Private,176063, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,55, United-States, >50K -39, Private,451059, 9th,5, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -36,,229533, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,106437, HS-grad,9, Separated, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -58, Local-gov,294313, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, Black, Female,0,0,55, United-States, <=50K -63, Private,67903, 9th,5, Separated, Farming-fishing, Not-in-family, Black, Male,0,0,40, United-States, <=50K -49, Private,133669, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -36, Self-emp-inc,251730, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,60, United-States, >50K -46, Private,72896, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -47, Private,155664, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,99999,0,55, United-States, >50K -39, Private,206520, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,45, United-States, <=50K -33, Private,72338, Prof-school,15, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,65, Japan, >50K -43, Local-gov,34640, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, Other, Male,0,1887,40, United-States, >50K -30, Private,236543, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,68, United-States, <=50K -39, Local-gov,43702, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,37, United-States, <=50K -44, Private,335248, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -27, Private,198197, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Male,0,0,45, United-States, <=50K -80,,281768, Assoc-acdm,12, Married-civ-spouse,, Husband, White, Male,0,0,4, United-States, <=50K -31, Private,160594, Assoc-acdm,12, Never-married, Prof-specialty, Own-child, White, Male,0,0,3, United-States, <=50K -34, Local-gov,231826, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, El-Salvador, <=50K -28, Private,188171, Assoc-acdm,12, Never-married, Transport-moving, Own-child, White, Male,0,0,60, United-States, <=50K -55, Private,125000, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -36, Private,166509, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Female,0,0,40, United-States, <=50K -42, Private,402367, Some-college,10, Married-civ-spouse, Transport-moving, Husband, Black, Male,7688,0,45, United-States, >50K -67, Local-gov,204123, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,10, United-States, <=50K -53, Self-emp-inc,220786, Some-college,10, Widowed, Sales, Not-in-family, White, Female,0,0,60, United-States, <=50K -43, Private,254146, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1902,40, United-States, >50K -29, Local-gov,152461, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Female,0,0,42, United-States, <=50K -19, Private,223669, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,30, United-States, <=50K -51, Private,120270, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -21, Self-emp-not-inc,304602, Assoc-voc,11, Never-married, Farming-fishing, Own-child, White, Male,0,0,98, United-States, <=50K -54, Private,24108, Some-college,10, Separated, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -42, Self-emp-not-inc,32546, Prof-school,15, Divorced, Prof-specialty, Unmarried, White, Male,7430,0,40, United-States, >50K -41, Private,93885, Some-college,10, Divorced, Sales, Unmarried, White, Female,0,0,48, United-States, <=50K -28, Private,210765, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -31, Private,191276, Assoc-voc,11, Divorced, Handlers-cleaners, Unmarried, White, Female,0,0,40, United-States, <=50K -82, Self-emp-not-inc,71438, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,20, United-States, <=50K -23, Private,330571, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,16, United-States, <=50K -40, Local-gov,138634, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,112264, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -24, Private,205865, HS-grad,9, Never-married, Sales, Unmarried, White, Male,0,0,45, United-States, <=50K -21, Private,224640, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -27, Private,180758, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,30, United-States, <=50K -29,,499935, Assoc-voc,11, Never-married,, Unmarried, White, Female,0,0,40, United-States, <=50K -40, Self-emp-not-inc,107762, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -17, Private,214787, 12th,8, Never-married, Adm-clerical, Own-child, White, Female,0,0,25, United-States, <=50K -27, Private,211032, 1st-4th,2, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, Mexico, <=50K -34, Private,208353, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -18, Private,157273, 10th,6, Never-married, Other-service, Other-relative, Black, Male,0,0,15, United-States, <=50K -39, Private,75891, Bachelors,13, Divorced, Tech-support, Unmarried, White, Female,0,0,40, United-States, <=50K -34, Self-emp-inc,177675, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,65, United-States, >50K -44, Private,182370, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -18,,200525, 11th,7, Never-married,, Own-child, White, Female,0,0,25, United-States, <=50K -39, Private,174242, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,60, United-States, >50K -28, Private,95566, 1st-4th,2, Married-spouse-absent, Other-service, Own-child, Other, Female,0,0,35, Dominican-Republic, <=50K -30, Private,30290, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -60, Private,240951, HS-grad,9, Divorced, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -58, Private,183810, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,24, United-States, <=50K -49, Private,94342, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -61, Self-emp-inc,148577, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, >50K -27, Private,103634, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,38, United-States, <=50K -59, Self-emp-not-inc,83542, Assoc-acdm,12, Divorced, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -52, Federal-gov,76131, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, Asian-Pac-Islander, Female,0,0,40, United-States, >50K -42, Federal-gov,262402, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -27, Private,198286, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,34, United-States, <=50K -41, Self-emp-inc,145441, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -35,,273558, Some-college,10, Never-married,, Not-in-family, Black, Male,0,0,30, United-States, <=50K -50, Local-gov,117496, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,24, United-States, <=50K -36, Private,128876, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,199698, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Male,0,0,45, United-States, <=50K -38, Private,65390, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -46, Private,128645, Some-college,10, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -59, Private,53481, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -55, Private,92215, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,45, United-States, <=50K -49, Local-gov,78859, Masters,14, Widowed, Prof-specialty, Unmarried, White, Female,0,323,20, United-States, <=50K -59, Self-emp-inc,187502, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -38, Private,242080, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, >50K -22, Private,41837, Some-college,10, Never-married, Transport-moving, Own-child, White, Male,0,0,25, United-States, <=50K -28, Private,291374, 12th,8, Never-married, Sales, Unmarried, Black, Female,0,0,40, United-States, <=50K -47, Private,148995, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,2415,60, United-States, >50K -59, Private,159008, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,56, United-States, <=50K -37, Private,271013, HS-grad,9, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -33, Private,199046, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -34, Private,164280, 10th,6, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, Portugal, <=50K -35, Local-gov,116960, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1887,40, United-States, >50K -55, Private,100054, 10th,6, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -18, Private,183824, 12th,8, Never-married, Other-service, Own-child, White, Male,0,0,30, United-States, <=50K -48, Private,313925, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,30, United-States, >50K -48, Private,379883, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, Cuba, >50K -70,,92593, Some-college,10, Widowed,, Not-in-family, White, Female,0,0,25, United-States, <=50K -27, Private,189777, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -43, Private,198330, Masters,14, Widowed, Prof-specialty, Unmarried, Black, Female,0,0,37, United-States, <=50K -32, Private,127451, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,38, United-States, >50K -62,,31577, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,18, United-States, <=50K -18,,90230, HS-grad,9, Never-married,, Own-child, White, Male,0,0,20, United-States, <=50K -50, Private,301024, Bachelors,13, Separated, Sales, Not-in-family, White, Male,0,0,40, United-States, >50K -38, Self-emp-not-inc,175732, HS-grad,9, Never-married, Craft-repair, Not-in-family, Amer-Indian-Eskimo, Male,0,0,15, United-States, <=50K -18, Private,218889, 9th,5, Never-married, Other-service, Own-child, Black, Male,0,0,35, United-States, <=50K -46, Private,117605, 9th,5, Divorced, Sales, Not-in-family, White, Male,0,0,35, United-States, <=50K -26, Private,154571, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, Asian-Pac-Islander, Male,0,0,45, United-States, >50K -44, Private,228057, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,40, Dominican-Republic, <=50K -32, Private,173998, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,60, United-States, <=50K -25, Private,90752, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -55, Private,51008, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -55, Federal-gov,113398, Some-college,10, Never-married, Adm-clerical, Unmarried, White, Male,0,0,40, United-States, <=50K -25, Private,74977, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -40, Private,101593, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -29, Private,228346, Assoc-voc,11, Never-married, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -60, Private,180418, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -45, Private,44489, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, <=50K -43, Self-emp-not-inc,277488, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,30, United-States, <=50K -24, Private,103064, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,55, United-States, <=50K -34, Private,226872, Bachelors,13, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -47, Self-emp-not-inc,330416, Some-college,10, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,60, United-States, <=50K -24, Private,186495, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,32, United-States, <=50K -47, State-gov,205712, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,38, United-States, <=50K -18, Private,217743, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -50, Self-emp-inc,52565, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,1485,40, United-States, <=50K -22, Private,239954, Some-college,10, Never-married, Adm-clerical, Other-relative, White, Male,0,0,40, United-States, <=50K -49, Self-emp-not-inc,349986, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -41, Private,117585, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1485,40, United-States, >50K -68, Self-emp-not-inc,122094, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,15, United-States, <=50K -62, Self-emp-not-inc,26857, 7th-8th,4, Widowed, Farming-fishing, Other-relative, White, Female,0,0,35, United-States, <=50K -25, Local-gov,192321, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -24, Private,88095, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,24, Mexico, <=50K -44, Private,144067, Bachelors,13, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,12,, <=50K -32, Private,124187, 9th,5, Married-civ-spouse, Farming-fishing, Husband, Black, Male,0,0,40, United-States, <=50K -49, Private,123681, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,43, United-States, >50K -68, Private,145638, Some-college,10, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -25, Private,130513, Assoc-acdm,12, Never-married, Sales, Own-child, White, Female,0,0,40, Peru, <=50K -47, Federal-gov,197038, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -35, Private,189092, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -37, Self-emp-not-inc,198841, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -57, Private,317969, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -37, Private,103121, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,1848,40, United-States, >50K -34, Private,111589, 10th,6, Never-married, Other-service, Unmarried, Black, Female,0,0,40, Jamaica, <=50K -46, Local-gov,267952, Assoc-voc,11, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,36, United-States, <=50K -21, Private,63899, 11th,7, Never-married, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -26, Private,473625, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,30, United-States, <=50K -45, Private,187901, HS-grad,9, Divorced, Farming-fishing, Not-in-family, White, Male,0,2258,44, United-States, >50K -17, Private,24090, HS-grad,9, Never-married, Exec-managerial, Own-child, White, Female,0,0,35, United-States, <=50K -36, Self-emp-inc,102729, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,70, United-States, <=50K -33, Private,91666, 12th,8, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -27, Private,215873, HS-grad,9, Never-married, Machine-op-inspct, Own-child, Black, Male,0,0,40, United-States, <=50K -32, Private,152109, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, United-States, <=50K -24, Private,175586, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -37, Private,232614, HS-grad,9, Divorced, Other-service, Unmarried, Black, Female,0,0,30, United-States, <=50K -53, State-gov,229465, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -44, Private,147110, Some-college,10, Divorced, Adm-clerical, Own-child, White, Male,14344,0,40, United-States, >50K -43, Local-gov,161240, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,45, United-States, >50K -29, Private,358124, HS-grad,9, Never-married, Other-service, Other-relative, Black, Female,0,0,52, United-States, <=50K -47, Private,222529, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,65, United-States, <=50K -37, Self-emp-not-inc,338320, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,60, United-States, <=50K -43, Self-emp-inc,62026, Prof-school,15, Married-civ-spouse, Exec-managerial, Husband, White, Male,99999,0,40, United-States, >50K -23, Private,263886, Some-college,10, Never-married, Sales, Not-in-family, Black, Female,0,0,20, United-States, <=50K -50, Private,310774, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,35, United-States, <=50K -25, Private,98155, Some-college,10, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -40, Private,259307, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -39, Private,358753, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,7688,0,40, United-States, >50K -41, Private,29762, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,52, United-States, >50K -32, Private,202729, HS-grad,9, Married-civ-spouse, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -19, Private,28790, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -26, Private,53209, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -30, Local-gov,169020, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,127195, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,211731, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, Mexico, <=50K -42, Self-emp-not-inc,126614, Bachelors,13, Divorced, Exec-managerial, Not-in-family, Other, Male,0,0,30, Iran, <=50K -45, Private,259463, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -22, Private,228411, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,35, United-States, <=50K -25, Private,117827, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -22, Federal-gov,57216, Some-college,10, Never-married, Adm-clerical, Own-child, Black, Male,0,0,20, United-States, <=50K -46, State-gov,250821, Prof-school,15, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,40, United-States, >50K -48, Self-emp-inc,88564, Some-college,10, Divorced, Farming-fishing, Not-in-family, White, Male,0,0,45, United-States, <=50K -45, Private,172822, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,52, United-States, >50K -19, Private,251579, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,14, United-States, <=50K -31, Private,118399, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -30, Self-emp-inc,178383, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,70, United-States, <=50K -40, Self-emp-not-inc,170866, Assoc-acdm,12, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, >50K -60,,268954, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,12, United-States, >50K -52,,89951, 12th,8, Married-civ-spouse,, Wife, Black, Female,0,0,40, United-States, >50K -22, Private,203894, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,15, United-States, <=50K -25, Private,237065, Some-college,10, Divorced, Other-service, Own-child, Black, Male,0,0,38, United-States, <=50K -51, Local-gov,108435, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,80, United-States, >50K -32, Private,93213, Assoc-acdm,12, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,62, United-States, <=50K -51, Self-emp-inc,231230, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,25, United-States, <=50K -42, Private,386175, Some-college,10, Divorced, Sales, Not-in-family, White, Male,0,0,50, United-States, >50K -39, Private,128392, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,1887,40, United-States, >50K -24, Private,223515, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -52, Private,208630, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,1741,38, United-States, <=50K -58,,97969, 1st-4th,2, Married-spouse-absent,, Unmarried, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -43, Private,174295, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, <=50K -31, Private,60229, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,66095, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -31, Federal-gov,130057, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,60, United-States, >50K -61, Private,179743, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,2051,20, United-States, <=50K -26, Private,192022, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -46, Private,45288, Bachelors,13, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -62,,178764, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, >50K -50, Private,99476, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,35, United-States, <=50K -18, Private,41973, 11th,7, Never-married, Adm-clerical, Own-child, White, Female,0,0,5, United-States, <=50K -23, Private,162228, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,48, United-States, <=50K -21, Private,211968, Some-college,10, Never-married, Sales, Own-child, White, Female,0,1762,28, United-States, <=50K -46, Private,211226, Assoc-acdm,12, Married-civ-spouse, Transport-moving, Husband, Other, Male,0,0,36, United-States, <=50K -38, Private,33397, HS-grad,9, Divorced, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -53, Private,120839, 12th,8, Divorced, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -53, Private,36327, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -50, Private,139703, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -26, Private,107827, HS-grad,9, Never-married, Other-service, Unmarried, White, Male,0,0,25, United-States, <=50K -46, Local-gov,140219, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,8614,0,55, United-States, >50K -44, Local-gov,203761, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -36, Local-gov,114719, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -20, Private,344394, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -35, Private,195516, 7th-8th,4, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, Mexico, <=50K -40, State-gov,31627, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,20, United-States, <=50K -70, Private,174032, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -57, Private,226875, 7th-8th,4, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -40, Private,566537, Preschool,1, Married-civ-spouse, Other-service, Husband, White, Male,0,1672,40, Mexico, <=50K -18, Private,36162, 11th,7, Never-married, Craft-repair, Own-child, White, Male,0,0,5, United-States, <=50K -45, Self-emp-not-inc,31478, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,2829,0,60, United-States, <=50K -52, Private,294991, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -24,,108495, HS-grad,9, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -42, Self-emp-inc,161532, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,60, United-States, <=50K -28, Local-gov,332249, HS-grad,9, Separated, Transport-moving, Own-child, White, Male,0,0,45, United-States, <=50K -32, Private,268147, Assoc-voc,11, Never-married, Tech-support, Unmarried, White, Female,0,0,60, United-States, <=50K -56, Federal-gov,317847, Bachelors,13, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -44, Private,52028, 1st-4th,2, Married-civ-spouse, Other-service, Wife, Asian-Pac-Islander, Female,0,0,40, Vietnam, <=50K -20, Private,184045, Some-college,10, Never-married, Sales, Unmarried, Black, Female,0,0,30, United-States, <=50K -32, Private,206609, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -59, Private,152968, Some-college,10, Separated, Adm-clerical, Other-relative, White, Male,3325,0,40, United-States, <=50K -21, Private,213015, HS-grad,9, Never-married, Handlers-cleaners, Other-relative, Black, Male,2176,0,40, United-States, <=50K -32, Private,313835, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -49, Private,66385, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,5013,0,40, United-States, <=50K -22, Private,205940, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,1055,0,30, United-States, <=50K -51, Self-emp-inc,260938, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -33, Private,60567, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,3411,0,40, United-States, <=50K -23, Private,335067, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -34, Private,331126, HS-grad,9, Never-married, Other-service, Unmarried, Black, Male,0,0,30, United-States, <=50K -53, Private,156612, 12th,8, Divorced, Transport-moving, Not-in-family, White, Female,0,0,40, United-States, <=50K -44, Private,188436, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,45, United-States, <=50K -60, Private,227468, Some-college,10, Widowed, Protective-serv, Not-in-family, Black, Female,0,0,40, United-States, <=50K -55, Private,183580, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,38, United-States, <=50K -57, Self-emp-not-inc,50990, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,30, United-States, <=50K -59, Private,384246, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -26,,375313, Some-college,10, Never-married,, Own-child, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -30, Private,176410, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Own-child, White, Female,7298,0,16, United-States, >50K -49, Private,93639, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,43, United-States, <=50K -45, Private,30289, 12th,8, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -29, Self-emp-inc,124950, Bachelors,13, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -37, Self-emp-not-inc,126675, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, >50K -21, Private,145964, 12th,8, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K -36, State-gov,345712, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -18,,97474, HS-grad,9, Never-married,, Own-child, White, Female,0,0,20, United-States, <=50K -37, Private,180342, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,45, United-States, <=50K -19, Private,167087, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -65,,192825, 7th-8th,4, Married-civ-spouse,, Husband, White, Male,0,0,25, United-States, <=50K -30, Private,318749, Assoc-voc,11, Married-civ-spouse, Tech-support, Wife, White, Female,0,0,35, Germany, <=50K -27,,147638, Masters,14, Never-married,, Not-in-family, Other, Female,0,0,40, Japan, <=50K -59, Federal-gov,293971, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -32, Private,229566, Assoc-voc,11, Married-civ-spouse, Other-service, Husband, White, Male,0,0,60, United-States, >50K -25, Private,242464, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -40, Private,111067, Bachelors,13, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,80, United-States, >50K -21,,155697, 9th,5, Never-married,, Own-child, White, Male,0,0,42, United-States, <=50K -49, Local-gov,106554, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, >50K -49, Private,23776, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -51,,43909, HS-grad,9, Divorced,, Unmarried, Black, Female,0,0,40, United-States, <=50K -48, Private,105808, 9th,5, Widowed, Transport-moving, Unmarried, White, Male,0,0,40, United-States, >50K -42, Private,169995, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, <=50K -53, Private,141388, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -29, Self-emp-not-inc,241431, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,45, United-States, <=50K -21,,78374, HS-grad,9, Never-married,, Other-relative, Asian-Pac-Islander, Female,0,0,24, United-States, <=50K -54, Self-emp-not-inc,158948, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,15, United-States, <=50K -66, Private,115498, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,99999,0,55,, >50K -34, Private,272411, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -39, Private,30529, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1887,40, United-States, >50K -62,,263374, Assoc-voc,11, Married-civ-spouse,, Husband, White, Male,0,0,40, Canada, <=50K -30, Private,190228, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,126060, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -25, Private,391192, Assoc-voc,11, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -26, Private,214069, HS-grad,9, Separated, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K -45, Private,170871, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,7298,0,60, United-States, >50K -55, Private,118993, Some-college,10, Separated, Exec-managerial, Unmarried, White, Female,0,0,10, United-States, <=50K -26, Private,245880, HS-grad,9, Never-married, Other-service, Other-relative, White, Male,0,0,40, United-States, <=50K -45, Private,174794, Bachelors,13, Separated, Prof-specialty, Unmarried, White, Female,0,0,56, Germany, <=50K -61, Local-gov,153408, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, >50K -34,,330301, 7th-8th,4, Separated,, Unmarried, Black, Female,0,0,40, United-States, <=50K -26, Private,385278, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,60, United-States, <=50K -44, Federal-gov,38434, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -45, Self-emp-not-inc,111679, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,30, United-States, <=50K -55, Private,168956, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -20, Private,86143, Some-college,10, Never-married, Other-service, Other-relative, Asian-Pac-Islander, Male,0,0,30, United-States, <=50K -48, Private,99835, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -33, Private,263561, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,60, United-States, <=50K -44, Private,118536, 9th,5, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, <=50K -32, Self-emp-inc,209691, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, Canada, <=50K -54, Private,123374, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,137225, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -29, Private,119359, HS-grad,9, Married-civ-spouse, Prof-specialty, Wife, Asian-Pac-Islander, Female,0,0,10, China, >50K -56, Private,134153, 10th,6, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,40, United-States, <=50K -47, Private,121124, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -22, Private,147655, Some-college,10, Never-married, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -46, Private,165138, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, >50K -24, Federal-gov,312017, Some-college,10, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -37, Private,272950, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -49, Private,259323, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -44, Federal-gov,281739, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,13550,0,50, United-States, >50K -21, Private,119156, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -55, Private,165881, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -23, State-gov,136075, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,32, United-States, <=50K -50, Private,187465, 11th,7, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -44, Private,328561, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Other-relative, White, Female,0,0,20, United-States, <=50K -48, Private,350440, Some-college,10, Married-civ-spouse, Craft-repair, Other-relative, Asian-Pac-Islander, Male,0,0,40, Cambodia, >50K -38, Self-emp-not-inc,109133, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,70, United-States, >50K -48, Private,109814, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,45, United-States, >50K -39, Private,86643, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -52, Federal-gov,154521, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,44, United-States, >50K -63, Private,45912, HS-grad,9, Widowed, Other-service, Other-relative, White, Female,0,0,40, United-States, <=50K -48, Private,175070, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,0,2258,40, United-States, >50K -37, Private,338033, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -26, State-gov,158963, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -50, Self-emp-inc,121441, 11th,7, Never-married, Exec-managerial, Other-relative, White, Male,0,2444,40, United-States, >50K -47, Self-emp-not-inc,242391, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,40, United-States, >50K -19, Private,119964, HS-grad,9, Never-married, Craft-repair, Other-relative, White, Female,0,0,15, United-States, <=50K -34, Private,193344, Some-college,10, Never-married, Adm-clerical, Unmarried, White, Female,0,0,40, Germany, <=50K -29, Local-gov,45554, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -33, Private,249716, HS-grad,9, Never-married, Tech-support, Not-in-family, White, Male,0,0,45, United-States, <=50K -53, Private,58985, Some-college,10, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,24, United-States, <=50K -24, Private,456367, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,117381, Some-college,10, Divorced, Transport-moving, Not-in-family, White, Male,0,0,65, United-States, <=50K -50, Self-emp-not-inc,240922, Assoc-acdm,12, Never-married, Sales, Not-in-family, White, Female,0,1408,5, United-States, <=50K -31, Private,226443, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,364342, Assoc-voc,11, Never-married, Sales, Not-in-family, Black, Female,0,0,25, United-States, <=50K -42, Local-gov,101593, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,42, United-States, <=50K -23, Private,267471, 12th,8, Never-married, Sales, Own-child, White, Female,0,0,25, United-States, <=50K -22, Private,186849, 11th,7, Divorced, Sales, Own-child, White, Male,0,0,50, United-States, <=50K -65, Private,174603, 5th-6th,3, Widowed, Machine-op-inspct, Not-in-family, White, Female,0,0,10, Italy, <=50K -34, Private,115040, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,44, United-States, <=50K -23, Private,142766, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,1055,0,20, United-States, <=50K -38, Private,59660, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,7298,0,40, United-States, >50K -45, Self-emp-not-inc,49595, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,80, United-States, <=50K -19, Private,127491, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -46, Private,155933, Bachelors,13, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,1602,8, United-States, <=50K -23, Private,122272, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -37, Private,143771, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -59, Private,91384, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -36, State-gov,135874, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,207066, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,10520,0,45, United-States, >50K -51, Private,172493, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,12, United-States, <=50K -42, Local-gov,189956, Bachelors,13, Divorced, Prof-specialty, Unmarried, Black, Female,0,0,30, United-States, <=50K -35, Private,106967, Masters,14, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -20, Private,200153, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,38, United-States, <=50K -25, Private,149943, HS-grad,9, Never-married, Other-service, Other-relative, Asian-Pac-Islander, Male,4101,0,60,, <=50K -41, Private,151736, 10th,6, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -40, Private,67852, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,35, United-States, <=50K -36, Private,54229, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,37, United-States, <=50K -34, Self-emp-inc,154120, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -44, Self-emp-not-inc,157217, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,42, United-States, <=50K -31, Federal-gov,381645, Bachelors,13, Separated, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -41, Local-gov,160785, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -43, Private,133584, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -43, Private,170230, Masters,14, Never-married, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -58, Private,250206, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,5178,0,40, United-States, >50K -19, Private,128363, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,30, United-States, <=50K -43, Local-gov,163434, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,55, United-States, >50K -50, Private,195690, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,45, United-States, <=50K -44, Self-emp-inc,138991, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -46, Private,118419, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, White, Male,0,0,38, United-States, <=50K -52, Self-emp-not-inc,185407, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -52, Self-emp-not-inc,283079, HS-grad,9, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -18, Private,119655, 12th,8, Never-married, Adm-clerical, Own-child, White, Female,0,0,12, United-States, <=50K -29, Private,153416, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,55, United-States, <=50K -19,,204868, HS-grad,9, Married-civ-spouse,, Wife, White, Female,0,0,36, United-States, <=50K -34, Private,220362, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -23, Local-gov,203078, Some-college,10, Married-civ-spouse, Protective-serv, Husband, Black, Male,0,0,40, United-States, <=50K -64, State-gov,104361, Some-college,10, Separated, Adm-clerical, Not-in-family, White, Female,0,0,65, United-States, <=50K -68, Private,274096, 10th,6, Divorced, Transport-moving, Not-in-family, White, Male,0,0,20, United-States, <=50K -42, State-gov,455553, HS-grad,9, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -41, Private,112283, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, >50K -41, Self-emp-inc,64506, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -22, State-gov,24395, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,20, United-States, <=50K -67, Self-emp-inc,182581, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,20051,0,20, United-States, >50K -27, Private,100669, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,0,40, Philippines, >50K -25, Private,178025, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -49,,113913, HS-grad,9, Married-civ-spouse,, Wife, White, Female,0,0,60, United-States, <=50K -28, Private,55191, Assoc-acdm,12, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,45, United-States, <=50K -51, Federal-gov,223206, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,15024,0,40, Vietnam, >50K -23, Local-gov,162551, Bachelors,13, Never-married, Prof-specialty, Own-child, Asian-Pac-Islander, Female,0,0,35, China, <=50K -19, Private,693066, 12th,8, Never-married, Other-service, Own-child, White, Female,0,0,15, United-States, <=50K -72,,96867, 5th-6th,3, Widowed,, Not-in-family, White, Female,0,0,40, United-States, <=50K -33, Private,256362, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,35, United-States, <=50K -53, Private,539864, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,20, United-States, <=50K -35, Private,241153, Assoc-voc,11, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -31, Private,284395, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -18, Private,180039, 12th,8, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -45, Private,178416, Assoc-voc,11, Divorced, Handlers-cleaners, Not-in-family, White, Female,0,0,40, United-States, <=50K -28, Private,175710, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,30,, <=50K -22, Local-gov,164775, 5th-6th,3, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,40, Guatemala, >50K -55, Private,176897, Some-college,10, Divorced, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -45, Private,265097, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,1902,40, United-States, >50K -22, Private,193090, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,37, United-States, <=50K -37, Private,186009, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,1672,60, United-States, <=50K -28, Private,175262, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -19, Private,109928, 11th,7, Never-married, Sales, Own-child, Black, Female,0,0,35, United-States, <=50K -37, Self-emp-not-inc,162834, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,1902,45, United-States, >50K -50, Private,177896, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -31, Private,181372, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,35, United-States, <=50K -40, Private,70645, Preschool,1, Never-married, Other-service, Not-in-family, White, Female,0,0,20, United-States, <=50K -51, Private,128272, 9th,5, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, <=50K -56, Private,106723, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -21, Private,122348, Some-college,10, Never-married, Tech-support, Own-child, White, Female,0,0,35, United-States, <=50K -40, Private,177905, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,44, United-States, >50K -22, Private,254547, Some-college,10, Never-married, Exec-managerial, Unmarried, Black, Female,0,0,40, Jamaica, <=50K -47, Self-emp-inc,102308, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,2415,45, United-States, >50K -44, Private,33105, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -30, Private,215441, Some-college,10, Never-married, Adm-clerical, Not-in-family, Other, Male,0,0,40,, <=50K -44, Local-gov,197919, Some-college,10, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -41, Private,206139, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -47, Private,117849, Assoc-acdm,12, Divorced, Sales, Own-child, White, Male,0,0,44, United-States, <=50K -26, Private,323044, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, Germany, >50K -34, Private,90415, Assoc-voc,11, Never-married, Tech-support, Not-in-family, Black, Male,0,0,40, United-States, <=50K -47, Private,294913, Prof-school,15, Married-civ-spouse, Exec-managerial, Husband, White, Male,99999,0,40, United-States, >50K -36, Private,127573, HS-grad,9, Separated, Adm-clerical, Not-in-family, White, Female,0,0,38, United-States, <=50K -21, Private,180190, Assoc-voc,11, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,46, United-States, <=50K -45, State-gov,231013, Bachelors,13, Divorced, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, <=50K -33, Private,356015, HS-grad,9, Separated, Craft-repair, Not-in-family, Amer-Indian-Eskimo, Male,0,0,35, Hong, <=50K -33, Private,198069, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,65, United-States, <=50K -58, Self-emp-not-inc,99141, HS-grad,9, Divorced, Farming-fishing, Unmarried, White, Female,0,0,10, United-States, <=50K -31, Private,188246, Assoc-acdm,12, Divorced, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, >50K -32, Self-emp-not-inc,116508, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, >50K -44, Federal-gov,38434, Bachelors,13, Widowed, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, >50K -24, Private,128477, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -35, Private,91839, Bachelors,13, Married-civ-spouse, Other-service, Husband, Amer-Indian-Eskimo, Male,7688,0,20, United-States, >50K -43, Private,409922, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,50, United-States, >50K -49, Private,185041, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -37, Self-emp-not-inc,103925, Bachelors,13, Married-civ-spouse, Sales, Wife, White, Female,0,0,50, United-States, <=50K -42, Self-emp-not-inc,34037, Bachelors,13, Never-married, Farming-fishing, Own-child, White, Male,0,0,35, United-States, <=50K -31, Private,251659, Some-college,10, Married-civ-spouse, Other-service, Husband, Asian-Pac-Islander, Male,0,1485,55,, >50K -19, Private,57145, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,25, United-States, <=50K -41, Private,182108, Doctorate,16, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, >50K -51, Self-emp-inc,213296, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,30, United-States, <=50K -51, Self-emp-inc,28765, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -63, Private,37792, 10th,6, Widowed, Other-service, Not-in-family, White, Female,0,0,31, United-States, <=50K -39, Federal-gov,232036, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -30, Private,33678, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -62, Without-pay,159908, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,16, United-States, <=50K -27, Private,176761, HS-grad,9, Never-married, Craft-repair, Other-relative, Other, Male,0,0,40, Nicaragua, <=50K -32, Private,260954, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,2042,30, United-States, <=50K -37, Local-gov,180342, Bachelors,13, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, >50K -47, Local-gov,324791, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1887,50, United-States, >50K -31, Private,183801, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,43, United-States, >50K -42, Private,204235, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,249720, Assoc-voc,11, Married-spouse-absent, Sales, Unmarried, Black, Female,0,0,32, United-States, <=50K -60, Private,127084, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,2042,34, United-States, <=50K -42, Local-gov,201495, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,72, United-States, >50K -38, Private,447346, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,36, United-States, >50K -24, Private,206008, Assoc-acdm,12, Never-married, Prof-specialty, Own-child, Black, Male,0,0,20, United-States, <=50K -34, Private,286020, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, <=50K -20,,99891, Some-college,10, Never-married,, Own-child, White, Female,0,0,30, United-States, <=50K -29, Local-gov,169544, Some-college,10, Never-married, Protective-serv, Own-child, White, Male,0,0,48, United-States, <=50K -90, Private,313749, HS-grad,9, Widowed, Adm-clerical, Unmarried, White, Female,0,0,25, United-States, <=50K -55, Private,89182, 12th,8, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,40, Italy, <=50K -36, Private,258102, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -49, Private,255466, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,60, United-States, <=50K -50, Private,38795, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -17, Private,311907, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,25, United-States, <=50K -54, Private,171924, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,70, United-States, <=50K -26, Private,164488, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,10, United-States, <=50K -44, Private,297991, Assoc-acdm,12, Never-married, Exec-managerial, Not-in-family, Asian-Pac-Islander, Female,0,0,50, United-States, <=50K -28, Private,478315, Bachelors,13, Never-married, Prof-specialty, Own-child, Black, Female,0,0,40, United-States, <=50K -54, Local-gov,34832, Doctorate,16, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -21, Private,67804, 9th,5, Never-married, Machine-op-inspct, Own-child, Black, Male,0,0,20, United-States, <=50K -24, Private,34568, Assoc-voc,11, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -31, Private,47151, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,56, United-States, <=50K -59,,120617, Some-college,10, Never-married,, Not-in-family, Black, Female,0,0,40, United-States, <=50K -41, Private,318046, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,48, United-States, >50K -29, Private,363963, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -50, Private,92811, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,33678, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, >50K -42, Private,66118, Some-college,10, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -47, Private,160474, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,30, United-States, >50K -44, Private,159960, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -49, Private,242987, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, Columbia, <=50K -61, Private,232719, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -65, Local-gov,103153, 7th-8th,4, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1411,40, United-States, <=50K -45, Local-gov,162187, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -59, Private,207391, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Never-worked,176673, HS-grad,9, Married-civ-spouse,, Wife, Black, Female,0,0,40, United-States, <=50K -34, Private,356882, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -24, Private,427686, 1st-4th,2, Married-civ-spouse, Handlers-cleaners, Other-relative, White, Male,0,0,40, Mexico, <=50K -42, Self-emp-inc,191196, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,60,, >50K -37, Private,377798, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,3103,0,40, United-States, >50K -36, Private,43712, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -21,,205939, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -54, Private,161691, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,0,2559,40, United-States, >50K -34, Private,346034, 12th,8, Married-spouse-absent, Handlers-cleaners, Unmarried, White, Male,0,0,35, Mexico, <=50K -41, Private,144460, Some-college,10, Divorced, Machine-op-inspct, Own-child, White, Male,0,0,40, Italy, <=50K -18, Never-worked,153663, Some-college,10, Never-married,, Own-child, White, Male,0,0,4, United-States, <=50K -26, Private,262617, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, United-States, <=50K -23, Federal-gov,173851, HS-grad,9, Never-married, Armed-Forces, Not-in-family, White, Male,0,0,8, United-States, <=50K -63,,126540, Some-college,10, Divorced,, Not-in-family, White, Female,0,0,5, United-States, <=50K -34, Private,117963, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -54, Private,219737, HS-grad,9, Widowed, Sales, Not-in-family, White, Female,0,0,37, United-States, <=50K -37, Private,328466, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,72, Mexico, <=50K -54, State-gov,138852, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -22, Local-gov,195532, Some-college,10, Never-married, Protective-serv, Other-relative, White, Female,0,0,43, United-States, <=50K -32, Private,188246, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -42, State-gov,138162, Some-college,10, Divorced, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -31, State-gov,110714, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,37, United-States, <=50K -48, Private,123075, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -28, Private,330466, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Asian-Pac-Islander, Male,0,0,40, Hong, <=50K -31, Private,254304, 10th,6, Divorced, Craft-repair, Not-in-family, White, Male,0,0,38, United-States, <=50K -28, Private,435842, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,118657, 12th,8, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -50, Private,278188, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Female,0,0,45, United-States, <=50K -26, Private,233777, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,72, Mexico, <=50K -37, Self-emp-inc,328466, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -24, Private,176580, 5th-6th,3, Married-spouse-absent, Farming-fishing, Not-in-family, White, Male,0,0,40, Mexico, <=50K -18,,156608, 11th,7, Never-married,, Own-child, White, Female,0,0,25, United-States, <=50K -32, Private,172415, HS-grad,9, Never-married, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -23, Private,194951, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Asian-Pac-Islander, Male,0,0,55, Ireland, <=50K -33, Local-gov,318921, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Female,0,0,35, United-States, <=50K -49, Private,189462, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -75, Self-emp-not-inc,192813, Masters,14, Widowed, Sales, Not-in-family, White, Male,0,0,45, United-States, <=50K -74, Self-emp-not-inc,199136, Bachelors,13, Widowed, Craft-repair, Not-in-family, White, Male,15831,0,8, Germany, >50K -26, Private,156805, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, <=50K -66,,93318, HS-grad,9, Widowed,, Unmarried, White, Female,0,0,40, United-States, <=50K -34, Private,121966, Bachelors,13, Married-spouse-absent, Adm-clerical, Not-in-family, White, Female,0,0,45, United-States, <=50K -18, Private,347336, 12th,8, Never-married, Other-service, Own-child, White, Male,0,0,12, United-States, <=50K -33, Private,205950, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -36, State-gov,212143, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,20, United-States, >50K -44, Private,187821, Bachelors,13, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,55, United-States, <=50K -36, Private,250807, 11th,7, Never-married, Craft-repair, Not-in-family, Black, Female,0,0,40, United-States, <=50K -53, Private,291755, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -60, Private,36077, 7th-8th,4, Married-spouse-absent, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -28, Private,119793, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Portugal, <=50K -36, Private,184655, 10th,6, Divorced, Transport-moving, Unmarried, White, Male,0,0,48, United-States, <=50K -35, Private,162256, Assoc-voc,11, Divorced, Adm-clerical, Not-in-family, White, Female,6849,0,40, United-States, <=50K -45, Self-emp-not-inc,204405, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,20, United-States, <=50K -23, Private,133355, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,15, United-States, <=50K -35, Private,89559, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,55, United-States, <=50K -34, Private,115066, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,42, United-States, >50K -46, Private,139514, Preschool,1, Married-civ-spouse, Machine-op-inspct, Other-relative, Black, Male,0,0,75, Dominican-Republic, <=50K -58, State-gov,200316, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -55, Local-gov,166502, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,45, United-States, <=50K -63, Private,226422, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -41, Self-emp-not-inc,251305, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -45, Private,190482, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,76, United-States, <=50K -41, Private,122215, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,40, United-States, >50K -42, Private,248356, HS-grad,9, Never-married, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -90, Local-gov,214594, 7th-8th,4, Married-civ-spouse, Protective-serv, Husband, White, Male,2653,0,40, United-States, <=50K -41, Private,220460, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -22, Private,174043, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -53, Self-emp-not-inc,137547, Prof-school,15, Never-married, Prof-specialty, Not-in-family, Asian-Pac-Islander, Male,27828,0,40, Philippines, >50K -49, Self-emp-not-inc,111959, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, Scotland, >50K -51, Private,40641, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -22, Private,205940, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -23, Private,265077, Assoc-voc,11, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -59, Private,395736, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, >50K -40, Private,306225, HS-grad,9, Divorced, Craft-repair, Not-in-family, Asian-Pac-Islander, Female,0,0,40, Japan, <=50K -28, Private,180299, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,70, United-States, <=50K -39, Private,214896, HS-grad,9, Separated, Other-service, Not-in-family, White, Female,0,0,40, El-Salvador, <=50K -25, Private,273792, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,37, United-States, <=50K -48, State-gov,224474, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -62, Private,271431, 9th,5, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,42, United-States, <=50K -44, Local-gov,150171, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -28, Federal-gov,381789, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -62, Private,170984, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -32, Private,108256, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -59, Federal-gov,23789, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, United-States, >50K -20, Private,176321, Some-college,10, Never-married, Adm-clerical, Other-relative, White, Female,0,0,20, United-States, <=50K -40, Private,260425, Assoc-acdm,12, Separated, Tech-support, Unmarried, White, Female,1471,0,32, United-States, <=50K -47, Private,248059, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,47, United-States, >50K -60, Private,56248, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -55, Private,199763, HS-grad,9, Separated, Protective-serv, Not-in-family, White, Male,0,0,81, United-States, <=50K -18, Private,200047, 12th,8, Never-married, Adm-clerical, Own-child, White, Male,0,0,35, United-States, <=50K -43, Private,191712, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,1741,40, United-States, <=50K -31, Self-emp-not-inc,156033, HS-grad,9, Divorced, Other-service, Not-in-family, White, Male,0,0,35, United-States, <=50K -22, Private,173736, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -56, Private,135458, HS-grad,9, Divorced, Tech-support, Not-in-family, Black, Female,0,0,40, United-States, <=50K -41, Private,185660, HS-grad,9, Separated, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -24, Private,222005, HS-grad,9, Never-married, Other-service, Other-relative, White, Male,0,0,30, United-States, <=50K -42, Private,161510, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,7298,0,40, United-States, >50K -53, Local-gov,186303, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,1887,40, United-States, >50K -52, Local-gov,143533, 7th-8th,4, Never-married, Other-service, Other-relative, Black, Female,0,0,40, United-States, <=50K -42, Private,288154, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,89, United-States, >50K -48, Private,325372, 1st-4th,2, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Portugal, <=50K -35, Private,379959, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -33, Private,168387, 11th,7, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,234640, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -33, Private,232475, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,45, United-States, <=50K -30, Private,205152, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -31, Private,112115, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,183854, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,25, United-States, <=50K -26, Private,164386, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,48, United-States, <=50K -61, Private,149620, Some-college,10, Divorced, Other-service, Not-in-family, Black, Male,0,0,40, United-States, <=50K -45, Private,199590, 5th-6th,3, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40,, <=50K -29, Private,83742, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,45, United-States, <=50K -57, Self-emp-not-inc,65080, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -33, Private,191335, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1902,50, United-States, >50K -20, Private,227778, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,56, United-States, <=50K -26, Private,48280, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -36, Private,66304, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -23, Private,45834, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, <=50K -31, Private,298995, HS-grad,9, Married-civ-spouse, Other-service, Wife, Black, Female,0,0,35, United-States, <=50K -47, Private,161950, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,32, United-States, <=50K -61, Private,98776, 11th,7, Widowed, Handlers-cleaners, Not-in-family, White, Female,0,0,30, United-States, <=50K -35, Private,102268, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -23, Private,180771, 1st-4th,2, Married-civ-spouse, Machine-op-inspct, Wife, Amer-Indian-Eskimo, Female,0,0,35, Mexico, <=50K -20,,203992, HS-grad,9, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -41, Private,206878, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,32, United-States, <=50K -39, Federal-gov,110622, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -51, Local-gov,203334, Doctorate,16, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,45, United-States, >50K -61, Self-emp-not-inc,50483, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,56, United-States, <=50K -51, Private,274502, 7th-8th,4, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,48, United-States, <=50K -36, Private,208068, Preschool,1, Divorced, Other-service, Not-in-family, Other, Male,0,0,72, Mexico, <=50K -41, Self-emp-not-inc,168098, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -34, Private,213307, HS-grad,9, Never-married, Handlers-cleaners, Unmarried, White, Female,7443,0,35, United-States, <=50K -25, Private,175128, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,40955, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -19, Private,60890, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,49, United-States, <=50K -66, Self-emp-not-inc,102686, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,20, United-States, >50K -23, Private,190273, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -30, Self-emp-not-inc,176185, Some-college,10, Married-spouse-absent, Craft-repair, Own-child, White, Male,0,0,60, United-States, >50K -53, Private,304504, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,1887,45, United-States, >50K -25, Private,390657, Some-college,10, Never-married, Other-service, Not-in-family, Black, Male,0,0,40, United-States, <=50K -18, Private,41381, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,1602,20, United-States, <=50K -51, Private,101432, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -61, Private,190682, HS-grad,9, Widowed, Craft-repair, Not-in-family, Black, Female,0,1669,50, United-States, <=50K -53, Private,158993, HS-grad,9, Widowed, Machine-op-inspct, Unmarried, Black, Female,0,0,38, United-States, <=50K -17, Private,117798, 10th,6, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -61, Private,137554, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -44, Self-emp-inc,71556, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,50,, >50K -38, Private,257416, 9th,5, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, <=50K -40, Private,195617, Some-college,10, Separated, Exec-managerial, Unmarried, White, Female,0,0,20, United-States, <=50K -32, Private,236318, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,32, United-States, <=50K -46, Private,42251, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -50, Private,257933, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -36, Self-emp-not-inc,109133, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -30, Self-emp-not-inc,261943, 11th,7, Married-spouse-absent, Craft-repair, Not-in-family, White, Male,0,0,30, Honduras, <=50K -33, Private,139057, Masters,14, Married-civ-spouse, Tech-support, Husband, Asian-Pac-Islander, Male,0,0,50, United-States, >50K -36, Private,237943, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,45, United-States, >50K -85, Private,98611, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,3, Poland, <=50K -62, Private,128092, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,32, United-States, <=50K -24, Private,284317, Bachelors,13, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,32, United-States, <=50K -48, Self-emp-inc,185041, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,7298,0,50, United-States, >50K -58, Local-gov,223214, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -45, Self-emp-inc,173664, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -66, Private,269665, HS-grad,9, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,25, United-States, <=50K -37, Private,121521, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,45, United-States, >50K -55, Private,199713, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, United-States, <=50K -39, Self-emp-not-inc,193689, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,65, United-States, <=50K -58, Self-emp-inc,181974, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,99,, <=50K -50, Private,485710, Doctorate,16, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, <=50K -28, Private,185647, Some-college,10, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,50, United-States, <=50K -34, Private,30673, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, <=50K -41, Federal-gov,160467, Masters,14, Divorced, Prof-specialty, Unmarried, White, Female,1506,0,40, United-States, <=50K -36, Private,186819, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,52, United-States, >50K -22, Private,67234, HS-grad,9, Never-married, Handlers-cleaners, Unmarried, White, Male,0,0,45, United-States, <=50K -35, Private,30673, 12th,8, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,84, United-States, <=50K -49,,114648, 12th,8, Divorced,, Other-relative, Black, Male,0,0,40, United-States, <=50K -21, Private,182117, Assoc-acdm,12, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -64, State-gov,222966, 7th-8th,4, Married-civ-spouse, Other-service, Wife, Black, Female,0,0,40, United-States, <=50K -41, Private,201495, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -52, Private,301229, Assoc-voc,11, Separated, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -32, Private,157747, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,155382, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,25, United-States, <=50K -48, Private,268083, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -28, Private,113987, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,40, United-States, <=50K -24, Private,216984, Some-college,10, Married-civ-spouse, Other-service, Own-child, Asian-Pac-Islander, Female,0,0,35, United-States, <=50K -51, Private,177669, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -32, Private,164190, Some-college,10, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -61, Private,355645, HS-grad,9, Married-civ-spouse, Sales, Husband, Black, Male,0,0,40, United-States, <=50K -60,,134152, 9th,5, Divorced,, Not-in-family, Black, Male,0,0,35, United-States, <=50K -33, Private,63079, HS-grad,9, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -42, Self-emp-not-inc,217597, HS-grad,9, Divorced, Sales, Own-child, White, Male,0,0,50,, <=50K -24, Private,381895, 11th,7, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -82,,403910, HS-grad,9, Never-married,, Not-in-family, White, Male,0,0,3, United-States, <=50K -26, Private,179010, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,65, United-States, <=50K -18, Private,436163, 11th,7, Never-married, Prof-specialty, Own-child, White, Male,0,0,20, United-States, <=50K -34, Private,321709, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,28, United-States, <=50K -57, Private,153918, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,403788, HS-grad,9, Never-married, Craft-repair, Other-relative, Black, Male,0,0,40, United-States, <=50K -34, Private,60567, 11th,7, Divorced, Transport-moving, Unmarried, White, Male,0,880,60, United-States, <=50K -71, Private,138145, 9th,5, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -35, Local-gov,79649, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -47, Private,312088, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -50, Private,208630, Masters,14, Divorced, Sales, Not-in-family, White, Female,0,0,50, United-States, >50K -33, Private,182401, 10th,6, Never-married, Adm-clerical, Not-in-family, Black, Male,0,0,40, United-States, <=50K -38, Private,32916, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, >50K -50, Private,302372, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -45, Private,155093, 10th,6, Divorced, Other-service, Not-in-family, Black, Female,0,0,38, Dominican-Republic, <=50K -32, Private,192965, HS-grad,9, Separated, Sales, Not-in-family, White, Female,0,0,45, United-States, <=50K -39, Private,107302, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45,, >50K -25, Local-gov,514716, Bachelors,13, Never-married, Adm-clerical, Own-child, Black, Female,0,0,40, United-States, <=50K -20, Private,270436, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -46, Private,42972, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,22, United-States, >50K -40, Private,142657, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,45, United-States, <=50K -66, Federal-gov,47358, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,3471,0,40, United-States, <=50K -30, Private,176175, Assoc-voc,11, Divorced, Adm-clerical, Unmarried, White, Female,0,0,24, United-States, <=50K -36, Private,131459, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -57, Local-gov,110417, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,99999,0,40, United-States, >50K -46, Private,364548, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,48, United-States, >50K -27, Private,177398, HS-grad,9, Never-married, Other-service, Unmarried, White, Female,0,0,64, United-States, <=50K -33, Private,273243, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -58, Private,147707, 11th,7, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,77266, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,55, United-States, <=50K -26, Private,191648, Assoc-acdm,12, Never-married, Machine-op-inspct, Other-relative, White, Female,0,0,15, United-States, <=50K -81,,120478, Assoc-voc,11, Divorced,, Unmarried, White, Female,0,0,1,, <=50K -32, Private,211349, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,203715, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -31, Private,292592, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,40, United-States, <=50K -29, Private,125976, HS-grad,9, Separated, Sales, Unmarried, White, Female,0,0,35, United-States, <=50K -35,,320084, Bachelors,13, Married-civ-spouse,, Wife, White, Female,0,0,55, United-States, >50K -30,,33811, Bachelors,13, Never-married,, Not-in-family, Asian-Pac-Islander, Female,0,0,99, United-States, <=50K -34, Private,204461, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -54, Private,337992, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,50, Japan, >50K -37, Private,179137, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,39, United-States, <=50K -22, Private,325033, 12th,8, Never-married, Protective-serv, Own-child, Black, Male,0,0,35, United-States, <=50K -34, Private,160216, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,55, United-States, >50K -30, Private,345898, HS-grad,9, Never-married, Craft-repair, Not-in-family, Black, Male,0,0,46, United-States, <=50K -38, Private,139180, Bachelors,13, Divorced, Prof-specialty, Unmarried, Black, Female,15020,0,45, United-States, >50K -71,,287372, Doctorate,16, Married-civ-spouse,, Husband, White, Male,0,0,10, United-States, >50K -45, State-gov,252208, HS-grad,9, Separated, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -41,,202822, HS-grad,9, Separated,, Not-in-family, Black, Female,0,0,32, United-States, <=50K -72,,129912, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,25, United-States, <=50K -45, Local-gov,119199, Assoc-acdm,12, Divorced, Prof-specialty, Unmarried, White, Female,0,0,48, United-States, <=50K -31, Private,199655, Masters,14, Divorced, Other-service, Not-in-family, Other, Female,0,0,30, United-States, <=50K -39, Local-gov,111499, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,20, United-States, >50K -37, Private,198216, Assoc-acdm,12, Divorced, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -43, Private,260761, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Mexico, <=50K -65, Self-emp-not-inc,99359, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Male,1086,0,60, United-States, <=50K -43, State-gov,255835, Some-college,10, Divorced, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -43, Self-emp-not-inc,27242, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -32, Private,34066, 10th,6, Married-civ-spouse, Handlers-cleaners, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -43, Private,84661, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -32, Private,116138, Masters,14, Never-married, Tech-support, Not-in-family, Asian-Pac-Islander, Male,0,0,11, Taiwan, <=50K -53, Private,321865, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -22, Private,310152, Some-college,10, Never-married, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, <=50K -27, Private,257302, Assoc-acdm,12, Married-civ-spouse, Tech-support, Wife, White, Female,0,0,38, United-States, <=50K -40, Private,154374, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -58, Private,151910, HS-grad,9, Widowed, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -22, Private,201490, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,20, United-States, <=50K -52, Self-emp-inc,287927, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,15024,0,40, United-States, >50K diff --git a/vertexpipeline/data/adult.test.csv b/vertexpipeline/data/adult.test.csv deleted file mode 100644 index 2681d340..00000000 --- a/vertexpipeline/data/adult.test.csv +++ /dev/null @@ -1,16279 +0,0 @@ -age,workclass,fnlwgt,education,education_num,marital_status,occupation,relationship,race,gender,capital_gain,capital_loss,hours_per_week,native_country,income_bracket -25, Private,226802, 11th,7, Never-married, Machine-op-inspct, Own-child, Black, Male,0,0,40, United-States, <=50K -38, Private,89814, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -28, Local-gov,336951, Assoc-acdm,12, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -44, Private,160323, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,7688,0,40, United-States, >50K -18,,103497, Some-college,10, Never-married,, Own-child, White, Female,0,0,30, United-States, <=50K -34, Private,198693, 10th,6, Never-married, Other-service, Not-in-family, White, Male,0,0,30, United-States, <=50K -29,,227026, HS-grad,9, Never-married,, Unmarried, Black, Male,0,0,40, United-States, <=50K -63, Self-emp-not-inc,104626, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,3103,0,32, United-States, >50K -24, Private,369667, Some-college,10, Never-married, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -55, Private,104996, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,10, United-States, <=50K -65, Private,184454, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,6418,0,40, United-States, >50K -36, Federal-gov,212465, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,82091, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,39, United-States, <=50K -58,,299831, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,35, United-States, <=50K -48, Private,279724, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,3103,0,48, United-States, >50K -43, Private,346189, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -20, State-gov,444554, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,25, United-States, <=50K -43, Private,128354, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,30, United-States, <=50K -37, Private,60548, HS-grad,9, Widowed, Machine-op-inspct, Unmarried, White, Female,0,0,20, United-States, <=50K -40, Private,85019, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,45,, >50K -34, Private,107914, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,47, United-States, >50K -34, Private,238588, Some-college,10, Never-married, Other-service, Own-child, Black, Female,0,0,35, United-States, <=50K -72,,132015, 7th-8th,4, Divorced,, Not-in-family, White, Female,0,0,6, United-States, <=50K -25, Private,220931, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,43, Peru, <=50K -25, Private,205947, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -45, Self-emp-not-inc,432824, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,7298,0,90, United-States, >50K -22, Private,236427, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,20, United-States, <=50K -23, Private,134446, HS-grad,9, Separated, Machine-op-inspct, Unmarried, Black, Male,0,0,54, United-States, <=50K -54, Private,99516, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, <=50K -32, Self-emp-not-inc,109282, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,60, United-States, <=50K -46, State-gov,106444, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, Black, Male,7688,0,38, United-States, >50K -56, Self-emp-not-inc,186651, 11th,7, Widowed, Other-service, Unmarried, White, Female,0,0,50, United-States, <=50K -24, Self-emp-not-inc,188274, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -23, Local-gov,258120, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,43311, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -65,,191846, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -36, Local-gov,403681, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -22, Private,248446, 5th-6th,3, Never-married, Priv-house-serv, Not-in-family, White, Male,0,0,50, Guatemala, <=50K -17, Private,269430, 10th,6, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -20, Private,257509, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -65, Private,136384, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -44, Self-emp-inc,120277, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -36, Private,465326, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,103634, 11th,7, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -20, State-gov,138371, Some-college,10, Never-married, Farming-fishing, Own-child, White, Male,0,0,32, United-States, <=50K -28, Private,242832, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,36, United-States, >50K -39, Private,290208, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Mexico, <=50K -54, Private,186272, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,3908,0,50, United-States, <=50K -52, Private,201062, 11th,7, Separated, Priv-house-serv, Not-in-family, Black, Female,0,0,18, United-States, <=50K -56, Self-emp-inc,131916, HS-grad,9, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, <=50K -18, Private,54440, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -39, Private,280215, HS-grad,9, Divorced, Handlers-cleaners, Own-child, Black, Male,0,0,40, United-States, <=50K -21, Private,214399, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,1721,24, United-States, <=50K -22, Private,54164, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,14084,0,60, United-States, >50K -38, Private,219446, 9th,5, Married-spouse-absent, Exec-managerial, Not-in-family, White, Male,0,0,54, Mexico, <=50K -21, Private,110677, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -63, Private,145985, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -34, Local-gov,382078, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,3103,0,50, United-States, >50K -42, Self-emp-inc,170721, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,5178,0,50, United-States, >50K -33, Private,269705, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,101135, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, <=50K -39, Private,118429, Some-college,10, Divorced, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -26, Private,31208, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -33, Private,281384, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,40, United-States, <=50K -47, Local-gov,171807, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -41, Private,109912, Bachelors,13, Never-married, Other-service, Not-in-family, White, Female,0,0,40,, <=50K -41, Self-emp-inc,445382, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,15024,0,60, United-States, >50K -19, Private,105460, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -46, Private,170338, HS-grad,9, Separated, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -43, Private,102606, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,48, United-States, <=50K -55, Private,323887, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,45, United-States, >50K -46, Private,175622, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,229636, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Mexico, <=50K -21, Private,388946, Some-college,10, Separated, Handlers-cleaners, Not-in-family, White, Female,0,0,40, United-States, <=50K -46, Private,269034, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Other, Male,0,0,40, Dominican-Republic, <=50K -17,,165361, 10th,6, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -41, Private,75012, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, <=50K -69, Self-emp-inc,174379, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,30, United-States, <=50K -50, Private,312477, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,72055, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -45, Self-emp-inc,67001, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, <=50K -23, Private,213734, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -24, Private,83141, Some-college,10, Separated, Other-service, Not-in-family, White, Male,0,1876,40, United-States, <=50K -44, Self-emp-inc,223881, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,99999,0,50,, >50K -31, Self-emp-not-inc,113752, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -43, Private,170482, HS-grad,9, Separated, Machine-op-inspct, Not-in-family, White, Female,0,0,44, United-States, <=50K -20, Federal-gov,244689, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,10, United-States, <=50K -55, Private,160631, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,56, United-States, >50K -24, Federal-gov,228724, Some-college,10, Never-married, Armed-Forces, Not-in-family, White, Male,0,0,40, United-States, <=50K -41,,38434, Masters,14, Married-civ-spouse,, Wife, White, Female,7688,0,10, United-States, >50K -59, Private,292946, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,25, United-States, <=50K -49, Federal-gov,77443, 7th-8th,4, Never-married, Other-service, Not-in-family, Black, Male,0,0,20, United-States, <=50K -33, Private,176410, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,5178,0,10, United-States, >50K -59, Federal-gov,98984, Bachelors,13, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -34, Private,198751, Masters,14, Never-married, Other-service, Not-in-family, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -20, Private,479296, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -25, Private,235218, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -49, Private,164877, 10th,6, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -59, Private,272087, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -20, Private,169699, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -51,,189762, Some-college,10, Married-civ-spouse,, Wife, White, Female,0,0,18, United-States, <=50K -33, Private,202191, Some-college,10, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,35, United-States, <=50K -22, Private,212261, Some-college,10, Never-married, Transport-moving, Own-child, Black, Male,0,0,39, United-States, <=50K -58, Self-emp-not-inc,301568, 9th,5, Widowed, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -52, Local-gov,155233, HS-grad,9, Widowed, Adm-clerical, Unmarried, White, Female,0,0,28, United-States, <=50K -36, Private,75826, 10th,6, Separated, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -41, Local-gov,201520, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,154236, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,2597,0,40, United-States, <=50K -19, Private,289227, Some-college,10, Never-married, Handlers-cleaners, Own-child, Black, Male,0,0,16, United-States, <=50K -18, Private,217439, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,28, United-States, <=50K -18, Private,179020, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,48, United-States, <=50K -28, Private,149624, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,337266, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -20,,30796, HS-grad,9, Never-married,, Own-child, White, Female,0,0,20, United-States, <=50K -40, Private,103541, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,206721, HS-grad,9, Never-married, Handlers-cleaners, Unmarried, White, Male,0,0,40, United-States, <=50K -46, Private,96773, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,200967, 11th,7, Never-married, Other-service, Not-in-family, White, Female,0,0,24, United-States, <=50K -44, Private,180019, HS-grad,9, Married-spouse-absent, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -43, Private,179866, Bachelors,13, Divorced, Sales, Unmarried, White, Female,0,0,40, United-States, >50K -31, Local-gov,198770, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,0,60, United-States, <=50K -18, Private,219256, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,25, United-States, <=50K -19, Private,248730, Some-college,10, Never-married, Protective-serv, Own-child, White, Male,0,0,30, United-States, <=50K -41, Private,110732, Some-college,10, Divorced, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -41, Private,181020, HS-grad,9, Divorced, Handlers-cleaners, Unmarried, White, Female,0,0,40, United-States, <=50K -69, Private,183791, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,25, United-States, <=50K -48, Federal-gov,42972, Doctorate,16, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -28, Private,134813, HS-grad,9, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -27, Self-emp-not-inc,115438, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, Ireland, >50K -41, Private,239296, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,2415,50, United-States, >50K -41, Private,428420, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,247846, HS-grad,9, Never-married, Craft-repair, Unmarried, Black, Female,0,0,40, United-States, <=50K -20,,334105, HS-grad,9, Never-married,, Not-in-family, White, Female,0,0,40, United-States, <=50K -42, Self-emp-inc,100793, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,41, United-States, >50K -57, Private,244478, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,48, United-States, <=50K -30, Private,142921, Assoc-acdm,12, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -36, Private,182863, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -49, Private,171128, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, <=50K -33, Private,145402, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,35, United-States, <=50K -23, Private,306309, 10th,6, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -46, Private,83822, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -18, Private,262118, Some-college,10, Never-married, Adm-clerical, Own-child, Asian-Pac-Islander, Female,0,0,22, Germany, <=50K -40, Private,155972, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,55, United-States, >50K -43, Self-emp-inc,214503, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1887,45, United-States, >50K -34, Private,159303, Masters,14, Never-married, Prof-specialty, Own-child, White, Female,0,0,30, United-States, <=50K -47, Self-emp-not-inc,174995, HS-grad,9, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,30, United-States, <=50K -44, Private,26669, Assoc-voc,11, Widowed, Exec-managerial, Unmarried, White, Female,0,0,30, United-States, <=50K -33, Private,177727, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -55, Private,124771, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,50, United-States, >50K -19, Private,456736, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,2907,0,30, United-States, <=50K -28, Private,216604, Some-college,10, Never-married, Other-service, Not-in-family, Black, Male,0,0,14, United-States, <=50K -27, Private,221561, 11th,7, Married-civ-spouse, Other-service, Wife, Black, Female,0,0,32, United-States, <=50K -50, Private,114564, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,20, United-States, <=50K -22, Private,315476, 11th,7, Never-married, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -40, State-gov,67874, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,1887,45, United-States, >50K -25, Private,126110, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -26, Local-gov,102264, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -22, Private,537222, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,25, United-States, <=50K -42, Private,113732, Some-college,10, Never-married, Handlers-cleaners, Unmarried, Black, Female,0,625,40, United-States, <=50K -38, Self-emp-inc,93225, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -55, Private,43064, 11th,7, Married-civ-spouse, Other-service, Husband, White, Male,0,0,30, United-States, <=50K -32, Private,136921, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,388885, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -29, Private,142249, Bachelors,13, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -46, State-gov,56841, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -31, Private,156493, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -58, Self-emp-not-inc,159021, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,16, United-States, >50K -42, Private,190910, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -18, Private,41879, HS-grad,9, Never-married, Handlers-cleaners, Unmarried, White, Male,0,0,25, United-States, <=50K -58, Local-gov,137249, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,33, United-States, <=50K -54, Private,236157, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1887,40, United-States, >50K -34, Private,189759, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -26, Private,239877, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -61, Private,21175, 12th,8, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -48, Local-gov,67229, Masters,14, Separated, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -36, Private,236391, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -24, Private,325596, Assoc-voc,11, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, <=50K -40, Private,83411, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,37, United-States, <=50K -33, Self-emp-inc,154227, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -37, Private,248010, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,1887,40, United-States, >50K -34, Private,198613, Masters,14, Never-married, Exec-managerial, Own-child, White, Male,4650,0,40, United-States, <=50K -56, Self-emp-inc,321529, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,40, United-States, >50K -28,,168524, HS-grad,9, Married-civ-spouse,, Own-child, White, Female,0,0,38, United-States, >50K -37, Private,203079, Bachelors,13, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,55, United-States, <=50K -44, Private,284652, HS-grad,9, Divorced, Sales, Unmarried, Black, Female,0,0,40, United-States, <=50K -64,,201368, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,8, United-States, <=50K -54, Private,59840, HS-grad,9, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,45, United-States, <=50K -23, Private,52753, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,50, United-States, <=50K -34, State-gov,513100, Bachelors,13, Married-spouse-absent, Farming-fishing, Not-in-family, Black, Male,0,0,40,, <=50K -22, Private,199266, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,45, United-States, <=50K -33, Private,196385, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,40, United-States, >50K -39, Private,163205, Bachelors,13, Separated, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, >50K -47, Private,411047, Some-college,10, Divorced, Adm-clerical, Not-in-family, Black, Female,0,0,37, United-States, <=50K -79,,48574, 7th-8th,4, Widowed,, Not-in-family, White, Male,0,0,40, United-States, <=50K -26, Private,209440, HS-grad,9, Never-married, Prof-specialty, Unmarried, Black, Female,0,0,55, United-States, <=50K -31, Private,56964, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -44, Private,299197, Some-college,10, Never-married, Transport-moving, Not-in-family, White, Male,0,0,45, United-States, <=50K -42, Self-emp-inc,240628, Prof-school,15, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,50, United-States, >50K -19, Private,355313, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -27, Private,132267, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, >50K -51, Local-gov,174861, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -28, Self-emp-inc,142443, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -57, Private,26716, Bachelors,13, Divorced, Craft-repair, Not-in-family, White, Male,0,0,45, United-States, <=50K -45, Local-gov,185588, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -50, Private,175029, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -34, Self-emp-inc,34848, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,54, United-States, <=50K -45, Private,411273, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -73, Local-gov,143437, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,20, United-States, <=50K -34, Private,357145, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,50, United-States, >50K -31, Private,236861, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, >50K -19, Private,53355, 11th,7, Never-married, Sales, Not-in-family, White, Male,0,0,12, United-States, <=50K -25, Private,29106, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,50, United-States, <=50K -38, Federal-gov,213274, Assoc-voc,11, Divorced, Craft-repair, Unmarried, White, Female,6497,0,40, United-States, <=50K -39, Private,22463, Bachelors,13, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,180497, Bachelors,13, Never-married, Tech-support, Own-child, Black, Female,0,0,32, United-States, <=50K -49, Private,37306, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -33, Federal-gov,137814, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,32, United-States, <=50K -21, Private,447488, 5th-6th,3, Never-married, Machine-op-inspct, Other-relative, White, Male,0,0,38, Mexico, <=50K -31, Private,220915, Assoc-voc,11, Separated, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -23, Private,42251, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,45, United-States, <=50K -34, Private,162312, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -25, Private,77698, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -39, Private,282951, HS-grad,9, Never-married, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -52, Self-emp-inc,311259, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -63, Local-gov,65479, 9th,5, Married-civ-spouse, Transport-moving, Husband, White, Male,7688,0,40, United-States, >50K -41, Private,277256, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -46, Private,312088, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,38, United-States, >50K -53, Local-gov,169719, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -25,,270276, 9th,5, Separated,, Not-in-family, White, Female,1055,0,40, United-States, <=50K -77,,172744, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,35, United-States, <=50K -18, Private,96869, 12th,8, Never-married, Priv-house-serv, Own-child, White, Male,0,0,40, United-States, <=50K -38, Private,237943, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -55, Private,119751, Masters,14, Never-married, Exec-managerial, Unmarried, Asian-Pac-Islander, Female,0,0,50, Thailand, <=50K -34, Private,236861, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -80, Self-emp-not-inc,201092, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,30, United-States, <=50K -34, Private,147215, Assoc-voc,11, Divorced, Tech-support, Unmarried, White, Female,0,0,60, United-States, <=50K -52, Private,152373, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,5013,0,40, United-States, <=50K -42, Private,227968, HS-grad,9, Never-married, Other-service, Unmarried, Black, Female,0,0,28, Haiti, <=50K -26, Private,362617, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -31, Private,103435, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -25, Local-gov,281412, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,35, United-States, <=50K -55, Self-emp-not-inc,105239, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,2057,60, United-States, <=50K -19, Private,230165, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,12, United-States, <=50K -62, Self-emp-not-inc,177493, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,32, United-States, <=50K -22, Federal-gov,104443, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -39,,110342, HS-grad,9, Married-civ-spouse,, Wife, White, Female,0,0,50, United-States, <=50K -35, Private,143385, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,107189, HS-grad,9, Married-civ-spouse, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -47, Private,212944, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,70, United-States, >50K -44, State-gov,138634, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,99970, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,15, United-States, <=50K -35, Private,203717, Assoc-voc,11, Never-married, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -24, Private,313956, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -42, Federal-gov,177937, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40,, <=50K -28, Private,193868, Bachelors,13, Never-married, Tech-support, Own-child, White, Male,0,0,50, United-States, <=50K -21, Private,250939, Some-college,10, Never-married, Machine-op-inspct, Other-relative, White, Male,0,0,35, United-States, <=50K -62, Federal-gov,57629, Some-college,10, Divorced, Tech-support, Not-in-family, Black, Male,4650,0,40, United-States, <=50K -39, Private,281768, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Female,0,0,40, United-States, <=50K -30, State-gov,260782, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -72, Self-emp-not-inc,243769, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Male,0,1429,20, United-States, <=50K -50, Private,109937, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,50, United-States, <=50K -28, Local-gov,134890, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -29, Private,100293, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -26, Private,132179, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -27, Private,116372, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -29, Private,255412, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,3103,0,40, United-States, >50K -61,,195789, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,342400, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,25, United-States, <=50K -21,,65481, Some-college,10, Never-married,, Own-child, White, Female,0,0,30, United-States, <=50K -31, Private,169085, 11th,7, Married-civ-spouse, Sales, Wife, White, Female,0,0,20, United-States, <=50K -25, Private,177221, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,75, United-States, <=50K -58, Private,65325, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -64, Private,118944, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, >50K -46, State-gov,149337, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,38, United-States, <=50K -53,,237868, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,35, United-States, >50K -19, Private,106183, HS-grad,9, Never-married, Other-service, Own-child, Amer-Indian-Eskimo, Female,0,0,35, United-States, <=50K -42, Private,226388, HS-grad,9, Divorced, Other-service, Not-in-family, Black, Male,0,0,52, United-States, <=50K -18, Private,220754, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,24, United-States, <=50K -58, Self-emp-inc,204021, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,15024,0,50, United-States, >50K -20, Private,347391, Some-college,10, Never-married, Protective-serv, Not-in-family, Black, Male,0,0,60, United-States, <=50K -35, Federal-gov,413930, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -32, Private,174201, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,38, United-States, >50K -23, Private,145917, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Female,0,0,25, United-States, <=50K -31, Private,241797, Some-college,10, Divorced, Tech-support, Unmarried, White, Female,0,0,40, United-States, <=50K -33, Private,265168, Bachelors,13, Married-civ-spouse, Sales, Husband, Black, Male,0,0,55, United-States, <=50K -41, Private,171234, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,48, United-States, <=50K -22, Private,178452, HS-grad,9, Never-married, Machine-op-inspct, Own-child, Black, Male,0,0,40, United-States, <=50K -46, Private,157857, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -61, Federal-gov,512864, Some-college,10, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, <=50K -30, Private,296462, HS-grad,9, Never-married, Exec-managerial, Not-in-family, Black, Male,0,0,40, United-States, <=50K -42, Private,171615, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -63, Private,214071, 10th,6, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,172421, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,195488, 10th,6, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -23, Private,316841, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,236267, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, White, Male,0,1590,40, United-States, <=50K -30, Private,236543, 9th,5, Married-civ-spouse, Other-service, Husband, White, Male,0,0,32, El-Salvador, >50K -23, Private,318483, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -34, Self-emp-not-inc,163756, Assoc-voc,11, Never-married, Farming-fishing, Not-in-family, White, Male,27828,0,60, United-States, >50K -30, Private,238186, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Other-relative, White, Male,0,2057,48, United-States, <=50K -39, Private,329980, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -30, Private,169269, 11th,7, Never-married, Handlers-cleaners, Other-relative, White, Male,0,1721,38, Puerto-Rico, <=50K -38, Local-gov,34744, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,38, United-States, <=50K -26, Private,98114, HS-grad,9, Divorced, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -20, Private,109667, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,16, United-States, <=50K -37, Local-gov,263690, Bachelors,13, Never-married, Prof-specialty, Unmarried, Black, Male,0,0,40,, <=50K -33, Private,147430, HS-grad,9, Married-civ-spouse, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -24, Private,224238, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -42, Self-emp-inc,212894, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -51, Self-emp-not-inc,136708, HS-grad,9, Married-civ-spouse, Sales, Husband, Asian-Pac-Islander, Male,3103,0,84, Vietnam, <=50K -56, Local-gov,38573, Assoc-acdm,12, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,45, United-States, >50K -22, Private,197200, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -52, Self-emp-not-inc,182796, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -44, Private,184527, Bachelors,13, Divorced, Exec-managerial, Unmarried, White, Female,4934,0,45, United-States, >50K -34, Private,145231, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,4064,0,35, United-States, <=50K -51, Private,43354, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,42, United-States, >50K -20,,318865, Some-college,10, Never-married,, Not-in-family, White, Male,0,0,40, United-States, <=50K -19, Private,355712, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,25, United-States, <=50K -37, Private,98776, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -68, Private,257557, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, >50K -22, Private,102258, Some-college,10, Divorced, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, <=50K -56, Self-emp-inc,170287, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,243409, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -52, Private,55608, 1st-4th,2, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Mexico, <=50K -26, Private,248057, HS-grad,9, Separated, Handlers-cleaners, Own-child, White, Male,0,0,40, Puerto-Rico, <=50K -33, Private,95530, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -45, Local-gov,54038, Masters,14, Divorced, Prof-specialty, Unmarried, White, Female,0,0,42, United-States, <=50K -18, Private,161245, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,15, United-States, <=50K -43, Self-emp-not-inc,388725, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, >50K -64, Self-emp-not-inc,71807, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,50,, >50K -18, Private,228216, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,20, United-States, <=50K -20,,303121, Some-college,10, Never-married,, Own-child, White, Male,0,0,45, United-States, <=50K -57, Private,78020, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -41, Private,249254, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,3674,0,42, United-States, <=50K -34, Private,87218, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1887,50, United-States, >50K -19, Private,304299, HS-grad,9, Never-married, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -44, Private,196234, 9th,5, Divorced, Other-service, Unmarried, White, Female,0,0,55, Dominican-Republic, <=50K -56, Private,197875, 10th,6, Widowed, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -36, Self-emp-inc,48063, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,80, United-States, <=50K -48, Private,253596, Bachelors,13, Divorced, Exec-managerial, Unmarried, White, Female,0,0,48, United-States, <=50K -29, Private,39257, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -33, Private,56150, Bachelors,13, Never-married, Craft-repair, Not-in-family, White, Male,2174,0,40, United-States, <=50K -31, Private,179415, 5th-6th,3, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, Mexico, <=50K -39, Private,252445, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -66, Private,275918, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,10605,0,40, United-States, >50K -27, Private,106562, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, >50K -39, Private,198654, HS-grad,9, Divorced, Exec-managerial, Unmarried, Black, Female,99999,0,40, United-States, >50K -59, Private,107318, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,5178,0,50, United-States, >50K -26, Private,181896, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -31, Private,106014, Assoc-voc,11, Divorced, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -45,,319993, HS-grad,9, Widowed,, Unmarried, White, Female,0,0,40, Mexico, <=50K -23, Private,197997, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,30, United-States, <=50K -36, Local-gov,173542, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -34, Private,207564, Some-college,10, Married-civ-spouse, Other-service, Wife, White, Female,0,0,12, United-States, >50K -32, Private,224462, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,84, United-States, >50K -37, Private,123361, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,50, United-States, >50K -33, Private,90409, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,45, United-States, <=50K -50, Self-emp-not-inc,165001, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,80, United-States, >50K -32, Federal-gov,149573, Assoc-acdm,12, Never-married, Protective-serv, Not-in-family, Black, Male,0,0,40, United-States, <=50K -35, Private,249456, Bachelors,13, Never-married, Adm-clerical, Own-child, Black, Female,0,0,40, United-States, <=50K -37, Private,149898, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -44, Private,292985, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,60, United-States, <=50K -57, Private,50223, Some-college,10, Divorced, Handlers-cleaners, Other-relative, White, Male,0,0,25, United-States, <=50K -29, Local-gov,400074, Some-college,10, Married-civ-spouse, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -55, Private,197399, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -43, Self-emp-inc,209547, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,25, United-States, >50K -43, Private,52433, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,70, United-States, <=50K -45, Self-emp-not-inc,355978, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -33, Self-emp-not-inc,48214, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,8, United-States, <=50K -26, Private,190873, 10th,6, Divorced, Other-service, Unmarried, White, Female,0,0,40, Germany, <=50K -23, Private,278390, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,68, United-States, <=50K -41, Private,203217, 7th-8th,4, Separated, Craft-repair, Not-in-family, White, Male,0,0,40, Mexico, <=50K -24, Private,279175, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -47, Self-emp-not-inc,194590, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,44, United-States, <=50K -34, Self-emp-not-inc,198813, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,45, United-States, <=50K -40, Private,187294, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -28, Private,302903, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, Asian-Pac-Islander, Female,0,1485,40, United-States, <=50K -24, Private,154835, HS-grad,9, Never-married, Exec-managerial, Own-child, Asian-Pac-Islander, Female,0,0,40, South, <=50K -73,,73402, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,10, United-States, <=50K -23, Private,100345, HS-grad,9, Never-married, Craft-repair, Other-relative, White, Male,0,0,15, United-States, <=50K -43, Self-emp-not-inc,126320, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,40, United-States, >50K -26, Private,142226, Bachelors,13, Divorced, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -58, Self-emp-not-inc,112076, Doctorate,16, Married-AF-spouse, Exec-managerial, Wife, White, Female,0,1485,35, United-States, >50K -52, Private,225339, HS-grad,9, Widowed, Adm-clerical, Unmarried, Black, Female,0,0,35, United-States, <=50K -29, Private,211208, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,99, United-States, >50K -47, Private,200808, 11th,7, Married-civ-spouse, Other-service, Husband, White, Male,0,0,35, Columbia, <=50K -49, Private,220618, HS-grad,9, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,37, United-States, <=50K -40, Private,210493, 11th,7, Widowed, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -62, Self-emp-not-inc,369734, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -49, Private,27898, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,55, United-States, >50K -50, Private,138193, Bachelors,13, Divorced, Prof-specialty, Other-relative, White, Female,0,0,50, United-States, >50K -31, Private,224234, HS-grad,9, Never-married, Transport-moving, Own-child, Black, Male,0,0,40, United-States, <=50K -48, Local-gov,188741, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, <=50K -24, Private,183772, HS-grad,9, Never-married, Craft-repair, Unmarried, White, Female,0,0,40, United-States, <=50K -41,,155041, HS-grad,9, Never-married,, Own-child, White, Female,3418,0,40, United-States, <=50K -37, Private,79586, HS-grad,9, Separated, Machine-op-inspct, Own-child, Asian-Pac-Islander, Male,0,0,60, United-States, <=50K -45, Private,355781, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,45, Japan, >50K -63,,156158, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,16, United-States, <=50K -36, Private,116358, Masters,14, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,45, India, <=50K -45, Private,59287, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,138868, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -26, Private,185885, Assoc-acdm,12, Never-married, Tech-support, Other-relative, White, Female,0,0,20, United-States, <=50K -17, Private,40299, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,25, United-States, <=50K -27, Private,500068, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,36,, <=50K -43, Private,51494, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,65, United-States, <=50K -35, Private,179481, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,55, United-States, <=50K -38, Private,365907, Bachelors,13, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -26, Private,284343, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -28, Private,204862, Some-college,10, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -38, Private,272476, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,24, United-States, >50K -36, Private,175130, 11th,7, Divorced, Transport-moving, Unmarried, White, Female,0,0,40, United-States, <=50K -33, Private,118941, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -19, Private,164339, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,1055,0,70, United-States, <=50K -22,,213291, Assoc-acdm,12, Never-married,, Own-child, White, Male,0,0,25, United-States, <=50K -42, Federal-gov,55457, 10th,6, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, Mexico, <=50K -50, Private,280292, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -30, Private,446894, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,30, United-States, <=50K -37, State-gov,67083, Some-college,10, Married-civ-spouse, Prof-specialty, Other-relative, Asian-Pac-Islander, Male,0,0,40, Cambodia, <=50K -54, Self-emp-inc,159219, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,40, United-States, >50K -52, Self-emp-inc,168539, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -65, Private,88145, 1st-4th,2, Married-civ-spouse, Handlers-cleaners, Husband, Other, Male,0,0,40,, <=50K -33, Private,150309, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Female,0,0,40, United-States, <=50K -25, Private,122999, Some-college,10, Never-married, Tech-support, Other-relative, White, Male,0,0,40, United-States, <=50K -24, Private,302195, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,45, United-States, <=50K -26, Private,210982, Assoc-voc,11, Separated, Adm-clerical, Unmarried, Black, Female,114,0,40, United-States, <=50K -39, Private,177140, HS-grad,9, Separated, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, >50K -59, Private,113838, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -29, Private,97165, Some-college,10, Never-married, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -47, Private,104301, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,45, United-States, <=50K -23,,192028, Some-college,10, Never-married,, Own-child, White, Female,0,0,35, United-States, <=50K -64, Self-emp-inc,115931, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -21, Private,147280, HS-grad,9, Never-married, Other-service, Own-child, Other, Male,0,0,20, United-States, <=50K -32, Private,185433, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, Black, Female,0,0,40, United-States, >50K -26, Private,599057, HS-grad,9, Never-married, Exec-managerial, Not-in-family, Black, Female,0,0,37, United-States, <=50K -19,,50626, Some-college,10, Never-married,, Own-child, Black, Female,0,0,20, United-States, <=50K -62, Self-emp-not-inc,71467, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,183977, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, >50K -75,,26586, 10th,6, Married-spouse-absent,, Not-in-family, White, Female,0,0,5, United-States, <=50K -45, Self-emp-not-inc,196858, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -31, Private,160594, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1887,50, United-States, >50K -32, Private,65278, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,2580,0,40, United-States, <=50K -24, Private,102258, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,196947, Bachelors,13, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -41, Self-emp-not-inc,233150, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -18, Private,42857, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -44, Private,118059, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, >50K -40, Private,169262, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,3411,0,50, United-States, <=50K -27, Private,95108, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -23, Private,161092, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -21, Private,345253, Some-college,10, Never-married, Adm-clerical, Not-in-family, Other, Male,2174,0,40, United-States, <=50K -37, State-gov,111275, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -65, Self-emp-not-inc,178878, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,48, United-States, <=50K -43, Federal-gov,157237, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -45, Private,155664, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,44, United-States, <=50K -24, State-gov,322658, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -24, Private,208503, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,42, United-States, <=50K -19, Local-gov,223326, Some-college,10, Never-married, Protective-serv, Own-child, White, Male,0,1721,35, United-States, <=50K -37, Private,20308, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,65, United-States, >50K -24, Private,124751, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,35, United-States, <=50K -34, Private,113364, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Germany, <=50K -50, State-gov,196900, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,39, United-States, <=50K -36, Private,168170, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Puerto-Rico, <=50K -39, Private,205338, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -44, Self-emp-not-inc,98806, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,38, United-States, <=50K -45, State-gov,226452, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -32, State-gov,479179, 11th,7, Never-married, Protective-serv, Own-child, White, Male,0,0,40, United-States, <=50K -47, Federal-gov,471990, Masters,14, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,40, United-States, >50K -50, Private,44728, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,33117, Assoc-voc,11, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -19, Private,264876, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -19,,47235, Some-college,10, Never-married,, Own-child, White, Female,0,0,20, United-States, <=50K -28, State-gov,293628, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,10,, <=50K -28, Private,193122, HS-grad,9, Divorced, Sales, Other-relative, White, Male,0,0,50, United-States, <=50K -39, Federal-gov,149347, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, Poland, >50K -21, Private,129172, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,2907,0,40, United-States, <=50K -73, Self-emp-not-inc,151255, Some-college,10, Widowed, Farming-fishing, Not-in-family, White, Female,0,0,75, United-States, <=50K -39, Private,98886, 7th-8th,4, Married-civ-spouse, Other-service, Husband, White, Male,4508,0,40, Mexico, <=50K -25, Private,238673, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -31, Private,137991, Some-college,10, Married-AF-spouse, Sales, Wife, White, Female,0,0,20, United-States, <=50K -51, Private,85942, Some-college,10, Divorced, Sales, Not-in-family, White, Female,0,0,32, United-States, <=50K -39, Private,85783, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,28, United-States, <=50K -31, Private,174789, Bachelors,13, Divorced, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -21, Private,457162, Some-college,10, Never-married, Sales, Own-child, Black, Male,0,0,17, United-States, <=50K -46, Private,176026, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,27828,0,50, United-States, >50K -73, Private,88594, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,35, United-States, <=50K -41, Private,311101, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -20, Private,273989, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -27, Private,370242, Assoc-acdm,12, Never-married, Other-service, Not-in-family, White, Male,0,0,30, United-States, <=50K -24, Private,194630, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,35, United-States, <=50K -20, Private,313817, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,195843, Assoc-voc,11, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -27, Private,203160, Bachelors,13, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,28, United-States, <=50K -33, Private,175856, 11th,7, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -33, Private,75435, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -36, State-gov,291676, 9th,5, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -55, Private,192869, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,36, United-States, <=50K -19, Private,124464, Some-college,10, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -35, Private,98776, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,60, United-States, <=50K -34, Private,107960, 5th-6th,3, Never-married, Machine-op-inspct, Other-relative, Asian-Pac-Islander, Male,0,0,40, Laos, <=50K -62, State-gov,312286, Prof-school,15, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,35, United-States, <=50K -33, Self-emp-not-inc,48520, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -39, Private,224541, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,4386,0,55, Mexico, <=50K -36, Local-gov,237713, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,309990, Bachelors,13, Divorced, Adm-clerical, Unmarried, White, Female,0,0,33, United-States, <=50K -39, Self-emp-not-inc,37019, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -38,,48976, HS-grad,9, Married-civ-spouse,, Wife, White, Female,0,1887,10, United-States, >50K -18, Private,170183, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,10, United-States, <=50K -61, Private,142988, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,45, United-States, >50K -20, Federal-gov,163205, Assoc-voc,11, Never-married, Adm-clerical, Own-child, White, Female,0,0,36, United-States, <=50K -35, Self-emp-not-inc,455379, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,65, United-States, >50K -27, Private,104423, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -66, Private,104936, 10th,6, Widowed, Other-service, Unmarried, White, Female,0,0,38, United-States, <=50K -21, Private,542610, HS-grad,9, Never-married, Transport-moving, Other-relative, Black, Male,0,0,40, United-States, <=50K -20, Private,208117, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,18, United-States, <=50K -34, Private,105141, Some-college,10, Divorced, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -63, Private,156120, 5th-6th,3, Never-married, Priv-house-serv, Not-in-family, White, Female,0,0,50,, <=50K -20,,38455, HS-grad,9, Never-married,, Unmarried, White, Male,0,0,40, United-States, <=50K -31, Private,213339, HS-grad,9, Separated, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -41, Private,177989, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,2051,60, United-States, <=50K -64, State-gov,107732, 1st-4th,2, Married-civ-spouse, Farming-fishing, Husband, Other, Male,0,0,45, Columbia, <=50K -32, Private,312403, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -30, Local-gov,176992, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, >50K -36, Self-emp-not-inc,84294, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,72, United-States, <=50K -22, Private,143062, Some-college,10, Never-married, Farming-fishing, Own-child, White, Male,0,0,12, United-States, <=50K -53, Local-gov,139671, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -50, Private,116814, HS-grad,9, Widowed, Adm-clerical, Not-in-family, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -36, Private,37778, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -41, Self-emp-inc,240900, 11th,7, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -55, Private,202652, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,35, United-States, <=50K -38, Private,52187, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,15024,0,50, United-States, >50K -28, Private,349751, Bachelors,13, Never-married, Exec-managerial, Not-in-family, Black, Male,2174,0,50, United-States, <=50K -24, Local-gov,238384, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,37, United-States, <=50K -60, Private,209844, Some-college,10, Divorced, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -54, Private,333301, 10th,6, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,40, United-States, <=50K -27, Self-emp-inc,214974, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -30, Private,113453, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,30, United-States, <=50K -54, Private,162238, HS-grad,9, Widowed, Transport-moving, Not-in-family, White, Male,0,0,45, United-States, <=50K -44, Private,98779, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,5178,0,40, United-States, >50K -52, Private,165001, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, >50K -18, Private,78528, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -55, Private,353881, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -35, Private,251396, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -37, Private,178100, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, >50K -22, Private,416165, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -45, Private,177536, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, England, >50K -38, Private,203717, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -48, Private,107231, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,106448, Assoc-voc,11, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,196816, Assoc-voc,11, Married-civ-spouse, Craft-repair, Other-relative, White, Male,0,0,50, United-States, <=50K -37, Self-emp-not-inc,191342, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,0,60, Philippines, >50K -18, Private,170194, 11th,7, Never-married, Sales, Own-child, White, Male,0,0,25, United-States, <=50K -26, Private,113587, 10th,6, Divorced, Machine-op-inspct, Own-child, White, Male,0,0,35, United-States, <=50K -48, Self-emp-inc,72425, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -51, Private,217480, Some-college,10, Separated, Adm-clerical, Not-in-family, Black, Male,8614,0,40, United-States, >50K -52, Private,120914, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -32, State-gov,33945, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, >50K -39, Self-emp-not-inc,199753, Bachelors,13, Married-civ-spouse, Other-service, Husband, White, Male,0,0,60, United-States, <=50K -51, Private,144284, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -54, Private,53833, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -21, Private,151158, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,25, United-States, <=50K -43, Private,125577, HS-grad,9, Separated, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -32, Private,242323, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -31, State-gov,195181, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,35, United-States, >50K -73,,145748, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,8, United-States, <=50K -26, Private,341672, Some-college,10, Never-married, Adm-clerical, Other-relative, Asian-Pac-Islander, Male,0,0,60, India, <=50K -35, Private,116369, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -73, Private,113446, 5th-6th,3, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,54, United-States, >50K -25, Self-emp-not-inc,121285, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -58, Self-emp-not-inc,25124, Assoc-voc,11, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,2377,65, United-States, <=50K -32, Private,182274, HS-grad,9, Separated, Other-service, Own-child, White, Female,0,0,37, United-States, <=50K -28, Private,103548, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -41, Self-emp-not-inc,38434, Masters,14, Never-married, Sales, Not-in-family, White, Female,0,0,30, United-States, <=50K -53, Self-emp-not-inc,317313, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, United-States, <=50K -49, Private,177543, HS-grad,9, Separated, Adm-clerical, Unmarried, White, Female,0,0,35, United-States, <=50K -55, Private,139834, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -29, Private,118478, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,7298,0,50, United-States, >50K -28, Self-emp-not-inc,147951, Assoc-voc,11, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,80, United-States, <=50K -44, Private,201734, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -41, Private,198196, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -26, Private,141876, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,3103,0,45, United-States, >50K -23, Private,325179, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -37, Self-emp-not-inc,143774, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, Germany, >50K -23, Private,152328, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,13550,0,50, United-States, >50K -33, Private,479600, Some-college,10, Never-married, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -44, Private,180599, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, >50K -21, Private,448026, Some-college,10, Never-married, Protective-serv, Own-child, White, Male,2907,0,30, United-States, <=50K -36, Private,300333, 11th,7, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, Cuba, <=50K -44, Local-gov,184105, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,5013,0,40, United-States, <=50K -23, Private,202084, HS-grad,9, Never-married, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -26, Private,29515, HS-grad,9, Divorced, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -32, Private,247328, 5th-6th,3, Never-married, Other-service, Not-in-family, White, Male,0,0,40, Mexico, <=50K -31, Private,188246, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, >50K -50, Local-gov,105788, HS-grad,9, Separated, Exec-managerial, Unmarried, Black, Female,6497,0,35, United-States, <=50K -18, Self-emp-inc,352640, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -49, Private,132576, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -59, Private,128829, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Private,93140, HS-grad,9, Separated, Machine-op-inspct, Unmarried, Black, Female,0,0,28, United-States, <=50K -50, Self-emp-inc,155965, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, <=50K -51, Self-emp-inc,335902, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1672,55, United-States, <=50K -22, Private,158522, Some-college,10, Never-married, Machine-op-inspct, Own-child, Asian-Pac-Islander, Male,0,0,35, United-States, <=50K -54, Private,174806, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,40, United-States, >50K -37, Private,32207, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -31, Private,43607, Bachelors,13, Widowed, Adm-clerical, Unmarried, White, Male,0,0,60, United-States, <=50K -67, State-gov,168224, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -43,,180318, 11th,7, Separated,, Other-relative, White, Male,0,0,40, United-States, <=50K -21, Private,311376, Some-college,10, Never-married, Exec-managerial, Other-relative, White, Female,0,0,40, United-States, <=50K -30, Private,101562, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -32, Local-gov,267859, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,50, Cuba, <=50K -36, Private,86143, Assoc-voc,11, Never-married, Craft-repair, Own-child, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -33, Local-gov,217304, Bachelors,13, Never-married, Adm-clerical, Not-in-family, Black, Male,0,0,40, United-States, <=50K -37, Private,410034, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,56, United-States, <=50K -29, Private,293073, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,7298,0,48, United-States, >50K -18,,39493, Some-college,10, Never-married,, Own-child, White, Male,0,0,30, United-States, <=50K -26, Private,247425, Some-college,10, Never-married, Sales, Not-in-family, Black, Male,0,0,40, Haiti, <=50K -51, Private,128338, 7th-8th,4, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,189344, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Mexico, <=50K -18, Private,366154, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,30, United-States, <=50K -52, Private,163051, 12th,8, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,1628,40, United-States, <=50K -31, Private,437200, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, Mexico, <=50K -45, Private,323798, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,53, United-States, >50K -38, Private,182570, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,38, United-States, <=50K -21, Private,200318, Assoc-acdm,12, Never-married, Sales, Not-in-family, White, Female,0,0,35, United-States, <=50K -33, Private,48520, HS-grad,9, Separated, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -39, Private,130007, Some-college,10, Divorced, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -31, Private,166248, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -43, Private,203554, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,50, United-States, >50K -64,,192715, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,1672,10, United-States, <=50K -33, Self-emp-inc,291333, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,45, United-States, >50K -49, Self-emp-not-inc,39140, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -41, Private,266439, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -55, Self-emp-not-inc,126840, Some-college,10, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -52, Private,166419, Some-college,10, Divorced, Adm-clerical, Not-in-family, Black, Female,0,0,37, United-States, <=50K -42, Private,287129, Bachelors,13, Divorced, Prof-specialty, Not-in-family, Black, Male,0,0,40, United-States, <=50K -24, Private,206827, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,30, United-States, <=50K -42, Private,173888, HS-grad,9, Married-spouse-absent, Adm-clerical, Not-in-family, White, Male,0,0,52, United-States, <=50K -41, State-gov,253250, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,40, United-States, >50K -35, Private,337239, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Mexico, <=50K -71,,113445, 5th-6th,3, Married-civ-spouse,, Husband, White, Male,0,0,10, United-States, <=50K -54, Federal-gov,201127, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,42, United-States, >50K -24, Private,403107, 5th-6th,3, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,40, Mexico, <=50K -59,,179078, HS-grad,9, Widowed,, Unmarried, Black, Female,0,0,40, United-States, <=50K -30,,126402, 11th,7, Never-married,, Unmarried, Black, Female,0,0,40, United-States, <=50K -57, Federal-gov,223892, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, >50K -58, State-gov,191318, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,40, United-States, >50K -32, Private,394708, HS-grad,9, Never-married, Other-service, Unmarried, Black, Male,0,0,40, United-States, <=50K -22, Private,119474, HS-grad,9, Never-married, Sales, Own-child, White, Female,1055,0,25, United-States, <=50K -20, Private,419984, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,25, United-States, <=50K -60,,164730, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,190678, HS-grad,9, Divorced, Prof-specialty, Unmarried, Black, Female,0,0,40,, <=50K -26, Local-gov,197897, HS-grad,9, Never-married, Adm-clerical, Own-child, Black, Female,0,0,20, England, <=50K -33, Private,286675, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -19, Private,191986, 10th,6, Never-married, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -50, Self-emp-not-inc,90525, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,15024,0,20, United-States, >50K -32, Private,56150, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -51, Local-gov,248327, Bachelors,13, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, >50K -18, Private,90860, Some-college,10, Never-married, Sales, Own-child, Asian-Pac-Islander, Female,0,0,20, United-States, <=50K -35, Federal-gov,104858, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -22,,228686, Some-college,10, Divorced,, Own-child, White, Male,0,1602,25, United-States, <=50K -46, Private,196707, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,55, United-States, <=50K -37, Private,29430, HS-grad,9, Divorced, Sales, Unmarried, White, Male,0,0,45, United-States, <=50K -45, Private,54038, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,1902,20, United-States, >50K -63, Private,281025, 9th,5, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,32, United-States, <=50K -53, Private,258832, HS-grad,9, Never-married, Other-service, Other-relative, Asian-Pac-Islander, Male,0,0,10, Philippines, <=50K -24, Private,131220, HS-grad,9, Never-married, Adm-clerical, Own-child, Black, Female,0,0,40, United-States, <=50K -65,,190454, 11th,7, Married-civ-spouse,, Husband, White, Male,0,0,29, United-States, <=50K -43, Private,315971, Assoc-acdm,12, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,32,, >50K -47, Private,265097, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,185057, HS-grad,9, Never-married, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -27, Private,169557, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Male,6849,0,40, United-States, <=50K -35, Self-emp-inc,333636, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,75, United-States, <=50K -19, Private,181652, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,24, United-States, <=50K -47, Private,34307, Some-college,10, Separated, Other-service, Not-in-family, White, Female,0,0,35, United-States, <=50K -25, Federal-gov,198813, Bachelors,13, Never-married, Adm-clerical, Unmarried, Black, Female,0,1590,40, United-States, <=50K -59, Local-gov,240030, Prof-school,15, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -28, Private,226089, 10th,6, Never-married, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -17, Private,190941, 10th,6, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -21, Private,160261, Some-college,10, Never-married, Exec-managerial, Own-child, Asian-Pac-Islander, Male,2463,0,50, England, <=50K -31, Private,208458, HS-grad,9, Divorced, Sales, Unmarried, Other, Female,0,0,40, Mexico, <=50K -49, Private,112761, HS-grad,9, Divorced, Handlers-cleaners, Not-in-family, White, Female,0,0,40, United-States, <=50K -48, Local-gov,67716, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,50, United-States, >50K -60, Self-emp-not-inc,121076, Doctorate,16, Divorced, Sales, Not-in-family, White, Male,0,0,20, United-States, <=50K -33, Self-emp-not-inc,182556, 12th,8, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -40, Private,231348, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,55395, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,52, United-States, <=50K -34, Private,344073, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,5013,0,40, United-States, <=50K -38, Federal-gov,318912, Assoc-voc,11, Divorced, Adm-clerical, Own-child, Black, Male,0,0,52, United-States, <=50K -58, Self-emp-not-inc,237546, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,70, United-States, >50K -20, Private,346341, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40,, <=50K -52, Private,305090, Some-college,10, Separated, Sales, Other-relative, White, Female,0,0,55, United-States, <=50K -22, Local-gov,198478, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,321435, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,35, United-States, >50K -39, Private,259716, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,40, Mexico, <=50K -41, Private,191547, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,99999,0,55, United-States, >50K -37,,171482, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,30, United-States, <=50K -56, Private,225927, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,2580,0,40, United-States, <=50K -21, Private,256504, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -29, Private,168526, HS-grad,9, Divorced, Sales, Unmarried, White, Female,0,0,25, United-States, <=50K -45, Private,44489, Assoc-voc,11, Divorced, Other-service, Not-in-family, White, Male,0,0,10, United-States, <=50K -44, Local-gov,159449, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,80, United-States, >50K -54, Private,387540, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -24, Private,314819, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,2174,0,40, United-States, <=50K -40, Private,34722, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -43, State-gov,125831, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,99999,0,60, United-States, >50K -20,,239805, Some-college,10, Never-married,, Not-in-family, White, Male,0,0,16, United-States, <=50K -41, Self-emp-not-inc,264663, 11th,7, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -32, Private,294121, Assoc-voc,11, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -31, Private,83912, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,25, Mexico, <=50K -26, Private,241626, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -50, State-gov,137815, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -62, Self-emp-inc,153891, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,3137,0,40, United-States, <=50K -24, Private,83774, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,2885,0,45, United-States, <=50K -58, Private,199067, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,65, United-States, >50K -44, Self-emp-inc,57233, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -44, Private,211517, 12th,8, Divorced, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -37, Self-emp-inc,132879, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, >50K -65, Self-emp-not-inc,72776, 7th-8th,4, Never-married, Farming-fishing, Not-in-family, White, Male,2964,0,40, United-States, <=50K -33, Private,54318, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -34,,143582, HS-grad,9, Married-spouse-absent,, Not-in-family, Asian-Pac-Islander, Female,0,0,37, Taiwan, <=50K -56, Self-emp-not-inc,174564, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -35, Private,179579, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,48, United-States, >50K -33, Private,187618, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,1741,40, United-States, <=50K -35, Private,186819, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,48, United-States, <=50K -47, Self-emp-not-inc,60087, Some-college,10, Married-spouse-absent, Exec-managerial, Not-in-family, White, Female,0,0,60, United-States, <=50K -35, Self-emp-not-inc,28987, 9th,5, Married-civ-spouse, Craft-repair, Husband, Amer-Indian-Eskimo, Male,0,0,96, United-States, <=50K -56, Private,187355, Some-college,10, Divorced, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -29, Self-emp-inc,218555, Masters,14, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -53, Self-emp-inc,94214, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,7298,0,50, Thailand, >50K -42, Private,204729, Assoc-voc,11, Separated, Sales, Unmarried, Black, Female,0,0,25, United-States, <=50K -20,,281668, Some-college,10, Never-married,, Other-relative, Black, Female,0,0,40, United-States, <=50K -24, Private,236696, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Male,0,0,50, Taiwan, <=50K -33, Private,179747, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,187322, 10th,6, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -38, State-gov,116975, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,1887,50, United-States, >50K -32, Private,205950, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -20, Self-emp-not-inc,190968, 7th-8th,4, Never-married, Craft-repair, Own-child, White, Male,0,0,20, United-States, <=50K -32, Private,160458, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -28, Local-gov,190911, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -51, Private,85382, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, >50K -41, Local-gov,129793, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,30, United-States, <=50K -37, Local-gov,270181, Assoc-acdm,12, Married-spouse-absent, Other-service, Unmarried, Black, Female,0,0,50, United-States, <=50K -23, Private,243723, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,40, United-States, <=50K -40, Private,168113, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -47, Private,652784, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -46, Self-emp-not-inc,315984, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -24, Private,311311, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -40, Private,111336, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, Black, Female,0,0,28, United-States, <=50K -30, Self-emp-not-inc,100252, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Own-child, Asian-Pac-Islander, Male,0,0,60, South, <=50K -41, State-gov,186990, Prof-school,15, Widowed, Prof-specialty, Not-in-family, Other, Female,0,0,52, United-States, >50K -37, State-gov,241633, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, Black, Female,0,0,45, United-States, >50K -49, Federal-gov,252616, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -41, Federal-gov,46366, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, Black, Female,0,0,50, United-States, >50K -52, Local-gov,266138, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,35, United-States, <=50K -23, Private,32732, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -34, Private,361978, HS-grad,9, Divorced, Craft-repair, Unmarried, Black, Female,1471,0,40, United-States, <=50K -25, State-gov,77661, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,2444,40, United-States, >50K -44, Self-emp-inc,60087, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -31, Local-gov,197550, HS-grad,9, Divorced, Prof-specialty, Unmarried, White, Male,0,0,33, United-States, <=50K -53, Private,170701, Bachelors,13, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -62, Private,159822, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -35, Private,211494, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,1876,55, United-States, <=50K -30, Federal-gov,340899, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -48, State-gov,224752, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -36, Private,102568, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, >50K -32, Private,220690, 11th,7, Divorced, Other-service, Not-in-family, White, Male,0,0,33, United-States, <=50K -22, Private,303170, Some-college,10, Never-married, Priv-house-serv, Own-child, White, Female,0,0,28, United-States, <=50K -17,,143331, 11th,7, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -19, Private,192162, HS-grad,9, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -26, Private,201635, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -20,,55263, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -56, State-gov,133728, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,35, United-States, >50K -45, Private,347025, 7th-8th,4, Widowed, Other-service, Unmarried, White, Female,0,0,21, United-States, <=50K -23, Private,110998, Some-college,10, Never-married, Adm-clerical, Own-child, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -31, Private,122347, HS-grad,9, Separated, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Private,127875, 11th,7, Never-married, Sales, Unmarried, White, Female,0,0,8, United-States, <=50K -42, Private,167534, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,5013,0,35, United-States, <=50K -27, State-gov,152560, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -37, Private,265144, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -31, Private,302679, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,60, United-States, <=50K -33, Private,290763, Bachelors,13, Separated, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -64, Private,86837, Preschool,1, Married-civ-spouse, Handlers-cleaners, Husband, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -32, Private,147118, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -62,,103575, HS-grad,9, Married-civ-spouse,, Husband, White, Male,5178,0,40, United-States, >50K -37, Private,169469, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,189334, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -49, Private,139571, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,4064,0,40, United-States, <=50K -36, Private,111545, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,40, United-States, >50K -67, Private,72776, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,10566,0,15, United-States, <=50K -54, Private,307973, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, >50K -45, Local-gov,211666, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, >50K -30, Private,143766, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -39, State-gov,112812, HS-grad,9, Married-civ-spouse, Protective-serv, Other-relative, White, Female,0,0,40, United-States, <=50K -57, Private,43290, 10th,6, Divorced, Other-service, Not-in-family, Amer-Indian-Eskimo, Female,0,0,20, United-States, <=50K -57, Private,111385, 10th,6, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -23, Self-emp-not-inc,145744, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -49, Local-gov,126754, HS-grad,9, Married-civ-spouse, Other-service, Other-relative, White, Male,0,0,40, Italy, <=50K -46, State-gov,54260, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,10, United-States, >50K -41, State-gov,34895, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Female,0,0,43, United-States, <=50K -44, Private,166740, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,45, United-States, <=50K -25, Private,143062, Bachelors,13, Never-married, Other-service, Own-child, White, Female,2463,0,30, United-States, <=50K -34, Local-gov,191957, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,45, United-States, >50K -24, Private,109456, Bachelors,13, Never-married, Sales, Own-child, White, Male,0,0,25, United-States, <=50K -32, Private,198183, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,45, United-States, <=50K -27, Local-gov,157449, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,50, United-States, >50K -67, Private,53874, 12th,8, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, Cuba, <=50K -36, Private,191754, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,320071, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Male,0,1408,48, United-States, <=50K -24, Private,164574, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -46, Private,185870, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,1902,40, United-States, >50K -44, State-gov,165745, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,38, United-States, <=50K -23, Self-emp-not-inc,40323, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -46, Private,199378, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,90, United-States, <=50K -31, Private,289889, Assoc-voc,11, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -21, Local-gov,152200, Some-college,10, Married-civ-spouse, Protective-serv, Own-child, Black, Male,0,0,40, United-States, <=50K -61, Private,198231, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -71, Self-emp-not-inc,28865, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,15, United-States, <=50K -42, Private,26915, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -27,,108926, Some-college,10, Married-civ-spouse,, Husband, Black, Male,0,0,5, United-States, <=50K -21, State-gov,204034, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,16, United-States, <=50K -21, Private,243368, Preschool,1, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,25, Mexico, <=50K -28, Local-gov,191088, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Female,2354,0,60, United-States, <=50K -27, Local-gov,194515, Assoc-acdm,12, Never-married, Prof-specialty, Own-child, Black, Female,0,0,37, United-States, <=50K -32, Private,28984, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,2001,25, United-States, <=50K -47, Private,125892, HS-grad,9, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -22, Private,37932, Assoc-acdm,12, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,35, England, <=50K -56, Private,249751, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,191948, HS-grad,9, Married-civ-spouse, Other-service, Other-relative, White, Female,0,0,40, United-States, <=50K -30, Private,97306, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -22, Private,176178, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,25, United-States, <=50K -28, Private,142764, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,7688,0,45, United-States, >50K -50, Private,148431, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -66, State-gov,148380, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,1424,0,10, United-States, <=50K -38, Private,314890, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,46, United-States, <=50K -62, Private,177493, 12th,8, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,30, United-States, <=50K -36, Federal-gov,327435, Masters,14, Divorced, Tech-support, Not-in-family, White, Female,0,0,40, United-States, >50K -47, Private,275967, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, <=50K -25, Private,176520, HS-grad,9, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -26, Private,186463, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,50380, 11th,7, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -70, Self-emp-not-inc,323987, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,8, United-States, <=50K -52, Private,192445, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -70, Private,142851, 9th,5, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,18, United-States, <=50K -19, State-gov,42750, HS-grad,9, Never-married, Protective-serv, Own-child, White, Male,0,0,40, United-States, <=50K -23, Private,199011, 11th,7, Never-married, Craft-repair, Own-child, White, Male,0,0,3, United-States, <=50K -37, Private,98644, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,16,, >50K -37, Private,173963, 11th,7, Separated, Sales, Unmarried, Black, Female,0,0,40, United-States, <=50K -45, State-gov,284763, Some-college,10, Divorced, Prof-specialty, Unmarried, Black, Female,0,0,40, United-States, <=50K -29, Private,108775, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -56, Self-emp-not-inc,233312, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,20, Poland, <=50K -50, Private,197826, Masters,14, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,123007, HS-grad,9, Never-married, Adm-clerical, Other-relative, White, Male,0,2001,30, United-States, <=50K -26, Private,264012, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -41, Self-emp-inc,214247, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,2415,60, United-States, >50K -21, Private,200121, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -48, Self-emp-not-inc,138069, 5th-6th,3, Married-civ-spouse, Craft-repair, Husband, White, Male,0,2042,50, United-States, <=50K -22, Private,33551, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -37, State-gov,89083, Assoc-acdm,12, Married-civ-spouse, Other-service, Husband, White, Male,0,0,35, United-States, <=50K -47, Private,369438, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,30, United-States, >50K -61, Private,93997, Bachelors,13, Divorced, Sales, Unmarried, White, Male,0,0,40, United-States, <=50K -47, Local-gov,169699, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -37, Private,115429, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,25, United-States, <=50K -46, State-gov,96652, Assoc-voc,11, Separated, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -42, Self-emp-not-inc,103759, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,48, United-States, <=50K -41, Private,54422, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -33, Local-gov,107215, 9th,5, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,194630, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,35, United-States, <=50K -27, Private,102142, Assoc-acdm,12, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -40, Federal-gov,134638, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,39, United-States, <=50K -56, Private,46920, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -35, Federal-gov,207973, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, Canada, <=50K -24, Private,208946, Assoc-voc,11, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -73, Self-emp-not-inc,252431, Some-college,10, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,1, United-States, <=50K -36, Private,251730, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -31, Private,301251, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -50,,137632, HS-grad,9, Married-civ-spouse,, Husband, Black, Male,0,0,45, Haiti, <=50K -36, Private,197274, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, Black, Male,0,0,40, United-States, <=50K -37, Private,106043, HS-grad,9, Married-civ-spouse, Sales, Husband, Black, Male,0,0,40, United-States, >50K -26, Private,195636, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,55, United-States, <=50K -20, Private,237956, HS-grad,9, Never-married, Protective-serv, Own-child, White, Male,0,0,40, Cuba, <=50K -58, Private,31532, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -45, State-gov,276157, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -33,,207668, Bachelors,13, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -31, Private,142921, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -44, Private,217039, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,60, United-States, >50K -19, Local-gov,259169, Some-college,10, Never-married, Prof-specialty, Own-child, White, Female,0,0,30, United-States, <=50K -54, Private,409173, HS-grad,9, Married-civ-spouse, Tech-support, Husband, Black, Male,0,0,50, Puerto-Rico, >50K -31, State-gov,73161, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1740,40, United-States, <=50K -27, Private,241431, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, <=50K -36, Private,151764, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,5178,0,40, United-States, >50K -47, Federal-gov,131726, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Male,0,1876,40, United-States, <=50K -35, Private,334291, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -42, Private,67243, 1st-4th,2, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,55, Portugal, >50K -45, Private,370261, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -70, Private,573446, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,1455,0,40, United-States, <=50K -27, Local-gov,189775, 12th,8, Never-married, Other-service, Own-child, Black, Female,0,0,44, United-States, <=50K -36, Private,312206, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -23, Private,86939, HS-grad,9, Married-spouse-absent, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -25, Private,221757, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -45, Self-emp-not-inc,213140, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,7688,0,45, United-States, >50K -24, Private,308673, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,30, United-States, <=50K -90, Private,149069, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,1825,50, United-States, >50K -50, Private,69345, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,1902,44, United-States, >50K -37, Private,112158, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,7688,0,99, United-States, >50K -31, Private,386299, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -17, Private,61838, 11th,7, Never-married, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -26, Private,290286, Some-college,10, Never-married, Adm-clerical, Not-in-family, Black, Male,0,0,38, United-States, <=50K -41, Private,143069, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -50, Self-emp-inc,145714, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -45, Self-emp-not-inc,285570, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,80, United-States, <=50K -54, Self-emp-not-inc,399705, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, >50K -54, Private,186224, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,172918, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -22, Private,198270, HS-grad,9, Married-civ-spouse, Sales, Other-relative, White, Female,0,0,38, United-States, <=50K -43, Private,307767, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -19,,208630, HS-grad,9, Never-married,, Own-child, White, Female,0,0,30, United-States, <=50K -30, Private,169002, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -31,,186369, 9th,5, Divorced,, Unmarried, White, Female,0,0,40, United-States, <=50K -42, Private,99203, HS-grad,9, Separated, Craft-repair, Not-in-family, White, Male,3325,0,40, United-States, <=50K -48, Private,197836, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -56, Private,140136, Some-college,10, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,35, United-States, >50K -21, Local-gov,402230, Some-college,10, Never-married, Adm-clerical, Unmarried, White, Male,0,0,36, United-States, <=50K -45, Private,167159, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,116409, Prof-school,15, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -38, Local-gov,105161, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,30, United-States, <=50K -34, Private,263908, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -29, Private,189565, HS-grad,9, Divorced, Protective-serv, Own-child, White, Male,0,0,40, United-States, <=50K -24, Private,224059, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -79,,27457, Masters,14, Never-married,, Not-in-family, White, Female,0,0,23, United-States, <=50K -35, Private,240988, Assoc-acdm,12, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,55, United-States, <=50K -39, Self-emp-not-inc,41017, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,70, United-States, <=50K -73, Self-emp-not-inc,214498, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,12, United-States, <=50K -57, Private,186361, Assoc-voc,11, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -35, Self-emp-inc,165799, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -60, Private,266983, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,32, United-States, <=50K -19,,165416, Some-college,10, Never-married,, Own-child, Black, Female,0,0,40, United-States, <=50K -54, Private,226497, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -53, Self-emp-not-inc,99516, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,177287, Some-college,10, Never-married, Exec-managerial, Other-relative, White, Female,0,0,40, United-States, <=50K -57, Self-emp-not-inc,27385, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,48, United-States, >50K -27, Self-emp-not-inc,147452, 10th,6, Never-married, Sales, Own-child, White, Female,0,0,48, United-States, <=50K -25, Private,144334, HS-grad,9, Never-married, Exec-managerial, Own-child, Black, Male,0,0,40, United-States, <=50K -38, Private,217926, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -48, Private,153312, Some-college,10, Married-civ-spouse, Sales, Husband, Black, Male,0,0,60, United-States, >50K -24, Private,126822, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Female,0,0,45, United-States, <=50K -67, Self-emp-inc,51415, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,171886, HS-grad,9, Never-married, Other-service, Own-child, Black, Male,0,0,35, United-States, <=50K -38, Private,216319, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,40, China, >50K -54, Private,279337, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -20, Self-emp-not-inc,115085, Some-college,10, Never-married, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -57, Private,453233, 10th,6, Separated, Exec-managerial, Not-in-family, White, Male,0,0,55, United-States, <=50K -34, Federal-gov,400943, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,44, United-States, <=50K -34, Private,226883, HS-grad,9, Separated, Craft-repair, Unmarried, White, Male,0,0,49, United-States, <=50K -80, Private,138050, HS-grad,9, Married-spouse-absent, Machine-op-inspct, Not-in-family, White, Female,0,0,16, United-States, <=50K -40, Private,204585, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,40, United-States, <=50K -19, Local-gov,220558, 11th,7, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,35, United-States, <=50K -35, Private,198841, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,56, United-States, <=50K -21, Private,67244, HS-grad,9, Never-married, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -59, Local-gov,75785, 11th,7, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -53, Private,85423, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -41, Self-emp-not-inc,134724, Assoc-voc,11, Married-civ-spouse, Other-service, Wife, White, Female,3103,0,40, United-States, >50K -59, Private,109567, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,55, United-States, <=50K -21,,132053, Some-college,10, Never-married,, Own-child, White, Female,0,0,35, United-States, <=50K -52, Private,157413, 1st-4th,2, Divorced, Farming-fishing, Not-in-family, Black, Male,0,0,40, United-States, <=50K -48, Private,238567, 5th-6th,3, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, Mexico, <=50K -24, Private,153133, 12th,8, Never-married, Machine-op-inspct, Own-child, Black, Male,0,0,40, United-States, <=50K -49, Private,186256, Prof-school,15, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -19, Private,260265, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,50, United-States, <=50K -50, Private,131819, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -39, Private,141584, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, >50K -25, Private,245121, HS-grad,9, Married-civ-spouse, Other-service, Wife, Black, Female,0,0,40, United-States, <=50K -66, Private,22502, 7th-8th,4, Divorced, Other-service, Other-relative, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -30, Private,23778, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,4416,0,40, United-States, <=50K -49, Private,380922, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,80, United-States, >50K -40, Self-emp-not-inc,173651, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -38, Private,191137, 10th,6, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,217006, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -51, State-gov,22211, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,37, United-States, >50K -23, Local-gov,57711, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, Germany, <=50K -60, Self-emp-not-inc,123190, 9th,5, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1887,67, United-States, >50K -44, Private,110028, HS-grad,9, Divorced, Sales, Not-in-family, White, Male,27828,0,60, United-States, >50K -53, Self-emp-not-inc,174102, Prof-school,15, Divorced, Prof-specialty, Unmarried, White, Male,25236,0,60, United-States, >50K -66, Self-emp-not-inc,183249, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,20, United-States, >50K -18,,240183, HS-grad,9, Never-married,, Own-child, White, Female,0,0,45, United-States, <=50K -44, Local-gov,49665, Assoc-voc,11, Divorced, Machine-op-inspct, Unmarried, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -38, Private,210438, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, >50K -30, Private,53373, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -36, Private,295706, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,3674,0,42, United-States, <=50K -38, Local-gov,273457, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -31, Federal-gov,165949, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,45, United-States, <=50K -26, Private,142152, 11th,7, Never-married, Transport-moving, Not-in-family, White, Female,0,0,35, United-States, <=50K -23, Private,189203, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,25, United-States, <=50K -58, State-gov,179089, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -44, Self-emp-not-inc,53956, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,3137,0,40, United-States, <=50K -59, Self-emp-inc,77816, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,40, United-States, >50K -36, Local-gov,74593, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,196158, Some-college,10, Divorced, Other-service, Not-in-family, White, Female,8614,0,52, United-States, >50K -17, Private,28544, 11th,7, Never-married, Sales, Not-in-family, White, Female,0,0,20, United-States, <=50K -59, Local-gov,662460, 10th,6, Widowed, Prof-specialty, Unmarried, White, Female,0,0,15, United-States, <=50K -22, Private,152328, Some-college,10, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K -40, Private,120277, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -36, Private,180278, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Black, Male,0,0,40, United-States, <=50K -19,,426589, HS-grad,9, Never-married,, Own-child, White, Female,0,0,15, United-States, <=50K -49, Private,111558, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,1977,25, United-States, >50K -18,,243203, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, Puerto-Rico, <=50K -38, Self-emp-not-inc,195686, HS-grad,9, Separated, Exec-managerial, Unmarried, White, Male,0,0,25, United-States, <=50K -48, Private,226696, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -53,,118058, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, >50K -33, Private,172237, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,46, United-States, <=50K -34, Self-emp-not-inc,114074, Assoc-voc,11, Widowed, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -41, Federal-gov,171589, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50,, >50K -20,,184271, Assoc-acdm,12, Never-married,, Own-child, White, Female,594,0,20, United-States, <=50K -58, Local-gov,218724, HS-grad,9, Widowed, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -52, Private,134190, 10th,6, Divorced, Transport-moving, Unmarried, White, Male,0,0,40, United-States, <=50K -45, Local-gov,181964, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1887,47, United-States, >50K -37, Private,385330, 7th-8th,4, Separated, Other-service, Unmarried, Black, Male,0,0,40, United-States, <=50K -48, Private,242406, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Dominican-Republic, <=50K -40, Federal-gov,107584, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -29, Private,127892, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -33, Private,160261, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, Asian-Pac-Islander, Male,0,0,10, United-States, <=50K -51,,285200, HS-grad,9, Married-civ-spouse,, Husband, White, Male,2105,0,24, United-States, <=50K -48, Private,153254, HS-grad,9, Married-civ-spouse, Tech-support, Husband, Black, Male,0,0,48, United-States, <=50K -36, Self-emp-not-inc,294672, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, <=50K -31, Private,145924, Some-college,10, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,35, United-States, <=50K -41, Self-emp-not-inc,280005, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -29, Federal-gov,66893, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -20, Private,47039, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -53, Federal-gov,36186, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,40, United-States, >50K -37, Private,159383, HS-grad,9, Divorced, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -28, Private,192010, Bachelors,13, Married-civ-spouse, Other-service, Wife, White, Female,0,0,35, United-States, <=50K -27, Private,216479, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -57,,274680, Preschool,1, Separated,, Not-in-family, White, Male,0,0,40, United-States, <=50K -23, Private,211345, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, Nicaragua, <=50K -25, Private,203561, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,56, United-States, >50K -63, Private,170815, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,38, United-States, <=50K -65, Self-emp-not-inc,200565, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,18, United-States, <=50K -77, Private,89655, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -32, Private,234195, HS-grad,9, Divorced, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -40, Private,98466, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -67, Private,191437, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -35, Private,77792, HS-grad,9, Married-civ-spouse, Other-service, Wife, Asian-Pac-Islander, Female,0,0,40,, <=50K -24, Local-gov,134181, Masters,14, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -53, State-gov,195690, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,50, United-States, >50K -37, Self-emp-inc,94869, Masters,14, Divorced, Prof-specialty, Not-in-family, Black, Male,4787,0,40, United-States, >50K -44, State-gov,267464, Some-college,10, Separated, Tech-support, Own-child, Black, Female,0,0,40, United-States, <=50K -25,,257006, 11th,7, Divorced,, Unmarried, White, Female,0,0,40, United-States, <=50K -17, Private,81010, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -47, Private,54260, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1887,60, United-States, >50K -62, Federal-gov,171995, 10th,6, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,2829,0,40, United-States, <=50K -39, Private,245665, Assoc-acdm,12, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,60, United-States, <=50K -18,,35855, 11th,7, Never-married,, Own-child, White, Male,0,0,30, United-States, <=50K -32, State-gov,189838, Some-college,10, Divorced, Prof-specialty, Other-relative, White, Female,0,0,40, United-States, <=50K -25, Private,629900, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, Black, Female,0,0,40, United-States, >50K -30, Private,84119, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,65, United-States, >50K -47, Private,47343, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -40, Private,103614, 10th,6, Divorced, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -38, Private,303092, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -41, State-gov,124520, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -21, Private,220857, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,20, United-States, <=50K -32, State-gov,247481, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,48, United-States, >50K -54, Private,283281, 7th-8th,4, Never-married, Craft-repair, Not-in-family, Black, Male,0,0,50, United-States, <=50K -31, Private,25610, Preschool,1, Never-married, Handlers-cleaners, Not-in-family, Amer-Indian-Eskimo, Male,0,0,25, United-States, <=50K -42, Private,13769, Assoc-voc,11, Divorced, Prof-specialty, Unmarried, White, Male,0,0,40, United-States, <=50K -23, Private,283969, 10th,6, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, Mexico, <=50K -18, Private,185522, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,33, United-States, <=50K -65,,173309, 7th-8th,4, Widowed,, Not-in-family, White, Female,401,0,12, United-States, <=50K -37, Private,144005, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -53, State-gov,205949, Assoc-acdm,12, Divorced, Adm-clerical, Unmarried, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -50, Private,158948, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,84, United-States, <=50K -64, Private,240357, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, >50K -55, Private,243929, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -63, Private,201700, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,7298,0,40, United-States, >50K -53, Private,208402, Some-college,10, Divorced, Adm-clerical, Unmarried, Other, Female,4865,0,45, Mexico, <=50K -18, Private,120599, 11th,7, Never-married, Adm-clerical, Unmarried, White, Male,0,0,40, United-States, <=50K -33, Private,231826, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Mexico, <=50K -62, Private,499971, 11th,7, Widowed, Handlers-cleaners, Not-in-family, Black, Female,0,0,40, United-States, <=50K -56, Private,227972, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,48, Germany, >50K -58, State-gov,299680, Masters,14, Married-civ-spouse, Adm-clerical, Husband, White, Male,15024,0,43, United-States, >50K -33, Private,231822, 10th,6, Separated, Sales, Unmarried, White, Female,0,0,38, United-States, <=50K -58, Private,185459, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, <=50K -44, Private,90582, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -81, Private,184615, 7th-8th,4, Widowed, Machine-op-inspct, Unmarried, White, Female,1264,0,40, United-States, <=50K -28, Private,173858, HS-grad,9, Never-married, Craft-repair, Other-relative, Asian-Pac-Islander, Male,0,0,35, China, <=50K -28, Private,132326, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -43, Private,315037, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -51, Private,175122, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -23, Private,239577, Some-college,10, Never-married, Prof-specialty, Own-child, White, Male,0,0,52, United-States, <=50K -48, Self-emp-not-inc,96975, HS-grad,9, Separated, Other-service, Unmarried, White, Female,0,0,45, United-States, <=50K -45, Self-emp-inc,61885, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,48, United-States, >50K -48, Private,185870, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,70, United-States, <=50K -37, State-gov,142282, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,16, United-States, <=50K -34, Private,334744, Masters,14, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,50, United-States, >50K -63, Self-emp-not-inc,201600, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,1902,60, United-States, >50K -38, Private,34378, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,180271, HS-grad,9, Never-married, Tech-support, Own-child, White, Male,0,0,40, United-States, <=50K -33, Private,123833, 9th,5, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -47, Private,213304, 5th-6th,3, Separated, Other-service, Unmarried, White, Female,0,0,40, El-Salvador, <=50K -30, Private,296538, 9th,5, Divorced, Farming-fishing, Own-child, White, Male,0,0,30, United-States, <=50K -35, Private,391937, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -54, Self-emp-inc,175339, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,2415,40, United-States, >50K -26, Private,60726, Masters,14, Never-married, Exec-managerial, Not-in-family, Black, Male,6849,0,50, United-States, <=50K -39, Private,191103, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,54, United-States, <=50K -34, State-gov,32174, HS-grad,9, Separated, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -55, Private,176219, Bachelors,13, Married-civ-spouse, Machine-op-inspct, Husband, Asian-Pac-Islander, Male,0,0,40, India, <=50K -33, Self-emp-not-inc,294434, Assoc-voc,11, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,76, United-States, >50K -17, Private,310885, 7th-8th,4, Never-married, Other-service, Own-child, White, Male,0,0,36, Mexico, <=50K -27, Private,171133, 10th,6, Never-married, Other-service, Own-child, White, Female,0,0,38, United-States, <=50K -53, Private,162951, 9th,5, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,41, United-States, >50K -43, Private,223934, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -22, Private,23940, HS-grad,9, Never-married, Exec-managerial, Not-in-family, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -52, Private,88073, Bachelors,13, Divorced, Tech-support, Unmarried, White, Female,0,0,50, United-States, <=50K -60, Private,57371, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -55, Self-emp-not-inc,73684, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,15024,0,65, United-States, >50K -39, Private,107164, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -29, Private,120126, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1848,40, United-States, >50K -41, Self-emp-not-inc,54611, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,7298,0,50, United-States, >50K -61, Private,131117, HS-grad,9, Widowed, Transport-moving, Unmarried, White, Female,0,0,40, Puerto-Rico, <=50K -71, Federal-gov,101676, 10th,6, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,403965, Some-college,10, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,35, United-States, <=50K -33, Private,177083, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, Canada, <=50K -52, Private,173987, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -40, Private,352080, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, >50K -26,,102400, HS-grad,9, Married-civ-spouse,, Own-child, White, Male,0,0,40, United-States, <=50K -31, Local-gov,378426, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,99, Columbia, <=50K -42, Private,210857, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,50, United-States, >50K -63, Private,165775, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,21, United-States, <=50K -53, Private,295896, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -34, State-gov,238944, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -48, Private,149640, Some-college,10, Separated, Craft-repair, Unmarried, White, Male,1506,0,40, Honduras, <=50K -67,,106175, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,20, United-States, >50K -49, Private,191320, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,24, United-States, <=50K -28, Local-gov,134771, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,55, United-States, <=50K -51,,295538, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -44, Private,120277, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,60, United-States, >50K -27, Private,82393, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Asian-Pac-Islander, Male,0,0,40, Philippines, >50K -49, Private,146121, 5th-6th,3, Married-spouse-absent, Machine-op-inspct, Unmarried, Asian-Pac-Islander, Female,0,0,20, Vietnam, <=50K -34, Private,162544, 7th-8th,4, Never-married, Priv-house-serv, Own-child, White, Female,0,0,30, United-States, <=50K -27, Self-emp-not-inc,216178, Bachelors,13, Never-married, Craft-repair, Own-child, White, Male,0,0,35, United-States, <=50K -38, Self-emp-not-inc,248694, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,36, United-States, <=50K -24, Private,219140, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -29, Private,360401, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,1719,48, United-States, <=50K -39, Private,319962, HS-grad,9, Divorced, Sales, Other-relative, White, Female,0,0,40, United-States, <=50K -50, Private,115284, Masters,14, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -42, Private,29702, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,42, United-States, >50K -63,,107085, HS-grad,9, Widowed,, Not-in-family, White, Female,0,0,7, United-States, <=50K -44, State-gov,204361, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -58, Private,218312, HS-grad,9, Divorced, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -25, Private,182332, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,50, United-States, <=50K -23, Private,127876, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,35, United-States, <=50K -20, Private,316702, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -46, Self-emp-not-inc,292549, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -21, Private,203178, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,35, United-States, <=50K -63, Private,180099, 10th,6, Separated, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -38, Private,154541, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,4386,0,40, United-States, >50K -27, Private,95465, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,55, United-States, <=50K -41, Private,171839, Masters,14, Married-civ-spouse, Other-service, Wife, White, Female,0,0,50, United-States, >50K -43, Private,115562, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,99999,0,50, United-States, >50K -39, State-gov,42478, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -48,,117054, 5th-6th,3, Divorced,, Not-in-family, White, Male,0,0,99, United-States, <=50K -56, Self-emp-inc,124137, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,45, United-States, >50K -44, State-gov,107503, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,5013,0,60, United-States, <=50K -24, Private,70261, Some-college,10, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -49, Private,367037, Assoc-acdm,12, Divorced, Adm-clerical, Not-in-family, White, Female,4650,0,40, United-States, <=50K -38, Private,258339, Assoc-voc,11, Married-civ-spouse, Other-service, Husband, White, Male,0,0,70, Iran, <=50K -36, Self-emp-not-inc,269509, HS-grad,9, Divorced, Sales, Not-in-family, White, Male,0,0,35, United-States, <=50K -27, State-gov,301302, Doctorate,16, Married-spouse-absent, Tech-support, Not-in-family, White, Male,0,0,20,, <=50K -50, Private,369367, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -46, Private,224582, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,52, United-States, <=50K -41, Local-gov,343591, Bachelors,13, Separated, Prof-specialty, Unmarried, White, Female,0,0,10, United-States, <=50K -45,,53540, 11th,7, Divorced,, Unmarried, Black, Female,0,0,16, United-States, <=50K -46, Private,153536, 12th,8, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -65,,91262, HS-grad,9, Married-civ-spouse,, Husband, Asian-Pac-Islander, Male,0,0,48, United-States, >50K -44, Private,238574, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -35, Private,247558, Some-college,10, Divorced, Tech-support, Not-in-family, White, Male,0,0,50, United-States, <=50K -44, Self-emp-not-inc,188278, Assoc-acdm,12, Divorced, Exec-managerial, Unmarried, Black, Female,0,0,45, United-States, <=50K -51, Private,194995, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -74, Local-gov,168782, 7th-8th,4, Widowed, Other-service, Not-in-family, White, Female,0,0,35, United-States, <=50K -32, Private,287229, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,35, United-States, <=50K -22, Private,202153, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,30, United-States, <=50K -58,,230586, 10th,6, Widowed,, Unmarried, Black, Female,0,0,40, United-States, <=50K -47, Private,115358, HS-grad,9, Divorced, Exec-managerial, Unmarried, Black, Female,0,0,40, United-States, <=50K -32, Private,78283, 12th,8, Never-married, Transport-moving, Unmarried, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -64, Federal-gov,168854, Some-college,10, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,25, United-States, <=50K -44, Private,222011, Masters,14, Divorced, Prof-specialty, Unmarried, White, Female,0,0,25, United-States, >50K -59, Private,157749, Bachelors,13, Widowed, Exec-managerial, Unmarried, White, Male,0,3004,40, United-States, >50K -34, Private,203814, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,35, United-States, <=50K -54, Private,74660, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Male,0,0,40, Canada, >50K -33, Private,292603, Some-college,10, Divorced, Other-service, Not-in-family, Black, Female,0,0,30, Dominican-Republic, <=50K -44, Private,172364, 1st-4th,2, Married-civ-spouse, Transport-moving, Wife, White, Female,3908,0,60, United-States, <=50K -31, Private,305619, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -30, State-gov,157990, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -18, Private,120243, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,17, United-States, <=50K -56, Self-emp-not-inc,296991, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, England, >50K -24, Private,174845, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -23, Private,180475, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -51, Private,152652, 11th,7, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -24, Private,172941, Bachelors,13, Never-married, Prof-specialty, Unmarried, Black, Male,0,0,20, United-States, <=50K -39, Federal-gov,450770, HS-grad,9, Never-married, Handlers-cleaners, Unmarried, Black, Male,0,0,40, United-States, <=50K -49, Self-emp-not-inc,166003, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -22,,204935, HS-grad,9, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -42, State-gov,60949, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,45, United-States, <=50K -51, Local-gov,181132, Masters,14, Separated, Prof-specialty, Not-in-family, White, Male,0,0,39, United-States, >50K -20, Private,408988, Some-college,10, Never-married, Sales, Own-child, White, Female,594,0,24, United-States, <=50K -49, Private,169515, 10th,6, Never-married, Machine-op-inspct, Not-in-family, Black, Female,0,0,40, United-States, <=50K -31, Private,250087, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -41, Private,208613, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Private,225172, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -20,,125905, Some-college,10, Never-married,, Own-child, White, Male,0,0,30, United-States, <=50K -35, Private,165007, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,4386,0,42, United-States, >50K -46, Private,165346, Masters,14, Divorced, Exec-managerial, Unmarried, White, Female,0,0,8, United-States, <=50K -35, Private,37655, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,60, United-States, <=50K -21, Private,172047, Some-college,10, Never-married, Tech-support, Own-child, White, Male,0,0,20, United-States, <=50K -45, Private,178530, 12th,8, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -37, Local-gov,347491, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -45, Self-emp-inc,208049, Assoc-acdm,12, Divorced, Exec-managerial, Not-in-family, White, Female,0,1590,40, United-States, <=50K -18, Private,111019, 10th,6, Never-married, Other-service, Own-child, White, Male,0,0,24, United-States, <=50K -53, Self-emp-not-inc,163826, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -24, Local-gov,117023, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -35, Private,281982, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,150025, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, Puerto-Rico, <=50K -50, Private,176215, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,7688,0,56, United-States, >50K -38, Private,166062, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,50, United-States, <=50K -34, Local-gov,28568, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -53, Private,53833, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,32, United-States, >50K -46, Private,219967, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,15024,0,45, United-States, >50K -50, Private,309017, Some-college,10, Divorced, Sales, Unmarried, White, Male,0,0,45, United-States, <=50K -45, Private,353083, Some-college,10, Separated, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -29, Private,257992, Assoc-voc,11, Never-married, Sales, Own-child, Black, Male,0,0,23, United-States, <=50K -41, Private,283174, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,99999,0,40, United-States, >50K -43, Self-emp-not-inc,185413, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,50, United-States, >50K -29, Private,207513, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,56, United-States, <=50K -53, Private,56213, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -24, Private,100961, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -35, Private,51700, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,199224, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,30, United-States, <=50K -43, Local-gov,70055, Assoc-voc,11, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,56, United-States, <=50K -38, Private,183683, 10th,6, Married-spouse-absent, Other-service, Not-in-family, White, Male,0,0,45, United-States, <=50K -64, Private,45868, 7th-8th,4, Separated, Priv-house-serv, Not-in-family, Other, Female,0,0,35, Mexico, <=50K -37, Private,94706, Bachelors,13, Never-married, Prof-specialty, Own-child, Amer-Indian-Eskimo, Male,27828,0,40, United-States, >50K -48, Private,322183, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,35, United-States, >50K -27, Self-emp-not-inc,226976, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -45, Private,262678, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,135056, Masters,14, Widowed, Prof-specialty, Not-in-family, White, Female,10520,0,38, United-States, >50K -33,,148380, Bachelors,13, Married-civ-spouse,, Wife, White, Female,3103,0,60, United-States, >50K -42, Private,270710, 9th,5, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -29, Private,166220, Bachelors,13, Never-married, Sales, Own-child, White, Female,0,0,50, United-States, <=50K -29, Private,229803, HS-grad,9, Married-spouse-absent, Transport-moving, Not-in-family, Black, Male,0,0,49, Haiti, <=50K -71, Self-emp-inc,172652, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,30, United-States, <=50K -29, Federal-gov,204796, 10th,6, Separated, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -23, State-gov,186634, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,16, United-States, <=50K -28, Private,106672, Bachelors,13, Never-married, Sales, Own-child, White, Male,0,0,2, United-States, <=50K -55, Private,135339, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,40, China, >50K -47, State-gov,287547, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, <=50K -21,,197583, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -33, Private,159737, HS-grad,9, Separated, Handlers-cleaners, Unmarried, Black, Female,0,0,40, United-States, <=50K -35, Local-gov,252217, 12th,8, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -42, Self-emp-inc,202466, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,45, United-States, >50K -33, Private,123031, HS-grad,9, Married-spouse-absent, Adm-clerical, Unmarried, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -30, Private,226296, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -37, Private,232036, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -19,,233779, HS-grad,9, Never-married,, Own-child, White, Male,0,0,25, United-States, <=50K -21,,152328, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -46, Self-emp-not-inc,481987, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,35, United-States, <=50K -42, Private,107563, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -28, Private,184806, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,58, United-States, <=50K -36, Private,188850, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -39, Private,127573, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -27, Private,72443, HS-grad,9, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -57, Private,142080, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, Black, Female,0,0,38, United-States, >50K -50, Private,143353, HS-grad,9, Divorced, Priv-house-serv, Unmarried, Black, Female,0,0,12, United-States, <=50K -63, Private,172433, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1887,40, United-States, >50K -44, Private,67874, Some-college,10, Divorced, Sales, Unmarried, White, Male,0,625,50, United-States, <=50K -38, Private,415578, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -30, Self-emp-not-inc,370498, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -20, Private,140513, Some-college,10, Never-married, Adm-clerical, Own-child, Black, Female,0,0,25, United-States, <=50K -44, Self-emp-not-inc,193882, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -24, Private,289909, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -26, Private,284078, Some-college,10, Never-married, Transport-moving, Not-in-family, White, Male,2354,0,40, United-States, <=50K -42, Self-emp-not-inc,83953, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,70, United-States, <=50K -54, Private,167380, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -45, State-gov,112761, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,45, United-States, <=50K -37, Private,420040, 1st-4th,2, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, Mexico, <=50K -30, Federal-gov,42900, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -36, Private,32086, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,7298,0,40, United-States, >50K -19, Private,291181, 9th,5, Never-married, Other-service, Own-child, White, Female,0,0,50, Mexico, <=50K -22, Private,71009, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -65, Federal-gov,200764, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -52,,133336, 10th,6, Divorced,, Not-in-family, White, Male,0,0,25, United-States, <=50K -36, Self-emp-not-inc,166193, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,30, United-States, <=50K -22, Private,240229, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -28, Private,334032, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -30, State-gov,184901, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -47, Private,132912, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -29, Private,217290, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -36, Private,184655, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,242739, Bachelors,13, Divorced, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -52, Private,279344, Masters,14, Married-civ-spouse, Exec-managerial, Wife, White, Female,15024,0,60, United-States, >50K -62, Private,166691, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -42, Private,154374, Masters,14, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, >50K -33, Private,31740, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -17, Private,129396, 11th,7, Never-married, Sales, Other-relative, White, Female,0,0,26, United-States, <=50K -54, Private,195015, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -41, Private,187431, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, Black, Male,0,0,40, United-States, <=50K -45, State-gov,259087, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,45, United-States, <=50K -37, State-gov,62428, Some-college,10, Never-married, Prof-specialty, Unmarried, Black, Female,0,0,15, United-States, <=50K -21, Private,77572, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, Asian-Pac-Islander, Female,0,0,34, South, <=50K -29, Private,245402, Bachelors,13, Divorced, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -18, State-gov,201117, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -18,,36779, 11th,7, Never-married,, Own-child, White, Female,0,0,20, United-States, <=50K -62, Private,177028, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, Black, Male,0,0,40, United-States, <=50K -19, Private,106306, Some-college,10, Never-married, Craft-repair, Own-child, White, Female,0,0,20, United-States, <=50K -62, Private,101582, 7th-8th,4, Widowed, Machine-op-inspct, Unmarried, White, Female,0,0,35, United-States, <=50K -58, Local-gov,158357, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -34, Private,377850, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,50, United-States, <=50K -62, Private,207443, 11th,7, Never-married, Machine-op-inspct, Other-relative, White, Male,0,0,50, United-States, <=50K -23, Private,130959, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,12, United-States, <=50K -37, Private,112497, Bachelors,13, Married-spouse-absent, Exec-managerial, Unmarried, White, Male,4934,0,50, United-States, >50K -42, Private,190545, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,46, United-States, <=50K -21, Private,114292, 11th,7, Never-married, Other-service, Unmarried, White, Male,0,0,40, United-States, <=50K -41, Private,75171, Bachelors,13, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -27, Private,312939, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -37, Private,52870, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,174947, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, >50K -62, Local-gov,106069, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,298696, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -33, Private,392812, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,50, United-States, >50K -53, Private,117932, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -64, Private,135527, Assoc-voc,11, Divorced, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -60, Private,135158, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,15024,0,48, United-States, >50K -47, Private,54260, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -45, State-gov,28171, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,150324, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,109494, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,5178,0,45, United-States, >50K -57, Private,204209, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,3103,0,40, United-States, >50K -19, Private,328167, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,35, United-States, <=50K -26, Private,157617, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,40,, <=50K -63, Self-emp-inc,180955, 5th-6th,3, Married-civ-spouse, Sales, Husband, White, Male,0,0,25, United-States, <=50K -42, Private,478373, Assoc-acdm,12, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Self-emp-not-inc,245090, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,50, United-States, >50K -34, Private,209900, 10th,6, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K -20,,228649, Some-college,10, Never-married,, Own-child, White, Male,0,0,30, United-States, <=50K -35, Private,190297, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,44780, Bachelors,13, Married-civ-spouse, Sales, Wife, White, Female,0,0,8, United-States, >50K -52, State-gov,32372, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,137184, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -67, Private,366425, Doctorate,16, Divorced, Exec-managerial, Not-in-family, White, Male,99999,0,60, United-States, >50K -26, Private,160307, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,2001,40, United-States, <=50K -58, Private,170480, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -48, Private,224393, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -25, Private,173212, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -25, Private,86646, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,4865,0,48, United-States, <=50K -25, Private,108683, Some-college,10, Never-married, Handlers-cleaners, Unmarried, White, Male,0,0,50, United-States, <=50K -18, Private,70021, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,12, United-States, <=50K -36, Private,192939, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -45, Self-emp-not-inc,144086, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -34, Private,97614, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -68, Self-emp-inc,260198, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -37, Private,486194, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,50, Guatemala, <=50K -21, Private,112225, Some-college,10, Never-married, Exec-managerial, Own-child, Asian-Pac-Islander, Male,0,0,15, United-States, <=50K -49, Private,164200, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -39, Local-gov,52401, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, <=50K -41, Private,195821, Doctorate,16, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,1902,40, United-States, >50K -35, Private,108140, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -29, Local-gov,187981, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -29,,108126, 9th,5, Separated,, Own-child, White, Female,0,0,40, United-States, <=50K -54, Local-gov,168212, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,40, United-States, >50K -32, Self-emp-not-inc,198613, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,45,, >50K -18, Private,52098, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,30, United-States, <=50K -30, Private,509364, Some-college,10, Married-civ-spouse, Adm-clerical, Own-child, White, Male,0,0,40, United-States, >50K -66,,128614, 10th,6, Married-civ-spouse,, Husband, White, Male,0,0,15, United-States, >50K -23, Local-gov,238384, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -36, Private,317434, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, <=50K -34, Private,158688, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, <=50K -39, Self-emp-not-inc,267412, Assoc-voc,11, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -26, Local-gov,391074, 10th,6, Never-married, Handlers-cleaners, Own-child, Black, Male,0,0,40, United-States, <=50K -78, Private,135692, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,78529, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -51, Private,117700, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -33, Local-gov,83413, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,50, United-States, >50K -44,,210875, 11th,7, Divorced,, Not-in-family, Black, Female,0,0,40, United-States, <=50K -34, Private,108023, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -33, Self-emp-not-inc,103435, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,50, United-States, >50K -28, Private,632733, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -55, Private,266019, 9th,5, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,0,0,4, United-States, <=50K -30, Private,41210, Assoc-voc,11, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,45, United-States, <=50K -45, Private,125892, HS-grad,9, Married-spouse-absent, Craft-repair, Not-in-family, White, Male,0,0,40, Poland, <=50K -46, Private,135339, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, >50K -17, Private,272372, 11th,7, Never-married, Adm-clerical, Own-child, White, Female,0,0,7, United-States, <=50K -40, Private,291300, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Puerto-Rico, <=50K -44, Local-gov,157473, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, >50K -56, Private,329948, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -69, Self-emp-inc,264722, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -41, Private,132853, 1st-4th,2, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, Mexico, <=50K -47, Local-gov,216586, 11th,7, Divorced, Other-service, Not-in-family, Black, Male,0,0,40, United-States, <=50K -33, Private,504725, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,3464,0,40, Mexico, <=50K -25, State-gov,150083, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,20, United-States, <=50K -42, Private,188789, 7th-8th,4, Widowed, Handlers-cleaners, Not-in-family, White, Female,0,0,35, United-States, <=50K -65,,101427, Bachelors,13, Married-civ-spouse,, Husband, White, Male,2653,0,30, United-States, <=50K -24, Private,103277, Assoc-voc,11, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -48, Federal-gov,191013, Bachelors,13, Widowed, Prof-specialty, Unmarried, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -82, Self-emp-inc,220667, 7th-8th,4, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -36, Private,188800, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -34, Private,24361, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Female,10520,0,40, United-States, >50K -28, Private,82910, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -65, Private,105586, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,20051,0,40, United-States, >50K -66, Self-emp-not-inc,240294, Some-college,10, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,60, United-States, <=50K -40, Private,21755, Some-college,10, Never-married, Craft-repair, Other-relative, Amer-Indian-Eskimo, Male,0,0,30, United-States, <=50K -66, Private,73522, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40,, <=50K -37, Private,222450, 5th-6th,3, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, El-Salvador, <=50K -34, Private,35595, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -41, Self-emp-not-inc,239061, Masters,14, Widowed, Prof-specialty, Not-in-family, White, Female,0,0,20, United-States, <=50K -43, Private,122473, Masters,14, Married-civ-spouse, Exec-managerial, Wife, Black, Female,0,1977,50, United-States, >50K -20, Private,190290, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,45, Canada, <=50K -59, Private,193375, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,10, United-States, <=50K -48, Private,148576, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -45, State-gov,72896, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -28, Private,180299, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, United-States, <=50K -43, Private,221550, Bachelors,13, Separated, Adm-clerical, Unmarried, White, Female,0,0,35, United-States, <=50K -18, Private,183011, Some-college,10, Never-married, Other-service, Own-child, Black, Female,0,0,15, Haiti, <=50K -34,,370209, HS-grad,9, Divorced,, Not-in-family, White, Male,0,0,40, United-States, <=50K -55, Self-emp-inc,298449, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,2179,60, United-States, <=50K -21, Local-gov,300812, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -47, Private,173938, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -45, Private,282172, Assoc-acdm,12, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -61, Private,87300, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -23, Private,64520, 10th,6, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -44, State-gov,119567, Masters,14, Separated, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -45, Private,117310, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,50, United-States, >50K -35, State-gov,28738, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,4101,0,40, United-States, <=50K -17,,99695, 10th,6, Never-married,, Own-child, White, Female,0,0,15, United-States, <=50K -49, Private,366089, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -40, Private,234397, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, Black, Male,0,0,40, United-States, >50K -28, Self-emp-not-inc,132686, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -33, Self-emp-inc,196963, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,60, United-States, <=50K -31, State-gov,46492, Assoc-voc,11, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -38, Local-gov,274245, Assoc-acdm,12, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -62, Private,360032, 10th,6, Divorced, Sales, Not-in-family, White, Female,0,0,35, United-States, <=50K -40, Private,144778, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -61, Private,142245, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -42, Federal-gov,178074, Masters,14, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,1902,40, United-States, >50K -19,,218171, Some-college,10, Never-married,, Own-child, Asian-Pac-Islander, Male,0,0,2, South, <=50K -32, Local-gov,130242, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, <=50K -52, Private,98980, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -34, Private,284629, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,114591, Assoc-acdm,12, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, >50K -30, Private,134639, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,8614,0,45, United-States, >50K -27, Private,134890, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,199545, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,35, United-States, <=50K -32, Private,227282, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -47, Self-emp-inc,308241, Bachelors,13, Divorced, Exec-managerial, Unmarried, White, Female,0,0,60, United-States, >50K -43, Private,214781, Some-college,10, Never-married, Adm-clerical, Unmarried, White, Male,0,0,38, United-States, >50K -50, Local-gov,173630, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,36, United-States, >50K -42, Federal-gov,348059, Assoc-acdm,12, Separated, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, >50K -31, Private,208785, 11th,7, Never-married, Craft-repair, Not-in-family, White, Male,0,0,30, United-States, <=50K -43, Private,151809, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,30, United-States, <=50K -37, Private,71592, HS-grad,9, Never-married, Other-service, Other-relative, Asian-Pac-Islander, Female,0,0,17, United-States, <=50K -58, Private,132704, Bachelors,13, Divorced, Adm-clerical, Not-in-family, White, Male,3325,0,40, United-States, <=50K -32, Private,250583, Some-college,10, Divorced, Sales, Not-in-family, White, Female,0,0,38, United-States, <=50K -35, Private,114765, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,38, United-States, >50K -40, Self-emp-not-inc,194924, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -39, Self-emp-not-inc,73471, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,1573,45, United-States, <=50K -51, Private,250423, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, >50K -42, Private,145441, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -27, Private,86681, Some-college,10, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -69, Private,188643, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,1429,30, United-States, <=50K -74, Private,68326, Assoc-voc,11, Widowed, Priv-house-serv, Not-in-family, White, Female,0,0,40, United-States, <=50K -36, Private,382859, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,43, United-States, >50K -23,,211968, Some-college,10, Never-married,, Own-child, White, Female,0,0,23, Iran, <=50K -48, Local-gov,132368, 5th-6th,3, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,196123, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -68, Private,178066, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,1797,0,24, United-States, <=50K -40, State-gov,105936, Prof-school,15, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -23, Private,306639, 9th,5, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -48, Private,26502, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -47, Local-gov,204698, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -55, Private,118057, HS-grad,9, Widowed, Craft-repair, Unmarried, White, Male,0,0,51, United-States, <=50K -22, State-gov,199266, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,17, United-States, <=50K -49, Private,248145, HS-grad,9, Married-civ-spouse, Craft-repair, Other-relative, White, Male,0,0,40, Nicaragua, <=50K -51, Private,239284, HS-grad,9, Widowed, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -42, Self-emp-inc,188738, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,40, United-States, >50K -31, Private,209101, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -67, Local-gov,197816, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,24, United-States, <=50K -27,,60726, Bachelors,13, Never-married,, Not-in-family, Black, Male,0,0,45, United-States, <=50K -59, Self-emp-not-inc,211678, Masters,14, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,15, United-States, <=50K -66, Private,304957, HS-grad,9, Widowed, Priv-house-serv, Unmarried, White, Female,0,0,25, United-States, <=50K -28, Private,278552, Assoc-voc,11, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,60, United-States, >50K -33, Self-emp-not-inc,79303, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -44, Local-gov,64632, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,55, United-States, <=50K -39, Private,560313, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,45, United-States, >50K -39, Local-gov,174597, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,42, United-States, <=50K -46, Private,139946, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,38, United-States, >50K -19, Private,277695, Preschool,1, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,36, Mexico, <=50K -44, Self-emp-not-inc,138471, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -24, Private,320615, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,2205,40, United-States, <=50K -48, Private,164954, HS-grad,9, Never-married, Other-service, Own-child, Black, Female,0,0,42, United-States, <=50K -27, Private,263728, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,3137,0,50, United-States, <=50K -44, Private,103980, Some-college,10, Divorced, Prof-specialty, Own-child, White, Male,3325,0,35, United-States, <=50K -30, Private,159442, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,35, Ireland, <=50K -32, Federal-gov,113838, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -49, Private,28171, Masters,14, Married-civ-spouse, Protective-serv, Husband, White, Male,15024,0,78, United-States, >50K -37, Self-emp-not-inc,227253, Preschool,1, Married-civ-spouse, Sales, Husband, White, Male,0,0,30, Mexico, <=50K -24, Private,211129, Bachelors,13, Never-married, Exec-managerial, Other-relative, White, Female,0,0,60, United-States, >50K -19, Private,120003, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -20, Private,245182, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,10, United-States, <=50K -25, Private,188767, Assoc-acdm,12, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,45, United-States, <=50K -29, Private,227890, Some-college,10, Divorced, Machine-op-inspct, Not-in-family, Black, Male,0,0,40, United-States, <=50K -43, Private,131650, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -35, Local-gov,258725, Assoc-acdm,12, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -47, Local-gov,127678, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,48, United-States, >50K -53, Private,110747, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,409246, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, >50K -32, Private,128829, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -36, Private,170031, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -55, Self-emp-not-inc,150917, 7th-8th,4, Married-civ-spouse, Sales, Husband, White, Male,0,0,80, United-States, <=50K -41, Private,197372, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,70, United-States, <=50K -49, Self-emp-not-inc,43479, Doctorate,16, Divorced, Prof-specialty, Unmarried, White, Male,0,0,63, Canada, >50K -36, Private,166549, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -62, Private,119684, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,2829,0,28, United-States, <=50K -44, Private,651702, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,72, United-States, <=50K -69, Self-emp-not-inc,199829, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1258,40, United-States, <=50K -22, Private,86745, Some-college,10, Never-married, Adm-clerical, Own-child, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -36, Private,644278, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,25, United-States, <=50K -58, Private,31137, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,3464,0,60, United-States, <=50K -32, Private,104525, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,2407,0,40, United-States, <=50K -19,,91278, Some-college,10, Never-married,, Own-child, White, Male,0,0,25, United-States, <=50K -27, Private,111361, Some-college,10, Divorced, Sales, Unmarried, White, Female,0,0,35, United-States, <=50K -19,,291692, Some-college,10, Never-married,, Own-child, White, Male,0,0,28, United-States, <=50K -35, Private,228881, HS-grad,9, Never-married, Craft-repair, Other-relative, Other, Male,0,0,40, Puerto-Rico, <=50K -58, Private,152731, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -18, Private,178310, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -48, Self-emp-not-inc,116360, Assoc-voc,11, Divorced, Tech-support, Other-relative, Black, Female,0,0,10, United-States, <=50K -22, Private,535852, 10th,6, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, Mexico, <=50K -39, Private,30828, HS-grad,9, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -47, Self-emp-not-inc,39518, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -23, Private,445758, 5th-6th,3, Never-married, Handlers-cleaners, Unmarried, White, Male,0,0,40, Mexico, <=50K -40, Private,222504, Assoc-voc,11, Never-married, Prof-specialty, Own-child, White, Female,0,0,36, United-States, <=50K -35, Private,357619, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, Germany, <=50K -20,,121389, Some-college,10, Never-married,, Own-child, White, Male,0,0,32, United-States, <=50K -41, Private,228847, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -27, Private,118598, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, Black, Female,0,0,35, United-States, <=50K -58, Private,49893, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -38, Private,452353, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -40, State-gov,285000, Bachelors,13, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -29, Private,263300, HS-grad,9, Separated, Priv-house-serv, Unmarried, Black, Female,0,0,55, United-States, <=50K -28, State-gov,132675, Assoc-voc,11, Never-married, Exec-managerial, Not-in-family, Black, Female,0,0,40, Germany, <=50K -35, Private,175232, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -18, Private,257421, 12th,8, Never-married, Machine-op-inspct, Own-child, Black, Female,0,0,40, United-States, <=50K -29, Private,196227, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -25, Private,34965, Some-college,10, Never-married, Sales, Other-relative, White, Male,0,0,40, United-States, <=50K -65, Private,475775, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,22, United-States, <=50K -19, Private,196857, 11th,7, Never-married, Adm-clerical, Own-child, White, Female,594,0,15, United-States, <=50K -37, Private,159917, 9th,5, Separated, Other-service, Unmarried, White, Female,0,0,25, United-States, <=50K -22, Private,212803, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -70, Private,118902, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, Scotland, <=50K -21, Local-gov,166827, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,32, United-States, <=50K -21, Private,180060, Some-college,10, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -23, Private,47218, Some-college,10, Never-married, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -46, Private,73541, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -33, State-gov,150688, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,50, India, >50K -36, Private,207824, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,7298,0,40, United-States, >50K -42, Self-emp-inc,198282, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -52, Private,206359, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -55,,125659, HS-grad,9, Married-civ-spouse,, Wife, White, Female,0,0,6, United-States, >50K -60, Local-gov,129193, Some-college,10, Widowed, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K -57, Local-gov,167457, 7th-8th,4, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -35, Private,455469, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, >50K -24, Private,206891, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -37, Private,269323, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, >50K -45, Local-gov,187715, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -48, Federal-gov,71376, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -22, Private,268707, 11th,7, Married-civ-spouse, Machine-op-inspct, Other-relative, White, Male,0,0,42, United-States, <=50K -45, Private,215620, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -32, Private,158438, HS-grad,9, Divorced, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -35, Private,209629, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -22, Private,121076, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -34, Private,97933, 9th,5, Separated, Adm-clerical, Unmarried, White, Female,0,0,38, United-States, <=50K -25, Private,177423, HS-grad,9, Never-married, Other-service, Not-in-family, Asian-Pac-Islander, Male,4416,0,45, Philippines, <=50K -39, Private,185520, Some-college,10, Never-married, Farming-fishing, Not-in-family, White, Female,0,0,40, United-States, <=50K -44, Federal-gov,38321, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -33, Private,213307, 1st-4th,2, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,40, Mexico, <=50K -48, Private,328581, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, <=50K -58, Private,177368, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,148903, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,60, United-States, <=50K -53, Self-emp-not-inc,385520, HS-grad,9, Widowed, Farming-fishing, Unmarried, White, Female,0,0,55, United-States, <=50K -25, Self-emp-not-inc,193716, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -21, Private,238899, Bachelors,13, Never-married, Sales, Own-child, Black, Female,0,0,30, United-States, <=50K -36, Private,209993, 5th-6th,3, Married-civ-spouse, Priv-house-serv, Wife, White, Female,0,0,40, El-Salvador, <=50K -51, State-gov,136060, HS-grad,9, Widowed, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -26, Local-gov,192944, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -41, Private,29927, Assoc-voc,11, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -23, Local-gov,200593, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -20, Private,311376, Some-college,10, Never-married, Exec-managerial, Own-child, White, Female,0,0,25, United-States, <=50K -58, Private,206814, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,7688,0,50, United-States, >50K -21, Private,278391, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,25, Nicaragua, <=50K -32, Private,364657, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -54,,120781, Doctorate,16, Married-spouse-absent,, Unmarried, Asian-Pac-Islander, Male,0,0,20, India, <=50K -62, Private,175080, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -29,,522241, Some-college,10, Married-civ-spouse,, Wife, White, Female,0,0,40, United-States, <=50K -43, Private,161240, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -20, Private,162282, Some-college,10, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,60, United-States, <=50K -23, Private,199419, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -26, Private,171114, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -33, Private,208855, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -30, Private,381030, Some-college,10, Never-married, Craft-repair, Not-in-family, Black, Male,0,0,40, United-States, <=50K -63, Private,219337, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,3471,0,45, United-States, <=50K -45, Private,180010, HS-grad,9, Divorced, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -39, Private,189382, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -26, Private,121712, HS-grad,9, Never-married, Handlers-cleaners, Unmarried, White, Male,0,0,30, United-States, <=50K -28,,192257, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,5, United-States, <=50K -20,,68620, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -39, Private,352188, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -34, Private,398874, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,42, United-States, <=50K -33, Private,191930, HS-grad,9, Never-married, Other-service, Other-relative, Black, Male,0,0,50, United-States, <=50K -26, Private,269168, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -20,,123536, Some-college,10, Never-married,, Not-in-family, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -40, Private,173651, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -49, Private,149337, HS-grad,9, Separated, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -64, Private,146674, HS-grad,9, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,40,, >50K -65, Private,173483, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,35, United-States, <=50K -19, Private,223669, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -47, Private,182177, Some-college,10, Divorced, Protective-serv, Unmarried, White, Female,0,0,23, United-States, <=50K -24, Private,109414, Some-college,10, Never-married, Sales, Other-relative, Asian-Pac-Islander, Male,0,0,20, India, <=50K -55, Self-emp-inc,150917, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,45, United-States, >50K -61, Self-emp-not-inc,39128, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, <=50K -47, Local-gov,103540, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -64, Private,110212, HS-grad,9, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,40, United-States, <=50K -37, Private,222450, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,2339,40, El-Salvador, <=50K -21,,113760, HS-grad,9, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -40,,253717, 11th,7, Married-civ-spouse,, Wife, White, Female,0,0,16, United-States, <=50K -25, Private,306908, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -41, Self-emp-not-inc,263871, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, <=50K -40, State-gov,55294, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -21, Private,174063, Assoc-voc,11, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -54, State-gov,258735, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -47, Private,275867, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,154235, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,35, United-States, <=50K -32, Local-gov,210448, Some-college,10, Married-civ-spouse, Craft-repair, Other-relative, White, Male,0,0,40, United-States, <=50K -32, Private,337908, Some-college,10, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,30, United-States, <=50K -26, State-gov,205333, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,10, United-States, <=50K -23, Private,187447, Some-college,10, Separated, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -27, Private,153589, 9th,5, Separated, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -29, Local-gov,149988, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -43, Private,398959, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -23,,194096, Some-college,10, Never-married,, Own-child, White, Female,0,0,30, United-States, <=50K -39, Private,44041, Assoc-acdm,12, Married-spouse-absent, Adm-clerical, Other-relative, White, Male,0,0,60, United-States, <=50K -22, Private,208946, Assoc-acdm,12, Never-married, Sales, Own-child, White, Male,0,0,30,, <=50K -47, Private,202117, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,37, United-States, <=50K -34, Local-gov,303129, HS-grad,9, Divorced, Transport-moving, Not-in-family, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -35, Private,215419, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,45, United-States, <=50K -20, Private,175069, Some-college,10, Never-married, Sales, Own-child, White, Male,1055,0,30, United-States, <=50K -36, Federal-gov,20469, HS-grad,9, Divorced, Adm-clerical, Unmarried, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -52, Private,254680, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,99, United-States, <=50K -38, Self-emp-inc,46385, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,178463, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -18, Private,229296, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,35, United-States, <=50K -38, Private,179352, Assoc-acdm,12, Married-spouse-absent, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -56, Self-emp-not-inc,177368, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,50, United-States, >50K -30, Private,156015, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -35, State-gov,308945, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, >50K -60, Self-emp-not-inc,119575, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -20, Private,332689, 5th-6th,3, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Mexico, <=50K -18, Private,150817, 12th,8, Never-married, Protective-serv, Own-child, White, Female,0,0,45, United-States, <=50K -19, Private,50941, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,15, United-States, <=50K -53, Federal-gov,59664, HS-grad,9, Married-civ-spouse, Sales, Husband, Black, Male,5013,0,40, United-States, <=50K -18, Private,56613, Some-college,10, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,20, United-States, <=50K -44, Private,162372, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, Puerto-Rico, <=50K -57, Private,77927, 5th-6th,3, Divorced, Other-service, Not-in-family, Asian-Pac-Islander, Female,0,0,37, United-States, <=50K -36,,157278, Some-college,10, Never-married,, Not-in-family, White, Female,0,0,40, United-States, <=50K -40, Self-emp-not-inc,170214, Bachelors,13, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,70, Iran, <=50K -33, Private,76493, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, >50K -19, Private,130431, 5th-6th,3, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,36, Mexico, <=50K -40, State-gov,23037, Some-college,10, Never-married, Other-service, Own-child, Amer-Indian-Eskimo, Male,0,0,84, United-States, <=50K -20, Self-emp-not-inc,176321, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -47, Private,105449, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,65, United-States, >50K -41, Private,157217, HS-grad,9, Separated, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -47, Federal-gov,382532, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1887,40, United-States, >50K -23, Private,250918, Some-college,10, Never-married, Other-service, Not-in-family, Black, Male,0,0,30, United-States, <=50K -49, State-gov,139268, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,70, United-States, >50K -37, Self-emp-not-inc,200352, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -67, Private,267915, HS-grad,9, Divorced, Craft-repair, Not-in-family, Black, Male,0,0,40, United-States, <=50K -24, Private,376474, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,153047, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -29, Private,154236, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,4386,0,58, United-States, >50K -22,,261881, 11th,7, Never-married,, Other-relative, Black, Female,0,0,15, United-States, <=50K -26, Private,427744, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -33, Self-emp-not-inc,100580, Some-college,10, Married-civ-spouse, Other-service, Wife, White, Female,0,0,10, United-States, <=50K -23, Private,238179, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,2339,45, United-States, <=50K -37, State-gov,272471, Some-college,10, Widowed, Transport-moving, Unmarried, White, Female,0,0,40, United-States, <=50K -30, Private,259058, Masters,14, Divorced, Prof-specialty, Unmarried, White, Male,0,1726,40, United-States, <=50K -41, Private,112656, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -23, Private,197286, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -47, Federal-gov,26145, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,314440, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -39, Private,57691, HS-grad,9, Separated, Exec-managerial, Not-in-family, White, Male,0,2258,70, United-States, <=50K -33, Private,301251, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, >50K -25, Private,243410, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Female,0,0,40, United-States, <=50K -40, Private,119008, HS-grad,9, Separated, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -67, Private,169435, 9th,5, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -55, Private,200327, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,18, United-States, <=50K -69, Private,31501, Assoc-voc,11, Widowed, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -34, Private,223327, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,1672,42, United-States, <=50K -52, Private,191130, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,40, United-States, >50K -22,,191561, Some-college,10, Married-civ-spouse,, Wife, White, Female,0,0,30, United-States, <=50K -47, Private,245724, Bachelors,13, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -45, Private,194134, Assoc-voc,11, Never-married, Other-service, Unmarried, White, Female,0,0,40, Mexico, <=50K -23, Private,140764, Bachelors,13, Never-married, Sales, Own-child, White, Female,0,1590,40, United-States, <=50K -41, Self-emp-not-inc,189941, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -32, Private,149368, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -57, Local-gov,237546, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -34, Private,211051, Bachelors,13, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -44, State-gov,307468, Assoc-voc,11, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,50, United-States, >50K -46, Self-emp-not-inc,27847, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, United-States, >50K -60, Private,39263, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Female,3325,0,35, United-States, <=50K -46, Local-gov,183610, Masters,14, Separated, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -32, Self-emp-inc,235847, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,52, United-States, <=50K -44, Local-gov,32627, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1887,60, United-States, >50K -43, Private,42026, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -48, Federal-gov,72808, 11th,7, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,42, United-States, <=50K -55, Private,377113, Bachelors,13, Married-civ-spouse, Transport-moving, Husband, White, Male,15024,0,60, United-States, >50K -24, Private,176389, Bachelors,13, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -65, Private,71075, Some-college,10, Divorced, Sales, Not-in-family, White, Female,0,0,20, United-States, <=50K -51, Self-emp-inc,110327, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, >50K -42, State-gov,392167, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -36, Private,130808, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -19, Private,351757, 10th,6, Never-married, Other-service, Unmarried, White, Male,0,0,30, El-Salvador, <=50K -24, Self-emp-not-inc,345420, 7th-8th,4, Never-married, Farming-fishing, Other-relative, White, Male,0,0,50, United-States, <=50K -52, Private,220984, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,236834, 9th,5, Never-married, Priv-house-serv, Not-in-family, White, Female,0,0,35, Mexico, <=50K -42, Private,153489, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,330850, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,70, United-States, <=50K -53, Private,337195, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -35, Private,214816, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,36, United-States, <=50K -20, Private,92863, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -38, Private,226894, Bachelors,13, Never-married, Exec-managerial, Not-in-family, Black, Male,13550,0,40, United-States, >50K -46, Private,40666, Bachelors,13, Divorced, Exec-managerial, Other-relative, White, Male,0,0,40, United-States, <=50K -18,,142043, 11th,7, Never-married,, Other-relative, White, Male,0,0,15, United-States, <=50K -58, Private,105239, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Other-relative, White, Male,0,0,40, United-States, <=50K -41, Private,112763, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,35, United-States, <=50K -66, Self-emp-not-inc,219220, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,2653,0,40, United-States, <=50K -38, State-gov,168223, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -29, Private,175639, Some-college,10, Divorced, Other-service, Unmarried, White, Female,0,0,28, United-States, <=50K -39, Private,167482, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -44, Local-gov,178417, HS-grad,9, Married-civ-spouse, Protective-serv, Own-child, White, Male,0,0,40, United-States, >50K -26, Local-gov,33604, HS-grad,9, Never-married, Handlers-cleaners, Own-child, Amer-Indian-Eskimo, Male,0,0,25, United-States, <=50K -27, Private,62082, Bachelors,13, Never-married, Sales, Own-child, Other, Male,0,0,38, United-States, <=50K -29, Private,149902, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,80, United-States, <=50K -29, Private,74784, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,70, United-States, <=50K -47, Self-emp-inc,54260, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -62,,119986, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,60, United-States, >50K -29, Local-gov,165218, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,55, United-States, <=50K -52, Local-gov,192853, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Other, Male,0,0,40, Jamaica, >50K -27, Private,56299, 11th,7, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,40, United-States, <=50K -53,,394690, Some-college,10, Married-civ-spouse,, Wife, White, Female,0,0,5, United-States, <=50K -29, Private,208406, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -62, Private,165827, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -72, Private,249559, HS-grad,9, Widowed, Priv-house-serv, Not-in-family, White, Female,0,0,25, United-States, <=50K -27, Private,151382, HS-grad,9, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -38, Private,161141, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, <=50K -27, Private,57092, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,45, United-States, <=50K -49, Private,116927, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,60, United-States, <=50K -56, Private,133876, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -52, Self-emp-inc,229259, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -22, Private,338162, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, Black, Female,0,0,40, United-States, <=50K -37, Federal-gov,38948, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -55, Private,169276, HS-grad,9, Divorced, Machine-op-inspct, Other-relative, Black, Male,0,0,40, United-States, <=50K -38, State-gov,364803, Some-college,10, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,65, United-States, <=50K -45, Private,302677, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,0,1340,50, United-States, <=50K -35, Private,235485, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -21, Private,91189, Some-college,10, Never-married, Sales, Unmarried, White, Male,0,0,60, United-States, <=50K -54, Federal-gov,149596, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,45, United-States, <=50K -19, Private,89211, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -48, State-gov,241854, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -41, Private,213351, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,74631, 9th,5, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -56, Private,128696, 11th,7, Married-civ-spouse, Tech-support, Wife, Black, Female,0,0,40, United-States, <=50K -49, Private,141069, HS-grad,9, Divorced, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -17,,347248, 10th,6, Never-married,, Own-child, White, Female,0,0,20, United-States, <=50K -45, Private,176947, 7th-8th,4, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -46, Private,274200, HS-grad,9, Divorced, Farming-fishing, Not-in-family, White, Male,0,0,50, United-States, <=50K -39, Private,94036, HS-grad,9, Divorced, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -52,,188431, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,45, United-States, <=50K -34, Local-gov,176802, 11th,7, Separated, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -65,,258973, Some-college,10, Widowed,, Not-in-family, White, Female,401,0,14, United-States, <=50K -46, Private,235646, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,175883, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -48, Private,154430, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,35, United-States, <=50K -71, Private,258126, 9th,5, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,39, Cuba, <=50K -26, Federal-gov,337575, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, >50K -47, Self-emp-inc,308241, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, United-States, <=50K -21,,162165, Some-college,10, Never-married,, Not-in-family, White, Female,0,0,43, United-States, <=50K -23, Private,298623, HS-grad,9, Never-married, Transport-moving, Own-child, Black, Male,0,0,40, United-States, <=50K -65, Private,270935, HS-grad,9, Widowed, Craft-repair, Not-in-family, White, Male,0,0,55, United-States, <=50K -60, Private,338833, HS-grad,9, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,38, United-States, <=50K -19,,341631, HS-grad,9, Never-married,, Other-relative, White, Female,0,0,25, United-States, <=50K -35, Private,233786, HS-grad,9, Never-married, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -32, Private,366876, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -36, State-gov,183279, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,38, United-States, <=50K -41, Federal-gov,29606, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, Amer-Indian-Eskimo, Female,0,0,40, United-States, >50K -24, Local-gov,137300, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,20, United-States, <=50K -45, Private,184070, HS-grad,9, Never-married, Machine-op-inspct, Own-child, Black, Female,0,0,40, United-States, <=50K -48, Private,188610, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, United-States, >50K -20, Private,41356, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,25, United-States, <=50K -51, Private,145409, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50,, >50K -24,,287413, HS-grad,9, Never-married,, Not-in-family, Black, Male,0,0,60, United-States, <=50K -39, Local-gov,100011, Assoc-acdm,12, Never-married, Tech-support, Not-in-family, White, Female,0,0,38, United-States, <=50K -21, Private,119673, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -49, Private,140782, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,2415,3, United-States, >50K -30, Private,193246, HS-grad,9, Never-married, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, <=50K -68, State-gov,420526, Masters,14, Widowed, Prof-specialty, Not-in-family, White, Female,0,0,5, United-States, <=50K -30, Private,34574, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -32, Self-emp-not-inc,400061, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,15024,0,40, Philippines, >50K -49, Private,107009, HS-grad,9, Divorced, Other-service, Not-in-family, White, Male,0,0,40, Portugal, <=50K -24, Private,33551, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,50, United-States, <=50K -34, Private,121640, Some-college,10, Divorced, Prof-specialty, Not-in-family, Amer-Indian-Eskimo, Male,0,0,44, United-States, <=50K -40, Private,179524, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -23,,473206, HS-grad,9, Never-married,, Own-child, Black, Male,0,0,32, United-States, <=50K -41, Private,54422, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -23, Private,202416, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,30, United-States, <=50K -48, Private,158685, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,16, United-States, <=50K -56, Self-emp-inc,76534, HS-grad,9, Married-civ-spouse, Exec-managerial, Other-relative, Asian-Pac-Islander, Female,0,0,21, China, <=50K -42, State-gov,218948, Doctorate,16, Divorced, Prof-specialty, Unmarried, Black, Female,0,0,36, Jamaica, <=50K -37, Self-emp-not-inc,175120, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -32, Private,100154, 9th,5, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, El-Salvador, <=50K -29, Private,160510, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50,, >50K -58, Private,223214, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40,, >50K -40, Private,79488, HS-grad,9, Separated, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -40, Private,136986, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,99999,0,52, United-States, >50K -33, Private,202339, 11th,7, Never-married, Sales, Unmarried, White, Female,0,0,34, United-States, <=50K -58, Private,205737, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,80145, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -22,,303579, Some-college,10, Never-married,, Own-child, White, Male,0,1602,8, United-States, <=50K -47, Private,235108, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,5178,0,40, United-States, >50K -41, State-gov,201363, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,38, United-States, >50K -41, Self-emp-inc,244172, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40,, >50K -73,,99349, Bachelors,13, Widowed,, Not-in-family, White, Female,0,0,15, United-States, <=50K -56, Federal-gov,338242, Assoc-voc,11, Widowed, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -83,,29702, 7th-8th,4, Married-civ-spouse,, Husband, White, Male,0,0,20, United-States, <=50K -22, Private,146352, HS-grad,9, Never-married, Sales, Unmarried, White, Female,0,0,60, United-States, <=50K -30, Private,215182, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -41,,133456, Assoc-acdm,12, Widowed,, Not-in-family, White, Female,0,0,50, United-States, <=50K -32, Private,79586, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,40, Philippines, >50K -27, Private,181822, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Private,123809, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,15024,0,35, United-States, >50K -37, Private,35429, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, White, Male,1506,0,40, United-States, <=50K -48, Private,151584, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,46, United-States, <=50K -42, Private,303725, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -35, Private,194404, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -20, Local-gov,224229, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,35, United-States, <=50K -33, Private,236396, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,55, United-States, >50K -25, Private,40255, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,80, United-States, <=50K -29, State-gov,214881, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, Honduras, >50K -47, Private,332465, Some-college,10, Divorced, Transport-moving, Unmarried, White, Male,0,0,40, United-States, <=50K -28, Private,165218, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,55, United-States, <=50K -20, Private,34506, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,20, United-States, <=50K -30, Local-gov,79190, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -48, Self-emp-not-inc,79001, Assoc-acdm,12, Divorced, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -22, Private,137876, Some-college,10, Never-married, Protective-serv, Not-in-family, White, Male,0,0,20, United-States, <=50K -57, Federal-gov,40103, 10th,6, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,35, United-States, <=50K -24, Self-emp-inc,145964, Assoc-acdm,12, Never-married, Sales, Not-in-family, White, Male,0,0,70, United-States, <=50K -32, Private,268282, 7th-8th,4, Married-spouse-absent, Farming-fishing, Other-relative, White, Male,0,0,35, Mexico, <=50K -67, Local-gov,272587, 7th-8th,4, Widowed, Other-service, Not-in-family, White, Female,1086,0,15, United-States, <=50K -22, Private,220993, Some-college,10, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -20, Private,88676, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -29, Private,185386, 5th-6th,3, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,42, Mexico, <=50K -37, Private,177420, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,0,0,40, United-States, >50K -20,,203353, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -30, Private,100734, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -32, State-gov,181119, Bachelors,13, Separated, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -23,,172232, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -31, Private,243678, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -39, Self-emp-inc,170174, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -48, Private,102202, HS-grad,9, Divorced, Sales, Unmarried, White, Female,0,0,50, United-States, <=50K -38, Private,249720, Assoc-voc,11, Divorced, Prof-specialty, Unmarried, Black, Female,0,0,40, United-States, <=50K -25, Private,167835, Assoc-voc,11, Never-married, Prof-specialty, Own-child, White, Female,0,0,35, United-States, <=50K -22, Private,266780, HS-grad,9, Never-married, Other-service, Own-child, Black, Female,0,0,24, United-States, <=50K -17, Private,173740, 10th,6, Never-married, Sales, Not-in-family, White, Female,0,0,15, United-States, <=50K -44, Private,40024, Bachelors,13, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,52, United-States, >50K -28, Private,193260, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Asian-Pac-Islander, Male,0,0,50, South, >50K -18, Private,175752, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,30, United-States, <=50K -37, Private,202662, 10th,6, Divorced, Transport-moving, Unmarried, White, Male,0,0,40, United-States, <=50K -26, Private,167350, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,35, United-States, <=50K -43, Private,412379, Some-college,10, Never-married, Other-service, Unmarried, White, Female,0,0,28, United-States, <=50K -23, Self-emp-not-inc,121568, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,1504,40, United-States, <=50K -43, Private,56651, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -45, Private,238567, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,15024,0,50, United-States, >50K -34, Private,144949, HS-grad,9, Divorced, Handlers-cleaners, Own-child, White, Male,0,0,35, United-States, <=50K -42, Private,234633, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -22, Private,147397, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,44, United-States, <=50K -38, Private,247547, HS-grad,9, Never-married, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -35, Private,266645, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,154897, HS-grad,9, Never-married, Exec-managerial, Own-child, White, Female,0,0,50, United-States, <=50K -44, Private,112507, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -45, Federal-gov,110884, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, Asian-Pac-Islander, Male,0,0,45, India, >50K -25, Private,151588, Some-college,10, Married-spouse-absent, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -54, Local-gov,217210, Masters,14, Married-civ-spouse, Prof-specialty, Wife, Black, Female,0,1887,38, United-States, >50K -22,,185357, Some-college,10, Never-married,, Own-child, White, Male,0,0,50, United-States, <=50K -47, Private,139701, 5th-6th,3, Never-married, Machine-op-inspct, Unmarried, White, Female,0,0,40, Dominican-Republic, <=50K -36, Private,50707, Bachelors,13, Divorced, Priv-house-serv, Unmarried, White, Female,0,0,40, United-States, <=50K -48, Private,370119, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,2415,50, United-States, >50K -66, Self-emp-not-inc,252842, HS-grad,9, Never-married, Farming-fishing, Other-relative, White, Male,0,0,20, United-States, <=50K -58, Private,106707, 5th-6th,3, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,48, United-States, <=50K -25, Private,149486, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, Black, Male,0,0,40, United-States, <=50K -30, Private,427541, HS-grad,9, Never-married, Handlers-cleaners, Own-child, Black, Female,99999,0,40, United-States, >50K -51, Self-emp-not-inc,22154, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Private,144949, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Male,0,2559,40, United-States, >50K -20, Private,228686, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,30, United-States, <=50K -57, Self-emp-not-inc,113010, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -23, Federal-gov,361278, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, White, Female,0,0,20, United-States, <=50K -33, Self-emp-not-inc,109509, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,35, United-States, <=50K -47, Private,172155, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,37, Ecuador, >50K -54, Private,204304, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -75, Private,233362, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -36, Self-emp-inc,141609, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -51, Private,179479, HS-grad,9, Widowed, Exec-managerial, Not-in-family, White, Female,3325,0,40, Yugoslavia, <=50K -32, Private,193565, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,314539, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -20, Private,208908, Some-college,10, Never-married, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -41, Self-emp-not-inc,375526, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -31, Private,291494, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -41, Private,117747, Bachelors,13, Divorced, Other-service, Unmarried, Asian-Pac-Islander, Female,0,0,40, Vietnam, <=50K -56, Private,331569, HS-grad,9, Married-civ-spouse, Sales, Wife, Black, Female,0,0,36, United-States, <=50K -46, Private,146786, 10th,6, Divorced, Transport-moving, Not-in-family, White, Male,0,0,50, United-States, <=50K -59, Private,147098, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -31, Private,137076, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,223811, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,23, United-States, <=50K -69, Private,172354, Assoc-voc,11, Widowed, Adm-clerical, Not-in-family, White, Female,1848,0,50, United-States, <=50K -35, Private,154410, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,50, United-States, >50K -58, Private,277203, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,38, United-States, <=50K -21, Private,97295, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,45, United-States, <=50K -60, Private,95680, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,45, United-States, >50K -29, Private,328981, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, Black, Male,0,0,40, United-States, <=50K -29, Self-emp-not-inc,75435, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -53, Private,116288, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -43, Federal-gov,136105, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, Black, Female,0,1848,40, United-States, >50K -55, Local-gov,134042, Masters,14, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, >50K -29, Private,253003, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,2258,45, United-States, >50K -37, Private,193106, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,30, United-States, <=50K -37, Private,117528, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -41, Private,194537, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -57, Private,195820, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -41, Private,265671, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -18,,90636, Some-college,10, Never-married,, Own-child, Amer-Indian-Eskimo, Female,594,0,40, United-States, <=50K -57, Private,166107, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, Asian-Pac-Islander, Female,0,0,40,, <=50K -49, Federal-gov,106207, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -61, Private,187135, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,56, United-States, <=50K -44, Private,231793, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,52, United-States, <=50K -20,,228326, Some-college,10, Never-married,, Own-child, White, Male,0,0,60, United-States, <=50K -36, Self-emp-not-inc,125933, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,5178,0,50, United-States, >50K -29, Local-gov,211032, Assoc-acdm,12, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,72, United-States, >50K -51, Local-gov,125796, 11th,7, Never-married, Farming-fishing, Not-in-family, Black, Female,0,0,40, United-States, <=50K -19, Private,29526, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,32, United-States, <=50K -53, Private,158993, 10th,6, Separated, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -43, Private,116379, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,60, China, >50K -42, Private,201343, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,2885,0,40, United-States, <=50K -44, Private,402718, 1st-4th,2, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, Mexico, <=50K -37, Self-emp-inc,98360, 12th,8, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -24, Self-emp-not-inc,285580, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,25, United-States, <=50K -27,,119851, Some-college,10, Divorced,, Unmarried, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -30, Private,325509, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, <=50K -56, Private,204745, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,3325,0,45, United-States, <=50K -58, Private,152874, Some-college,10, Widowed, Other-service, Not-in-family, Black, Female,0,0,40, United-States, <=50K -20, Private,139715, HS-grad,9, Never-married, Craft-repair, Unmarried, Black, Female,0,0,40, United-States, <=50K -36, Private,141584, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -26, Private,156848, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -42, Private,40151, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -24, Private,50648, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,45, United-States, <=50K -26, Private,122920, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,56, United-States, <=50K -19, Local-gov,91571, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,25, United-States, <=50K -21, Private,227220, HS-grad,9, Never-married, Other-service, Other-relative, White, Female,0,0,33, United-States, <=50K -43, State-gov,344519, Doctorate,16, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -20, Private,133061, Some-college,10, Never-married, Transport-moving, Other-relative, White, Male,0,0,40, United-States, <=50K -47, Private,219054, HS-grad,9, Divorced, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -62, Local-gov,194276, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,40, United-States, >50K -46, Self-emp-inc,168211, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,5013,0,60, United-States, <=50K -54, Local-gov,220054, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,40, United-States, >50K -43, Self-emp-inc,405601, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -34, Private,240979, HS-grad,9, Separated, Craft-repair, Unmarried, White, Male,0,0,80, United-States, <=50K -47, Local-gov,202606, Assoc-acdm,12, Never-married, Exec-managerial, Not-in-family, Black, Female,0,0,40, United-States, <=50K -58, Private,220896, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -20, Private,24274, HS-grad,9, Never-married, Other-service, Unmarried, Amer-Indian-Eskimo, Female,0,0,35, United-States, <=50K -26, Private,263444, Assoc-voc,11, Never-married, Tech-support, Not-in-family, White, Male,14344,0,40, United-States, >50K -51, Local-gov,99064, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,35, United-States, <=50K -53, Private,203967, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1887,40, United-States, >50K -53, State-gov,94186, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Wife, Black, Female,0,0,37, United-States, <=50K -68,,110931, HS-grad,9, Widowed,, Not-in-family, White, Female,0,0,32, United-States, <=50K -46, Local-gov,66934, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,0,45, United-States, <=50K -32, Self-emp-inc,196385, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,47012, Bachelors,13, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,216013, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -67, Self-emp-not-inc,98921, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -23, Private,320294, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -27, Private,247102, 10th,6, Divorced, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -65, Private,155632, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,25, United-States, <=50K -22, Self-emp-inc,120753, Bachelors,13, Never-married, Sales, Own-child, White, Male,0,0,50, United-States, <=50K -27, Private,213921, Some-college,10, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,30, Mexico, <=50K -30, Private,94235, 11th,7, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -44, Private,84141, Bachelors,13, Divorced, Other-service, Not-in-family, White, Female,0,0,65, United-States, <=50K -35, Private,237943, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,225895, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -36, Local-gov,126569, Bachelors,13, Divorced, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -42, State-gov,172307, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -32, Private,111520, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,34, United-States, <=50K -53, Private,283079, 1st-4th,2, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,45, United-States, <=50K -41, Private,109969, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -65, Private,146159, 7th-8th,4, Widowed, Priv-house-serv, Not-in-family, Black, Female,0,1668,31, United-States, <=50K -22, State-gov,247319, Some-college,10, Never-married, Other-service, Not-in-family, Amer-Indian-Eskimo, Female,0,0,60, United-States, <=50K -65, Local-gov,200764, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,16, United-States, >50K -21, Private,123868, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,137063, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,65, United-States, <=50K -24, Private,112137, Bachelors,13, Never-married, Sales, Own-child, Asian-Pac-Islander, Female,0,0,50, South, <=50K -39, Private,188069, Masters,14, Married-civ-spouse, Tech-support, Husband, White, Male,15024,0,50, United-States, >50K -52, Private,102828, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -18, Private,187221, HS-grad,9, Never-married, Other-service, Other-relative, White, Female,0,0,12, El-Salvador, <=50K -62, Private,343982, 10th,6, Widowed, Adm-clerical, Own-child, Black, Female,0,0,40, United-States, <=50K -28, Self-emp-not-inc,146949, 10th,6, Never-married, Sales, Own-child, White, Male,0,0,80, United-States, <=50K -41, Private,150011, Bachelors,13, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -28, Private,107812, 9th,5, Never-married, Transport-moving, Not-in-family, White, Male,6849,0,35, United-States, <=50K -43, Private,207392, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,3103,0,70, United-States, >50K -61, State-gov,140851, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -26, Private,216842, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,10, United-States, <=50K -34, Private,112115, Bachelors,13, Never-married, Exec-managerial, Other-relative, White, Male,0,0,40, United-States, <=50K -21, Local-gov,185279, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,20, United-States, <=50K -60, Private,194980, HS-grad,9, Separated, Adm-clerical, Unmarried, Black, Female,0,0,20, United-States, <=50K -28, Private,189530, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,35, United-States, <=50K -32, Self-emp-not-inc,38158, Assoc-voc,11, Married-civ-spouse, Farming-fishing, Husband, White, Male,7298,0,70, United-States, >50K -55,,246219, 7th-8th,4, Married-civ-spouse,, Husband, White, Male,2105,0,40, United-States, <=50K -51, Private,143822, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -48, Private,300851, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,56, United-States, <=50K -37, Private,184874, HS-grad,9, Divorced, Tech-support, Unmarried, White, Female,1151,0,40, United-States, <=50K -40, Private,83827, Some-college,10, Divorced, Craft-repair, Unmarried, White, Female,0,0,40, England, <=50K -44, Private,112847, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -27, Private,581128, Some-college,10, Never-married, Handlers-cleaners, Own-child, Black, Male,0,0,40, United-States, <=50K -55, Self-emp-not-inc,202652, Assoc-voc,11, Married-civ-spouse, Sales, Wife, White, Female,0,0,30, United-States, <=50K -40, Private,171888, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,24, United-States, >50K -30, Private,45427, Bachelors,13, Never-married, Craft-repair, Not-in-family, White, Male,0,0,70, United-States, <=50K -36, Private,185848, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -74, Private,282553, 7th-8th,4, Widowed, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -34, Federal-gov,153614, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -48, Private,65353, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,42, United-States, <=50K -44, Private,244172, 5th-6th,3, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, Mexico, <=50K -48, Private,148995, HS-grad,9, Widowed, Exec-managerial, Not-in-family, White, Male,14084,0,45, United-States, >50K -25, Private,274228, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,65, United-States, <=50K -33, Private,156383, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -49, Private,47403, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, >50K -75,,226593, HS-grad,9, Widowed,, Not-in-family, White, Female,0,0,20, United-States, <=50K -33, Self-emp-not-inc,94041, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,1974,30, United-States, <=50K -29, Private,271710, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -47, Federal-gov,231797, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,55, United-States, >50K -33, Private,188403, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,44, United-States, <=50K -65, Private,444725, Prof-school,15, Married-spouse-absent, Craft-repair, Not-in-family, White, Male,0,0,48, Hungary, >50K -17, Private,242605, 10th,6, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,15, United-States, <=50K -58, Private,244605, Bachelors,13, Widowed, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, >50K -55, Private,335276, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -37, Self-emp-not-inc,284616, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,48, United-States, <=50K -60, Private,162151, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, <=50K -25, Private,60358, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, <=50K -34, Private,151693, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -20,,369907, Some-college,10, Never-married,, Own-child, White, Male,0,0,20, United-States, <=50K -26, Private,171636, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,72, United-States, <=50K -34, Private,118901, HS-grad,9, Separated, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -48, State-gov,28419, Bachelors,13, Divorced, Exec-managerial, Unmarried, White, Male,0,0,40, United-States, <=50K -34, Private,608881, HS-grad,9, Never-married, Craft-repair, Not-in-family, Black, Male,0,0,40, United-States, <=50K -31, Self-emp-inc,112564, Some-college,10, Never-married, Sales, Other-relative, White, Male,0,0,40,, <=50K -25, Private,171472, Assoc-voc,11, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,42, United-States, <=50K -20, Private,236804, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,15, United-States, <=50K -38, Private,212252, Prof-school,15, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,50, United-States, >50K -69, Private,119907, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -27, Local-gov,352797, HS-grad,9, Married-spouse-absent, Sales, Own-child, Black, Female,0,0,40, United-States, <=50K -32, Private,97281, Some-college,10, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -65, Private,154351, HS-grad,9, Never-married, Adm-clerical, Not-in-family, Black, Female,2993,0,40, United-States, <=50K -22, Private,117606, Bachelors,13, Never-married, Sales, Own-child, White, Female,0,0,8, United-States, <=50K -25, Private,222089, HS-grad,9, Never-married, Other-service, Unmarried, Black, Female,0,0,40, Thailand, <=50K -40, Private,199668, HS-grad,9, Divorced, Sales, Own-child, White, Female,0,0,25, United-States, <=50K -29, Local-gov,194869, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, >50K -33, Private,283268, Bachelors,13, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -60, Private,170278, 5th-6th,3, Widowed, Sales, Not-in-family, White, Female,0,0,40, Italy, <=50K -28, Federal-gov,90787, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,40, United-States, <=50K -28, Private,110749, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,39, United-States, <=50K -72, Self-emp-not-inc,173864, 7th-8th,4, Married-civ-spouse, Other-service, Husband, White, Male,2290,0,45, United-States, <=50K -35, Private,278442, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,7298,0,48, United-States, >50K -33, State-gov,162705, Some-college,10, Divorced, Other-service, Unmarried, White, Female,0,0,99, United-States, >50K -36, Private,326352, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,45, United-States, <=50K -18, Private,105854, HS-grad,9, Never-married, Craft-repair, Other-relative, Other, Male,0,0,32, United-States, <=50K -38, Self-emp-inc,116608, Some-college,10, Married-civ-spouse, Other-service, Wife, White, Female,0,0,20, United-States, >50K -48, Private,182655, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -22, Private,213834, Assoc-voc,11, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -29, Private,42881, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, >50K -81, Self-emp-not-inc,240414, Bachelors,13, Widowed, Farming-fishing, Not-in-family, White, Male,0,0,30, United-States, <=50K -19, Private,37688, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,25, United-States, <=50K -39, Self-emp-not-inc,189922, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -20,,323309, HS-grad,9, Never-married,, Own-child, Other, Male,0,0,60, South, <=50K -41, Federal-gov,341638, Assoc-acdm,12, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,92, United-States, <=50K -50, Private,114758, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -54, Private,288557, HS-grad,9, Widowed, Sales, Not-in-family, White, Female,0,0,46, United-States, <=50K -18,,191817, 11th,7, Never-married,, Own-child, White, Male,0,0,20, Mexico, <=50K -18, Private,222851, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,10, United-States, <=50K -54, Private,93605, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -47, Private,263984, Some-college,10, Married-spouse-absent, Exec-managerial, Not-in-family, Black, Male,0,0,40,, <=50K -21, Private,190916, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -22, Private,384787, 9th,5, Never-married, Sales, Other-relative, White, Female,0,0,40, Mexico, <=50K -19, Local-gov,43921, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -37, Private,183739, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,8, United-States, >50K -37, Private,490871, 11th,7, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,25, United-States, <=50K -31, Private,173473, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,45, United-States, >50K -31, Self-emp-not-inc,24504, HS-grad,9, Never-married, Craft-repair, Unmarried, White, Male,0,0,50, United-States, <=50K -60, Private,113080, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -43, Private,197093, Bachelors,13, Never-married, Machine-op-inspct, Not-in-family, Black, Male,0,0,40, United-States, <=50K -65, Private,56924, HS-grad,9, Widowed, Priv-house-serv, Not-in-family, White, Female,0,0,10, United-States, <=50K -33, Federal-gov,207723, Masters,14, Never-married, Prof-specialty, Not-in-family, Asian-Pac-Islander, Male,0,0,40,, <=50K -32, Private,327902, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,197860, HS-grad,9, Divorced, Other-service, Unmarried, Black, Female,0,0,40, Haiti, <=50K -53, Private,95647, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -50, Private,98227, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -23, Private,430151, 11th,7, Never-married, Craft-repair, Unmarried, White, Male,0,0,30, United-States, <=50K -60, Private,73069, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,38, United-States, <=50K -32, Private,101345, Masters,14, Never-married, Prof-specialty, Own-child, White, Female,0,1741,40, United-States, <=50K -36, Private,196123, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,43, United-States, >50K -20, Private,24008, Some-college,10, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -39, Private,67433, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -35,,224466, HS-grad,9, Never-married,, Other-relative, Black, Male,0,0,24, United-States, <=50K -29, Private,292120, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,30, United-States, <=50K -52, Private,198362, Bachelors,13, Never-married, Sales, Other-relative, White, Female,0,0,25, United-States, <=50K -41, Private,231507, HS-grad,9, Divorced, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -28, Private,216178, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -52,,91447, Bachelors,13, Widowed,, Not-in-family, White, Female,0,2205,8, United-States, <=50K -40, Private,232820, Assoc-voc,11, Divorced, Exec-managerial, Unmarried, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -40, Private,53956, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -22, Private,155913, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,18, United-States, <=50K -69, Private,104827, HS-grad,9, Widowed, Tech-support, Unmarried, White, Female,0,0,8, United-States, <=50K -28, Private,197222, Some-college,10, Never-married, Tech-support, Own-child, White, Female,0,0,38, United-States, <=50K -57, Private,255406, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Female,0,1980,44, United-States, <=50K -54, Federal-gov,278076, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,5178,0,40, United-States, >50K -41, Local-gov,231348, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,196286, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -39, Private,76417, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -39, Self-emp-inc,190964, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,3137,0,42, United-States, <=50K -57, Federal-gov,239486, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,7688,0,45, United-States, >50K -18, Private,101709, HS-grad,9, Never-married, Sales, Own-child, Asian-Pac-Islander, Male,0,0,15, United-States, <=50K -53, Private,120914, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -44, Private,60722, HS-grad,9, Divorced, Sales, Not-in-family, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -28, Private,257405, 5th-6th,3, Never-married, Farming-fishing, Unmarried, Black, Male,0,0,40, Mexico, <=50K -61, Private,32209, 9th,5, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,2051,40, United-States, <=50K -45, Private,431245, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -52, Self-emp-not-inc,95082, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -57, Private,220986, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -40, Private,87771, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -72, Self-emp-inc,199233, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,2377,35, United-States, >50K -23, Private,133515, Bachelors,13, Never-married, Sales, Unmarried, White, Female,0,0,20, United-States, <=50K -46, Private,117310, HS-grad,9, Separated, Sales, Not-in-family, White, Female,0,0,36, United-States, <=50K -51, Private,163027, HS-grad,9, Divorced, Handlers-cleaners, Unmarried, White, Female,0,0,20, United-States, <=50K -46, Private,169711, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -43, Private,91317, Assoc-acdm,12, Never-married, Craft-repair, Unmarried, White, Female,0,0,40, United-States, <=50K -42, Private,106159, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -53, Local-gov,177063, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -31, Private,175059, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -35, Private,129573, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,15024,0,45, United-States, >50K -59, Private,169611, HS-grad,9, Divorced, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -38, Private,247506, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -19, Private,37085, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -25, Private,202033, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,45, United-States, <=50K -26, Private,179864, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -51, State-gov,88020, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,40, United-States, <=50K -28,,243190, Bachelors,13, Never-married,, Not-in-family, Asian-Pac-Islander, Male,0,0,30,, <=50K -33, Private,102270, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,30, United-States, <=50K -25, Private,81286, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,2174,0,40, United-States, <=50K -23,,205690, Assoc-voc,11, Never-married,, Unmarried, Black, Male,0,0,40, United-States, <=50K -35, State-gov,37314, Assoc-voc,11, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -41, Private,29213, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -43, Self-emp-not-inc,451019, Bachelors,13, Never-married, Sales, Own-child, White, Male,0,0,35, United-States, <=50K -49, Self-emp-inc,125892, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -45, Private,259412, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,50, United-States, >50K -49, Federal-gov,207540, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -38, Private,110167, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -39, Private,430336, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, Black, Male,7688,0,45, United-States, >50K -39, Self-emp-inc,210610, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,31, Cuba, >50K -26, Private,86483, 10th,6, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -17, Private,138507, 10th,6, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,12, United-States, <=50K -26, Federal-gov,345157, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -71, Local-gov,161342, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,3, United-States, <=50K -27, Private,159109, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,42, United-States, <=50K -34, Private,54608, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Local-gov,433602, HS-grad,9, Never-married, Sales, Own-child, Black, Male,0,0,38, United-States, <=50K -36, Self-emp-not-inc,350103, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,166193, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -41, Federal-gov,56236, HS-grad,9, Divorced, Protective-serv, Unmarried, Black, Male,1506,0,40, United-States, <=50K -47, Private,156926, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -36, Private,26698, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,50, United-States, <=50K -43, Self-emp-not-inc,75993, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, <=50K -39, Private,312271, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -35, Private,70282, HS-grad,9, Never-married, Exec-managerial, Unmarried, Black, Female,0,0,40, United-States, <=50K -22, Private,259109, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,18, United-States, <=50K -45, Private,192360, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,50, United-States, >50K -33, Private,373432, Some-college,10, Separated, Craft-repair, Own-child, White, Male,0,0,60, United-States, <=50K -21, Local-gov,176998, HS-grad,9, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -37, Federal-gov,32950, Assoc-acdm,12, Divorced, Exec-managerial, Unmarried, Black, Female,0,0,40, United-States, <=50K -30, Self-emp-not-inc,48520, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,80, United-States, <=50K -47, State-gov,237525, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -45, Private,202746, Bachelors,13, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,179255, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,25, United-States, <=50K -47, Self-emp-inc,337825, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -68, Self-emp-not-inc,191517, Some-college,10, Widowed, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -27, Private,239130, HS-grad,9, Never-married, Prof-specialty, Not-in-family, White, Male,0,2444,40, United-States, >50K -42, Private,233366, 5th-6th,3, Married-civ-spouse, Craft-repair, Husband, Other, Male,3103,0,40, Mexico, >50K -36,,137492, HS-grad,9, Divorced,, Unmarried, Black, Female,0,0,40, United-States, <=50K -28, Private,66893, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,1564,50, United-States, >50K -61, Private,266646, 5th-6th,3, Married-civ-spouse, Transport-moving, Husband, Black, Male,2290,0,40, United-States, <=50K -33, Private,238246, HS-grad,9, Separated, Other-service, Not-in-family, White, Female,0,0,40, Germany, <=50K -23, Private,215616, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,45, United-States, <=50K -40, Private,148316, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,172402, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -45, Private,195918, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -23, Private,33016, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Private,267281, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -33, Federal-gov,43608, Some-college,10, Never-married, Exec-managerial, Not-in-family, Black, Female,0,0,40, United-States, <=50K -21, Private,57827, HS-grad,9, Widowed, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -28, Private,110145, 9th,5, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,162884, HS-grad,9, Divorced, Priv-house-serv, Unmarried, White, Female,0,0,60, Columbia, <=50K -43, State-gov,145166, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,84, United-States, <=50K -50, Private,193720, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,7688,0,40, United-States, >50K -48, Private,310639, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -49, Private,196360, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,46, United-States, >50K -28, Private,370675, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,1408,50, Hong, <=50K -36, Private,398931, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,1902,40, United-States, >50K -28, Local-gov,104329, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,50, United-States, <=50K -61, Self-emp-inc,103575, Prof-school,15, Married-civ-spouse, Exec-managerial, Husband, White, Male,99999,0,40, United-States, >50K -25, State-gov,222800, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -48, Private,176239, 9th,5, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -36, Private,321274, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -46, Private,192713, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45,, <=50K -25, Private,407714, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -36,,247547, HS-grad,9, Never-married,, Not-in-family, Black, Female,0,0,40, United-States, <=50K -45, Private,123219, 5th-6th,3, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -18, Private,165950, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,21, United-States, <=50K -28, Private,182509, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,35, United-States, <=50K -39, Private,27408, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,7298,0,50, United-States, >50K -33, Private,110592, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -28, State-gov,175409, Some-college,10, Separated, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -48, Private,172822, Some-college,10, Divorced, Craft-repair, Unmarried, White, Male,15020,0,48, United-States, >50K -21, Private,265361, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,50, United-States, <=50K -26, State-gov,106491, Some-college,10, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -40, Private,179557, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -63, Private,187919, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,5013,0,45, United-States, <=50K -45, Private,196707, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -22, Private,216129, Some-college,10, Never-married, Tech-support, Own-child, White, Male,0,0,40, United-States, <=50K -52, Self-emp-not-inc,100480, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,44, United-States, <=50K -57, Self-emp-not-inc,69905, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,15024,0,40, United-States, >50K -38, Private,297767, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,40, United-States, <=50K -46, Self-emp-not-inc,214627, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,1977,45, United-States, >50K -52, Private,251908, Masters,14, Divorced, Prof-specialty, Unmarried, White, Female,0,2547,40, United-States, >50K -55, Self-emp-inc,304695, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, <=50K -21, Private,48121, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Private,125228, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -17, Private,408012, 12th,8, Never-married, Sales, Own-child, White, Female,0,0,15, United-States, <=50K -57, Private,161642, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -30, Private,181212, Some-college,10, Never-married, Exec-managerial, Other-relative, White, Female,0,0,40, United-States, <=50K -48, Self-emp-inc,76482, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -24, Private,295073, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, Black, Male,0,0,50, United-States, <=50K -45,,69596, 10th,6, Divorced,, Unmarried, White, Female,0,0,40, United-States, <=50K -40, Private,262461, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, <=50K -34, Local-gov,112680, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,20, United-States, <=50K -35, Private,342642, Masters,14, Married-spouse-absent, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, <=50K -24, Private,211968, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -47, Local-gov,153536, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,37, United-States, >50K -21, Private,188923, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,25, United-States, <=50K -30, Private,391114, Assoc-acdm,12, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -52, Private,45599, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50,, <=50K -37, Private,119929, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,47, United-States, <=50K -24, Private,130442, Assoc-voc,11, Never-married, Sales, Not-in-family, White, Male,0,0,30, United-States, <=50K -41, Private,192602, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -61, Private,328881, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,40, United-States, >50K -37, Private,165034, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,2002,40, United-States, <=50K -39, Private,93174, HS-grad,9, Divorced, Transport-moving, Own-child, White, Male,0,0,60, United-States, <=50K -28, Local-gov,205903, Assoc-acdm,12, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,45, United-States, >50K -24, Self-emp-inc,197496, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Male,0,0,20, United-States, <=50K -29, Private,226941, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, <=50K -61, Private,199193, Assoc-acdm,12, Divorced, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -38, Private,187870, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -56, Private,364899, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,65, United-States, >50K -28, Private,437994, Some-college,10, Never-married, Other-service, Not-in-family, Black, Male,0,0,60, United-States, <=50K -24, Private,166827, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,30, United-States, <=50K -35, Private,207819, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,50, United-States, >50K -31, Private,37939, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,43, United-States, <=50K -39, Private,77146, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, >50K -35,,29075, 11th,7, Divorced,, Unmarried, Amer-Indian-Eskimo, Female,0,0,6, United-States, <=50K -20, Private,167868, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,35, United-States, <=50K -25, Private,150132, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -23, Private,365881, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,25, United-States, <=50K -37, Private,105044, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -47, Private,145636, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -36, Private,161547, Bachelors,13, Never-married, Sales, Unmarried, Black, Female,0,0,40, United-States, <=50K -34, Federal-gov,77218, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -35, Self-emp-not-inc,241126, HS-grad,9, Never-married, Craft-repair, Other-relative, White, Male,0,0,60, United-States, <=50K -85, Self-emp-inc,155981, Bachelors,13, Widowed, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, >50K -71, Self-emp-inc,45741, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,20051,0,30, United-States, >50K -23, Private,256356, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -39, State-gov,105803, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,48, United-States, >50K -77, Self-emp-inc,29702, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,35, United-States, >50K -20, Private,107882, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -40, Private,77572, Some-college,10, Divorced, Sales, Unmarried, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -34, Private,209768, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,60, United-States, >50K -33, Private,89360, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,5178,0,55, United-States, >50K -34, Self-emp-not-inc,227540, Bachelors,13, Married-civ-spouse, Sales, Husband, Asian-Pac-Islander, Male,0,0,60, India, <=50K -36, Private,292570, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,3325,0,40, United-States, <=50K -36, Private,409189, 11th,7, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -32, Local-gov,194901, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,2057,70, United-States, <=50K -26, Local-gov,219796, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,43, United-States, <=50K -37, State-gov,117166, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40,, <=50K -42, Private,228320, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,5178,0,45, United-States, >50K -38, Private,236391, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -48, Private,193451, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,223367, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -37, Private,33001, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -38, Private,173858, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,7688,0,35, China, >50K -33, Private,240441, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,45, United-States, <=50K -26, Private,160264, 11th,7, Never-married, Other-service, Not-in-family, Black, Female,0,0,40, United-States, <=50K -25, Private,230403, Bachelors,13, Married-civ-spouse, Other-service, Wife, White, Female,0,0,40, United-States, <=50K -61, Private,154536, 10th,6, Widowed, Craft-repair, Unmarried, Black, Female,0,2001,40, United-States, <=50K -44, Self-emp-not-inc,247024, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -65, Self-emp-inc,410199, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,9386,0,35, United-States, >50K -23, Private,191878, Some-college,10, Never-married, Sales, Own-child, Black, Female,0,0,38,, <=50K -67, State-gov,54269, 10th,6, Widowed, Other-service, Not-in-family, White, Female,0,0,12, United-States, <=50K -37, Private,205997, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -48, Private,47343, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,70, United-States, >50K -35, Federal-gov,403489, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -48, Private,232149, Bachelors,13, Divorced, Tech-support, Own-child, White, Female,0,0,40, United-States, <=50K -50,,339547, Some-college,10, Married-civ-spouse,, Husband, Asian-Pac-Islander, Male,0,0,50,, <=50K -36, Private,186819, Assoc-acdm,12, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -20, Private,89991, Some-college,10, Never-married, Sales, Other-relative, White, Female,0,0,35, United-States, <=50K -32, Private,112139, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,30, United-States, <=50K -18, Private,244571, 11th,7, Never-married, Adm-clerical, Own-child, White, Female,0,0,10, United-States, <=50K -36, Private,220696, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -50, Private,135102, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -24, Private,209417, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,7298,0,60, United-States, >50K -43, Private,199689, Bachelors,13, Married-spouse-absent, Sales, Unmarried, White, Female,0,0,20, United-States, <=50K -27, Private,240172, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -17,,94492, 10th,6, Never-married,, Own-child, White, Female,0,0,30, United-States, <=50K -29, Private,188564, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,45, United-States, >50K -19, Private,264527, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,25, United-States, <=50K -38, Private,189922, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -64, Private,182044, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -31, Self-emp-not-inc,271173, Some-college,10, Never-married, Craft-repair, Own-child, Black, Male,4650,0,40, United-States, <=50K -30, Private,203034, Assoc-voc,11, Married-spouse-absent, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Private,100734, Bachelors,13, Married-civ-spouse, Exec-managerial, Other-relative, White, Female,0,0,40, Greece, >50K -33, Private,169269, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,40, Puerto-Rico, >50K -59, Private,24244, Some-college,10, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -40, Private,132222, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -27, Private,199118, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,4865,0,40, United-States, <=50K -34, Private,223212, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, Peru, <=50K -27, Private,284859, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,50, United-States, <=50K -23, Private,112854, Some-college,10, Never-married, Sales, Other-relative, White, Female,0,0,35, United-States, <=50K -41, Federal-gov,92968, Masters,14, Never-married, Tech-support, Not-in-family, Black, Male,0,0,40, United-States, <=50K -36, Private,181553, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40,, <=50K -25, Private,266668, Some-college,10, Never-married, Exec-managerial, Own-child, White, Male,0,0,20, United-States, <=50K -33, Private,29144, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -26, Self-emp-not-inc,389856, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,60, United-States, <=50K -42, Private,111589, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,232938, Some-college,10, Never-married, Farming-fishing, Unmarried, White, Male,0,0,40, United-States, <=50K -45, Private,103540, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,3103,0,40, United-States, >50K -59, Private,249814, HS-grad,9, Separated, Other-service, Not-in-family, White, Female,0,0,37, United-States, <=50K -26, Private,30776, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -20, Private,184779, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -53, Self-emp-not-inc,93449, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,40, India, >50K -32, Local-gov,178107, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -22, Private,198956, HS-grad,9, Never-married, Handlers-cleaners, Unmarried, Other, Male,0,0,35, United-States, <=50K -53, Private,130143, Bachelors,13, Divorced, Sales, Not-in-family, White, Male,0,0,45, United-States, <=50K -47, Private,171807, Some-college,10, Divorced, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -21,,436431, Preschool,1, Married-civ-spouse,, Other-relative, White, Female,0,0,40, Mexico, <=50K -17, Private,162205, 10th,6, Never-married, Handlers-cleaners, Own-child, White, Female,0,0,15, United-States, <=50K -48, Private,97470, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -32, Self-emp-not-inc,158603, Assoc-voc,11, Never-married, Sales, Unmarried, White, Female,0,0,7, United-States, <=50K -58, Private,348430, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -72, Private,109385, 1st-4th,2, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,36, United-States, <=50K -45, Private,188998, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,38, United-States, <=50K -41, Private,210591, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -66, Self-emp-not-inc,37170, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,42, United-States, >50K -34, Private,169583, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, >50K -33, Private,180624, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -47, Private,186311, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, <=50K -35, Private,106471, Bachelors,13, Never-married, Craft-repair, Not-in-family, White, Male,0,0,35, United-States, <=50K -27, Private,37302, Assoc-acdm,12, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -49, Private,91608, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,263896, HS-grad,9, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -25, Private,335376, Assoc-acdm,12, Never-married, Adm-clerical, Own-child, White, Female,0,0,38, United-States, <=50K -38, Private,186531, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -21, State-gov,42706, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,30, United-States, <=50K -29, Private,180115, HS-grad,9, Never-married, Tech-support, Not-in-family, White, Female,0,0,45, United-States, <=50K -42, Private,191196, Assoc-acdm,12, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -28, Private,209109, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -26, Private,199224, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,30, United-States, <=50K -65, State-gov,42488, Prof-school,15, Married-civ-spouse, Exec-managerial, Husband, White, Male,2653,0,8, United-States, <=50K -19, Self-emp-not-inc,63574, Some-college,10, Never-married, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -22, Private,227943, Some-college,10, Never-married, Protective-serv, Own-child, White, Male,0,0,40, United-States, <=50K -54, Private,297551, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,7298,0,40, United-States, >50K -46, Private,343579, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,77, United-States, <=50K -34, Private,230246, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,2202,0,99, United-States, <=50K -57, Self-emp-not-inc,110199, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,20, United-States, <=50K -32, Private,178691, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Female,0,0,45, United-States, <=50K -36, Self-emp-not-inc,165855, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, Germany, <=50K -34, Private,27565, Assoc-voc,11, Married-civ-spouse, Craft-repair, Wife, Amer-Indian-Eskimo, Female,0,0,27, United-States, >50K -54, Private,220115, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1628,40, United-States, <=50K -34, Private,113751, 11th,7, Divorced, Sales, Own-child, Black, Female,0,0,37, United-States, <=50K -72, Private,128793, 5th-6th,3, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,36, United-States, <=50K -23, Private,97472, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -53, Private,153064, 5th-6th,3, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,10, Yugoslavia, >50K -57, Private,190488, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -22, Local-gov,326283, Some-college,10, Never-married, Exec-managerial, Own-child, Asian-Pac-Islander, Male,0,0,20, United-States, <=50K -40, Private,61287, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,214288, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -18, Private,198856, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,32, United-States, <=50K -51, Federal-gov,914061, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,44, United-States, >50K -24, Private,186648, Assoc-acdm,12, Never-married, Sales, Own-child, White, Male,0,0,25, United-States, <=50K -49, Private,350759, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -76,,197988, 5th-6th,3, Married-civ-spouse,, Husband, White, Male,0,0,8, United-States, <=50K -37, Private,188571, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,112776, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,45, United-States, <=50K -21, Private,100345, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,53, United-States, <=50K -49, Private,291783, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -69,,156387, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -38,,295166, HS-grad,9, Married-civ-spouse,, Husband, Black, Male,0,0,40, United-States, <=50K -44, Private,132849, Masters,14, Never-married, Craft-repair, Unmarried, Black, Female,0,0,40, United-States, <=50K -31, Private,300497, Some-college,10, Divorced, Exec-managerial, Unmarried, Black, Male,0,0,40, United-States, <=50K -54, Private,338089, Masters,14, Separated, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -26, Private,104257, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,50, United-States, <=50K -40, Private,112247, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, <=50K -41, Federal-gov,73070, Masters,14, Never-married, Prof-specialty, Other-relative, White, Female,0,0,40, United-States, <=50K -48, Self-emp-inc,49298, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,50, United-States, >50K -51, Local-gov,289390, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,7298,0,40, United-States, >50K -36, Private,219546, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -35, Private,194490, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Female,0,0,40, United-States, <=50K -32, Private,358655, Masters,14, Divorced, Sales, Not-in-family, White, Female,0,0,50, United-States, >50K -39, Private,286026, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,52, United-States, <=50K -55, Private,401473, Masters,14, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, >50K -26, Private,197967, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -46, Local-gov,216647, 10th,6, Divorced, Protective-serv, Unmarried, White, Female,0,0,20, United-States, <=50K -70, Self-emp-not-inc,355536, HS-grad,9, Married-civ-spouse, Tech-support, Wife, White, Female,0,0,24, United-States, <=50K -20, Private,193130, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,30, United-States, <=50K -46, Self-emp-inc,67725, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,10, United-States, <=50K -35, Private,209629, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -20, Private,143964, HS-grad,9, Never-married, Other-service, Own-child, Black, Female,0,0,40, United-States, <=50K -57, Self-emp-inc,249072, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,99999,0,60, United-States, >50K -64,,285742, 10th,6, Married-civ-spouse,, Husband, White, Male,0,0,50, United-States, >50K -63, Self-emp-not-inc,130221, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -21, Federal-gov,201815, Some-college,10, Never-married, Adm-clerical, Own-child, Black, Female,0,0,30, United-States, <=50K -43, Local-gov,67243, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,45, United-States, >50K -35, Private,202263, Assoc-acdm,12, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,38, United-States, <=50K -21, Private,122048, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,29, United-States, <=50K -23, Private,231866, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,38, United-States, <=50K -35, Private,211440, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, <=50K -28, Private,25955, Assoc-voc,11, Never-married, Prof-specialty, Unmarried, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -61,,274499, HS-grad,9, Married-civ-spouse,, Husband, Black, Male,0,0,40, United-States, <=50K -45, Self-emp-not-inc,305474, 10th,6, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, Haiti, <=50K -73, Local-gov,222702, 10th,6, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,5, United-States, <=50K -33, State-gov,120460, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,31657, Assoc-voc,11, Separated, Other-service, Not-in-family, White, Female,0,0,34, United-States, <=50K -19, Private,327079, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -42, Private,234633, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,47, United-States, <=50K -27, Private,203776, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,7688,0,45, United-States, >50K -24, Self-emp-inc,242138, Bachelors,13, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -19, Private,276937, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,25, United-States, <=50K -36, Private,117528, HS-grad,9, Separated, Adm-clerical, Unmarried, White, Female,0,0,38, United-States, <=50K -41, Self-emp-not-inc,171351, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -43, Private,138471, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -40, Local-gov,329341, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,35, United-States, >50K -57, Private,62539, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,1876,38, United-States, <=50K -58, Private,265579, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -22, Private,218215, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,35, United-States, <=50K -39, Federal-gov,116369, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,48, United-States, <=50K -24, Private,403107, Preschool,1, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, Mexico, <=50K -29, State-gov,103389, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Female,4787,0,40, United-States, >50K -26, State-gov,624006, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,344094, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -67, Self-emp-inc,147377, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -49, Private,90579, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,5013,0,50, United-States, <=50K -47, Private,91972, HS-grad,9, Married-civ-spouse, Priv-house-serv, Wife, White, Female,0,0,35, United-States, >50K -59, Self-emp-not-inc,275236, 11th,7, Married-civ-spouse, Sales, Husband, White, Male,0,0,70, United-States, >50K -23, Private,340432, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Private,158592, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,3103,0,50, United-States, >50K -48, Private,278303, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, <=50K -33, Self-emp-not-inc,300681, 10th,6, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,50,, <=50K -37, Private,160192, Assoc-acdm,12, Never-married, Prof-specialty, Not-in-family, White, Male,6849,0,80, United-States, <=50K -29, Private,148429, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -24, Private,210474, Masters,14, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -41, Private,510072, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -21, Self-emp-not-inc,328906, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,4865,0,35, United-States, <=50K -26, Private,247196, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,35, United-States, <=50K -54, Private,178839, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1848,40, England, >50K -60, Private,178764, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,25, United-States, <=50K -38, Private,218490, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -19, Private,44047, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -41, Local-gov,125268, Bachelors,13, Never-married, Prof-specialty, Unmarried, Black, Female,0,0,40, United-States, <=50K -37, Local-gov,76845, Masters,14, Never-married, Prof-specialty, Not-in-family, Black, Male,0,0,40,, <=50K -37, Local-gov,484475, Bachelors,13, Never-married, Other-service, Not-in-family, Black, Male,0,0,60, United-States, <=50K -22, Private,114357, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,35, United-States, <=50K -33, Private,219619, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,40, United-States, >50K -22,,33016, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -47, Local-gov,319205, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -54,,389182, HS-grad,9, Divorced,, Not-in-family, White, Female,0,0,60, Germany, <=50K -34, Private,262118, Assoc-voc,11, Never-married, Exec-managerial, Unmarried, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -50, Private,141340, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -35, Private,189703, 9th,5, Married-civ-spouse, Other-service, Husband, White, Male,0,0,32, United-States, <=50K -41,,307589, Bachelors,13, Married-civ-spouse,, Wife, Asian-Pac-Islander, Female,0,0,5, Philippines, <=50K -29, Private,116531, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -27, Private,142621, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -44, Self-emp-inc,327573, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -21, Private,24896, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,35, United-States, <=50K -36, Private,69251, HS-grad,9, Married-civ-spouse, Other-service, Other-relative, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -38, Private,91716, 11th,7, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -38, Private,93717, Assoc-voc,11, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,45, United-States, <=50K -38, Self-emp-not-inc,111499, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,32, United-States, <=50K -41,,193537, Assoc-acdm,12, Divorced,, Unmarried, White, Female,0,0,10, Dominican-Republic, <=50K -24, Private,307267, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -52, Private,249196, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -64,,201700, 7th-8th,4, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -52, Private,188644, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,30, Mexico, <=50K -32, Private,255004, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -34, Private,100145, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,20, United-States, <=50K -18, Private,183274, 11th,7, Never-married, Other-service, Own-child, White, Female,594,0,30, United-States, <=50K -45, Self-emp-not-inc,44671, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,354351, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -43, Private,346189, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -49, Private,304864, Some-college,10, Divorced, Tech-support, Unmarried, Black, Female,0,0,35, United-States, <=50K -68, Self-emp-inc,505365, Bachelors,13, Separated, Sales, Unmarried, White, Male,0,0,70, Canada, <=50K -18, State-gov,268520, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -27, State-gov,210295, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -18, Private,103339, 10th,6, Never-married, Sales, Own-child, White, Female,0,1719,16, United-States, <=50K -33, Private,145437, Some-college,10, Divorced, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -48, Private,56071, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -34, Private,233729, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,50, United-States, >50K -41, Private,265932, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,45, United-States, <=50K -74, Private,154347, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,10, United-States, <=50K -40, Private,277507, HS-grad,9, Married-spouse-absent, Handlers-cleaners, Not-in-family, White, Male,0,1669,40, United-States, <=50K -53, Federal-gov,172898, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -47, Private,182655, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,52, United-States, >50K -20,,175431, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -30, Private,181460, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,37, United-States, <=50K -38, Private,149771, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,3325,0,40, United-States, <=50K -44, Private,45363, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,44, United-States, >50K -48, Private,180010, Some-college,10, Separated, Craft-repair, Unmarried, White, Female,0,0,40, United-States, <=50K -36,,103886, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,15, United-States, <=50K -20, Private,233198, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -47, Federal-gov,124974, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,25, United-States, <=50K -61,,29059, HS-grad,9, Widowed,, Not-in-family, White, Female,0,0,12, United-States, <=50K -34, Private,136331, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -43, Private,106900, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -25, Self-emp-not-inc,314464, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -51, State-gov,152810, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -50, State-gov,76728, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,39, United-States, <=50K -42, Private,55854, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -17, Private,36801, 10th,6, Never-married, Other-service, Own-child, White, Female,0,0,18, United-States, <=50K -51,,243631, HS-grad,9, Married-civ-spouse,, Husband, Asian-Pac-Islander, Male,2105,0,20, South, <=50K -46, Local-gov,155654, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -51, Private,173987, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,48, United-States, >50K -18, Private,115725, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,12, United-States, <=50K -21, Private,154556, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,15,, <=50K -33, Self-emp-not-inc,234976, Bachelors,13, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, United-States, >50K -27, Private,122913, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -36, Local-gov,187411, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, >50K -31, Private,193285, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -27,,96219, HS-grad,9, Separated,, Unmarried, White, Female,0,0,50, United-States, <=50K -20, Private,117767, Some-college,10, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -45, Self-emp-inc,81534, HS-grad,9, Never-married, Sales, Unmarried, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -22, Private,202125, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -40, Local-gov,225660, Bachelors,13, Never-married, Protective-serv, Not-in-family, White, Female,0,0,40, United-States, <=50K -25, State-gov,203279, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Asian-Pac-Islander, Male,0,0,20, India, <=50K -40, Self-emp-not-inc,151960, Some-college,10, Divorced, Craft-repair, Unmarried, White, Female,0,0,38, United-States, <=50K -48, Private,368561, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,1902,37, United-States, >50K -30, Private,202046, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,20, United-States, <=50K -61, Private,197286, Bachelors,13, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -49, Self-emp-not-inc,285570, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -22, Private,380899, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -19, Private,325217, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,32, United-States, <=50K -26, Private,111058, Bachelors,13, Never-married, Sales, Own-child, White, Male,0,0,50, United-States, <=50K -27, State-gov,162312, Some-college,10, Never-married, Other-service, Not-in-family, Asian-Pac-Islander, Male,0,0,50, South, <=50K -41, Self-emp-inc,136986, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -33, Federal-gov,97654, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -56, Private,229116, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,32, United-States, <=50K -43, Private,159549, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,40, United-States, >50K -29, Private,195760, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,35, United-States, <=50K -44, Self-emp-inc,277788, 11th,7, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, Portugal, >50K -37, State-gov,120201, Some-college,10, Divorced, Adm-clerical, Own-child, Other, Female,0,0,40, United-States, <=50K -24, Private,236601, Some-college,10, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,2339,43, United-States, <=50K -65,,94809, HS-grad,9, Widowed,, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Private,219757, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -35, Local-gov,160728, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -39, Private,308945, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,50, United-States, <=50K -47, Self-emp-not-inc,185859, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,3103,0,60, United-States, >50K -47,,163748, Masters,14, Divorced,, Unmarried, White, Female,0,0,35,, <=50K -51, State-gov,48358, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,3103,0,52, United-States, >50K -38, Federal-gov,77792, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,56, United-States, <=50K -44, Private,114753, Some-college,10, Widowed, Tech-support, Unmarried, White, Female,0,0,38, United-States, <=50K -24, Private,234259, HS-grad,9, Never-married, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -41, Private,152617, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -51, Private,204567, Assoc-voc,11, Divorced, Adm-clerical, Unmarried, White, Female,0,0,45, United-States, <=50K -60, Self-emp-not-inc,145209, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -40, Private,240698, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -72,,195181, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,32, United-States, <=50K -27, Private,299536, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,55, United-States, <=50K -36, Private,238802, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,48, United-States, >50K -44, Private,150519, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -33, State-gov,237903, Some-college,10, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -53, Self-emp-not-inc,257940, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -43, Private,383670, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1902,40, United-States, >50K -44, Private,179666, Assoc-acdm,12, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Private,259727, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, <=50K -52, Federal-gov,277772, Some-college,10, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -51, Self-emp-not-inc,67198, Assoc-acdm,12, Widowed, Prof-specialty, Unmarried, White, Female,0,0,50, United-States, <=50K -41, Private,22419, 9th,5, Married-civ-spouse, Exec-managerial, Husband, Amer-Indian-Eskimo, Male,0,0,84, United-States, <=50K -42, Private,99373, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -54, Federal-gov,147629, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,7298,0,35, United-States, >50K -31, Self-emp-not-inc,145714, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, United-States, <=50K -30, Private,49358, 12th,8, Never-married, Sales, Own-child, Black, Female,0,0,40, United-States, <=50K -21, Private,214956, Some-college,10, Never-married, Tech-support, Own-child, White, Male,0,0,30, United-States, <=50K -29, Private,66172, Some-college,10, Separated, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -37, Local-gov,136749, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,35, United-States, <=50K -27,,258231, HS-grad,9, Never-married,, Not-in-family, White, Male,0,0,35,, <=50K -19, Private,43937, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,12, United-States, <=50K -33, Self-emp-not-inc,114639, 11th,7, Never-married, Farming-fishing, Unmarried, White, Male,0,0,40, United-States, <=50K -72, Self-emp-not-inc,104090, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, Scotland, <=50K -21, Private,137510, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,20, Germany, <=50K -23, Private,123586, Some-college,10, Never-married, Adm-clerical, Own-child, Other, Male,0,0,25, United-States, <=50K -45, Private,293628, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, Philippines, >50K -37, Federal-gov,239409, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, >50K -37, Self-emp-inc,593246, Bachelors,13, Never-married, Other-service, Not-in-family, White, Female,0,0,50, United-States, >50K -36, Private,30269, Some-college,10, Married-civ-spouse, Other-service, Wife, White, Female,7298,0,32, United-States, >50K -31, Private,48456, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -63, Private,153894, Assoc-voc,11, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,24, Puerto-Rico, <=50K -24, Private,182117, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Male,0,0,28, United-States, <=50K -29, Private,231148, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -53, Private,184176, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -40, Self-emp-not-inc,29702, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Male,0,0,85, United-States, <=50K -40, Private,276759, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,60, United-States, >50K -36, Private,179731, HS-grad,9, Never-married, Priv-house-serv, Other-relative, White, Female,0,0,20,, <=50K -64, Private,234570, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,143485, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,0,0,40, United-States, <=50K -20, Private,143062, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -47, Private,146516, Some-college,10, Married-civ-spouse, Handlers-cleaners, Wife, White, Female,0,0,48, United-States, <=50K -19,,180395, Some-college,10, Never-married,, Own-child, Asian-Pac-Islander, Female,0,0,36, United-States, <=50K -32, Private,108256, 12th,8, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, >50K -25, Private,211392, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,48, United-States, <=50K -26, Federal-gov,271243, 12th,8, Never-married, Adm-clerical, Not-in-family, Black, Male,0,0,40, Haiti, <=50K -25, Local-gov,197822, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -40, Self-emp-not-inc,167678, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Dominican-Republic, >50K -30, Private,30101, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -46, Local-gov,232220, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, >50K -29,,212588, Bachelors,13, Never-married,, Not-in-family, White, Male,0,0,53, United-States, <=50K -35, Private,306156, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, <=50K -30, Self-emp-not-inc,70985, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,75, United-States, <=50K -58, Private,185459, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -17, Private,91141, 10th,6, Never-married, Sales, Own-child, White, Male,0,0,8, United-States, <=50K -42, Private,347653, Bachelors,13, Divorced, Other-service, Unmarried, White, Male,0,0,60, United-States, <=50K -31, Private,189759, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -46, Private,272792, Bachelors,13, Divorced, Craft-repair, Not-in-family, Black, Female,0,0,40, United-States, <=50K -27,,95708, 11th,7, Divorced,, Not-in-family, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -71,,111712, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,16, United-States, <=50K -32, Private,132767, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -62, Self-emp-not-inc,162245, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,35, United-States, <=50K -78, Self-emp-not-inc,152148, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,20, United-States, <=50K -54,,186565, Masters,14, Divorced,, Not-in-family, White, Male,0,0,1, United-States, <=50K -22, Private,193385, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -31, Private,185778, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,60, United-States, <=50K -32, Private,162370, Masters,14, Separated, Prof-specialty, Not-in-family, White, Female,0,0,35, Iran, <=50K -38, Private,340763, HS-grad,9, Never-married, Adm-clerical, Not-in-family, Black, Male,0,2339,47, United-States, <=50K -77, Private,148949, 10th,6, Married-civ-spouse, Other-service, Husband, Black, Male,3818,0,30, United-States, <=50K -62, Self-emp-not-inc,147393, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, >50K -33, Local-gov,187203, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -40, Local-gov,147206, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, <=50K -65, Private,228182, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -31, Private,177426, Bachelors,13, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, Mexico, <=50K -32,,161288, 9th,5, Married-civ-spouse,, Husband, White, Male,0,0,45, United-States, <=50K -32, Private,133530, Masters,14, Married-civ-spouse, Prof-specialty, Wife, Asian-Pac-Islander, Female,0,0,20, United-States, <=50K -45, Private,117849, 11th,7, Married-civ-spouse, Transport-moving, Other-relative, White, Male,0,0,40, United-States, <=50K -70, Private,132670, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,9386,0,4, United-States, >50K -38, Self-emp-inc,98360, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -37, Private,226500, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -30, Private,35644, Assoc-voc,11, Never-married, Craft-repair, Other-relative, White, Male,0,0,40, United-States, <=50K -34, Private,49325, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -19, Private,142738, Some-college,10, Never-married, Prof-specialty, Own-child, White, Female,14084,0,20, United-States, >50K -54, Self-emp-not-inc,207841, HS-grad,9, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,20, United-States, <=50K -32, Private,269355, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,5178,0,50, United-States, >50K -32, Self-emp-inc,190290, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -24, Private,209034, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,50, United-States, <=50K -35, Private,174571, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,0,0,40, United-States, <=50K -28, Private,198583, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,35, United-States, <=50K -28, Private,128055, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -41, Private,319271, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -38, Private,91857, HS-grad,9, Divorced, Other-service, Other-relative, White, Male,0,0,40, United-States, <=50K -21, Private,376416, Some-college,10, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -31, Local-gov,323829, HS-grad,9, Divorced, Protective-serv, Other-relative, White, Male,0,0,45, United-States, <=50K -22, Private,209646, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,6, United-States, <=50K -28, State-gov,90872, Some-college,10, Divorced, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -52, Private,287454, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, >50K -23, Private,208946, Bachelors,13, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -37, Local-gov,130805, Assoc-acdm,12, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,99, United-States, >50K -23, Private,247090, 9th,5, Married-civ-spouse, Craft-repair, Husband, Other, Male,0,0,55, United-States, <=50K -21, Private,249150, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,24, United-States, <=50K -57, Private,187138, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -35, Private,166497, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,60, United-States, >50K -50, Private,155433, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, <=50K -45, State-gov,164593, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40,, <=50K -37, Private,211168, Some-college,10, Married-civ-spouse, Tech-support, Wife, White, Female,0,0,35, United-States, <=50K -24, Self-emp-not-inc,162688, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -58, Local-gov,185072, Bachelors,13, Separated, Prof-specialty, Unmarried, Black, Female,0,0,40, Jamaica, >50K -50, Private,154153, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, <=50K -58, Self-emp-not-inc,166258, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,50, United-States, <=50K -31, Self-emp-not-inc,190650, Masters,14, Married-civ-spouse, Sales, Husband, Asian-Pac-Islander, Male,0,0,40,, <=50K -60, State-gov,165792, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,8, United-States, <=50K -61, Private,313170, HS-grad,9, Widowed, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -37, Private,188279, HS-grad,9, Married-civ-spouse, Other-service, Husband, Asian-Pac-Islander, Male,0,0,40, Thailand, <=50K -27, Self-emp-not-inc,209301, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -37, Private,194820, HS-grad,9, Separated, Craft-repair, Unmarried, White, Female,0,0,42, United-States, <=50K -36, Private,171393, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1887,40, United-States, >50K -31, Private,268282, 7th-8th,4, Married-civ-spouse, Farming-fishing, Other-relative, White, Male,0,0,35, Mexico, <=50K -23, Private,219519, Some-college,10, Never-married, Sales, Not-in-family, Black, Female,0,0,30, United-States, <=50K -44, State-gov,369131, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -21, Private,195571, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,25, United-States, <=50K -57, Private,114686, Assoc-voc,11, Divorced, Tech-support, Not-in-family, White, Female,2202,0,44, United-States, <=50K -24, Private,356861, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, <=50K -26, Private,156848, Bachelors,13, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -66, Private,147766, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -60, Local-gov,134768, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -52, Self-emp-not-inc,156882, Some-college,10, Married-civ-spouse, Sales, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -21, Private,131404, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,30, United-States, <=50K -32, Self-emp-inc,233727, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,7688,0,60, United-States, >50K -21,,216867, Some-college,10, Never-married,, Other-relative, White, Male,0,0,40, Mexico, <=50K -48, Private,168556, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,55, United-States, <=50K -63, Private,60459, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,37, United-States, <=50K -42, Private,212894, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,23, United-States, >50K -17, Private,41865, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,5, United-States, <=50K -30, Private,175413, HS-grad,9, Never-married, Handlers-cleaners, Own-child, Black, Female,0,0,35, United-States, <=50K -33, Private,149902, Some-college,10, Divorced, Exec-managerial, Unmarried, Black, Female,0,0,40, United-States, <=50K -55, Private,180497, Assoc-acdm,12, Divorced, Other-service, Not-in-family, White, Female,0,0,52, United-States, <=50K -39, Self-emp-not-inc,107302, Bachelors,13, Married-civ-spouse, Craft-repair, Other-relative, White, Male,0,0,35, United-States, >50K -33, Private,93283, Bachelors,13, Never-married, Prof-specialty, Unmarried, White, Male,0,0,40, United-States, <=50K -34, Self-emp-not-inc,264351, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, Mexico, <=50K -59, State-gov,136819, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,8, United-States, >50K -32, Self-emp-not-inc,295010, Some-college,10, Separated, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -62, Private,291904, HS-grad,9, Divorced, Priv-house-serv, Not-in-family, Black, Female,0,0,20, United-States, <=50K -21, Self-emp-inc,225442, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -57, State-gov,170108, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,40, United-States, >50K -19, Private,193859, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,2176,0,35, Germany, <=50K -38, Local-gov,326701, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, Other, Male,0,0,40, United-States, >50K -38, State-gov,196373, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,20, United-States, <=50K -20, Private,258730, HS-grad,9, Never-married, Priv-house-serv, Own-child, White, Female,0,0,40, United-States, <=50K -24, Private,190293, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -39, Local-gov,170263, Masters,14, Divorced, Prof-specialty, Unmarried, White, Female,0,0,30, United-States, >50K -24, Private,300275, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -28, State-gov,255254, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, Black, Female,0,0,37, United-States, <=50K -51, Private,166461, 11th,7, Divorced, Machine-op-inspct, Unmarried, Black, Female,5455,0,40, United-States, <=50K -27, Private,96219, HS-grad,9, Divorced, Other-service, Own-child, White, Female,3418,0,32, United-States, <=50K -38, Self-emp-inc,186845, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,99697, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Female,0,0,40, United-States, <=50K -42, Private,143069, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, >50K -53, Private,117674, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,7298,0,40, United-States, >50K -35, Private,261504, HS-grad,9, Married-spouse-absent, Transport-moving, Other-relative, White, Female,0,0,40, Dominican-Republic, <=50K -37, Private,29660, Assoc-acdm,12, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -45, Private,202560, Assoc-acdm,12, Separated, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, >50K -27, Private,178713, 11th,7, Never-married, Sales, Not-in-family, White, Male,0,0,35, United-States, <=50K -34, Private,100734, HS-grad,9, Divorced, Tech-support, Unmarried, White, Female,0,0,40, United-States, <=50K -24, Private,112009, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,35, United-States, <=50K -69, Private,144056, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -47, Private,70209, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -19, Private,143816, Some-college,10, Never-married, Machine-op-inspct, Other-relative, Black, Male,0,0,30, United-States, <=50K -23,,164732, Some-college,10, Never-married,, Not-in-family, White, Male,0,0,10, United-States, <=50K -30, State-gov,714597, Some-college,10, Never-married, Protective-serv, Not-in-family, Black, Male,0,0,45, United-States, <=50K -71, Private,187703, Assoc-voc,11, Widowed, Prof-specialty, Unmarried, White, Female,11678,0,38, United-States, >50K -53, Private,418901, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Other, Male,0,0,40, Mexico, <=50K -22, Private,169188, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -47, Private,70554, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, >50K -28, Private,31801, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1887,50, United-States, >50K -25, Self-emp-not-inc,195000, Some-college,10, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Private,215392, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Wife, White, Female,7298,0,45, United-States, >50K -33, Private,97723, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -41, Private,121012, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -19, Private,218956, 12th,8, Never-married, Machine-op-inspct, Other-relative, White, Male,0,0,40, United-States, <=50K -41, Self-emp-not-inc,171003, 7th-8th,4, Never-married, Other-service, Unmarried, White, Female,0,0,30, United-States, <=50K -20, Self-emp-inc,154782, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Male,0,0,20, United-States, <=50K -27,,132372, HS-grad,9, Never-married,, Unmarried, White, Female,0,0,40,, <=50K -18,,151404, 11th,7, Never-married,, Own-child, White, Female,0,0,15, United-States, <=50K -53, Private,816750, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,72, United-States, >50K -67, Private,92943, HS-grad,9, Widowed, Adm-clerical, Unmarried, White, Female,0,0,21, United-States, <=50K -47,,104489, 10th,6, Married-civ-spouse,, Husband, White, Male,0,0,45, United-States, <=50K -55, Self-emp-not-inc,218456, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,50, Hungary, <=50K -39, Private,301614, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,307134, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,42, United-States, <=50K -37, State-gov,106347, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,65, United-States, <=50K -36, Private,127961, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -32, Self-emp-inc,206297, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,60, United-States, <=50K -20, Private,171156, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,25, United-States, <=50K -31, Private,104729, 1st-4th,2, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,35, Mexico, <=50K -47, Private,85109, Some-college,10, Never-married, Sales, Not-in-family, White, Male,13550,0,45, United-States, >50K -25, Private,199143, HS-grad,9, Divorced, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -24, Private,110371, HS-grad,9, Divorced, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, <=50K -33, Private,250782, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -45, Private,281574, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,6849,0,43, United-States, <=50K -28, Private,147889, 10th,6, Married-AF-spouse, Other-service, Wife, White, Female,0,0,40, United-States, <=50K -36, Private,298753, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,60, United-States, <=50K -55, Private,248841, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, >50K -51, Self-emp-inc,274948, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -22, Private,41763, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,42, United-States, <=50K -27,,176683, Some-college,10, Never-married,, Own-child, White, Male,0,1719,40, United-States, <=50K -37, Private,385251, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -23, Private,145964, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -61, Private,33460, HS-grad,9, Widowed, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -46, State-gov,121586, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -35, Federal-gov,112008, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, Germany, <=50K -24, Private,163053, 11th,7, Never-married, Sales, Not-in-family, White, Female,0,0,36, United-States, <=50K -21,,34446, Some-college,10, Never-married,, Own-child, White, Female,0,0,35, United-States, <=50K -33, Self-emp-not-inc,147201, Bachelors,13, Separated, Prof-specialty, Own-child, Black, Male,0,0,35, United-States, <=50K -60, Private,491214, HS-grad,9, Widowed, Sales, Not-in-family, White, Female,0,0,30, United-States, <=50K -36, Private,102729, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,45, United-States, >50K -37,,70282, HS-grad,9, Never-married,, Not-in-family, Black, Female,0,0,40, United-States, <=50K -48, Self-emp-inc,216214, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,3103,0,40, United-States, >50K -43, Private,212206, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,45, United-States, <=50K -53, Local-gov,235567, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -31, Private,356410, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,99999,0,40, United-States, >50K -26, Private,223558, HS-grad,9, Never-married, Tech-support, Unmarried, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -63, Federal-gov,160473, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -51, Private,150999, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,7298,0,40, United-States, >50K -41, Private,230961, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -71, Private,169114, Some-college,10, Widowed, Prof-specialty, Not-in-family, White, Male,0,1429,40, United-States, <=50K -39, Private,301070, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,70, United-States, >50K -23, Private,163687, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -35, Private,180419, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -18, Private,114828, 12th,8, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,4, United-States, <=50K -44, Private,208606, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -19, Private,165977, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,25, United-States, <=50K -28, Private,110408, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -41, Private,266047, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -52, Private,176124, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -27, Private,144063, 10th,6, Never-married, Craft-repair, Unmarried, White, Male,0,0,75, United-States, <=50K -29, Self-emp-inc,446724, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,35, United-States, <=50K -59, Private,357118, Bachelors,13, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -47, Self-emp-not-inc,102388, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,60, United-States, <=50K -27, Private,191515, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,45, United-States, <=50K -31, Private,94413, HS-grad,9, Divorced, Craft-repair, Other-relative, White, Male,3325,0,40, United-States, <=50K -42, Federal-gov,32627, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,7688,0,45, United-States, >50K -37, Private,218249, 11th,7, Separated, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -38, Private,308798, HS-grad,9, Divorced, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -24, Private,199005, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,25, United-States, <=50K -29, State-gov,108432, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -47, Self-emp-not-inc,149218, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, <=50K -26, Private,552529, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, Black, Female,0,0,40, United-States, <=50K -43, Private,222596, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, Poland, >50K -31, Private,168961, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -37, Private,206951, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,386236, 5th-6th,3, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,30, Mexico, <=50K -20, Private,196388, Some-college,10, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,25, United-States, <=50K -32, Private,162675, Assoc-voc,11, Never-married, Adm-clerical, Own-child, White, Female,0,0,35, Cuba, <=50K -38, Private,187847, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -39, Private,186934, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,38, United-States, <=50K -75,,27663, 7th-8th,4, Separated,, Not-in-family, White, Male,0,0,50, United-States, <=50K -27, Private,180271, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,43, United-States, <=50K -35, Private,215503, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, Canada, <=50K -40, Private,110862, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -28, Private,197905, Some-college,10, Widowed, Craft-repair, Own-child, White, Male,0,0,60, United-States, <=50K -25, Private,355124, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,2001,40, Mexico, <=50K -29, Self-emp-not-inc,109621, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -50, Private,194995, Assoc-voc,11, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -42, Private,137136, HS-grad,9, Never-married, Exec-managerial, Not-in-family, Black, Male,0,0,55, United-States, <=50K -47, Private,67229, 11th,7, Divorced, Transport-moving, Not-in-family, Black, Female,0,0,40, United-States, <=50K -44, Private,197033, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -27, Local-gov,187746, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,3325,0,25, United-States, <=50K -40, Private,98211, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -25, Private,54298, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,30, United-States, <=50K -48, Self-emp-not-inc,49275, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,1485,50, United-States, <=50K -22, Private,237386, Assoc-voc,11, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -40, Private,67243, Some-college,10, Divorced, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -46, Private,168191, HS-grad,9, Separated, Craft-repair, Not-in-family, White, Male,0,0,2, Italy, <=50K -25, Private,132327, Some-college,10, Separated, Adm-clerical, Other-relative, Other, Female,0,0,40, Ecuador, <=50K -17, Private,175109, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,25, United-States, <=50K -61, State-gov,224638, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -23, Private,128487, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,20, United-States, <=50K -30, Private,179747, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -46, Private,195416, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Black, Female,0,0,44, United-States, >50K -37, Private,176949, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -31, Private,114691, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,48, United-States, <=50K -27, State-gov,122540, Some-college,10, Never-married, Craft-repair, Other-relative, White, Male,0,0,40, United-States, <=50K -36, Private,93461, HS-grad,9, Married-civ-spouse, Craft-repair, Wife, White, Female,0,0,30, United-States, <=50K -45, Private,54098, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -22, Private,333838, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -34, Private,174789, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -70, Private,227515, 10th,6, Widowed, Transport-moving, Unmarried, White, Female,0,0,40, Greece, <=50K -45, Federal-gov,391585, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,7688,0,50, United-States, >50K -23, Private,83315, 10th,6, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,10, United-States, <=50K -22, Private,213310, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,35, United-States, <=50K -47, Private,127303, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,255476, 5th-6th,3, Never-married, Other-service, Other-relative, White, Male,0,0,35, Mexico, <=50K -40, Private,320451, Bachelors,13, Married-civ-spouse, Tech-support, Husband, Asian-Pac-Islander, Male,0,0,40,, >50K -33, Private,454717, Some-college,10, Separated, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -23, Private,374474, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,35, United-States, <=50K -19, Private,78401, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -58, Private,168887, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, >50K -55, Private,254711, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,20, United-States, >50K -23, Private,196678, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -53, Private,217201, HS-grad,9, Married-civ-spouse, Craft-repair, Wife, White, Female,0,0,45, United-States, >50K -24, Private,160398, 12th,8, Never-married, Farming-fishing, Own-child, White, Male,0,0,30, United-States, <=50K -43, Private,288829, Assoc-voc,11, Married-civ-spouse, Protective-serv, Husband, White, Male,0,1902,42, United-States, >50K -20, Private,185706, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,20, United-States, <=50K -22, Private,201615, Assoc-acdm,12, Never-married, Adm-clerical, Other-relative, White, Female,0,0,37, United-States, <=50K -48, Private,157092, Some-college,10, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, <=50K -45, Private,130561, 11th,7, Never-married, Sales, Not-in-family, Black, Female,0,0,35, United-States, <=50K -33, Private,202450, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,303942, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -44, Local-gov,339346, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Female,10520,0,60, United-States, >50K -21,,234838, Some-college,10, Never-married,, Own-child, White, Male,0,0,30, United-States, <=50K -42, Private,38389, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -35, Private,147548, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -62, Self-emp-not-inc,116626, Doctorate,16, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, >50K -46, Local-gov,110110, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,65, United-States, >50K -44, Private,230478, Assoc-acdm,12, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,60, United-States, >50K -28, Private,398220, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Mexico, <=50K -38, Self-emp-not-inc,187346, Assoc-acdm,12, Divorced, Other-service, Unmarried, White, Female,0,0,20, United-States, <=50K -59, Self-emp-not-inc,175827, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,211494, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Male,0,1980,55, United-States, <=50K -59, Private,105745, Assoc-voc,11, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, >50K -55, Private,237428, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Male,0,1504,40, United-States, <=50K -40, Private,200766, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, Black, Male,14344,0,40, United-States, >50K -22, State-gov,24896, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,32, United-States, <=50K -35, Private,107164, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -42, Private,202083, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, Canada, <=50K -45, State-gov,53768, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,70, United-States, <=50K -48, Private,159577, 10th,6, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -76,,209674, 7th-8th,4, Divorced,, Not-in-family, White, Female,0,0,7, United-States, <=50K -21, Private,309348, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,18, United-States, <=50K -31, Private,206046, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -65, Self-emp-not-inc,227531, Bachelors,13, Divorced, Other-service, Not-in-family, White, Female,0,0,35, United-States, <=50K -46, Self-emp-not-inc,135339, HS-grad,9, Married-spouse-absent, Craft-repair, Not-in-family, Asian-Pac-Islander, Male,0,0,45, India, >50K -18, Private,155503, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -65, Self-emp-not-inc,176835, Masters,14, Married-spouse-absent, Prof-specialty, Not-in-family, White, Female,7978,0,40, United-States, <=50K -18, Private,163067, Some-college,10, Never-married, Protective-serv, Own-child, White, Female,0,0,40, United-States, <=50K -35, Private,212607, Some-college,10, Never-married, Adm-clerical, Unmarried, Other, Female,0,0,44, Puerto-Rico, <=50K -53, Self-emp-inc,162381, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,45, United-States, >50K -34, Private,195890, Some-college,10, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -33, Federal-gov,49358, 10th,6, Never-married, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -28, Private,136077, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Poland, <=50K -43, Private,119297, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -52, Private,48947, Assoc-voc,11, Widowed, Other-service, Unmarried, White, Female,0,0,13, United-States, <=50K -49, Self-emp-not-inc,32825, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,70, United-States, <=50K -21, State-gov,82847, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,38, United-States, <=50K -61, Private,119684, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,50, United-States, <=50K -54, Private,264143, 9th,5, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,24, United-States, <=50K -45, Private,30690, 7th-8th,4, Never-married, Other-service, Not-in-family, White, Male,0,0,10, United-States, <=50K -24, Private,113631, Bachelors,13, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -26, Private,366889, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -40, Private,393962, Assoc-voc,11, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, <=50K -48, Private,165484, Bachelors,13, Separated, Sales, Not-in-family, White, Male,0,0,65, United-States, >50K -40, Federal-gov,90737, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,1887,40, United-States, >50K -34, Private,379798, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -29, Private,190911, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -25, Private,72887, 11th,7, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,0,40, Philippines, >50K -65, Private,192309, HS-grad,9, Widowed, Other-service, Not-in-family, White, Female,0,0,15, United-States, <=50K -58, Self-emp-not-inc,98361, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -47, Private,121253, Doctorate,16, Divorced, Prof-specialty, Unmarried, White, Female,0,0,29, United-States, <=50K -56, State-gov,270859, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,48, United-States, >50K -26, Self-emp-not-inc,223705, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,40, Columbia, <=50K -45, Private,125892, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,60, United-States, >50K -37, Self-emp-not-inc,202683, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -58,,99131, HS-grad,9, Married-civ-spouse,, Wife, White, Female,7298,0,40, United-States, >50K -56, Private,197577, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -19, Without-pay,43627, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,10, United-States, <=50K -37, Private,175185, Assoc-voc,11, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -19, Private,377405, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,20, United-States, <=50K -24, Private,47541, Masters,14, Never-married, Transport-moving, Not-in-family, White, Male,0,0,25, United-States, <=50K -36, Private,218729, Some-college,10, Married-civ-spouse, Adm-clerical, Own-child, White, Female,0,0,30, United-States, >50K -26, Local-gov,197430, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, <=50K -57, Private,259010, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,84, United-States, <=50K -49, Private,121124, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -21,,334593, Some-college,10, Never-married,, Not-in-family, White, Male,0,0,40, United-States, <=50K -40, Private,374764, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -59, Private,192845, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, >50K -36, Private,144524, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -31, Self-emp-inc,136402, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,255847, 7th-8th,4, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, Mexico, <=50K -29, Private,177955, 9th,5, Never-married, Priv-house-serv, Unmarried, White, Female,0,0,24, El-Salvador, <=50K -35, Private,151835, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,50, United-States, >50K -18, Private,65098, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,15, United-States, <=50K -27, Self-emp-not-inc,328119, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,30, Mexico, <=50K -55, Private,125147, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -52, Private,62834, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,20, United-States, >50K -51, State-gov,230095, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,38, United-States, <=50K -41, Federal-gov,348059, Masters,14, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, >50K -34, Private,425622, 5th-6th,3, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, Mexico, <=50K -25, Local-gov,336320, Bachelors,13, Divorced, Protective-serv, Not-in-family, White, Female,0,0,40, United-States, <=50K -28, Private,225809, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -80, Private,216073, 5th-6th,3, Married-civ-spouse, Other-service, Husband, White, Male,0,0,32, United-States, <=50K -27, Private,267912, 5th-6th,3, Married-civ-spouse, Other-service, Husband, White, Male,0,0,52, Mexico, <=50K -28, Private,108706, HS-grad,9, Married-civ-spouse, Tech-support, Wife, White, Female,0,0,40, United-States, >50K -43, Private,575172, Assoc-voc,11, Married-civ-spouse, Transport-moving, Husband, White, Male,3103,0,32, United-States, >50K -18, Private,311489, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,26, United-States, <=50K -46, Private,189123, Assoc-acdm,12, Married-civ-spouse, Tech-support, Husband, White, Male,7298,0,40, United-States, >50K -42, Private,95998, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,45, United-States, <=50K -50, Self-emp-inc,177487, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,30, United-States, <=50K -30, Private,213002, Some-college,10, Married-civ-spouse, Tech-support, Husband, Black, Male,0,0,14, United-States, <=50K -55, Private,272723, 7th-8th,4, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,40, United-States, <=50K -58, Private,84231, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, >50K -41, Private,475322, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,1617,35, United-States, <=50K -25, Private,120268, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,1741,40, United-States, <=50K -22,,60331, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,10, United-States, <=50K -59, Private,172618, Some-college,10, Divorced, Sales, Not-in-family, White, Male,0,0,56, United-States, <=50K -36, State-gov,173273, Masters,14, Never-married, Prof-specialty, Not-in-family, Black, Female,0,0,40, United-States, <=50K -25, Private,52921, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -19, Private,210364, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -34, Private,87310, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,2174,0,40, United-States, <=50K -51, Private,332489, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, Germany, >50K -31, Private,100333, 11th,7, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,36, United-States, <=50K -21, Private,216867, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -36,,177974, 11th,7, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,292110, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,35, United-States, <=50K -39, Federal-gov,219137, Assoc-acdm,12, Never-married, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -34, Private,159589, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,2051,40, United-States, <=50K -38, Private,186815, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,43, United-States, <=50K -21, Private,22149, HS-grad,9, Never-married, Other-service, Own-child, Amer-Indian-Eskimo, Male,0,0,30, United-States, <=50K -22, Private,228724, Assoc-voc,11, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -29, State-gov,187392, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -25, Private,105930, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -53, State-gov,182907, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -68, Private,322025, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,5, United-States, <=50K -21, Private,263886, Some-college,10, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,20, United-States, <=50K -34, Local-gov,362775, 10th,6, Married-civ-spouse, Other-service, Wife, Amer-Indian-Eskimo, Female,0,0,30, United-States, <=50K -53, Private,96062, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -59,,191665, Some-college,10, Widowed,, Not-in-family, White, Female,0,2205,40, United-States, <=50K -32, Self-emp-not-inc,159322, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,1980,80, United-States, <=50K -33, Local-gov,163867, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,8, United-States, <=50K -34, Self-emp-not-inc,136204, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,32, United-States, >50K -61, Private,160431, HS-grad,9, Widowed, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -46, Private,163324, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,40, United-States, <=50K -32,,161309, Prof-school,15, Married-civ-spouse,, Wife, White, Female,15024,0,50, United-States, >50K -26, Private,208881, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,42, United-States, <=50K -37, Self-emp-not-inc,183127, HS-grad,9, Divorced, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -41, Private,192225, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -59, Local-gov,222081, Bachelors,13, Never-married, Prof-specialty, Other-relative, Black, Female,0,0,35, United-States, <=50K -28, Private,183627, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -39, Private,187921, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,99, United-States, <=50K -25, Private,25497, Some-college,10, Never-married, Transport-moving, Not-in-family, White, Male,4101,0,40, United-States, <=50K -45, Private,353824, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, >50K -30, Private,250804, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -61, Private,385583, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -52, Private,84788, 10th,6, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -54, Private,127704, 7th-8th,4, Separated, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -54,,99208, Preschool,1, Married-civ-spouse,, Husband, White, Male,0,0,16, United-States, <=50K -45, Private,347993, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,44, Mexico, <=50K -48, Private,175958, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,30, United-States, <=50K -36, Self-emp-not-inc,278553, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, Black, Male,15024,0,75, United-States, >50K -49, Private,186009, Some-college,10, Divorced, Other-service, Unmarried, White, Female,0,0,43, United-States, <=50K -31, Private,55104, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,25, United-States, <=50K -65, Local-gov,179411, HS-grad,9, Widowed, Tech-support, Unmarried, White, Female,0,0,35, United-States, <=50K -56, Private,68452, HS-grad,9, Separated, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -38, Local-gov,202027, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -70, Private,113401, 10th,6, Widowed, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -37, Private,186934, Bachelors,13, Married-civ-spouse, Prof-specialty, Other-relative, White, Male,0,0,40, United-States, >50K -43, Federal-gov,190020, Prof-school,15, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -28, Private,198493, Assoc-acdm,12, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -42, Private,256448, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,15, United-States, <=50K -30, Private,622192, Some-college,10, Married-civ-spouse, Other-service, Wife, White, Female,0,0,6, United-States, <=50K -77, Private,133728, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,181824, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,20, United-States, <=50K -17, Private,286422, 10th,6, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,25, United-States, <=50K -59, Private,378585, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,44, United-States, >50K -44, Private,121012, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,5013,0,45, United-States, <=50K -33, Private,164864, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,323,40, United-States, <=50K -17, Private,74706, 11th,7, Never-married, Priv-house-serv, Own-child, White, Male,0,0,20, United-States, <=50K -22, Private,185582, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,25, United-States, >50K -43, Private,132633, Some-college,10, Married-civ-spouse, Handlers-cleaners, Wife, White, Female,0,0,40,, <=50K -42, Federal-gov,230438, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,1887,40, United-States, >50K -26, Private,175540, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -47, Local-gov,115304, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -28, Private,340269, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,3137,0,45, United-States, <=50K -33, Private,171889, 12th,8, Never-married, Sales, Own-child, White, Female,0,0,35, United-States, <=50K -52, Private,94873, HS-grad,9, Widowed, Other-service, Unmarried, White, Male,0,0,19, United-States, <=50K -34,,144194, Assoc-voc,11, Married-civ-spouse,, Husband, White, Male,0,0,35, United-States, <=50K -44, Private,141131, 12th,8, Divorced, Machine-op-inspct, Unmarried, Asian-Pac-Islander, Female,0,0,40, South, <=50K -25, Private,192735, HS-grad,9, Separated, Adm-clerical, Not-in-family, White, Female,0,0,70, United-States, <=50K -33, Self-emp-not-inc,238186, Some-college,10, Never-married, Farming-fishing, Own-child, White, Male,0,0,98, United-States, <=50K -23, Private,305609, Assoc-acdm,12, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,52, United-States, <=50K -29, Private,312845, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,30, United-States, <=50K -21, Private,33884, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -23,,264874, Assoc-voc,11, Never-married,, Other-relative, White, Female,0,0,40,, <=50K -31, State-gov,268832, HS-grad,9, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,37, United-States, <=50K -42, Private,99651, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, <=50K -39, Private,257597, Assoc-acdm,12, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,42, United-States, <=50K -54, Self-emp-inc,195904, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -17, Private,266497, 9th,5, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,40, Mexico, <=50K -63, Private,287972, Bachelors,13, Widowed, Other-service, Other-relative, Black, Female,0,0,20, United-States, <=50K -46, Private,200569, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, United-States, <=50K -62, Local-gov,117292, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,8614,0,45, United-States, >50K -64,,223075, Bachelors,13, Divorced,, Not-in-family, White, Female,0,0,8, United-States, <=50K -54, Private,175339, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -22, Self-emp-inc,333197, HS-grad,9, Never-married, Exec-managerial, Own-child, White, Male,0,2205,45, United-States, <=50K -61, Private,53707, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -73, Private,39212, HS-grad,9, Widowed, Other-service, Not-in-family, White, Female,0,0,20, United-States, <=50K -52, Private,228500, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,234663, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,60, United-States, <=50K -52,,88073, Bachelors,13, Divorced,, Not-in-family, White, Female,0,0,40, United-States, <=50K -35, Private,420040, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -41, Private,126517, Some-college,10, Separated, Sales, Unmarried, Black, Female,0,0,20, United-States, <=50K -31, Private,238002, Bachelors,13, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,55, Mexico, <=50K -53, State-gov,21412, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,147804, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -19, Private,222445, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,10, United-States, <=50K -36, Private,126675, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -42, Private,301080, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -45, Private,382532, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -33, Private,232356, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -26, Private,167350, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,3137,0,50, United-States, <=50K -28,,375703, HS-grad,9, Divorced,, Other-relative, Black, Female,0,1721,40, United-States, <=50K -33, Private,252708, 12th,8, Never-married, Sales, Other-relative, White, Female,0,0,40, Mexico, <=50K -33, Private,186824, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,176101, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,175121, Some-college,10, Never-married, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -17, Private,355850, 11th,7, Never-married, Transport-moving, Own-child, White, Male,0,1602,15, United-States, <=50K -45, Private,180931, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, <=50K -45, State-gov,30219, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -41, Federal-gov,350387, Masters,14, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, India, >50K -24, Private,194247, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -57, Private,137653, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -48, Private,131762, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -31, Self-emp-not-inc,283587, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -33, Self-emp-inc,218164, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,7298,0,55, United-States, >50K -41, Private,287581, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,45, United-States, >50K -41, Private,281725, 5th-6th,3, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,40, Mexico, <=50K -63, Private,50120, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,1573,25, United-States, <=50K -39, Private,156667, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,18, United-States, <=50K -28, Private,566066, Some-college,10, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,45, United-States, <=50K -42, Private,121352, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,80,, >50K -18, Private,260977, 12th,8, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -22, Private,90860, Some-college,10, Never-married, Adm-clerical, Own-child, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -42, Private,218302, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, <=50K -47, Private,170142, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, <=50K -33, Local-gov,171889, HS-grad,9, Divorced, Transport-moving, Unmarried, White, Female,0,0,43, United-States, <=50K -34, Private,193172, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,35, United-States, <=50K -18, Private,164134, HS-grad,9, Never-married, Tech-support, Own-child, White, Female,0,0,10, United-States, <=50K -66, Private,204283, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, <=50K -51,,81169, HS-grad,9, Separated,, Unmarried, White, Female,0,0,38, United-States, <=50K -39, Private,92143, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Wife, White, Female,7688,0,55, United-States, >50K -35, Private,181099, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -56, State-gov,102791, HS-grad,9, Divorced, Adm-clerical, Own-child, White, Female,0,0,35, United-States, <=50K -46, Local-gov,364548, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,42, United-States, >50K -21, Self-emp-inc,153516, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -58, Self-emp-not-inc,189528, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,84, United-States, <=50K -66, Local-gov,154171, Some-college,10, Widowed, Machine-op-inspct, Not-in-family, White, Male,0,0,20, United-States, <=50K -25, Private,90752, Bachelors,13, Never-married, Sales, Own-child, White, Female,0,0,30, United-States, <=50K -57, Private,278763, Assoc-voc,11, Married-spouse-absent, Exec-managerial, Not-in-family, White, Female,0,0,47, United-States, <=50K -28, Private,253581, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Private,59660, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,50, United-States, >50K -57, Self-emp-not-inc,170988, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,55, United-States, <=50K -18,,160984, 11th,7, Never-married,, Own-child, White, Female,0,0,6, United-States, <=50K -24, Private,493732, 1st-4th,2, Never-married, Farming-fishing, Own-child, White, Female,0,0,40, Mexico, <=50K -36, Private,325802, HS-grad,9, Separated, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -42, Private,196344, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, Guatemala, <=50K -32, State-gov,316589, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -35, Self-emp-inc,365739, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -40, Private,309990, Some-college,10, Separated, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -26, Private,241852, 12th,8, Never-married, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -41, Private,184105, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -50, Private,134680, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -20, Private,274545, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,10, United-States, <=50K -36, Private,207853, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,15024,0,65, United-States, >50K -25, Private,284061, Some-college,10, Never-married, Tech-support, Not-in-family, White, Male,0,0,45, United-States, <=50K -62, Private,186446, Some-college,10, Divorced, Tech-support, Unmarried, White, Female,0,0,43, United-States, <=50K -22, Private,255575, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,35, United-States, <=50K -52, Federal-gov,302661, Assoc-acdm,12, Widowed, Exec-managerial, Unmarried, White, Male,13550,0,40, United-States, >50K -52, Private,148509, 10th,6, Married-spouse-absent, Prof-specialty, Other-relative, Asian-Pac-Islander, Male,0,0,45,, <=50K -48, Private,211239, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,2415,60, United-States, >50K -70, Private,50468, HS-grad,9, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,3175,15, United-States, <=50K -41, Private,316820, Bachelors,13, Divorced, Sales, Not-in-family, White, Male,0,0,40, United-States, >50K -21, Private,145964, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,7298,0,60, United-States, >50K -39, Private,185084, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,55, United-States, <=50K -29, Private,183111, Assoc-voc,11, Never-married, Transport-moving, Own-child, White, Male,0,0,60, United-States, <=50K -28, Private,63042, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,35, United-States, <=50K -31, Private,339738, HS-grad,9, Married-civ-spouse, Transport-moving, Other-relative, Black, Male,0,0,40, United-States, <=50K -23, Private,273049, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,20, United-States, <=50K -54, State-gov,239256, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -73, Self-emp-not-inc,110102, HS-grad,9, Widowed, Farming-fishing, Not-in-family, White, Male,0,1668,77, United-States, <=50K -29, State-gov,165764, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, Black, Female,0,0,35, United-States, <=50K -22, Private,152744, Some-college,10, Never-married, Adm-clerical, Not-in-family, Asian-Pac-Islander, Female,0,0,10, United-States, <=50K -57, Local-gov,212303, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -41, Self-emp-not-inc,118544, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,32, United-States, <=50K -39, Private,269548, 1st-4th,2, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,70, Mexico, <=50K -25, State-gov,319303, Some-college,10, Divorced, Other-service, Unmarried, White, Male,0,2472,40, United-States, >50K -74, Without-pay,216001, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,20, United-States, <=50K -45, Private,205816, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,40, United-States, >50K -18, Private,427437, HS-grad,9, Never-married, Sales, Own-child, Black, Female,0,0,40, United-States, <=50K -24, Private,198259, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -45, Private,54314, 9th,5, Never-married, Other-service, Not-in-family, White, Male,0,0,20, United-States, <=50K -32, Private,195744, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -53, Local-gov,294547, Some-college,10, Divorced, Protective-serv, Not-in-family, White, Male,0,0,48, United-States, <=50K -50, Private,77521, 11th,7, Never-married, Priv-house-serv, Unmarried, White, Female,0,0,40, United-States, <=50K -35, Private,288158, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,125010, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,45, United-States, <=50K -32, Private,80945, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Nicaragua, >50K -21, Private,33016, 10th,6, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,25, United-States, <=50K -42, Private,388725, Masters,14, Divorced, Sales, Not-in-family, White, Male,0,0,50, United-States, >50K -37, Local-gov,347136, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,44, United-States, <=50K -53, Self-emp-inc,158294, Assoc-voc,11, Married-civ-spouse, Farming-fishing, Husband, White, Male,99999,0,75, United-States, >50K -34, Private,362787, 10th,6, Married-spouse-absent, Other-service, Unmarried, Black, Female,0,0,30, United-States, <=50K -29, Private,39388, HS-grad,9, Divorced, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -55, Private,322691, Masters,14, Widowed, Exec-managerial, Own-child, White, Male,0,0,62, United-States, >50K -29, Private,31659, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,2202,0,45, United-States, <=50K -70, Private,176940, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,16, United-States, <=50K -26, Local-gov,189027, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,98719, HS-grad,9, Divorced, Handlers-cleaners, Unmarried, White, Male,0,0,40, United-States, <=50K -58, Private,172238, HS-grad,9, Widowed, Exec-managerial, Unmarried, White, Female,0,0,50, United-States, <=50K -23,,170456, Some-college,10, Never-married,, Own-child, White, Male,0,0,5, United-States, <=50K -27, Private,129009, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,55, United-States, <=50K -17, Private,247580, 12th,8, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,18, United-States, <=50K -29, Private,204516, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,52, United-States, <=50K -26, Private,192652, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,20, United-States, <=50K -31, Private,336543, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,45, United-States, >50K -29,,143938, HS-grad,9, Separated,, Unmarried, Black, Female,0,0,40, United-States, <=50K -22, Private,272591, 10th,6, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,30, United-States, <=50K -28, Local-gov,312372, HS-grad,9, Never-married, Handlers-cleaners, Other-relative, Black, Male,0,0,40, United-States, <=50K -28, Local-gov,172270, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,45, United-States, <=50K -20, Private,342414, Some-college,10, Never-married, Transport-moving, Own-child, White, Male,0,0,24, United-States, <=50K -58, Private,123886, HS-grad,9, Never-married, Sales, Other-relative, Black, Female,0,0,40, United-States, <=50K -23, Private,398130, HS-grad,9, Divorced, Sales, Not-in-family, White, Male,0,0,96, United-States, <=50K -34, Private,142989, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,331539, HS-grad,9, Never-married, Craft-repair, Not-in-family, Other, Male,0,0,40, United-States, <=50K -19, Private,225156, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -18,,311863, HS-grad,9, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -35, Local-gov,170682, 11th,7, Married-civ-spouse, Prof-specialty, Wife, Black, Female,0,0,32, United-States, <=50K -21, Private,96178, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -20,,37932, Some-college,10, Never-married,, Own-child, White, Male,0,0,30, United-States, <=50K -49, Private,198126, 7th-8th,4, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K -34, Private,344275, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,60,, >50K -37, Private,112497, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -36, Private,178487, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,1669,40, United-States, <=50K -44, Private,55395, Assoc-voc,11, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -39, Local-gov,131239, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -36, Self-emp-not-inc,104772, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,3908,0,40, United-States, <=50K -53, Private,427320, Bachelors,13, Divorced, Other-service, Not-in-family, Black, Male,3325,0,40, United-States, <=50K -34,,73296, 11th,7, Never-married,, Not-in-family, Black, Female,0,0,40, United-States, <=50K -24, Private,216853, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,37, United-States, <=50K -40, Private,259757, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -47, Private,200734, HS-grad,9, Separated, Priv-house-serv, Not-in-family, Black, Female,0,0,50, Nicaragua, <=50K -19,,87515, HS-grad,9, Never-married,, Own-child, White, Male,0,0,44, Germany, <=50K -18, Private,161245, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,8, United-States, <=50K -32, Private,262024, HS-grad,9, Never-married, Other-service, Own-child, Black, Male,0,0,38, United-States, <=50K -21, Private,287681, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, Mexico, <=50K -27, Private,303601, 12th,8, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -58,,365410, Some-college,10, Separated,, Other-relative, White, Female,0,0,99, United-States, <=50K -29, Self-emp-not-inc,394356, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,263150, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,45, United-States, >50K -45, State-gov,86618, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, >50K -43, Private,120277, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,45, United-States, <=50K -63, Federal-gov,90393, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,48, United-States, <=50K -26, Self-emp-inc,79078, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,50, United-States, <=50K -42, State-gov,197344, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,120998, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,20, United-States, <=50K -36, Private,37522, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,15024,0,50, United-States, >50K -44, Private,96321, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -18, Private,217302, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,30, United-States, <=50K -69, Private,137109, 10th,6, Divorced, Other-service, Not-in-family, White, Female,0,0,16, United-States, <=50K -40, Private,227823, Assoc-acdm,12, Divorced, Adm-clerical, Own-child, White, Female,0,0,70, United-States, <=50K -37, Private,22149, HS-grad,9, Never-married, Other-service, Own-child, Amer-Indian-Eskimo, Male,0,0,18, United-States, <=50K -39, Private,176900, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, >50K -57, Private,154368, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -28, Private,183445, HS-grad,9, Separated, Priv-house-serv, Own-child, White, Female,0,0,40, Guatemala, <=50K -23, Private,193537, HS-grad,9, Never-married, Adm-clerical, Own-child, Black, Male,0,0,20, United-States, <=50K -20, Private,313873, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,30, United-States, <=50K -46, Private,34186, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -44, State-gov,271807, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,16, United-States, <=50K -67,,46449, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,10, United-States, <=50K -31, Private,128065, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -24, Private,176486, Bachelors,13, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -54, Private,191072, Bachelors,13, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,35, United-States, <=50K -28, Private,34452, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -30, State-gov,123253, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, <=50K -42, Private,113461, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -17, Private,116267, 12th,8, Never-married, Craft-repair, Own-child, White, Male,0,0,15, Columbia, <=50K -32, Private,30433, Bachelors,13, Never-married, Tech-support, Other-relative, White, Female,0,0,72, United-States, <=50K -25, Private,198512, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -49, Self-emp-inc,131826, Prof-school,15, Widowed, Prof-specialty, Unmarried, White, Male,99999,0,50, United-States, >50K -35, Private,129764, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, <=50K -32, Private,49398, Bachelors,13, Separated, Prof-specialty, Not-in-family, White, Male,10520,0,40, United-States, >50K -17, Local-gov,292285, 11th,7, Never-married, Prof-specialty, Own-child, White, Female,0,0,25, United-States, <=50K -61, Federal-gov,91726, Masters,14, Married-civ-spouse, Tech-support, Wife, White, Female,0,0,40, United-States, >50K -56, Private,178282, HS-grad,9, Widowed, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -50, Private,227458, HS-grad,9, Never-married, Exec-managerial, Unmarried, White, Male,0,0,51, United-States, <=50K -32, Private,183470, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, Amer-Indian-Eskimo, Male,0,0,42, United-States, <=50K -41, Private,275446, Some-college,10, Separated, Machine-op-inspct, Not-in-family, Black, Male,0,0,40, United-States, <=50K -41, Private,328013, Masters,14, Never-married, Prof-specialty, Not-in-family, Black, Male,0,0,65, United-States, <=50K -19, Private,382688, 10th,6, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,20, United-States, <=50K -18, Private,122988, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,20, United-States, <=50K -25, Private,175537, Bachelors,13, Never-married, Adm-clerical, Own-child, Black, Female,0,0,40, United-States, <=50K -21, Private,256278, HS-grad,9, Never-married, Other-service, Other-relative, Other, Female,0,0,35, El-Salvador, <=50K -34, Private,161153, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -31, Private,48189, 9th,5, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,65, United-States, <=50K -36, Private,186531, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -19, Private,96866, Some-college,10, Never-married, Other-service, Other-relative, White, Female,0,0,30, United-States, <=50K -35, Private,117555, Assoc-acdm,12, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, <=50K -18,,98549, HS-grad,9, Never-married,, Own-child, White, Female,0,1602,35, United-States, <=50K -39, Private,101782, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -30, Private,234753, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,34, United-States, >50K -59, Private,59469, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -28, Private,614113, Some-college,10, Separated, Adm-clerical, Unmarried, Black, Female,0,0,30, United-States, <=50K -47, Private,203505, Doctorate,16, Never-married, Prof-specialty, Own-child, White, Female,0,0,23, United-States, <=50K -27, Private,128365, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -56, Private,36990, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,52, United-States, >50K -18, Private,303240, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -76,,217043, 10th,6, Married-civ-spouse,, Husband, White, Male,0,0,15, United-States, <=50K -56, Private,176079, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,15024,0,24, United-States, >50K -40, Self-emp-inc,266047, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,65, United-States, >50K -39, Self-emp-inc,285890, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,40, Haiti, >50K -24, Private,70261, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -23, Private,214236, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -36, Self-emp-not-inc,143385, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -55, Private,150507, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,292264, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -39, Self-emp-inc,110861, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -32, Private,225064, HS-grad,9, Divorced, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -32, Private,154120, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, Trinadad&Tobago, <=50K -17, Private,34465, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,32, United-States, <=50K -29, Private,89598, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,2057,35, United-States, <=50K -54, Private,183668, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,189382, Assoc-acdm,12, Divorced, Adm-clerical, Not-in-family, White, Female,0,1504,40, United-States, <=50K -67,,165103, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,2174,50, United-States, >50K -48, Private,44216, Masters,14, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,20, United-States, <=50K -17, Private,150471, 10th,6, Never-married, Other-service, Own-child, White, Female,0,0,25, United-States, <=50K -41, Private,32627, HS-grad,9, Divorced, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -43, Self-emp-not-inc,153109, Assoc-acdm,12, Divorced, Exec-managerial, Unmarried, White, Female,0,0,60, United-States, <=50K -29, Private,352451, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -43, Private,176716, Bachelors,13, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,70, United-States, >50K -46, Federal-gov,171850, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,42, United-States, <=50K -42, Private,260496, HS-grad,9, Never-married, Machine-op-inspct, Own-child, Black, Female,0,0,40, United-States, <=50K -36, Private,154410, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,1902,40, United-States, >50K -31, Self-emp-not-inc,23500, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,75, United-States, <=50K -60, Private,178312, 11th,7, Married-civ-spouse, Sales, Husband, White, Male,0,1902,70, United-States, >50K -50, Private,62593, Assoc-voc,11, Married-civ-spouse, Farming-fishing, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, >50K -30, Private,123291, Some-college,10, Separated, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -22, Private,313817, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -57, State-gov,229270, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Other, Male,0,1579,37, United-States, <=50K -43, Private,212027, Bachelors,13, Divorced, Prof-specialty, Not-in-family, Black, Male,0,0,38, United-States, <=50K -58, Private,259532, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,70, United-States, <=50K -26, Local-gov,213258, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -26, Private,316337, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -38, Private,179123, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, >50K -26, Private,191765, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, Scotland, <=50K -59, Self-emp-inc,188877, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -41, Private,55395, Some-college,10, Married-spouse-absent, Other-service, Unmarried, White, Male,0,0,40, United-States, <=50K -21, Private,161051, Some-college,10, Never-married, Tech-support, Own-child, Black, Female,0,0,4, United-States, <=50K -30, Private,241844, HS-grad,9, Separated, Handlers-cleaners, Own-child, Black, Male,0,0,40, United-States, <=50K -36, Private,232142, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,80, United-States, <=50K -43, Private,311534, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,44, United-States, >50K -68, Self-emp-not-inc,128986, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,30, United-States, <=50K -18, Private,67019, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -23, Private,208826, Bachelors,13, Never-married, Exec-managerial, Unmarried, White, Female,0,0,30, United-States, <=50K -43, Private,256813, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,40, United-States, >50K -44, Private,160919, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,30, United-States, <=50K -43, Private,107584, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, <=50K -59, Self-emp-inc,159472, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,408318, 7th-8th,4, Married-spouse-absent, Other-service, Not-in-family, White, Male,0,0,25, Mexico, <=50K -61, Private,194956, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -52, State-gov,21764, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -37, Private,277347, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -57, Private,104455, Some-college,10, Married-spouse-absent, Sales, Own-child, Asian-Pac-Islander, Female,0,0,90, United-States, >50K -30, Private,117584, Masters,14, Never-married, Prof-specialty, Not-in-family, Black, Female,0,0,20, United-States, <=50K -38, Private,131288, Assoc-voc,11, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,50, United-States, <=50K -46, Private,99014, Some-college,10, Divorced, Other-service, Own-child, White, Female,0,0,35, United-States, <=50K -22, Private,141003, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -64, Private,344014, Some-college,10, Divorced, Tech-support, Unmarried, Black, Female,0,1741,40, United-States, <=50K -45, Private,175600, Assoc-voc,11, Divorced, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -31, Local-gov,240504, Some-college,10, Married-civ-spouse, Protective-serv, Husband, Black, Male,0,1902,50, United-States, >50K -20, Private,174436, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,60, United-States, <=50K -29, Private,194869, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,35, United-States, <=50K -23, Private,164901, Some-college,10, Never-married, Exec-managerial, Own-child, White, Male,0,0,20, United-States, <=50K -62, Private,72886, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -41, Self-emp-inc,130126, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, >50K -42, Self-emp-inc,196514, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -31, Private,103651, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -25, Private,261419, Bachelors,13, Never-married, Sales, Own-child, White, Male,0,0,50, United-States, <=50K -61, Private,206339, 10th,6, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -27, Private,445365, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -40, Private,227466, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,50, United-States, <=50K -49, Private,96854, HS-grad,9, Divorced, Other-service, Unmarried, White, Male,0,0,40, United-States, <=50K -21, Private,163595, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,45, United-States, <=50K -22, State-gov,181096, Bachelors,13, Never-married, Prof-specialty, Own-child, Black, Male,0,0,20, United-States, <=50K -24, Private,95984, Assoc-voc,11, Never-married, Sales, Not-in-family, White, Male,0,0,55, United-States, <=50K -37, Private,472517, Assoc-voc,11, Divorced, Other-service, Not-in-family, White, Female,0,0,4, United-States, <=50K -46, Local-gov,60751, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -35, Private,107302, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -41, Private,106501, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,50, United-States, >50K -23, Private,32732, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -34, Self-emp-inc,174789, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -39, Private,301628, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, >50K -29, Private,27436, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,35, United-States, <=50K -24, Private,93977, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -54, Private,139127, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -28, Private,258231, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -25, Self-emp-not-inc,136309, 11th,7, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -50, Private,266433, Some-college,10, Divorced, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -59, Private,140363, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,42, United-States, >50K -58, Private,179715, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,47, United-States, >50K -55, Private,204816, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -58, Private,35520, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,7688,0,40, United-States, >50K -46, Private,101320, Bachelors,13, Separated, Prof-specialty, Unmarried, White, Female,0,0,42, United-States, >50K -40, Private,210857, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,50, United-States, >50K -40, Self-emp-not-inc,60949, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -57, Local-gov,139095, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -46, Private,233493, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,1579,40, United-States, <=50K -36, Private,176249, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,1590,40, United-States, <=50K -29, Private,187746, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -32, Private,49593, HS-grad,9, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -24, Self-emp-not-inc,240160, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,35, United-States, <=50K -63, Private,76286, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Other, Male,0,0,40, India, >50K -23, Private,65225, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,15, United-States, <=50K -36, Private,225330, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -31, Private,101562, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,50, United-States, >50K -52, Self-emp-not-inc,27539, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,7688,0,72, United-States, >50K -60, Local-gov,227311, 10th,6, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -29,,51260, HS-grad,9, Never-married,, Not-in-family, Black, Male,0,0,40, United-States, <=50K -31, Private,256609, HS-grad,9, Married-spouse-absent, Handlers-cleaners, Not-in-family, White, Male,0,0,40, Mexico, <=50K -35, Local-gov,123939, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -24, Federal-gov,203182, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,2174,0,40, United-States, <=50K -38, Private,111128, Some-college,10, Divorced, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -42, Private,112451, HS-grad,9, Never-married, Other-service, Not-in-family, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -44,,177461, Some-college,10, Divorced,, Unmarried, Amer-Indian-Eskimo, Male,0,0,50, United-States, <=50K -24, Private,332155, HS-grad,9, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,20, United-States, <=50K -42, Local-gov,178983, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,0,37, United-States, <=50K -54, Private,199392, 5th-6th,3, Divorced, Machine-op-inspct, Other-relative, White, Female,0,0,40, Nicaragua, <=50K -19, Private,311015, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -20, Private,126038, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -21, Private,402124, Assoc-voc,11, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Private,198660, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -26,,228457, 11th,7, Never-married,, Not-in-family, White, Male,0,0,40, United-States, <=50K -34, Self-emp-inc,223267, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,2829,0,78, United-States, <=50K -22, Self-emp-not-inc,249046, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,35, United-States, <=50K -45, Self-emp-not-inc,127948, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,154785, Some-college,10, Never-married, Adm-clerical, Unmarried, Asian-Pac-Islander, Female,0,0,40, China, <=50K -28, Private,248404, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,60, United-States, <=50K -31, Private,137978, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,144778, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -30, Private,133250, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -28, Private,402771, Assoc-voc,11, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,23, United-States, <=50K -47,,97075, HS-grad,9, Divorced,, Unmarried, White, Female,0,0,40, United-States, <=50K -21, Private,116234, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,44, United-States, <=50K -25, Local-gov,262818, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,35, Guatemala, <=50K -47, Private,138342, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -50, Private,123374, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -23, Private,202373, HS-grad,9, Never-married, Sales, Own-child, Black, Male,0,0,20, United-States, <=50K -54, Self-emp-not-inc,180522, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,70, United-States, <=50K -24, Local-gov,140647, HS-grad,9, Never-married, Other-service, Own-child, Black, Male,0,0,36, United-States, <=50K -50, Private,136898, Assoc-voc,11, Widowed, Exec-managerial, Unmarried, White, Female,0,0,55,, <=50K -29, Private,140927, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,114055, Assoc-voc,11, Never-married, Prof-specialty, Unmarried, White, Female,3325,0,40, United-States, <=50K -46, Private,114222, Assoc-voc,11, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -39, Self-emp-inc,51089, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,30, United-States, <=50K -46, Private,37353, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,45, United-States, <=50K -36, Local-gov,379672, Assoc-voc,11, Divorced, Exec-managerial, Unmarried, White, Female,0,0,60, United-States, <=50K -64, Private,130727, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,2174,0,37, United-States, <=50K -51, Private,172046, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -57, Private,228764, Assoc-voc,11, Divorced, Machine-op-inspct, Not-in-family, Black, Male,0,0,40, United-States, <=50K -21, Private,376393, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,25, United-States, <=50K -53, Private,185283, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -61, Self-emp-not-inc,195789, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,30, United-States, <=50K -50, Private,243115, HS-grad,9, Married-spouse-absent, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -74, Private,147558, Some-college,10, Divorced, Sales, Not-in-family, White, Female,7262,0,30, United-States, >50K -22, State-gov,62865, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,8, United-States, <=50K -25, Self-emp-not-inc,275197, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -63, Self-emp-not-inc,124015, Masters,14, Separated, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, >50K -38, Self-emp-inc,282951, Some-college,10, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -46, Private,105253, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,50, United-States, >50K -31, Private,119164, HS-grad,9, Never-married, Exec-managerial, Other-relative, White, Male,0,0,40,, <=50K -35, Self-emp-not-inc,263081, Some-college,10, Never-married, Other-service, Not-in-family, Black, Male,0,0,84, United-States, <=50K -54, Private,96062, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -50, Private,44942, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,1848,48, United-States, >50K -37, Federal-gov,127879, Some-college,10, Never-married, Exec-managerial, Own-child, Black, Female,0,0,40, United-States, <=50K -37, Private,109633, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -29, Private,109404, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -56, Private,126677, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,3103,0,40, United-States, >50K -52, Private,101113, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,66, United-States, >50K -40, Private,117523, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, Columbia, <=50K -29, Private,183523, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,40, United-States, >50K -46, Self-emp-not-inc,311231, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -49, Private,459556, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,50, United-States, <=50K -37, Private,95551, Some-college,10, Divorced, Sales, Not-in-family, White, Female,0,0,45, United-States, <=50K -36, Private,126675, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, <=50K -32, Private,200246, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -53, Private,108435, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, Italy, <=50K -18, Private,141332, 11th,7, Never-married, Sales, Own-child, Black, Male,0,0,8, United-States, <=50K -48, Private,117310, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,20, United-States, <=50K -26, Private,182380, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -64,,226878, Masters,14, Married-civ-spouse,, Wife, Black, Female,9386,0,50, Jamaica, >50K -49, Private,123807, HS-grad,9, Separated, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -41, Private,109539, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -20, Local-gov,38455, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,10, United-States, <=50K -56, Private,294209, HS-grad,9, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,48, United-States, <=50K -33, Private,130215, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,0,0,35,, <=50K -29, Private,285294, Assoc-acdm,12, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -29, Private,168221, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -55, Private,288907, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,4787,0,40, United-States, >50K -26, Private,391349, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,45, United-States, <=50K -32, Private,170276, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,46, United-States, >50K -33, Private,117963, HS-grad,9, Never-married, Machine-op-inspct, Other-relative, White, Male,0,0,55, United-States, <=50K -54, Local-gov,68015, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -20,,285208, Some-college,10, Never-married,, Own-child, White, Female,0,0,30, United-States, <=50K -33, Private,181091, 12th,8, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,16, United-States, <=50K -44, Self-emp-not-inc,53956, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,57, United-States, <=50K -47, Federal-gov,198223, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -90, Self-emp-not-inc,83601, Prof-school,15, Widowed, Prof-specialty, Not-in-family, White, Male,1086,0,60, United-States, <=50K -26, Self-emp-not-inc,201579, 5th-6th,3, Never-married, Prof-specialty, Unmarried, White, Male,0,0,14, Mexico, <=50K -44, Private,137367, HS-grad,9, Married-civ-spouse, Other-service, Husband, Asian-Pac-Islander, Male,0,0,40, Thailand, <=50K -33, Private,227325, Assoc-acdm,12, Never-married, Other-service, Not-in-family, White, Male,0,0,60, Scotland, <=50K -28, Private,129814, Some-college,10, Separated, Craft-repair, Unmarried, White, Male,0,0,50, United-States, <=50K -26, Private,193050, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,18, United-States, <=50K -33, Private,204557, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,165743, 9th,5, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -34, Self-emp-not-inc,48935, Some-college,10, Married-civ-spouse, Farming-fishing, Wife, White, Female,0,0,30, United-States, <=50K -70, Private,177906, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,6514,0,40, United-States, >50K -18, Private,93985, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,30, United-States, <=50K -20, Private,148351, 7th-8th,4, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,40,, <=50K -65, Local-gov,172646, 9th,5, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -52, Private,145409, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,48, United-States, <=50K -48, Private,548568, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -47, Private,117849, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,320425, Some-college,10, Never-married, Prof-specialty, Own-child, White, Male,0,0,30, United-States, <=50K -25, Private,158734, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,45, United-States, <=50K -59, Private,168416, HS-grad,9, Married-spouse-absent, Priv-house-serv, Not-in-family, White, Female,0,0,36, Poland, <=50K -63, Self-emp-not-inc,33487, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,70, United-States, >50K -34, Private,205072, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -44, Private,210525, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -45, Self-emp-not-inc,32948, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -48, Self-emp-inc,196689, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -61, Private,87032, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -44, Self-emp-inc,325159, Assoc-voc,11, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -42, Self-emp-not-inc,52131, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -40, Private,266439, Assoc-voc,11, Married-civ-spouse, Other-service, Husband, White, Male,0,0,15, United-States, <=50K -22, Private,61850, Masters,14, Never-married, Sales, Other-relative, White, Female,0,0,21, United-States, <=50K -19, Private,163015, Some-college,10, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,20, United-States, <=50K -25, Private,225135, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -28, Self-emp-inc,109001, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Male,0,0,60, United-States, <=50K -33, Private,45796, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -29, Private,214987, Some-college,10, Divorced, Handlers-cleaners, Not-in-family, White, Male,2174,0,40, United-States, <=50K -19, Private,311974, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, Mexico, <=50K -48, Private,77404, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -43, Private,153132, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -42, Self-emp-not-inc,64631, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -63, Private,151364, HS-grad,9, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,25, United-States, <=50K -25, Private,87487, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,50, United-States, <=50K -41, Self-emp-not-inc,200479, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,65, United-States, <=50K -66, Private,30740, HS-grad,9, Never-married, Tech-support, Not-in-family, White, Female,0,0,15, United-States, <=50K -59, Private,153484, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -29, Local-gov,214385, Masters,14, Never-married, Prof-specialty, Not-in-family, Black, Female,0,0,35, United-States, <=50K -29,,565769, Preschool,1, Never-married,, Not-in-family, Black, Male,0,0,40, South, <=50K -44, Self-emp-not-inc,92162, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -29, Private,210945, 11th,7, Separated, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -41, Private,63105, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,42, United-States, >50K -44, Private,185602, Assoc-voc,11, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -37, Self-emp-inc,329980, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,15024,0,50, United-States, >50K -70, Local-gov,111712, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,22, United-States, <=50K -25, Local-gov,48317, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,30, United-States, <=50K -42, Private,84661, Some-college,10, Divorced, Craft-repair, Own-child, White, Male,0,0,30, United-States, <=50K -47, Private,121622, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -21, Private,37514, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,30, United-States, <=50K -72, Private,174993, Some-college,10, Widowed, Other-service, Not-in-family, White, Female,0,0,35, United-States, <=50K -56, Private,159472, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -52, Local-gov,195635, HS-grad,9, Divorced, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -37, Private,108282, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -63, Private,55946, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,123306, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,284250, Some-college,10, Married-civ-spouse, Adm-clerical, Own-child, Black, Female,0,0,40, United-States, <=50K -60, Private,113443, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,45, United-States, <=50K -23, Private,309178, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -44, Private,69236, Some-college,10, Divorced, Adm-clerical, Not-in-family, Asian-Pac-Islander, Male,0,0,40, Japan, <=50K -34, Local-gov,182926, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,126675, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -39, Private,187693, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -56, Private,41100, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, >50K -53, State-gov,261839, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -55, Private,97197, Some-college,10, Divorced, Sales, Not-in-family, White, Female,0,0,50, United-States, <=50K -29, Private,260645, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -56, Private,116878, 5th-6th,3, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Portugal, >50K -49,,227690, HS-grad,9, Divorced,, Not-in-family, White, Female,0,0,40, United-States, <=50K -29, Private,199411, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -25, Private,194813, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -47, Private,177087, HS-grad,9, Widowed, Exec-managerial, Not-in-family, White, Female,0,2444,50, United-States, >50K -44, Self-emp-not-inc,242434, Bachelors,13, Divorced, Sales, Not-in-family, White, Female,27828,0,60, United-States, >50K -27, Private,399123, HS-grad,9, Never-married, Handlers-cleaners, Other-relative, Black, Male,0,1719,40, United-States, <=50K -47, Private,216999, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -47, Private,47270, 12th,8, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -42, Federal-gov,122215, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, United-States, >50K -26, Private,37898, Assoc-voc,11, Never-married, Craft-repair, Not-in-family, White, Male,0,0,65, United-States, <=50K -38, Private,61343, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,32533, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,30, United-States, <=50K -30, Private,296897, HS-grad,9, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -29, Private,201101, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, <=50K -41, Private,155293, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -40, Private,101593, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -46, State-gov,104908, HS-grad,9, Never-married, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -54, Self-emp-not-inc,139023, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -44, Private,429832, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -32, Private,352542, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -64, Private,29559, HS-grad,9, Divorced, Handlers-cleaners, Not-in-family, White, Female,0,0,38, United-States, <=50K -61, Local-gov,205711, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,30, United-States, >50K -49, Private,160706, 11th,7, Separated, Machine-op-inspct, Not-in-family, White, Male,0,0,40, Puerto-Rico, <=50K -59, Federal-gov,101626, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,45, United-States, >50K -29, Private,245226, HS-grad,9, Never-married, Handlers-cleaners, Unmarried, Black, Male,0,0,40, United-States, <=50K -39, Private,118286, Some-college,10, Married-civ-spouse, Sales, Husband, Black, Male,0,0,40, United-States, <=50K -22, Private,187703, Assoc-voc,11, Never-married, Other-service, Other-relative, White, Male,0,0,40, Guatemala, <=50K -49, Private,289707, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Male,0,0,60, United-States, <=50K -32, Private,68330, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1485,40, United-States, <=50K -33, Private,118786, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,1590,40, United-States, <=50K -45, Private,203785, 9th,5, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,32732, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,25, United-States, <=50K -54, Local-gov,204567, HS-grad,9, Widowed, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -39, Self-emp-not-inc,131808, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,7688,0,80, United-States, >50K -22, Private,33272, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,25, United-States, <=50K -55, Private,117477, 11th,7, Married-spouse-absent, Other-service, Unmarried, Black, Female,0,0,40, Jamaica, <=50K -36, Self-emp-not-inc,240191, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,41310,0,90, South, <=50K -38, Private,93287, 11th,7, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,127651, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -57, Private,222477, Some-college,10, Married-civ-spouse, Prof-specialty, Wife, White, Female,15024,0,8, United-States, >50K -23, Private,345734, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -30, Private,111567, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -38, Private,108293, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,45, United-States, >50K -34, Private,424988, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Mexico, <=50K -38, Local-gov,94529, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Wife, White, Female,3103,0,50, United-States, >50K -42, Private,163322, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,38, United-States, <=50K -52, Local-gov,181132, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,1887,40, United-States, >50K -32, Private,140092, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, <=50K -29, Private,131913, Some-college,10, Never-married, Adm-clerical, Other-relative, Black, Female,0,0,40, United-States, <=50K -74, Private,175945, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,28, United-States, <=50K -48, Private,247053, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -17, Self-emp-not-inc,226203, 12th,8, Never-married, Sales, Own-child, White, Male,0,0,45, United-States, <=50K -23, Private,205865, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,2179,60, United-States, <=50K -22, Local-gov,200109, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,15, United-States, <=50K -53, Private,175029, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -20, Private,55465, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -39, Self-emp-not-inc,36989, Assoc-voc,11, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,70, United-States, >50K -23, Private,255685, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, Black, Male,0,0,25, United-States, <=50K -30, Private,180765, 11th,7, Divorced, Other-service, Unmarried, White, Female,0,0,32, United-States, <=50K -34, Self-emp-not-inc,180607, HS-grad,9, Married-spouse-absent, Other-service, Unmarried, White, Female,0,0,45, United-States, <=50K -39, Private,48063, 12th,8, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,32, United-States, <=50K -37, State-gov,159491, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, >50K -28, Private,167789, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,60, United-States, <=50K -23, Private,124971, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -19, State-gov,61710, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,12, United-States, <=50K -32, Private,127895, HS-grad,9, Never-married, Machine-op-inspct, Own-child, Black, Female,0,0,40, United-States, <=50K -23, Private,390348, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,44, Japan, <=50K -25, Private,205337, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -52, Private,260954, 10th,6, Widowed, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -30,,331237, HS-grad,9, Separated,, Own-child, Black, Female,0,0,20, United-States, <=50K -22, Private,177526, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,2907,0,30, United-States, <=50K -27, Private,113882, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,4508,0,40, United-States, <=50K -32, Private,29144, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,35, United-States, <=50K -39, Local-gov,124685, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Husband, Asian-Pac-Islander, Male,0,0,50, United-States, <=50K -18, Private,88440, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,36, United-States, <=50K -28, Private,265074, 11th,7, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -50, Local-gov,306985, Masters,14, Married-civ-spouse, Adm-clerical, Other-relative, White, Female,0,2415,50, United-States, >50K -72, Private,181494, HS-grad,9, Widowed, Other-service, Unmarried, White, Female,0,0,25, United-States, <=50K -76, Private,138403, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,20, United-States, <=50K -35, Private,216473, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -36, Private,143123, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,1902,40, United-States, >50K -19, Private,132717, HS-grad,9, Married-civ-spouse, Other-service, Own-child, White, Female,0,0,15, United-States, <=50K -23, State-gov,389792, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Male,0,0,30, United-States, <=50K -36, Private,359001, Assoc-voc,11, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -50, Private,260052, Bachelors,13, Divorced, Exec-managerial, Unmarried, White, Male,15020,0,40, United-States, >50K -20, Private,63633, Some-college,10, Never-married, Other-service, Unmarried, White, Female,0,0,25, United-States, <=50K -64, Self-emp-not-inc,234192, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,80, United-States, <=50K -53, Local-gov,237523, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -33, Self-emp-not-inc,183778, Assoc-acdm,12, Divorced, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Private,205916, HS-grad,9, Never-married, Machine-op-inspct, Other-relative, Black, Male,0,0,40, United-States, <=50K -31, Private,131633, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -43, Private,33121, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,35, United-States, <=50K -38, Federal-gov,32899, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -18, Private,152171, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,25, United-States, <=50K -46, Local-gov,127441, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -46, Private,23074, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,40, England, <=50K -42, Private,91585, Some-college,10, Widowed, Tech-support, Unmarried, White, Female,0,0,40, United-States, <=50K -18, Private,83451, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,25, United-States, <=50K -23, Local-gov,219122, Some-college,10, Never-married, Protective-serv, Own-child, White, Male,0,0,40, United-States, <=50K -81, Private,176500, 12th,8, Widowed, Sales, Not-in-family, White, Female,0,0,30, United-States, <=50K -40,,246862, Bachelors,13, Widowed,, Not-in-family, White, Female,0,0,8, United-States, <=50K -35, Private,38468, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,21, United-States, <=50K -24,,35633, Some-college,10, Never-married,, Not-in-family, White, Male,0,0,11,, <=50K -19, Private,194608, 9th,5, Never-married, Handlers-cleaners, Own-child, White, Female,0,0,40, United-States, <=50K -30, Private,269723, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,45, United-States, <=50K -24, Private,165054, Assoc-voc,11, Never-married, Craft-repair, Not-in-family, White, Male,0,0,45, United-States, <=50K -24, Private,127537, 9th,5, Married-spouse-absent, Sales, Not-in-family, White, Female,0,0,35, United-States, <=50K -24, Private,326931, 9th,5, Never-married, Transport-moving, Unmarried, Other, Male,0,0,40, El-Salvador, <=50K -24, Private,307133, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40,, <=50K -37, Private,371576, Some-college,10, Separated, Machine-op-inspct, Not-in-family, Black, Male,0,0,40, United-States, <=50K -50, Private,160400, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -37, Private,426350, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,15024,0,40, United-States, >50K -26, State-gov,121789, Assoc-voc,11, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -18, Private,218183, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,25, United-States, <=50K -24, Private,91189, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -18, Private,232190, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,20, United-States, <=50K -38, Self-emp-not-inc,233033, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -66, Self-emp-inc,74263, HS-grad,9, Widowed, Exec-managerial, Not-in-family, White, Male,0,0,86, United-States, >50K -33, Private,205950, Assoc-voc,11, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -25, Private,213383, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -23, Private,345577, Some-college,10, Divorced, Priv-house-serv, Not-in-family, White, Female,0,0,26, United-States, <=50K -20,,322144, Some-college,10, Never-married,, Not-in-family, White, Male,0,0,40, United-States, <=50K -46, Private,158825, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Female,14344,0,40, United-States, >50K -64, Self-emp-inc,51286, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,6418,0,65, United-States, >50K -36, Private,82488, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -31, Federal-gov,40909, Some-college,10, Married-civ-spouse, Tech-support, Husband, Black, Male,0,0,40, United-States, <=50K -23, Private,114939, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,30, United-States, <=50K -61, Private,221534, HS-grad,9, Divorced, Machine-op-inspct, Own-child, White, Female,0,0,40, United-States, <=50K -35, Private,149455, Some-college,10, Separated, Exec-managerial, Own-child, Black, Female,0,0,40, United-States, <=50K -68,,353524, 7th-8th,4, Married-civ-spouse,, Husband, White, Male,0,0,60, United-States, <=50K -30, Private,328734, 10th,6, Never-married, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -21, Private,112906, Assoc-voc,11, Never-married, Other-service, Own-child, White, Female,0,0,44, United-States, <=50K -27, Private,155038, Some-college,10, Never-married, Other-service, Own-child, Black, Male,0,0,40, United-States, <=50K -26, Private,100125, Assoc-acdm,12, Divorced, Transport-moving, Unmarried, White, Female,0,0,30, United-States, <=50K -26, State-gov,177048, Some-college,10, Married-civ-spouse, Protective-serv, Own-child, Black, Male,0,0,40, United-States, <=50K -43, Private,72338, Masters,14, Married-civ-spouse, Tech-support, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, >50K -20, Private,254547, HS-grad,9, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,35, Outlying-US(Guam-USVI-etc), <=50K -20, Local-gov,186213, Some-college,10, Never-married, Prof-specialty, Own-child, White, Male,0,0,38, United-States, <=50K -39, Private,270557, Masters,14, Divorced, Other-service, Not-in-family, White, Female,0,0,50, United-States, >50K -48, Private,41411, Some-college,10, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, <=50K -36, Private,116445, HS-grad,9, Divorced, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -34, Self-emp-not-inc,247540, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,0,1974,30, United-States, <=50K -37, Private,358753, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,5013,0,40, United-States, <=50K -37, Self-emp-not-inc,156897, Prof-school,15, Never-married, Prof-specialty, Own-child, White, Male,0,1564,55, United-States, >50K -44, Self-emp-not-inc,360879, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,1902,80, United-States, >50K -51, Private,256051, 11th,7, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,1628,40, United-States, <=50K -34, Private,179877, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -29, Private,266583, HS-grad,9, Married-civ-spouse, Sales, Husband, Black, Male,2829,0,38, United-States, <=50K -38, Private,187711, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,43, United-States, >50K -34, Local-gov,206707, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,60, United-States, <=50K -63, Local-gov,80655, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -47, Federal-gov,409464, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -62, Private,235997, 12th,8, Widowed, Adm-clerical, Unmarried, White, Female,0,0,37, Mexico, <=50K -20, Private,59948, HS-grad,9, Never-married, Other-service, Own-child, Black, Female,0,0,18, United-States, <=50K -30, Private,323833, 5th-6th,3, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Mexico, <=50K -53, Private,290290, Some-college,10, Divorced, Prof-specialty, Not-in-family, White, Male,0,1590,50, United-States, <=50K -20,,291746, 12th,8, Never-married,, Own-child, Black, Male,0,0,40, United-States, <=50K -77, Private,189173, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,35, United-States, <=50K -50, State-gov,392668, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -61, Private,132529, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -56, Private,68080, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,50,, >50K -17, Private,194717, 11th,7, Never-married, Prof-specialty, Own-child, White, Female,0,0,15, United-States, <=50K -43, Private,307767, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -61, Private,90051, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,3456,0,44, Canada, <=50K -77, State-gov,267799, Doctorate,16, Married-spouse-absent, Prof-specialty, Not-in-family, White, Male,0,0,4, United-States, >50K -49, Private,81535, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,75, United-States, >50K -26, Self-emp-not-inc,334267, Some-college,10, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Self-emp-not-inc,55912, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -36, Private,172706, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,240467, Some-college,10, Separated, Transport-moving, Not-in-family, Black, Female,0,0,40, United-States, >50K -23, Private,186006, HS-grad,9, Never-married, Other-service, Unmarried, White, Female,0,0,37, United-States, <=50K -38, Private,65738, Assoc-voc,11, Divorced, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -40, Self-emp-not-inc,192878, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -27, State-gov,413870, Some-college,10, Never-married, Exec-managerial, Own-child, Black, Male,0,0,40, United-States, <=50K -45, Private,176341, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,32, United-States, <=50K -66,,28367, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,117210, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Male,0,0,36, United-States, <=50K -21,,231286, Some-college,10, Never-married,, Own-child, Black, Male,0,0,25, Jamaica, <=50K -42, Private,188465, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,25, United-States, <=50K -31, Local-gov,253456, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -54, Private,140592, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -46, Private,171335, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -29, State-gov,73928, Bachelors,13, Never-married, Prof-specialty, Own-child, Asian-Pac-Islander, Female,0,0,15, United-States, <=50K -24, Private,161415, 11th,7, Never-married, Other-service, Other-relative, White, Male,0,0,35, United-States, <=50K -24, Private,395297, Some-college,10, Never-married, Other-service, Unmarried, White, Female,0,0,30, Japan, <=50K -40, State-gov,385357, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,72, United-States, >50K -45, State-gov,160599, Assoc-acdm,12, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Private,222450, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -61,,38603, 7th-8th,4, Divorced,, Not-in-family, White, Male,0,0,20, United-States, <=50K -50, Private,178946, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -36, Private,106471, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -35, Private,341643, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,97952, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40,, <=50K -31, Private,111567, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,1848,50, United-States, >50K -43, Local-gov,201764, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, >50K -30, Private,153549, Bachelors,13, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,48, United-States, <=50K -44, Local-gov,264016, Bachelors,13, Married-civ-spouse, Prof-specialty, Other-relative, Black, Female,0,0,40, United-States, <=50K -42, Private,194636, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -64, State-gov,184271, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -23, Local-gov,49296, Some-college,10, Married-spouse-absent, Prof-specialty, Own-child, Black, Male,0,0,40, United-States, <=50K -60, Private,96099, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,4101,0,60, United-States, <=50K -18, Self-emp-not-inc,304699, 10th,6, Never-married, Craft-repair, Own-child, White, Male,0,0,40, England, <=50K -24, Private,267181, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,35, United-States, <=50K -40, Private,154076, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -17, Private,98209, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,10, United-States, <=50K -33, Private,92003, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -43, Private,103759, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -56, Private,269681, HS-grad,9, Divorced, Transport-moving, Unmarried, White, Female,0,0,35, United-States, <=50K -25, Private,789600, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -25, Private,152165, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -34, Private,260560, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -40, Self-emp-inc,214781, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,65, United-States, >50K -64, Private,207188, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -41, Private,246258, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -44, Private,101563, Masters,14, Divorced, Exec-managerial, Unmarried, White, Male,7430,0,45, United-States, >50K -60, Private,69955, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,4064,0,40, United-States, <=50K -25, Private,124111, Bachelors,13, Never-married, Sales, Own-child, White, Female,0,0,36,, <=50K -38, Private,237091, Some-college,10, Married-spouse-absent, Other-service, Unmarried, White, Female,0,0,36, Peru, <=50K -26, Private,318644, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,35, United-States, <=50K -19, Private,138917, Some-college,10, Never-married, Sales, Own-child, Black, Female,0,0,20, United-States, <=50K -31, Private,97405, HS-grad,9, Never-married, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -28, Private,196674, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, <=50K -25, Private,405281, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -49, Private,186256, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -44, Private,120277, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,45, United-States, <=50K -33, Private,161035, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,49, United-States, <=50K -34, Private,176244, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Other-relative, White, Female,0,0,40, Mexico, <=50K -54, Private,32454, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, >50K -39, Private,346478, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -43, Private,196158, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,38, United-States, <=50K -42, Federal-gov,208470, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,215616, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,37, United-States, <=50K -23, Private,275357, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,35, United-States, <=50K -23, Self-emp-inc,304871, Some-college,10, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -54, Private,99185, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,40, United-States, >50K -23, Private,115085, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,45, United-States, <=50K -58, Private,82050, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, >50K -46, Private,123681, Doctorate,16, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -29, Private,193152, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -53, Private,309466, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -77, Local-gov,100883, 7th-8th,4, Married-civ-spouse, Other-service, Husband, White, Male,0,0,8, Canada, <=50K -37, Private,32528, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -18, Private,245199, 10th,6, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -36, Private,72375, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,0,45, United-States, <=50K -34, Private,117963, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,45, United-States, <=50K -45, Private,160440, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, >50K -64, Federal-gov,113570, Assoc-acdm,12, Married-civ-spouse, Protective-serv, Husband, Black, Male,0,0,40, United-States, <=50K -58,,191830, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,55, United-States, <=50K -24, Private,232328, 9th,5, Divorced, Other-service, Own-child, White, Female,0,0,35, United-States, <=50K -37, Private,92028, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,45, United-States, <=50K -48, Private,138342, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1485,55, United-States, >50K -42, Private,197810, Some-college,10, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -28, Private,102142, Some-college,10, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -31, Private,104223, Bachelors,13, Never-married, Sales, Unmarried, Black, Female,0,0,40, United-States, <=50K -34, Private,132835, HS-grad,9, Never-married, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -31, Self-emp-not-inc,109195, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,70, United-States, <=50K -33, Private,203463, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -47, Local-gov,33114, 11th,7, Divorced, Handlers-cleaners, Unmarried, Amer-Indian-Eskimo, Male,0,0,50, United-States, <=50K -27, Private,187450, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -36, Private,104213, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -31, Private,257849, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -56, Private,50490, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -18, Private,85508, 12th,8, Never-married, Sales, Own-child, White, Female,0,0,12, United-States, <=50K -54, Self-emp-not-inc,60449, Bachelors,13, Widowed, Sales, Unmarried, White, Male,0,0,60, United-States, <=50K -27, Local-gov,131310, Some-college,10, Married-civ-spouse, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -65, Self-emp-not-inc,158177, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,10605,0,44, United-States, >50K -65, Private,115922, 11th,7, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,24, United-States, <=50K -21, Private,403471, Some-college,10, Never-married, Other-service, Own-child, Black, Female,0,0,48, United-States, <=50K -22, Private,176131, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,40, United-States, <=50K -32, Private,149531, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -42, Private,262243, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, >50K -32, Private,64658, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -21, Private,127914, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -49, Self-emp-inc,182211, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -30, Private,48520, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,43, United-States, <=50K -20, Private,403118, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,11, United-States, <=50K -55, Private,119344, HS-grad,9, Married-civ-spouse, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -46, Self-emp-not-inc,334456, 9th,5, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,263110, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -31, Self-emp-not-inc,279015, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1887,40, United-States, >50K -58, Private,195878, 5th-6th,3, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, Mexico, <=50K -34, Private,217652, 12th,8, Divorced, Machine-op-inspct, Own-child, White, Female,0,0,40, United-States, <=50K -65, Federal-gov,44807, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,48, United-States, >50K -48, Private,129777, HS-grad,9, Widowed, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -28,,195568, Some-college,10, Married-civ-spouse,, Wife, White, Female,0,0,15,, >50K -44, Private,227466, Some-college,10, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, >50K -26, Private,228457, 11th,7, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -45, Self-emp-not-inc,247053, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -19, Private,188669, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,30, United-States, <=50K -45, Private,40666, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, Italy, <=50K -57,,190514, 9th,5, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -36, Local-gov,404661, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,40, United-States, >50K -45, Self-emp-not-inc,39986, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,1740,56, United-States, <=50K -43, Private,175133, Some-college,10, Divorced, Tech-support, Unmarried, Black, Female,0,0,35, United-States, <=50K -62, Private,101375, 10th,6, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -31, Private,256680, Assoc-acdm,12, Never-married, Exec-managerial, Other-relative, White, Female,0,0,40, United-States, <=50K -46, State-gov,136878, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -51, Private,106151, 5th-6th,3, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,44,, >50K -38,,242221, HS-grad,9, Never-married,, Unmarried, Black, Female,0,0,38, United-States, <=50K -38, Private,101387, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,43, United-States, <=50K -51, Private,196828, Some-college,10, Divorced, Sales, Not-in-family, White, Female,0,0,38, United-States, >50K -20,,195075, Some-college,10, Never-married,, Own-child, White, Female,0,0,30, United-States, <=50K -22, Private,333910, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,22, United-States, <=50K -46, Self-emp-not-inc,103540, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -67, Self-emp-not-inc,36876, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -55, Private,158651, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, >50K -24, Private,196943, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -41, Private,184583, Some-college,10, Divorced, Other-service, Unmarried, White, Male,0,0,59, United-States, <=50K -33, Private,244817, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Private,386726, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, <=50K -56, Self-emp-inc,373593, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,60, Italy, >50K -27, Private,206199, HS-grad,9, Never-married, Craft-repair, Not-in-family, Black, Male,0,0,40, United-States, <=50K -32, Private,93283, Assoc-voc,11, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -29,,103628, Bachelors,13, Married-spouse-absent,, Not-in-family, White, Female,0,0,4, India, <=50K -21, Local-gov,391936, Some-college,10, Never-married, Prof-specialty, Own-child, White, Female,0,0,25, United-States, <=50K -31, Local-gov,168740, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, Black, Male,0,0,40, United-States, >50K -42, Private,150568, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Female,0,0,45, United-States, <=50K -19, Private,201178, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,25, United-States, <=50K -63, Private,75813, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,60, United-States, >50K -34, Local-gov,398988, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Male,0,0,18, United-States, <=50K -38, Private,158363, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -19, Private,81961, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -34, Private,170017, HS-grad,9, Divorced, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -21, Private,348092, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Male,0,0,40, Haiti, <=50K -27, Private,54861, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,32, United-States, <=50K -63, Self-emp-not-inc,74991, HS-grad,9, Widowed, Farming-fishing, Unmarried, White, Male,0,0,60, United-States, <=50K -25, Private,106552, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,20, United-States, <=50K -51, Private,27539, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -50, Private,268913, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, Iran, <=50K -63, Private,199888, HS-grad,9, Divorced, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -53, Private,288216, Some-college,10, Married-spouse-absent, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -18, Self-emp-inc,378036, 12th,8, Never-married, Farming-fishing, Own-child, White, Male,0,0,10, United-States, <=50K -41, Private,127314, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,5178,0,40, United-States, >50K -32, Private,115963, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,50, United-States, <=50K -19, Private,332928, 11th,7, Never-married, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -41, Self-emp-not-inc,178510, Bachelors,13, Divorced, Sales, Not-in-family, White, Male,0,0,45, United-States, <=50K -29, Private,53147, HS-grad,9, Never-married, Adm-clerical, Not-in-family, Black, Male,0,0,37, United-States, <=50K -66, Private,115880, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,3818,0,40, United-States, <=50K -57, Private,375502, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, >50K -49, Self-emp-not-inc,155659, 5th-6th,3, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, >50K -36, Private,122240, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,112305, Assoc-voc,11, Never-married, Other-service, Unmarried, White, Female,0,0,10, United-States, <=50K -46, Federal-gov,35136, 11th,7, Never-married, Other-service, Other-relative, Black, Male,0,0,40, United-States, <=50K -27, Private,215423, Bachelors,13, Divorced, Adm-clerical, Unmarried, White, Female,0,0,16, United-States, <=50K -24, Private,116358, HS-grad,9, Never-married, Adm-clerical, Own-child, Asian-Pac-Islander, Male,0,2339,40, Philippines, <=50K -17, Private,171461, 10th,6, Never-married, Sales, Own-child, White, Female,0,0,14, United-States, <=50K -32, Private,131584, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -40, Self-emp-inc,29520, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,65, United-States, <=50K -35, Local-gov,246463, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -22, Private,32616, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,30, United-States, <=50K -41, Private,144144, HS-grad,9, Never-married, Handlers-cleaners, Unmarried, Black, Female,0,0,30, United-States, <=50K -75,,222789, HS-grad,9, Widowed,, Not-in-family, White, Female,0,0,9, United-States, <=50K -22, Private,227594, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -45, Local-gov,375606, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -46, Private,180532, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -50, State-gov,54342, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,208798, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -47, Local-gov,377401, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -36, Self-emp-not-inc,110861, HS-grad,9, Divorced, Craft-repair, Own-child, White, Male,0,0,20, United-States, <=50K -42, Private,144594, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -23, Private,129345, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,50, United-States, <=50K -28, Private,424340, Some-college,10, Never-married, Adm-clerical, Own-child, Black, Male,0,0,40, United-States, <=50K -44, Private,187702, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -47, State-gov,293917, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -61, Private,160143, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,15024,0,45, United-States, >50K -50, Private,345450, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -54, State-gov,180881, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -18, Private,102690, 11th,7, Never-married, Machine-op-inspct, Own-child, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -46, Private,265371, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -44, Private,167333, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -50, Self-emp-inc,447144, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -32, Private,280077, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,60, United-States, <=50K -48, Private,143920, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,25, United-States, <=50K -40, Private,190507, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, >50K -34, Self-emp-not-inc,59469, 11th,7, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,72, United-States, <=50K -31, Private,74501, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -43, Self-emp-inc,215458, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Male,99999,0,45, United-States, >50K -33, Private,281685, Assoc-voc,11, Separated, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -62, Private,78273, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, Black, Female,0,0,40, United-States, <=50K -44, Private,105475, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Other, Male,0,0,40, Puerto-Rico, <=50K -55, Private,174260, HS-grad,9, Widowed, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -42, Self-emp-inc,149102, Assoc-voc,11, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -42, Private,188331, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,15024,0,40, United-States, >50K -23, Private,864960, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -63, Private,154526, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -23, Private,60783, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,186269, HS-grad,9, Never-married, Other-service, Own-child, White, Male,2907,0,35, United-States, <=50K -30, Private,398019, 1st-4th,2, Separated, Priv-house-serv, Other-relative, White, Female,0,0,30, Mexico, <=50K -50, Federal-gov,237503, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -19, Private,93762, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -40, Private,59916, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -45, Private,203264, HS-grad,9, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -51, Self-emp-not-inc,299119, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -29, Federal-gov,114072, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,46, United-States, >50K -18,,167875, Some-college,10, Never-married,, Own-child, White, Female,0,0,16, United-States, <=50K -64, Private,130525, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -58, Private,71283, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,38, United-States, >50K -43, Local-gov,85440, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -27, Private,136077, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Male,0,0,50, United-States, <=50K -40, Private,222434, Bachelors,13, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, Canada, >50K -25, Private,138111, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,2174,0,40, United-States, <=50K -27, Private,225746, Bachelors,13, Never-married, Adm-clerical, Own-child, Black, Male,0,0,35, United-States, <=50K -54, Private,240358, Masters,14, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,40, Jamaica, <=50K -25, Private,139863, 1st-4th,2, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,40, Mexico, <=50K -39, Private,278632, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -51, Self-emp-not-inc,71046, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, >50K -29, Private,312985, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,2129,50, United-States, <=50K -49, Federal-gov,276309, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -29,,199116, HS-grad,9, Married-civ-spouse,, Husband, White, Male,2407,0,40, Dominican-Republic, <=50K -39, Private,52870, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,30, United-States, <=50K -51, State-gov,79324, Doctorate,16, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,30, United-States, <=50K -50, Private,188882, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -39, Federal-gov,72338, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, >50K -23,,234108, Bachelors,13, Never-married,, Not-in-family, White, Male,0,0,35, United-States, <=50K -24, Private,113936, Bachelors,13, Never-married, Other-service, Not-in-family, White, Male,0,0,55, United-States, <=50K -43, Private,182521, Prof-school,15, Divorced, Prof-specialty, Unmarried, White, Female,15020,0,35, United-States, >50K -60, Private,124198, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,4386,0,84, United-States, >50K -20, Private,228960, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -60, Self-emp-not-inc,176360, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -35, Private,178649, Bachelors,13, Divorced, Prof-specialty, Unmarried, Asian-Pac-Islander, Female,0,0,36, Philippines, <=50K -41, Private,338740, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -31, Private,205659, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -59, Private,258883, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -45, Private,196638, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,45, United-States, <=50K -43, Self-emp-not-inc,95246, Prof-school,15, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,5, United-States, >50K -20,,216672, Some-college,10, Never-married,, Own-child, White, Male,0,0,30, United-States, <=50K -25, Private,61956, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Male,4650,0,45, United-States, <=50K -33, Private,157216, Masters,14, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -68,,150250, Masters,14, Married-civ-spouse,, Husband, White, Male,0,1510,30, United-States, <=50K -37, Private,112838, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -31, State-gov,158688, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -31, State-gov,227864, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -31, Private,173858, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Other-relative, Asian-Pac-Islander, Male,0,1902,40, China, <=50K -51, Private,30012, HS-grad,9, Divorced, Other-service, Not-in-family, White, Male,0,0,80, United-States, <=50K -20,,50163, Some-college,10, Never-married,, Not-in-family, White, Male,0,0,25, United-States, <=50K -50, State-gov,143822, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,40, United-States, >50K -19,,497414, 7th-8th,4, Married-spouse-absent,, Not-in-family, White, Female,0,0,35, Mexico, <=50K -30, Private,235109, Assoc-voc,11, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -32, Private,339196, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -61, Private,181028, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,18, United-States, <=50K -43, Private,59460, Bachelors,13, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -21, Private,97212, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,2001,25, United-States, <=50K -32, Private,103642, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -41, Private,70447, Some-college,10, Married-civ-spouse, Sales, Husband, Asian-Pac-Islander, Male,0,0,60, United-States, <=50K -27, Private,321456, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,10, Germany, <=50K -23, Private,126613, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,30, United-States, <=50K -52, Self-emp-not-inc,149508, Assoc-voc,11, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,48, United-States, >50K -38, Private,332154, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,60, United-States, >50K -18,,471876, HS-grad,9, Never-married,, Own-child, White, Female,0,0,15, United-States, <=50K -25, Private,140669, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Private,107164, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -39, Private,225707, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, Cuba, <=50K -64, Self-emp-inc,56588, Some-college,10, Widowed, Exec-managerial, Unmarried, White, Female,0,0,70, United-States, <=50K -31, Self-emp-inc,183125, Prof-school,15, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,99, United-States, >50K -56, Private,177368, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,7298,0,45, United-States, >50K -40, Private,218653, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,191137, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -50, Private,181585, Some-college,10, Separated, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -23, Private,142566, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -41, Self-emp-inc,220821, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,70, United-States, >50K -37, Private,280966, Bachelors,13, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, >50K -52, Private,153155, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,15024,0,40, United-States, >50K -29, Private,195446, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -62, Private,77884, 1st-4th,2, Married-civ-spouse, Other-service, Husband, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -41, Private,99373, HS-grad,9, Divorced, Handlers-cleaners, Not-in-family, White, Female,0,0,40, United-States, <=50K -47, Private,118729, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, >50K -25, Private,108414, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,198366, HS-grad,9, Married-civ-spouse, Sales, Husband, Black, Male,0,0,20, United-States, <=50K -42, Private,238384, HS-grad,9, Divorced, Tech-support, Unmarried, White, Female,0,0,36, United-States, <=50K -27, Private,214695, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -33, Private,120420, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,186934, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -29, Self-emp-not-inc,100368, 9th,5, Widowed, Other-service, Unmarried, White, Female,0,0,27, United-States, <=50K -49, Private,723746, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,43, United-States, <=50K -67,,427422, Some-college,10, Married-civ-spouse,, Husband, White, Male,2414,0,16, United-States, <=50K -44, Private,54271, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -47, Private,189680, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Italy, >50K -49, Private,230796, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -37, State-gov,195843, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,5013,0,40, United-States, <=50K -41, Private,109912, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,15024,0,50, England, >50K -19, Private,42069, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -22, Private,335950, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Male,0,0,70, United-States, <=50K -45, Private,163174, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,4386,0,40, United-States, >50K -24, Private,81145, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,25, United-States, <=50K -67, Local-gov,312052, 7th-8th,4, Married-civ-spouse, Protective-serv, Husband, Black, Male,0,0,40, United-States, <=50K -28, Private,209934, Some-college,10, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, Mexico, <=50K -22,,269221, Assoc-acdm,12, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -57, Private,322691, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -68, Private,99849, HS-grad,9, Widowed, Machine-op-inspct, Not-in-family, White, Female,0,0,28, United-States, <=50K -23,,213004, Some-college,10, Never-married,, Own-child, White, Female,0,1719,30, United-States, <=50K -49, Private,182313, HS-grad,9, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -42, Private,201505, Masters,14, Never-married, Sales, Not-in-family, White, Male,0,0,65, United-States, <=50K -61, Self-emp-not-inc,227119, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -47, Private,202395, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,170583, 11th,7, Never-married, Craft-repair, Not-in-family, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -58, State-gov,21838, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,50, United-States, >50K -50, Self-emp-inc,68898, Doctorate,16, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,60, United-States, >50K -34, Private,226702, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -59,,168079, HS-grad,9, Divorced,, Unmarried, White, Female,0,0,35, United-States, <=50K -42, Self-emp-inc,173628, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -20, Private,164529, 11th,7, Never-married, Farming-fishing, Own-child, Black, Male,0,0,40, United-States, <=50K -27, Self-emp-not-inc,301514, Some-college,10, Married-civ-spouse, Sales, Husband, Asian-Pac-Islander, Male,0,0,40, Vietnam, <=50K -50, Private,194580, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -63, Private,165611, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,40, United-States, >50K -32, Private,96480, Some-college,10, Never-married, Protective-serv, Not-in-family, White, Female,0,0,40, United-States, <=50K -37, State-gov,224700, Assoc-voc,11, Divorced, Protective-serv, Unmarried, Black, Male,0,0,40, United-States, <=50K -63, Self-emp-not-inc,141962, 10th,6, Divorced, Craft-repair, Not-in-family, White, Male,0,0,20, United-States, <=50K -22, Private,377815, Some-college,10, Never-married, Adm-clerical, Own-child, Black, Female,0,0,20, United-States, <=50K -24, Private,271379, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,25, United-States, <=50K -40, Private,421837, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,77953, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -30, Self-emp-not-inc,345122, Some-college,10, Divorced, Prof-specialty, Unmarried, White, Male,0,0,50, United-States, <=50K -38,,172855, 11th,7, Divorced,, Unmarried, Black, Female,0,0,20, United-States, <=50K -34, Private,87131, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Guatemala, <=50K -21, Private,328906, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,30, United-States, <=50K -56, Private,21626, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Male,0,0,43, United-States, <=50K -38, Private,143909, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -32, Private,178835, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Male,2174,0,40, United-States, <=50K -45, Private,94809, Some-college,10, Married-spouse-absent, Other-service, Not-in-family, White, Female,0,0,24, United-States, <=50K -64, Local-gov,172768, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -30, Self-emp-inc,204742, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -32, Self-emp-inc,144949, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,70, United-States, >50K -26, Private,195562, HS-grad,9, Never-married, Machine-op-inspct, Own-child, Black, Male,0,0,40, United-States, <=50K -46, Self-emp-not-inc,56482, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,30, United-States, >50K -55, Federal-gov,36314, 7th-8th,4, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,72, United-States, <=50K -51, Self-emp-not-inc,329980, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,8, United-States, >50K -62, Local-gov,103344, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -34, Local-gov,169708, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -54, Local-gov,249949, Some-college,10, Divorced, Exec-managerial, Other-relative, Black, Female,0,0,40, United-States, <=50K -35, Self-emp-not-inc,186934, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,692831, Bachelors,13, Never-married, Exec-managerial, Not-in-family, Black, Male,0,0,48, United-States, <=50K -17, Private,154078, 12th,8, Never-married, Other-service, Own-child, White, Female,0,0,16, United-States, <=50K -22, Private,91733, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,35, United-States, <=50K -67, Self-emp-inc,325373, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, United-States, <=50K -43, Self-emp-not-inc,160369, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,65, United-States, <=50K -57, Local-gov,196126, Assoc-voc,11, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -38, Private,120053, HS-grad,9, Divorced, Priv-house-serv, Unmarried, White, Female,0,0,35, United-States, <=50K -19, Private,204337, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,25, United-States, <=50K -34, Private,128016, HS-grad,9, Never-married, Tech-support, Other-relative, White, Female,0,0,40, United-States, <=50K -50,,199301, Assoc-voc,11, Never-married,, Unmarried, Black, Female,0,0,16, United-States, <=50K -33, Private,49027, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -18, Private,192022, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -40, Private,147099, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,5, United-States, <=50K -32, Private,334744, HS-grad,9, Never-married, Tech-support, Not-in-family, White, Male,0,0,45, United-States, <=50K -25, Private,207621, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -29, Private,194458, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -33, Self-emp-inc,184245, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, Mexico, >50K -34, Private,242704, HS-grad,9, Never-married, Tech-support, Own-child, Black, Male,0,0,40, United-States, <=50K -21,,278130, HS-grad,9, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -23, Private,251073, 10th,6, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -21, Private,153209, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,360879, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,115066, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,409172, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -63, Private,223637, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Female,0,0,50, United-States, <=50K -36, Private,161141, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -34, Private,535869, Some-college,10, Never-married, Other-service, Not-in-family, Black, Male,0,0,30, United-States, <=50K -60, Federal-gov,49921, 9th,5, Divorced, Other-service, Not-in-family, Black, Female,0,0,40, United-States, <=50K -23, Private,335067, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,30, United-States, <=50K -47, Self-emp-inc,209460, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,4386,0,40, United-States, >50K -20, Private,355236, Some-college,10, Never-married, Exec-managerial, Own-child, White, Female,0,0,16, United-States, <=50K -50, Private,240374, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -29, Private,221428, 12th,8, Married-civ-spouse, Sales, Own-child, Other, Male,0,0,35, United-States, <=50K -37, Private,356250, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,0,40, South, <=50K -20, Private,356347, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,10, United-States, <=50K -50, Private,245356, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -31, Self-emp-not-inc,247088, HS-grad,9, Separated, Craft-repair, Own-child, Black, Male,0,0,50, United-States, <=50K -27,,200381, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -35, Private,300333, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, Dominican-Republic, >50K -38, Private,109594, Bachelors,13, Divorced, Sales, Not-in-family, White, Female,0,0,70, United-States, >50K -24, Local-gov,221480, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -29, Private,433624, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -27, Private,179681, Assoc-voc,11, Married-spouse-absent, Tech-support, Own-child, White, Female,0,0,40, United-States, <=50K -21, Local-gov,136208, Some-college,10, Never-married, Protective-serv, Own-child, White, Male,0,0,48, United-States, <=50K -64, Private,159715, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,10566,0,40, United-States, <=50K -33, Private,164683, HS-grad,9, Never-married, Transport-moving, Own-child, White, Female,0,0,40, United-States, <=50K -35, Private,152307, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,256908, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -23, Private,227943, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -75,,33673, Masters,14, Widowed,, Not-in-family, Amer-Indian-Eskimo, Male,0,0,26, United-States, <=50K -26, Private,116991, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K -64, Private,96076, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -32, Self-emp-inc,201314, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -17, Private,153021, 12th,8, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -34, State-gov,334422, Some-college,10, Divorced, Protective-serv, Unmarried, Black, Male,0,0,47, United-States, <=50K -37, Private,160192, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -72,,51216, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,14, United-States, <=50K -47, Private,323212, Some-college,10, Separated, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, <=50K -45, Self-emp-inc,179030, Bachelors,13, Married-civ-spouse, Other-service, Other-relative, Asian-Pac-Islander, Female,0,0,35, South, <=50K -23, Private,129345, 10th,6, Never-married, Other-service, Not-in-family, White, Male,0,0,50, United-States, <=50K -36, Private,31023, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -62, Self-emp-inc,164616, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,45, United-States, >50K -34, Federal-gov,121093, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,53, United-States, >50K -36, Private,300373, 10th,6, Divorced, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -35, Private,95708, Bachelors,13, Married-civ-spouse, Sales, Husband, Asian-Pac-Islander, Male,7688,0,60, United-States, >50K -36, State-gov,235779, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -29, Private,114158, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -54, Private,192226, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -38, Private,166416, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,211215, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,50, United-States, <=50K -26, Private,157617, Bachelors,13, Never-married, Sales, Own-child, White, Male,0,0,45, United-States, <=50K -44, Private,96170, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,20, United-States, <=50K -26, Private,224045, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,36, United-States, <=50K -42, Private,350550, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, <=50K -37, Self-emp-not-inc,114719, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,60, United-States, >50K -26, Private,124111, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,35, United-States, <=50K -36, Private,250224, HS-grad,9, Married-civ-spouse, Craft-repair, Own-child, Black, Female,0,0,40, United-States, <=50K -19,,232060, HS-grad,9, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -44, Private,195258, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -23, Private,285775, HS-grad,9, Never-married, Protective-serv, Other-relative, White, Male,0,0,42, United-States, <=50K -27, Private,146687, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -53, Private,76128, HS-grad,9, Divorced, Craft-repair, Not-in-family, Other, Male,0,0,60, Ecuador, <=50K -28, Private,241607, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K -22, Private,273675, HS-grad,9, Married-spouse-absent, Other-service, Other-relative, Black, Female,0,0,35, Puerto-Rico, <=50K -29, Private,210867, 11th,7, Separated, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -41, Private,144752, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, >50K -34, Private,185820, HS-grad,9, Married-civ-spouse, Sales, Wife, Black, Female,0,0,40, United-States, <=50K -42, Private,252518, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,70,, <=50K -30, Private,123833, 9th,5, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -41, Private,291569, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,43, United-States, <=50K -37, Private,638116, Bachelors,13, Never-married, Adm-clerical, Own-child, Black, Female,0,0,32, United-States, <=50K -46, Private,269045, 11th,7, Widowed, Machine-op-inspct, Not-in-family, Black, Male,0,0,40, United-States, <=50K -46, Private,102852, 7th-8th,4, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -30, Private,195447, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -27, Private,173944, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -25, Private,276728, HS-grad,9, Never-married, Handlers-cleaners, Other-relative, Black, Female,0,0,43, United-States, <=50K -21, State-gov,173534, Some-college,10, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, Ecuador, <=50K -23, Private,198368, Assoc-acdm,12, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -18, Private,27620, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,30, United-States, <=50K -46, Local-gov,192235, 11th,7, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,0,0,40, United-States, <=50K -27, Private,467936, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,48, Mexico, <=50K -25, Private,264136, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,60, United-States, <=50K -61, Self-emp-not-inc,184009, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,2444,50, United-States, >50K -50, Private,165001, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -66, Private,123484, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -26, Private,123384, HS-grad,9, Widowed, Adm-clerical, Unmarried, White, Female,0,0,20, United-States, <=50K -50, Self-emp-inc,235307, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,48, United-States, >50K -41, Private,238384, HS-grad,9, Divorced, Tech-support, Unmarried, White, Female,0,0,40, United-States, <=50K -43, Self-emp-not-inc,171351, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,20, United-States, <=50K -38, State-gov,162424, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -20, Private,333838, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,35, United-States, <=50K -58, Private,100303, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,42, United-States, >50K -41, Federal-gov,58447, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,50, United-States, >50K -43, Local-gov,317185, Assoc-voc,11, Divorced, Prof-specialty, Unmarried, White, Female,0,0,36, United-States, <=50K -39, Private,103323, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,1669,40, United-States, <=50K -22, Private,221694, Some-college,10, Never-married, Protective-serv, Not-in-family, White, Male,0,0,60, United-States, <=50K -52, Private,214091, HS-grad,9, Widowed, Other-service, Not-in-family, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -35,,171062, Bachelors,13, Never-married,, Not-in-family, Black, Male,0,0,40, England, <=50K -46, Private,278200, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,187592, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -55, Private,188382, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,48, United-States, >50K -48, Private,65584, Some-college,10, Separated, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -22,,117789, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -30, Private,402089, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,55, United-States, <=50K -40, Private,69730, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -44, Private,34218, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,45, United-States, <=50K -55, Federal-gov,54566, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -53, Private,698039, Bachelors,13, Widowed, Prof-specialty, Not-in-family, White, Female,0,0,28, United-States, <=50K -57,,76571, 10th,6, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -57, Private,133201, 7th-8th,4, Divorced, Craft-repair, Unmarried, White, Male,0,1408,40, France, <=50K -47, Federal-gov,146786, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -46,,96154, Some-college,10, Never-married,, Own-child, White, Female,0,0,15, United-States, <=50K -64, State-gov,143880, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -18, Private,132397, 12th,8, Never-married, Other-service, Own-child, Black, Female,0,0,18, United-States, <=50K -28,,45613, Some-college,10, Never-married,, Not-in-family, White, Female,0,0,40, United-States, <=50K -25, Private,136226, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -37, Self-emp-not-inc,334291, Bachelors,13, Divorced, Transport-moving, Not-in-family, White, Male,0,0,50, United-States, <=50K -33, Private,183017, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,32, United-States, <=50K -66, Private,207917, 7th-8th,4, Married-civ-spouse, Other-service, Husband, Black, Male,1797,0,20, United-States, <=50K -65,,136431, HS-grad,9, Married-civ-spouse,, Husband, White, Male,9386,0,40, United-States, >50K -37, Private,80303, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -19, Private,210509, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,30, United-States, <=50K -37,,48915, HS-grad,9, Never-married,, Not-in-family, White, Male,0,0,35, United-States, <=50K -41, Private,91316, Assoc-acdm,12, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -41, Private,205670, HS-grad,9, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -76, Private,25319, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,8, United-States, <=50K -52, Private,264129, Some-college,10, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -23, Private,40165, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,50, Japan, <=50K -43, Federal-gov,79529, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,35, United-States, <=50K -32, Private,164519, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,55, United-States, <=50K -33, Private,184178, Assoc-acdm,12, Married-civ-spouse, Other-service, Wife, Black, Female,0,0,35, United-States, <=50K -33, State-gov,427812, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,15, Mexico, <=50K -59, Self-emp-not-inc,172618, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -21, Private,472861, 11th,7, Never-married, Handlers-cleaners, Own-child, Black, Male,0,0,40, United-States, <=50K -40, Private,114157, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -22, Self-emp-not-inc,104164, Assoc-voc,11, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,35, United-States, <=50K -45, Self-emp-not-inc,180680, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, <=50K -28, Private,300915, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,43, United-States, >50K -38, Private,308171, Some-college,10, Separated, Tech-support, Unmarried, Black, Female,0,0,50, United-States, <=50K -56, Private,320833, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -42,,167710, Some-college,10, Divorced,, Not-in-family, White, Female,0,0,18, United-States, <=50K -19, Private,228577, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,36, United-States, <=50K -48, Self-emp-not-inc,221464, 11th,7, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,30, United-States, >50K -31, Self-emp-not-inc,213307, 10th,6, Married-civ-spouse, Other-service, Wife, White, Female,0,0,28, Mexico, <=50K -42, Private,165815, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,248919, 1st-4th,2, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,66, Mexico, <=50K -23,,116934, 10th,6, Married-civ-spouse,, Wife, White, Female,0,0,40, United-States, <=50K -60, Self-emp-not-inc,285365, Some-college,10, Married-civ-spouse, Other-service, Wife, Black, Female,0,0,50, United-States, <=50K -63, Private,134960, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, Scotland, <=50K -24, Private,449101, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -42, Private,46019, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Amer-Indian-Eskimo, Male,5178,0,50, United-States, >50K -71,,161027, Masters,14, Married-civ-spouse,, Husband, White, Male,0,0,8, United-States, >50K -32, State-gov,19513, Masters,14, Never-married, Prof-specialty, Not-in-family, Asian-Pac-Islander, Female,0,0,40, Japan, <=50K -57, Self-emp-not-inc,258121, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -56, Private,242782, HS-grad,9, Widowed, Sales, Not-in-family, White, Female,0,0,44, United-States, <=50K -65,,193365, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,50, United-States, <=50K -42, Private,182402, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1887,50, United-States, >50K -24, Private,254767, 11th,7, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -31, Private,112115, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -58, Private,117299, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -44, Private,214781, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -33, Private,197474, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,48, United-States, <=50K -24,,234791, Some-college,10, Divorced,, Unmarried, White, Female,0,0,25, United-States, <=50K -34, Local-gov,126584, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -72, Self-emp-not-inc,28865, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,14, United-States, <=50K -61, Private,163729, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -33, Private,218407, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,80, Columbia, >50K -58, Private,95428, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -57, Self-emp-inc,146103, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,15024,0,30, United-States, >50K -25, Private,150312, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -72, Private,76206, 9th,5, Married-civ-spouse, Sales, Husband, White, Male,0,0,16, United-States, <=50K -23, Private,340543, HS-grad,9, Separated, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -40, Private,125461, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,218015, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, United-States, >50K -49, Private,178160, Assoc-acdm,12, Widowed, Sales, Not-in-family, White, Female,0,0,40, Germany, <=50K -25, Private,169905, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -33, Private,226629, Some-college,10, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -28, Private,180313, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -18,,236276, Some-college,10, Never-married,, Own-child, White, Male,0,0,20, United-States, <=50K -71, Private,124901, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -63, Local-gov,214275, HS-grad,9, Divorced, Other-service, Unmarried, Black, Female,0,0,55, United-States, <=50K -49, Local-gov,371886, Assoc-voc,11, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,56, United-States, >50K -65, Private,282779, Masters,14, Married-civ-spouse, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, >50K -22, Private,218415, Some-college,10, Never-married, Tech-support, Unmarried, White, Female,0,0,50, United-States, <=50K -45, Private,105431, HS-grad,9, Divorced, Farming-fishing, Unmarried, Black, Female,0,0,39, United-States, <=50K -32,,373231, Some-college,10, Never-married,, Unmarried, Black, Female,0,0,40, United-States, <=50K -29, Private,59792, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Asian-Pac-Islander, Male,0,0,40, Taiwan, <=50K -44, Private,75742, Bachelors,13, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -64, Private,186731, HS-grad,9, Widowed, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -22, Private,310197, 7th-8th,4, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -64, Private,73413, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -39, Private,175232, Bachelors,13, Divorced, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Private,338948, HS-grad,9, Divorced, Craft-repair, Unmarried, Black, Male,0,0,40, United-States, <=50K -22, Private,95647, 11th,7, Never-married, Transport-moving, Own-child, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -43, Self-emp-inc,677398, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -26, Self-emp-not-inc,263300, Assoc-acdm,12, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,75, United-States, <=50K -47, Federal-gov,218325, Assoc-acdm,12, Married-civ-spouse, Handlers-cleaners, Husband, Asian-Pac-Islander, Male,0,0,40, Philippines, >50K -37, Local-gov,156261, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,50, United-States, >50K -25, Private,165817, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -41, Private,304605, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -39, Self-emp-not-inc,245361, Some-college,10, Never-married, Prof-specialty, Own-child, White, Female,0,0,10, United-States, <=50K -45, Federal-gov,230685, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -18,,184502, 11th,7, Never-married,, Own-child, Black, Male,0,0,30, United-States, <=50K -37, Local-gov,116736, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,178952, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -34, Private,156266, 11th,7, Married-civ-spouse, Farming-fishing, Husband, Amer-Indian-Eskimo, Male,0,0,60, United-States, <=50K -22, Private,163519, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,25, United-States, <=50K -18, Private,296090, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,30, United-States, <=50K -22, Private,119742, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -55, Private,269763, Some-college,10, Divorced, Other-service, Unmarried, White, Female,0,0,10, United-States, <=50K -56, Private,287833, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,35, United-States, >50K -19,,190093, 12th,8, Never-married,, Not-in-family, Black, Male,0,0,40, United-States, <=50K -74, Self-emp-inc,148003, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,6, United-States, >50K -18, Private,131414, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -39, Private,172571, Some-college,10, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -33, Local-gov,184440, 12th,8, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,36, United-States, <=50K -28, Private,216479, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Private,293475, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -53, Federal-gov,109982, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -44, Self-emp-not-inc,205033, 12th,8, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -32, Local-gov,56658, HS-grad,9, Never-married, Transport-moving, Not-in-family, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -58, Private,159008, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1887,40, United-States, >50K -28, Private,37302, HS-grad,9, Divorced, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -33, Local-gov,107417, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -33, Private,236379, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -51, Private,57637, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,32, United-States, <=50K -51, Private,276214, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -39, Self-emp-not-inc,113749, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,100837, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,2002,66, United-States, <=50K -45, Private,239058, Bachelors,13, Divorced, Adm-clerical, Unmarried, White, Female,0,0,45, United-States, <=50K -19, Private,286419, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,20, United-States, <=50K -52,,50934, Assoc-acdm,12, Married-civ-spouse,, Wife, White, Female,0,0,20, United-States, >50K -21, Private,283969, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,40, Mexico, <=50K -76, Private,152839, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,20, United-States, <=50K -46, Local-gov,32290, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,204373, Some-college,10, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -51, Private,126528, HS-grad,9, Separated, Craft-repair, Not-in-family, White, Male,0,0,60, United-States, <=50K -19, Private,245408, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -30, State-gov,127610, Assoc-voc,11, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -46, Private,132919, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,12, United-States, >50K -68, Private,58547, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1735,48, United-States, <=50K -36, Private,251091, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -71, Private,149950, HS-grad,9, Widowed, Priv-house-serv, Unmarried, White, Female,0,0,20, United-States, <=50K -32, Private,464621, Some-college,10, Never-married, Farming-fishing, Own-child, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -43, Private,170230, HS-grad,9, Separated, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -33, Private,100294, HS-grad,9, Separated, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -24, Local-gov,234108, Some-college,10, Never-married, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, <=50K -38, Private,33046, Assoc-voc,11, Divorced, Other-service, Unmarried, White, Female,0,0,36, United-States, <=50K -76, Private,84428, Some-college,10, Widowed, Sales, Not-in-family, Asian-Pac-Islander, Female,2062,0,37, United-States, <=50K -35, Self-emp-not-inc,107662, HS-grad,9, Never-married, Other-service, Unmarried, White, Female,0,0,5, Canada, <=50K -23, Private,220874, Bachelors,13, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -46, Local-gov,88564, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -44, Self-emp-inc,144778, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -17,,179861, 10th,6, Never-married,, Own-child, White, Male,0,0,10, Poland, <=50K -30, Private,166671, HS-grad,9, Married-civ-spouse, Other-service, Other-relative, White, Female,0,0,40, United-States, <=50K -51, Private,97180, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,15, United-States, <=50K -18, Self-emp-not-inc,194091, 11th,7, Never-married, Farming-fishing, Own-child, White, Male,0,0,24, United-States, <=50K -23, Private,308498, 10th,6, Never-married, Craft-repair, Own-child, White, Male,0,0,18, United-States, <=50K -53, Federal-gov,321865, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -25, Private,181814, Some-college,10, Never-married, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -44, Private,374423, Masters,14, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,1902,40, United-States, >50K -49, Private,213668, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -28, Private,213236, HS-grad,9, Separated, Other-service, Unmarried, White, Male,0,0,40, Dominican-Republic, <=50K -58, Self-emp-not-inc,115439, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -36, Private,124111, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,35, United-States, <=50K -32, Private,176185, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,4787,0,40, United-States, >50K -26, Private,211231, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -25, Private,259715, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -19, Private,248600, 10th,6, Never-married, Other-service, Other-relative, White, Female,34095,0,24, United-States, <=50K -39, Private,153997, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,1902,40, Puerto-Rico, >50K -44, Private,67779, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -32, Private,236861, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,42, United-States, <=50K -57, Private,367334, HS-grad,9, Separated, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -64, Private,213391, 9th,5, Married-civ-spouse, Other-service, Wife, Black, Female,0,0,40, United-States, <=50K -46, Local-gov,301124, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,1564,45, United-States, >50K -37, Private,184117, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -22, Private,233923, Assoc-voc,11, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -30, Private,348592, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -33, Local-gov,111817, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -32, Private,170983, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -23, Self-emp-not-inc,121407, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Female,0,0,35, United-States, <=50K -40, Local-gov,210275, HS-grad,9, Never-married, Adm-clerical, Other-relative, Black, Female,0,0,40, United-States, <=50K -21, Private,116358, HS-grad,9, Never-married, Other-service, Own-child, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -48, Private,189123, Masters,14, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -41, Private,48087, Bachelors,13, Divorced, Machine-op-inspct, Not-in-family, White, Male,2354,0,40, United-States, <=50K -37, Private,179488, 10th,6, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -30, Local-gov,370990, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,45, United-States, <=50K -49, Private,169760, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,50, United-States, >50K -38, State-gov,34493, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -61, Private,185584, Bachelors,13, Widowed, Machine-op-inspct, Unmarried, Asian-Pac-Islander, Female,0,0,40,, <=50K -44, Private,324311, 5th-6th,3, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,32, Mexico, <=50K -62, Self-emp-not-inc,96299, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -47, Private,147322, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,40, Columbia, <=50K -35, Private,135289, Assoc-voc,11, Divorced, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -44, State-gov,128586, Bachelors,13, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, State-gov,185590, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -28, Self-emp-not-inc,107458, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,45, United-States, <=50K -57, Private,151874, HS-grad,9, Married-civ-spouse, Other-service, Wife, Black, Female,0,0,50, United-States, <=50K -26, State-gov,413846, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -38, Private,203836, Assoc-voc,11, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,48, United-States, >50K -44, Self-emp-not-inc,110028, Some-college,10, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Private,57640, 7th-8th,4, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -40, State-gov,67874, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,58, United-States, <=50K -50, Self-emp-not-inc,169112, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,25, United-States, <=50K -37, Self-emp-inc,154410, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, >50K -26, Private,63234, Bachelors,13, Married-civ-spouse, Tech-support, Wife, White, Female,4508,0,12, United-States, <=50K -64, Private,121036, Some-college,10, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, >50K -30, Private,408328, Preschool,1, Married-spouse-absent, Handlers-cleaners, Unmarried, White, Male,0,0,40, Mexico, <=50K -29, Private,269254, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,115438, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, >50K -28, Private,332249, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,25, United-States, <=50K -33, State-gov,160261, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -24, Private,167316, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Female,0,0,30, United-States, <=50K -26, State-gov,291586, HS-grad,9, Divorced, Transport-moving, Unmarried, White, Male,0,0,40, United-States, <=50K -77, Self-emp-not-inc,184046, Bachelors,13, Widowed, Prof-specialty, Not-in-family, White, Female,0,0,20, United-States, <=50K -25, Federal-gov,178025, Some-college,10, Never-married, Exec-managerial, Own-child, White, Male,0,0,9, United-States, <=50K -53, Private,104280, 12th,8, Married-civ-spouse, Handlers-cleaners, Other-relative, White, Male,0,0,40, United-States, <=50K -38, Private,302604, 11th,7, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,44, United-States, <=50K -30, Private,225243, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,47, United-States, >50K -39, Self-emp-not-inc,327120, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Portugal, <=50K -51, Self-emp-not-inc,43878, Doctorate,16, Divorced, Sales, Not-in-family, White, Male,0,0,50, United-States, >50K -25,,40915, Bachelors,13, Married-spouse-absent,, Not-in-family, White, Female,0,0,15, United-States, <=50K -49, Self-emp-inc,83444, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,85, United-States, >50K -51, Private,351416, Some-college,10, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -47, Self-emp-not-inc,117310, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,1876,48, United-States, <=50K -36, Private,324231, 9th,5, Never-married, Farming-fishing, Unmarried, Black, Female,0,0,40, United-States, <=50K -62, Private,161802, 1st-4th,2, Married-civ-spouse, Priv-house-serv, Wife, Black, Female,0,0,30, United-States, <=50K -40, Self-emp-not-inc,184804, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,0,2205,45, United-States, <=50K -30, Federal-gov,547931, Some-college,10, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -39, Private,46395, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -47, Local-gov,182313, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -28, Local-gov,169069, HS-grad,9, Never-married, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, <=50K -23, Private,203182, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -57, Private,142924, Bachelors,13, Separated, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -33, Private,180656, 5th-6th,3, Never-married, Machine-op-inspct, Other-relative, White, Male,0,0,40, Guatemala, <=50K -58, Private,187485, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,24, United-States, <=50K -84,,157778, Some-college,10, Widowed,, Not-in-family, White, Female,0,0,6, United-States, <=50K -46, Self-emp-not-inc,149337, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, <=50K -23, Private,97054, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, <=50K -32, Private,377017, Bachelors,13, Never-married, Sales, Other-relative, White, Male,0,0,32, United-States, <=50K -43, Private,106900, Bachelors,13, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,378723, 10th,6, Separated, Exec-managerial, Unmarried, White, Female,0,0,45, United-States, <=50K -23, Private,209955, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -38, Private,312766, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, >50K -59, Private,70857, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -22, Private,238917, 11th,7, Never-married, Craft-repair, Unmarried, White, Male,0,0,40, El-Salvador, <=50K -50, State-gov,53497, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,46, United-States, >50K -44, Private,283174, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -60,,190497, 7th-8th,4, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -56, State-gov,104447, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,2339,40, United-States, <=50K -36, Private,73023, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Male,2202,0,40, United-States, <=50K -20, Private,177896, HS-grad,9, Never-married, Handlers-cleaners, Other-relative, Black, Male,0,0,40, United-States, <=50K -38, Self-emp-not-inc,349951, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,4508,0,55, United-States, <=50K -29, Private,80179, HS-grad,9, Separated, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -32, State-gov,308955, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,20, United-States, <=50K -36, Private,126896, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Female,0,0,35, United-States, <=50K -19, State-gov,116385, Assoc-acdm,12, Never-married, Adm-clerical, Own-child, White, Female,0,0,18, United-States, <=50K -37, State-gov,172425, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -22, Private,106615, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Female,0,0,15, United-States, <=50K -42, Private,261929, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -22, Private,163870, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,20, United-States, <=50K -35, Self-emp-inc,242080, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,7298,0,45, United-States, >50K -21, Private,30796, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,25, United-States, <=50K -43, Self-emp-not-inc,207578, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,42, United-States, >50K -22,,140001, HS-grad,9, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -18, Private,217942, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,24, United-States, <=50K -28, Private,301010, 11th,7, Never-married, Other-service, Not-in-family, Black, Male,0,0,40, United-States, <=50K -20,,222007, Some-college,10, Never-married,, Own-child, White, Male,0,0,24, United-States, <=50K -32, Private,72630, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Male,3325,0,45, United-States, <=50K -49, Local-gov,204377, 11th,7, Divorced, Other-service, Own-child, White, Female,0,0,60, United-States, <=50K -38, Local-gov,189614, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -21, Private,100345, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -22, Private,163687, 10th,6, Never-married, Sales, Own-child, White, Male,0,0,15, United-States, <=50K -34, Local-gov,174215, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,7688,0,35, United-States, >50K -32, Private,37646, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, <=50K -33, Private,84154, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,20, United-States, <=50K -41, Private,116493, Some-college,10, Divorced, Sales, Not-in-family, White, Male,0,0,52, United-States, <=50K -38, Private,259972, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -58, State-gov,185338, Bachelors,13, Widowed, Tech-support, Unmarried, White, Female,0,0,40, United-States, >50K -44, Private,99212, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,35, United-States, <=50K -61, Private,54780, Bachelors,13, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -35, Private,393673, Some-college,10, Never-married, Tech-support, Other-relative, White, Female,0,0,40, United-States, <=50K -36, Private,66687, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -44, Private,133986, Some-college,10, Married-spouse-absent, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -35, Private,248694, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -43, Private,212888, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,38, United-States, <=50K -51, Self-emp-inc,304955, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,50, United-States, >50K -23, Private,172232, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,53, United-States, <=50K -59, Private,32446, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -18, Private,182701, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,12, Mexico, <=50K -23, Private,164920, Some-college,10, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,15, Germany, <=50K -24, Private,274424, HS-grad,9, Never-married, Tech-support, Unmarried, White, Female,1831,0,40, United-States, <=50K -57, Private,176904, 10th,6, Divorced, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -28, Private,217530, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,35, United-States, <=50K -59, Private,318450, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -39, Private,210945, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,48, United-States, <=50K -26, Private,181838, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, <=50K -17, Private,91931, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,23, United-States, <=50K -45, Self-emp-not-inc,123681, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -64, Local-gov,181628, HS-grad,9, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,20, United-States, <=50K -72,,305145, Bachelors,13, Widowed,, Not-in-family, White, Male,0,0,4, United-States, <=50K -55, Private,174533, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -47, Private,94342, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,16, United-States, <=50K -43, Private,215624, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, Asian-Pac-Islander, Male,0,0,40, Vietnam, <=50K -46, Self-emp-not-inc,112485, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -54, Private,27484, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -26, Private,186454, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Asian-Pac-Islander, Male,4650,0,40, Vietnam, <=50K -28, State-gov,187746, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,1669,40, United-States, <=50K -57, Private,358628, Assoc-voc,11, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -35, Private,295939, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -61, Self-emp-not-inc,127198, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Germany, <=50K -48, Private,81497, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,65, United-States, <=50K -30, Self-emp-not-inc,143078, Bachelors,13, Divorced, Sales, Not-in-family, White, Male,0,2444,55, United-States, >50K -70, Self-emp-not-inc,177806, Assoc-voc,11, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -30, Local-gov,210926, 9th,5, Divorced, Farming-fishing, Unmarried, White, Female,0,0,40, Mexico, <=50K -34, Private,195144, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -26, Private,252563, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -41, Self-emp-not-inc,170785, 12th,8, Divorced, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -19, Private,111232, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,30, United-States, <=50K -59, Private,59584, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, <=50K -48, Private,148254, Bachelors,13, Married-civ-spouse, Other-service, Wife, White, Female,0,1902,40,, >50K -30, Local-gov,19302, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,4386,0,70, Germany, >50K -52, Private,285224, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,32, United-States, <=50K -43, Private,172256, Bachelors,13, Divorced, Sales, Unmarried, White, Female,0,0,50, United-States, <=50K -51, State-gov,128260, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,40, United-States, >50K -25, Private,156163, Some-college,10, Never-married, Adm-clerical, Own-child, Black, Female,0,0,40,, <=50K -31, Private,155914, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -19, Private,58471, HS-grad,9, Never-married, Craft-repair, Own-child, White, Female,0,0,40, United-States, <=50K -29, Private,282389, Assoc-voc,11, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,70, United-States, <=50K -40, Private,117915, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -40, Private,163628, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -45, Private,287436, 11th,7, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, Puerto-Rico, <=50K -58, State-gov,139736, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,1741,40, United-States, <=50K -28, Local-gov,136643, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, <=50K -43, Local-gov,180572, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, >50K -40, State-gov,148805, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -55, Private,497039, Some-college,10, Divorced, Tech-support, Unmarried, Black, Female,0,0,56, United-States, <=50K -18, Private,226956, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,24, United-States, <=50K -36, Private,157184, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Other, Male,0,0,40, United-States, >50K -21, Private,315470, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,30, United-States, <=50K -45, Private,252079, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -53, Private,138022, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -33, Private,48520, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -35, Self-emp-not-inc,346605, Some-college,10, Divorced, Other-service, Unmarried, White, Female,0,0,20, United-States, <=50K -35, Private,139770, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,29, United-States, <=50K -41, Private,209899, HS-grad,9, Separated, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -44, Self-emp-not-inc,55844, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -61, Private,215789, HS-grad,9, Divorced, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -18, Private,126913, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,12, United-States, <=50K -42, State-gov,101950, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,38, United-States, <=50K -28, Private,451742, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -53, Private,173754, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, >50K -51, Private,350131, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,2339,40, United-States, <=50K -32, Private,185820, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Black, Female,0,0,40, United-States, <=50K -35, Private,176837, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -44, Private,271282, Bachelors,13, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,56, United-States, <=50K -25,,420081, Assoc-acdm,12, Never-married,, Own-child, White, Male,0,0,20, United-States, <=50K -38, State-gov,142282, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -28, State-gov,266855, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,50, United-States, >50K -36, Private,148143, HS-grad,9, Never-married, Machine-op-inspct, Other-relative, Black, Female,0,0,40, United-States, <=50K -40, State-gov,21189, Bachelors,13, Divorced, Adm-clerical, Other-relative, Black, Female,0,0,32, United-States, <=50K -37, Private,110013, Assoc-voc,11, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -18, Private,350400, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -51, Private,275507, Some-college,10, Divorced, Sales, Unmarried, Black, Female,0,0,50, United-States, <=50K -42, Private,169948, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,80, United-States, >50K -41, Private,298161, Assoc-voc,11, Divorced, Adm-clerical, Own-child, White, Female,0,0,40, Cuba, <=50K -45,,120131, HS-grad,9, Never-married,, Other-relative, White, Male,0,0,25, United-States, <=50K -32, State-gov,113129, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,38, United-States, >50K -24, Private,201680, Some-college,10, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -63, Private,158609, 10th,6, Widowed, Machine-op-inspct, Not-in-family, White, Female,0,0,20, United-States, <=50K -67, Self-emp-inc,22313, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,20051,0,40, United-States, >50K -36, Private,261012, HS-grad,9, Divorced, Prof-specialty, Unmarried, Black, Female,0,0,50, United-States, <=50K -52, Private,104501, 12th,8, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -32, Private,50178, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -38, Private,65624, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,45, United-States, <=50K -33, Private,236481, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Asian-Pac-Islander, Male,0,0,10, India, <=50K -50, Private,213041, HS-grad,9, Divorced, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -55, Private,105127, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -47,,127441, Some-college,10, Divorced,, Unmarried, White, Female,0,0,42, United-States, <=50K -30, Private,210541, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Female,0,0,40, United-States, <=50K -40, Self-emp-not-inc,163512, 5th-6th,3, Married-civ-spouse, Craft-repair, Husband, Other, Male,0,0,8, Guatemala, <=50K -36, Private,170376, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,1887,40, United-States, >50K -50, Private,132465, 1st-4th,2, Married-spouse-absent, Other-service, Not-in-family, White, Male,0,0,40, Mexico, <=50K -45, Private,253827, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,7688,0,40, United-States, >50K -22, Private,186383, HS-grad,9, Married-civ-spouse, Priv-house-serv, Wife, White, Female,0,0,40, United-States, <=50K -34, Private,111985, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -37, Private,152909, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -57, Private,279340, 7th-8th,4, Widowed, Other-service, Unmarried, Black, Female,0,0,29, United-States, <=50K -29, Private,154571, Some-college,10, Never-married, Craft-repair, Other-relative, Asian-Pac-Islander, Male,0,0,40,, <=50K -31, Private,270889, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -32, Private,241731, Some-college,10, Never-married, Other-service, Not-in-family, Black, Male,0,0,40, United-States, <=50K -45,,256649, Bachelors,13, Married-civ-spouse,, Husband, Black, Male,0,0,45, United-States, >50K -31, Private,176711, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -29, Private,359155, HS-grad,9, Separated, Transport-moving, Unmarried, White, Female,0,0,30, United-States, <=50K -30, State-gov,103651, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -43, Self-emp-not-inc,138872, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -50, Private,180195, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,50, United-States, >50K -37, Local-gov,175979, Bachelors,13, Divorced, Prof-specialty, Other-relative, White, Female,0,0,60, United-States, <=50K -59, Local-gov,53612, Masters,14, Separated, Prof-specialty, Own-child, Black, Female,0,0,35, United-States, <=50K -18, Local-gov,28357, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -25, Private,460322, Bachelors,13, Never-married, Other-service, Own-child, White, Male,0,0,43, United-States, <=50K -36, Private,182954, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,52, Dominican-Republic, <=50K -17, Private,242871, 10th,6, Never-married, Sales, Own-child, White, Female,594,0,12, United-States, <=50K -55, Local-gov,30636, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,4386,0,40, United-States, >50K -47, Local-gov,274657, HS-grad,9, Married-civ-spouse, Other-service, Other-relative, White, Male,3908,0,40, United-States, <=50K -17,,179807, 10th,6, Never-married,, Own-child, White, Female,0,0,16, United-States, <=50K -18, Private,230215, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,30, United-States, <=50K -46, Federal-gov,260549, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,80, United-States, >50K -31, Private,408208, HS-grad,9, Never-married, Craft-repair, Other-relative, Black, Male,0,0,40, United-States, <=50K -61, Private,143837, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,203784, Preschool,1, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,38, Mexico, <=50K -43, Federal-gov,190020, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -26, Private,666014, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, <=50K -32, Private,50753, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -52, Federal-gov,197515, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -55, Private,209476, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -67, Private,192995, HS-grad,9, Widowed, Adm-clerical, Unmarried, White, Female,6723,0,40, United-States, <=50K -25, Private,39640, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,48, United-States, <=50K -33, Private,203488, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,50, United-States, >50K -29, Private,125791, Assoc-acdm,12, Never-married, Exec-managerial, Other-relative, White, Female,0,0,38, United-States, <=50K -20, Private,167424, Some-college,10, Never-married, Priv-house-serv, Own-child, White, Female,0,0,40, United-States, <=50K -58,,169590, Some-college,10, Married-civ-spouse,, Wife, White, Female,0,0,40, United-States, <=50K -56,,174533, Bachelors,13, Never-married,, Unmarried, White, Female,0,0,20, United-States, <=50K -37, Private,474568, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45,, >50K -36, Private,414910, 7th-8th,4, Divorced, Sales, Not-in-family, Other, Female,0,0,35, United-States, <=50K -21, Self-emp-inc,95997, Some-college,10, Never-married, Farming-fishing, Own-child, White, Male,0,0,60, United-States, <=50K -26, Private,191797, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Female,0,0,16, United-States, <=50K -81,,143732, 1st-4th,2, Widowed,, Not-in-family, White, Male,0,0,30, United-States, <=50K -52, Private,65624, Assoc-acdm,12, Never-married, Machine-op-inspct, Own-child, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -48, Private,352614, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,40,, >50K -34, Private,301251, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -47, Private,98524, 5th-6th,3, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,112512, Assoc-voc,11, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,48, United-States, >50K -37, Local-gov,170861, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,45, United-States, <=50K -42, Private,244668, HS-grad,9, Divorced, Tech-support, Not-in-family, White, Male,8614,0,40, Mexico, >50K -23, Private,148890, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Female,0,0,25, United-States, <=50K -37, Private,149898, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,50, United-States, <=50K -45, Private,240629, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -28, Federal-gov,19522, Some-college,10, Never-married, Tech-support, Unmarried, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -89, Private,152839, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -54, Local-gov,105788, Masters,14, Divorced, Prof-specialty, Unmarried, Black, Female,0,0,37, United-States, >50K -23, Private,314823, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,24, United-States, <=50K -20,,287681, 5th-6th,3, Never-married,, Not-in-family, White, Male,0,0,25, Mexico, <=50K -50,,313445, HS-grad,9, Separated,, Unmarried, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -35, Private,289148, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -37, Private,166193, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -31, Federal-gov,206857, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -24, Private,150683, Bachelors,13, Never-married, Tech-support, Own-child, White, Male,0,0,42, United-States, <=50K -52, Private,155759, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -18,,211459, HS-grad,9, Never-married,, Own-child, White, Male,0,0,30, United-States, <=50K -35, Private,191103, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,88856, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,2415,40, United-States, >50K -41, Private,193882, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,65, United-States, >50K -57, State-gov,222792, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -22, Private,190137, HS-grad,9, Never-married, Sales, Own-child, Other, Male,0,0,40, United-States, <=50K -37, Private,174308, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,45, United-States, <=50K -74, Private,172787, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Male,0,2282,35, United-States, >50K -56, Private,146391, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,40, Ireland, <=50K -33, Private,179708, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,48, United-States, <=50K -31, Local-gov,314375, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,30, United-States, <=50K -41, Local-gov,120277, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,35, United-States, >50K -26, Private,244906, Bachelors,13, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -59, Local-gov,251890, 10th,6, Widowed, Other-service, Not-in-family, White, Female,0,0,25, Puerto-Rico, <=50K -23, Private,220993, HS-grad,9, Married-civ-spouse, Sales, Not-in-family, Black, Male,0,0,60, United-States, <=50K -35, Private,309131, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -50, State-gov,263200, Assoc-voc,11, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, Ecuador, <=50K -52, Self-emp-not-inc,92469, Some-college,10, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,32, United-States, <=50K -31, Private,32406, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, <=50K -37, Private,235070, HS-grad,9, Married-spouse-absent, Other-service, Unmarried, Black, Female,0,0,35, Haiti, <=50K -48, Private,196571, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -50, Local-gov,258819, Some-college,10, Divorced, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Private,33945, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,452640, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -57, Self-emp-not-inc,112772, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -49, Self-emp-not-inc,34845, Assoc-voc,11, Divorced, Transport-moving, Not-in-family, White, Male,0,0,48, United-States, <=50K -23, Private,119051, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, Puerto-Rico, <=50K -20, Private,197767, Some-college,10, Never-married, Sales, Not-in-family, Black, Female,0,0,36, United-States, <=50K -52, Local-gov,181578, HS-grad,9, Married-civ-spouse, Other-service, Wife, Asian-Pac-Islander, Female,0,0,40,, >50K -56, Private,329654, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, Asian-Pac-Islander, Female,7688,0,50, United-States, >50K -57, Federal-gov,47534, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,60, United-States, >50K -20, Private,341294, Some-college,10, Never-married, Protective-serv, Own-child, White, Male,0,0,40, United-States, <=50K -43, Private,336042, HS-grad,9, Separated, Craft-repair, Not-in-family, White, Male,0,0,35, United-States, <=50K -41, Self-emp-inc,56019, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,99999,0,50, India, >50K -45, Private,86505, Some-college,10, Divorced, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -36, Private,274106, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, Mexico, <=50K -62, Federal-gov,52765, 9th,5, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -19, Self-emp-inc,136848, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,6, United-States, <=50K -24, Private,298227, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -19, Self-emp-not-inc,215493, HS-grad,9, Never-married, Tech-support, Own-child, White, Male,0,0,20, United-States, <=50K -20,,197583, HS-grad,9, Married-civ-spouse,, Wife, White, Female,0,0,40, United-States, <=50K -32, Private,265190, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -44, Self-emp-not-inc,96921, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,45, United-States, <=50K -53, Local-gov,202420, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, <=50K -45, Private,252616, 7th-8th,4, Married-civ-spouse, Other-service, Husband, Asian-Pac-Islander, Male,0,0,36, China, <=50K -39, Private,102976, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, >50K -55, Private,70439, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,25, United-States, >50K -30, Private,184290, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,55, United-States, <=50K -39, Federal-gov,72887, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, >50K -23, Local-gov,237498, HS-grad,9, Never-married, Protective-serv, Not-in-family, White, Male,0,0,45, United-States, <=50K -28, Self-emp-not-inc,228043, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,48, United-States, <=50K -42, Private,144056, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, >50K -35, Private,187711, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -39, Private,282489, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,25, United-States, <=50K -29, Private,359155, Bachelors,13, Divorced, Tech-support, Unmarried, White, Female,0,0,20, United-States, <=50K -21, Self-emp-not-inc,87169, HS-grad,9, Never-married, Farming-fishing, Own-child, Asian-Pac-Islander, Male,0,0,35, United-States, <=50K -35, Private,251091, Masters,14, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,38, Puerto-Rico, <=50K -42, Private,130126, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,163265, 9th,5, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,30, United-States, <=50K -57, Private,250040, 7th-8th,4, Divorced, Prof-specialty, Other-relative, White, Female,0,0,20,, <=50K -59,,218764, HS-grad,9, Divorced,, Not-in-family, White, Female,0,0,45, United-States, <=50K -50, Private,176773, Preschool,1, Married-civ-spouse, Farming-fishing, Husband, Black, Male,0,0,40, Haiti, <=50K -37, Self-emp-not-inc,98941, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,50, United-States, >50K -20, Private,217467, HS-grad,9, Never-married, Machine-op-inspct, Other-relative, White, Male,0,0,40, United-States, <=50K -46, Self-emp-not-inc,97176, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,50, United-States, <=50K -28, Private,230503, Some-college,10, Never-married, Tech-support, Unmarried, White, Female,0,0,40, United-States, <=50K -32, Private,227321, Some-college,10, Separated, Other-service, Not-in-family, White, Female,0,0,38, United-States, <=50K -20, Private,199698, 9th,5, Never-married, Transport-moving, Unmarried, White, Male,0,0,35, United-States, <=50K -38, Local-gov,347491, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,103925, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,45, Germany, <=50K -30, Private,124569, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,16, United-States, <=50K -35, Private,80680, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,45, United-States, >50K -30, State-gov,119197, Masters,14, Divorced, Prof-specialty, Not-in-family, Amer-Indian-Eskimo, Male,0,0,50, United-States, <=50K -56, Private,147055, 9th,5, Divorced, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Private,316470, 9th,5, Married-spouse-absent, Farming-fishing, Not-in-family, White, Male,0,0,40, Mexico, <=50K -64, Private,260082, 1st-4th,2, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Cuba, <=50K -21,,228960, Some-college,10, Never-married,, Own-child, White, Female,0,0,20, United-States, <=50K -17,,256496, 10th,6, Never-married,, Own-child, White, Male,0,0,35, United-States, <=50K -49, Private,133351, HS-grad,9, Married-civ-spouse, Craft-repair, Wife, Black, Female,0,0,40, United-States, <=50K -37, Private,151835, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40,, >50K -52,,224793, Bachelors,13, Widowed,, Not-in-family, White, Female,0,0,8, United-States, <=50K -55, Private,101480, HS-grad,9, Married-civ-spouse, Other-service, Other-relative, White, Female,0,0,33, United-States, <=50K -24, Private,138719, 11th,7, Never-married, Sales, Own-child, Black, Female,0,0,20, United-States, <=50K -23, Private,129121, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,30, United-States, <=50K -31, Private,401069, Some-college,10, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,39, United-States, <=50K -17,,188758, 10th,6, Never-married,, Own-child, White, Male,0,0,14, United-States, <=50K -50, Private,191598, HS-grad,9, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,1980,38, United-States, <=50K -33, Private,330715, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, <=50K -24, Private,284317, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -37, Private,393673, 12th,8, Married-civ-spouse, Other-service, Wife, White, Female,0,0,45, United-States, <=50K -31, Self-emp-not-inc,206609, 10th,6, Never-married, Transport-moving, Not-in-family, White, Male,0,2205,60, United-States, <=50K -77,,88545, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,8, United-States, <=50K -21, Private,224632, Bachelors,13, Never-married, Adm-clerical, Own-child, Black, Female,0,0,38, United-States, <=50K -18, Private,227529, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,10, United-States, <=50K -25, Private,210148, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -57, Private,224174, Assoc-voc,11, Widowed, Craft-repair, Not-in-family, Black, Male,0,0,40,, <=50K -25, Private,193787, Some-college,10, Never-married, Prof-specialty, Unmarried, White, Female,0,0,60, United-States, <=50K -62, Self-emp-not-inc,244953, Some-college,10, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,20, United-States, <=50K -35, Private,223749, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,7298,0,48, United-States, >50K -26, Private,37650, Some-college,10, Divorced, Prof-specialty, Not-in-family, White, Female,5060,0,40, United-States, <=50K -47, Private,358382, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Male,0,0,40, United-States, <=50K -25, Private,155275, Assoc-acdm,12, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -33, Private,180574, Assoc-voc,11, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -28, Private,101853, Bachelors,13, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -42, Self-emp-not-inc,34161, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -50, Private,83311, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -61, Private,217125, 1st-4th,2, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, Mexico, <=50K -50, Private,166368, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -23,,44793, HS-grad,9, Never-married,, Not-in-family, White, Male,0,0,40, United-States, <=50K -27,,123147, Some-college,10, Never-married,, Unmarried, White, Female,0,0,25, United-States, <=50K -51, Private,184529, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,1977,50, United-States, >50K -37, Private,224566, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,39, United-States, <=50K -25, Private,195994, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,35, United-States, <=50K -38, Private,186376, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, Asian-Pac-Islander, Male,0,0,42, United-States, >50K -60, Federal-gov,38749, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,99999,0,60, Philippines, >50K -66,,78375, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,50, United-States, <=50K -74, Private,148867, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,6418,0,24, United-States, >50K -37, Private,207066, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,70, United-States, <=50K -26, Private,339423, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -39, Private,172186, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -19,,138564, HS-grad,9, Never-married,, Own-child, White, Female,0,0,8, United-States, <=50K -35, Private,208259, 10th,6, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,36, United-States, <=50K -43, Local-gov,203376, Masters,14, Widowed, Prof-specialty, Unmarried, Black, Female,0,0,40, United-States, <=50K -31, Self-emp-inc,243165, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -35, Self-emp-inc,213008, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -30, Private,159323, Some-college,10, Divorced, Sales, Unmarried, White, Female,0,0,65, Canada, <=50K -22, Private,197050, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -36, Private,166855, 7th-8th,4, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -19, Private,163072, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,34, United-States, <=50K -36, Private,191807, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,75, United-States, <=50K -29, State-gov,48634, Bachelors,13, Never-married, Protective-serv, Own-child, White, Female,0,0,40, United-States, <=50K -30, Local-gov,287737, Some-college,10, Never-married, Protective-serv, Not-in-family, White, Female,3325,0,40, United-States, <=50K -31, Private,162623, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -27, Private,104993, HS-grad,9, Never-married, Sales, Own-child, Black, Male,0,0,40, United-States, <=50K -44,,256211, Assoc-voc,11, Married-civ-spouse,, Husband, Asian-Pac-Islander, Male,0,2129,40, Poland, <=50K -17, Private,298605, 11th,7, Never-married, Adm-clerical, Own-child, White, Female,0,0,15, United-States, <=50K -36, Private,115803, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -43, Private,183342, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -46, Self-emp-not-inc,115971, 9th,5, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,254547, HS-grad,9, Never-married, Adm-clerical, Other-relative, Black, Female,0,0,20, United-States, <=50K -42, Private,211940, Some-college,10, Never-married, Transport-moving, Not-in-family, Black, Male,0,0,40, United-States, <=50K -55, State-gov,136819, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,43, United-States, >50K -61, Self-emp-not-inc,186000, Assoc-voc,11, Widowed, Craft-repair, Unmarried, White, Female,0,0,40, Canada, <=50K -20, Private,289982, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,10, El-Salvador, <=50K -60, Private,137344, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,174413, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -33, Private,186993, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,51, United-States, <=50K -67, Self-emp-not-inc,176388, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, >50K -34, Private,49469, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -34, Private,83800, Some-college,10, Married-civ-spouse, Other-service, Wife, White, Female,0,0,30, United-States, <=50K -38, Private,194809, Some-college,10, Divorced, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -50, Private,194397, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -45, Private,181363, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,46, United-States, <=50K -55,,227243, HS-grad,9, Widowed,, Unmarried, White, Female,0,0,35, Puerto-Rico, <=50K -18, Private,176136, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,35, United-States, <=50K -26,,102541, 10th,6, Never-married,, Unmarried, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -40, Private,166088, Assoc-voc,11, Widowed, Adm-clerical, Unmarried, White, Female,0,0,30, United-States, <=50K -37, Self-emp-inc,95634, Some-college,10, Divorced, Craft-repair, Unmarried, White, Female,0,0,40, Canada, <=50K -35, Private,66304, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, <=50K -22, Private,64292, Some-college,10, Never-married, Prof-specialty, Own-child, White, Female,2176,0,25, United-States, <=50K -33, Private,41610, HS-grad,9, Separated, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -42, Local-gov,198028, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -36, Private,228652, Some-college,10, Divorced, Machine-op-inspct, Own-child, Other, Male,0,0,40, Mexico, <=50K -41, Private,165815, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -39, Private,238255, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -63, Private,65740, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, Asian-Pac-Islander, Male,0,0,40, Philippines, >50K -52, Private,279543, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, Cuba, >50K -36, Private,114765, 10th,6, Never-married, Other-service, Unmarried, White, Female,0,0,35, United-States, <=50K -27, Private,279580, Masters,14, Never-married, Sales, Not-in-family, White, Male,0,0,42, Mexico, <=50K -19, Private,73257, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,15, Germany, <=50K -66, Private,80621, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, >50K -74, State-gov,193602, Some-college,10, Widowed, Exec-managerial, Not-in-family, Black, Male,15831,0,40, United-States, >50K -17,,141445, 9th,5, Never-married,, Own-child, White, Male,0,0,5, United-States, <=50K -37, Private,224512, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -52, Self-emp-not-inc,98642, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, India, >50K -21,,182288, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -44, Private,765214, Masters,14, Separated, Exec-managerial, Not-in-family, White, Male,0,2559,40, United-States, >50K -24, Private,224785, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,1876,65, United-States, <=50K -19,,285177, Some-college,10, Never-married,, Own-child, White, Male,0,0,18, United-States, <=50K -31, Private,241880, Assoc-voc,11, Never-married, Adm-clerical, Not-in-family, Black, Male,0,0,45, United-States, <=50K -42, Self-emp-inc,201495, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -35, Private,165215, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,15, United-States, >50K -35, Self-emp-inc,99146, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, <=50K -26, State-gov,92795, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,80, United-States, <=50K -39, Self-emp-not-inc,54022, Some-college,10, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,40, United-States, <=50K -38, Private,175268, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,50, United-States, <=50K -39, Local-gov,123983, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,40, India, >50K -35, Private,269323, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,1887,40, United-States, >50K -40, Private,32798, HS-grad,9, Married-civ-spouse, Craft-repair, Wife, White, Female,0,0,45, United-States, <=50K -64, Private,101077, Prof-school,15, Widowed, Prof-specialty, Not-in-family, White, Female,0,2444,40, United-States, >50K -22,,157332, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -49, Private,390746, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1672,45, Ireland, <=50K -26, Private,200318, 10th,6, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,38, United-States, <=50K -38,,36425, Some-college,10, Divorced,, Not-in-family, White, Female,0,0,25, United-States, <=50K -44, Private,221172, 5th-6th,3, Married-spouse-absent, Craft-repair, Not-in-family, White, Male,0,0,45, United-States, <=50K -34, Self-emp-inc,337995, Bachelors,13, Divorced, Exec-managerial, Unmarried, Black, Male,15020,0,50, United-States, >50K -54, Private,64421, Some-college,10, Widowed, Tech-support, Unmarried, White, Female,0,0,40, United-States, <=50K -22, Private,199915, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,10, United-States, <=50K -64, Private,207658, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -22, Private,124810, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -40, Self-emp-inc,253060, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -36, Private,76878, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,5178,0,40, United-States, >50K -20,,38455, HS-grad,9, Never-married,, Other-relative, White, Male,0,0,40, United-States, <=50K -49, Private,41294, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -42, Private,205195, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -48, Private,162236, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, >50K -27, Private,445480, 12th,8, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -30, Private,761800, 11th,7, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,188300, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,28, United-States, <=50K -36, Private,138088, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -53, Private,132304, Some-college,10, Divorced, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -32, Private,126173, HS-grad,9, Separated, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -48, Private,259873, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -40, Private,122215, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -24, Private,190015, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -35, Self-emp-not-inc,313132, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -35, Self-emp-not-inc,103323, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -17,,44789, Some-college,10, Never-married,, Own-child, White, Male,0,0,15, United-States, <=50K -28, Private,192932, Bachelors,13, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -30, Private,264025, HS-grad,9, Separated, Transport-moving, Unmarried, Black, Male,1506,0,80, United-States, <=50K -37, Private,30269, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,2174,0,50, United-States, <=50K -23, Private,283092, HS-grad,9, Never-married, Sales, Other-relative, Black, Male,0,0,40, Jamaica, <=50K -17, Private,125236, 10th,6, Never-married, Sales, Own-child, White, Female,0,0,22, United-States, <=50K -47, Private,187308, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -43, Private,150519, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -39, Local-gov,32587, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, Amer-Indian-Eskimo, Male,0,1485,40, United-States, >50K -37, Private,244803, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, Columbia, <=50K -23, Private,316793, HS-grad,9, Married-civ-spouse, Sales, Wife, Black, Female,0,0,35, United-States, <=50K -41, Private,106068, HS-grad,9, Divorced, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -22, Private,191878, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Female,0,0,35, United-States, <=50K -30,,159008, Bachelors,13, Married-spouse-absent,, Not-in-family, White, Female,0,0,35, United-States, <=50K -39, Private,181983, Doctorate,16, Divorced, Exec-managerial, Not-in-family, White, Female,0,2559,60, England, >50K -65, Private,113293, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -61, Local-gov,224711, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,63, United-States, >50K -20, Private,460356, 12th,8, Never-married, Other-service, Not-in-family, White, Male,0,0,30, Mexico, <=50K -37, Local-gov,184474, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,2977,0,55, United-States, <=50K -39, Private,289890, Bachelors,13, Divorced, Sales, Not-in-family, White, Male,0,0,60, United-States, <=50K -27, Private,183148, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Male,0,0,40, United-States, <=50K -32, Self-emp-not-inc,178109, 10th,6, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, <=50K -54, Private,351760, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,35, United-States, <=50K -39, Private,176967, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -17, Private,67444, 11th,7, Never-married, Other-service, Other-relative, Black, Male,0,0,20, United-States, <=50K -23, Private,48343, HS-grad,9, Never-married, Sales, Not-in-family, Black, Female,0,0,27,, <=50K -19, Private,1047822, 11th,7, Never-married, Sales, Unmarried, White, Female,0,0,25, United-States, <=50K -55, Local-gov,200448, Some-college,10, Divorced, Adm-clerical, Not-in-family, Black, Male,0,0,40, United-States, <=50K -36, Private,34364, Assoc-acdm,12, Separated, Tech-support, Not-in-family, White, Female,0,0,3, United-States, <=50K -27, Private,95725, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1740,40, United-States, <=50K -23, Private,124802, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, Black, Female,0,0,40, United-States, <=50K -38, Local-gov,196673, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,55, United-States, <=50K -22, Private,196943, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -31, Private,43819, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, >50K -53, Private,173020, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -67, Local-gov,102690, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,20, United-States, <=50K -42, Private,199018, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,55, United-States, >50K -29, Private,201954, Assoc-voc,11, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40,, <=50K -31, Private,168854, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,1504,40, United-States, <=50K -22, Private,53702, 10th,6, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -50, Private,154043, HS-grad,9, Widowed, Adm-clerical, Other-relative, Black, Female,0,0,40, United-States, <=50K -41, Self-emp-inc,64112, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,50, United-States, >50K -68,,294420, Bachelors,13, Widowed,, Not-in-family, White, Female,0,0,2, United-States, <=50K -42, Self-emp-inc,325159, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -20, Private,267706, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -18, Private,70240, HS-grad,9, Never-married, Sales, Own-child, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -31, Private,213307, 7th-8th,4, Never-married, Machine-op-inspct, Other-relative, White, Female,0,0,20, Mexico, <=50K -56, Private,192845, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1887,40, United-States, >50K -23, Private,273010, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -45,,177775, Assoc-voc,11, Never-married,, Other-relative, White, Female,0,0,32, United-States, <=50K -22,,393122, Some-college,10, Never-married,, Own-child, White, Male,0,0,30, United-States, <=50K -23, Private,345577, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,46, United-States, <=50K -54, Self-emp-not-inc,72257, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -34, Private,113129, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,38, United-States, >50K -36, Private,292380, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,10, United-States, <=50K -29, Private,121040, Assoc-voc,11, Separated, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -67, Private,142097, 9th,5, Married-civ-spouse, Priv-house-serv, Wife, White, Female,0,0,6, United-States, <=50K -48, Federal-gov,34998, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,48, United-States, >50K -53, State-gov,41021, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,46, United-States, >50K -42, Private,152889, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,4386,0,50, United-States, >50K -56, Private,436651, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,20, United-States, <=50K -20,,256504, Some-college,10, Never-married,, Own-child, White, Female,0,0,30, United-States, <=50K -40, Private,215479, HS-grad,9, Never-married, Other-service, Other-relative, Black, Male,0,0,40, United-States, <=50K -55, State-gov,100285, Bachelors,13, Divorced, Adm-clerical, Not-in-family, White, Male,10520,0,40, United-States, >50K -61, Private,373099, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -35, Self-emp-not-inc,99357, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -42, Private,67243, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, Portugal, <=50K -32, Private,231263, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, >50K -19, Private,243942, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -21, Private,194102, Assoc-acdm,12, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -39, Private,141748, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,1887,40, United-States, >50K -22, Private,211013, HS-grad,9, Separated, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -23, Private,102652, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,35, United-States, <=50K -49, Private,201127, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,1902,70, United-States, <=50K -57,,172667, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,32, United-States, <=50K -49, Local-gov,175958, 11th,7, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, Italy, <=50K -34, Private,73928, 10th,6, Separated, Other-service, Unmarried, Asian-Pac-Islander, Female,0,0,4, United-States, <=50K -46, Private,212944, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,32, United-States, <=50K -26, Private,544319, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,348960, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,41, United-States, <=50K -59, Private,280519, 10th,6, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, <=50K -24, Private,155172, Assoc-acdm,12, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -26, Private,106856, Assoc-voc,11, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -41, Private,397346, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -27, Private,253814, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,38, United-States, <=50K -23, Private,201490, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,35, United-States, <=50K -19, Private,176806, 9th,5, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,107038, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -46, Private,122194, Some-college,10, Married-civ-spouse, Craft-repair, Wife, White, Female,7298,0,40, United-States, >50K -28, Self-emp-not-inc,180928, HS-grad,9, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -62, Private,143746, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -28, Private,183523, Assoc-acdm,12, Never-married, Adm-clerical, Own-child, White, Male,0,0,35, United-States, <=50K -35, Federal-gov,179262, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -38, Private,190759, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,42, United-States, <=50K -53, Self-emp-inc,200400, Doctorate,16, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,60, United-States, >50K -29, Private,166320, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -17, Private,205954, 12th,8, Never-married, Other-service, Own-child, White, Female,0,0,8, United-States, <=50K -45, Local-gov,251786, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,37, United-States, <=50K -20, Private,166371, HS-grad,9, Never-married, Craft-repair, Other-relative, White, Male,0,0,40, United-States, <=50K -27,,135046, Some-college,10, Never-married,, Unmarried, White, Female,0,0,40, United-States, <=50K -59, Local-gov,170423, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,393673, Masters,14, Never-married, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -27, Private,115438, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -29, Private,173944, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -26,,292803, Some-college,10, Divorced,, Other-relative, White, Female,0,0,35, United-States, <=50K -63, Private,149756, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1740,40, United-States, <=50K -39, Private,192251, Some-college,10, Divorced, Craft-repair, Own-child, White, Female,0,0,50, United-States, >50K -20, Private,163687, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -20, Private,200421, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,35, United-States, <=50K -53, Self-emp-inc,368014, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,60, United-States, >50K -49,,141483, 10th,6, Married-civ-spouse,, Wife, White, Female,0,0,40, United-States, <=50K -35, Federal-gov,191480, Bachelors,13, Married-spouse-absent, Exec-managerial, Not-in-family, Black, Male,0,0,40, United-States, <=50K -40, Private,202466, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,60, United-States, <=50K -50,,28765, Masters,14, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, >50K -35, Private,141584, Masters,14, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,45, United-States, >50K -38, Federal-gov,143123, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -47, Private,122194, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -32, State-gov,110171, Some-college,10, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,1902,40, United-States, >50K -43, Self-emp-inc,342510, Bachelors,13, Married-civ-spouse, Farming-fishing, Wife, White, Female,0,0,60, United-States, >50K -20, Private,42279, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,30, United-States, <=50K -33, Private,201122, HS-grad,9, Separated, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -23, Private,254025, Some-college,10, Never-married, Exec-managerial, Own-child, White, Male,0,0,45, United-States, <=50K -50, Private,410114, Prof-school,15, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,50, United-States, >50K -60, Private,320422, Some-college,10, Divorced, Tech-support, Not-in-family, White, Female,6849,0,50, United-States, <=50K -56, Private,67153, Doctorate,16, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -37, Private,224406, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -57, Private,211678, 10th,6, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,64, United-States, <=50K -22, Private,257017, Assoc-voc,11, Never-married, Other-service, Other-relative, Black, Male,0,0,52, United-States, <=50K -48, Self-emp-inc,106232, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,48, United-States, >50K -27, State-gov,41115, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -18, Self-emp-not-inc,161245, 12th,8, Never-married, Farming-fishing, Own-child, White, Male,0,0,50, United-States, <=50K -41, Self-emp-not-inc,37618, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, >50K -33, Private,321787, Bachelors,13, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -51, Private,123011, HS-grad,9, Married-spouse-absent, Machine-op-inspct, Not-in-family, White, Male,0,0,50, United-States, <=50K -33, Local-gov,66278, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,45, United-States, <=50K -25, Private,181054, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,32, United-States, <=50K -55, Self-emp-not-inc,129786, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, <=50K -29, Private,245402, 11th,7, Divorced, Other-service, Not-in-family, White, Female,0,0,70, United-States, <=50K -24,,192711, Bachelors,13, Never-married,, Not-in-family, White, Male,0,0,41, United-States, <=50K -41, Private,240124, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -29, Local-gov,370675, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, <=50K -39, Self-emp-not-inc,34066, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Amer-Indian-Eskimo, Male,0,0,50, United-States, >50K -35, Private,53553, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,7298,0,48, United-States, >50K -20, Private,319758, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, White, Female,0,0,40, United-States, <=50K -41, Private,43556, Assoc-voc,11, Divorced, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -26, Self-emp-inc,97952, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Male,0,0,80, United-States, <=50K -44, Private,244522, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,45, United-States, <=50K -32, Private,188108, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, <=50K -35, Private,187022, HS-grad,9, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -59, State-gov,173422, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,5013,0,38, United-States, <=50K -61, State-gov,103575, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, Germany, <=50K -20, Private,116830, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,43, United-States, <=50K -58, Private,219504, 12th,8, Divorced, Transport-moving, Unmarried, Black, Male,0,0,45, United-States, >50K -48, Self-emp-not-inc,102102, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, <=50K -26, Private,129661, Bachelors,13, Never-married, Adm-clerical, Not-in-family, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -28, State-gov,189346, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -48, Private,113211, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,99999,0,40, United-States, >50K -45, Private,256866, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -18, Private,186408, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,1055,0,40, United-States, <=50K -23, Private,50411, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -31, Private,118941, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, >50K -19,,171868, HS-grad,9, Never-married,, Own-child, Black, Male,0,0,20, United-States, <=50K -35, Private,99065, Assoc-acdm,12, Divorced, Adm-clerical, Unmarried, White, Female,0,0,32, United-States, <=50K -22, Self-emp-not-inc,238917, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -32, Self-emp-not-inc,220740, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,60, United-States, <=50K -69, Private,192660, HS-grad,9, Widowed, Adm-clerical, Unmarried, White, Female,0,0,20, United-States, <=50K -39, Private,56962, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,43, United-States, >50K -21,,156780, Some-college,10, Never-married,, Not-in-family, Asian-Pac-Islander, Female,0,0,15,, <=50K -22, Private,122048, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,4416,0,40, United-States, <=50K -52, Private,172511, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,36, United-States, <=50K -44, Private,186790, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,48, United-States, <=50K -22, Private,196280, Assoc-acdm,12, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -49, Private,61885, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -51, Private,143822, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -27, Private,315640, Masters,14, Never-married, Prof-specialty, Not-in-family, Asian-Pac-Islander, Male,0,0,20, China, <=50K -34, Private,617917, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,1887,40, United-States, >50K -20, Private,35448, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,12, United-States, <=50K -22, Private,124483, Bachelors,13, Never-married, Tech-support, Not-in-family, Asian-Pac-Islander, Male,0,2339,40, India, <=50K -68, Private,230904, 11th,7, Widowed, Machine-op-inspct, Not-in-family, Black, Female,0,1870,35, United-States, <=50K -31, Private,164461, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,73, United-States, <=50K -22, Private,450695, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,30, United-States, <=50K -62,,352156, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,166634, HS-grad,9, Never-married, Adm-clerical, Own-child, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -46, Private,151107, Some-college,10, Married-civ-spouse, Sales, Husband, Black, Male,0,1977,60, United-States, >50K -49, Private,219751, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,85604, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, <=50K -54, Local-gov,231482, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Portugal, <=50K -24, Private,138152, 9th,5, Never-married, Craft-repair, Other-relative, Other, Male,0,0,58, Guatemala, <=50K -27, Private,309196, Assoc-acdm,12, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -33, Private,91666, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -19, Private,89734, Some-college,10, Never-married, Other-service, Other-relative, Amer-Indian-Eskimo, Male,0,0,42, United-States, <=50K -27, Private,79661, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,4386,0,40, United-States, >50K -39, Private,197150, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,0,0,50, El-Salvador, <=50K -29,,41281, Bachelors,13, Married-spouse-absent,, Not-in-family, White, Male,0,0,50, United-States, <=50K -29, Private,53448, 12th,8, Married-civ-spouse, Other-service, Husband, Asian-Pac-Islander, Male,0,0,50, China, <=50K -44, Self-emp-not-inc,255543, 5th-6th,3, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,84, United-States, >50K -51, State-gov,367209, Doctorate,16, Married-spouse-absent, Prof-specialty, Not-in-family, White, Male,0,0,70, United-States, >50K -37, Private,226500, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, >50K -56, Private,292710, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -19, Private,235732, 11th,7, Never-married, Adm-clerical, Unmarried, White, Female,0,0,15, United-States, <=50K -37, Private,301614, Bachelors,13, Never-married, Machine-op-inspct, Other-relative, White, Male,0,0,40, United-States, <=50K -18, Private,261714, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,15, United-States, <=50K -35,,35751, 1st-4th,2, Married-civ-spouse,, Husband, White, Male,0,0,15, United-States, <=50K -28, Private,266316, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,3464,0,35, United-States, <=50K -40, Self-emp-inc,189941, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,3103,0,60, United-States, >50K -50, Self-emp-not-inc,143535, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,234537, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,60, United-States, <=50K -57, Self-emp-not-inc,181435, 11th,7, Divorced, Other-service, Unmarried, White, Male,4650,0,50, United-States, <=50K -40, Private,94210, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -44, Private,344060, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,27828,0,40, United-States, >50K -40, Private,301359, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -42, State-gov,184527, Some-college,10, Never-married, Exec-managerial, Unmarried, White, Female,0,0,45, United-States, <=50K -41, Federal-gov,333070, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,35, United-States, <=50K -23, Private,149574, Some-college,10, Married-spouse-absent, Other-service, Not-in-family, White, Male,0,0,45, United-States, <=50K -41, Self-emp-not-inc,34037, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,99, United-States, <=50K -41, Self-emp-not-inc,123502, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -29, Self-emp-not-inc,267661, Assoc-voc,11, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,75, United-States, <=50K -33, Private,109920, Bachelors,13, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -43, Private,134120, HS-grad,9, Divorced, Sales, Other-relative, White, Female,0,0,46, United-States, <=50K -18, Private,192254, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,10, United-States, <=50K -67, Self-emp-not-inc,94809, Some-college,10, Widowed, Other-service, Not-in-family, White, Female,2346,0,33, United-States, <=50K -21, Private,183789, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -36, Private,86643, 12th,8, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,48, United-States, <=50K -22,,190290, Some-college,10, Never-married,, Own-child, White, Male,0,0,65, United-States, <=50K -64,,228140, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, >50K -24, Private,198349, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,30, United-States, <=50K -44, Local-gov,113597, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -22, Federal-gov,280567, Some-college,10, Never-married, Transport-moving, Own-child, White, Male,0,0,4, United-States, <=50K -60, Private,298967, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,15, United-States, <=50K -31, Self-emp-not-inc,134615, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -74, Private,89852, 12th,8, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,11, United-States, <=50K -30, Private,289442, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -29, Private,159109, 11th,7, Never-married, Transport-moving, Unmarried, White, Male,0,0,40, United-States, <=50K -47, Private,105495, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,50, United-States, >50K -71, Private,155093, Assoc-voc,11, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,20, United-States, <=50K -33, Private,312923, 10th,6, Married-civ-spouse, Other-service, Husband, White, Male,0,0,80, Mexico, <=50K -56, Private,202435, HS-grad,9, Widowed, Machine-op-inspct, Unmarried, White, Female,0,0,30, United-States, <=50K -24, Self-emp-not-inc,49154, 11th,7, Never-married, Other-service, Unmarried, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -37, Private,184456, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -52, Private,95329, Bachelors,13, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, India, <=50K -42, Private,173938, Bachelors,13, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40,, <=50K -56, Private,373216, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,48, United-States, <=50K -52, Private,204226, Bachelors,13, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -56, State-gov,222745, Doctorate,16, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,56, United-States, <=50K -54, Private,106728, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -43, Self-emp-not-inc,61287, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -68, Private,146011, HS-grad,9, Widowed, Craft-repair, Not-in-family, White, Female,3273,0,42, United-States, <=50K -38, Private,166744, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -44, Local-gov,54651, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -32,,42894, 11th,7, Married-civ-spouse,, Wife, White, Female,0,0,15, United-States, <=50K -23, Private,131230, Bachelors,13, Never-married, Protective-serv, Own-child, White, Male,0,0,50, United-States, <=50K -69, Private,271312, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -52, Private,163776, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,1902,60, United-States, >50K -24, Private,230126, Assoc-acdm,12, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -45, Private,37718, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -43, Private,245975, 9th,5, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,84, United-States, <=50K -59, State-gov,115439, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,40, United-States, >50K -35, Private,97554, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -43, Private,109762, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,20, United-States, >50K -47, Private,138342, 11th,7, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -29,,429696, Some-college,10, Married-civ-spouse,, Own-child, Black, Female,0,0,14, United-States, <=50K -77,,309955, Assoc-acdm,12, Married-civ-spouse,, Husband, White, Male,0,1411,2, United-States, <=50K -48, Private,275154, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,0,0,40, United-States, <=50K -40, Private,52849, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50,, >50K -23, State-gov,191165, Some-college,10, Never-married, Protective-serv, Not-in-family, White, Male,0,0,15, United-States, <=50K -51, Private,277471, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -43, Private,171754, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Wife, Black, Female,0,0,40,, <=50K -44, Private,117936, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -24, Private,249956, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -39, Self-emp-inc,170502, Masters,14, Divorced, Exec-managerial, Not-in-family, Black, Male,0,0,70, United-States, >50K -19, Private,202951, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,20, United-States, <=50K -21, Private,396722, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,25, United-States, <=50K -49, Private,93557, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,48, United-States, >50K -22, Private,103805, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,36, United-States, <=50K -59, Private,92141, HS-grad,9, Widowed, Machine-op-inspct, Not-in-family, Black, Female,0,0,40, United-States, <=50K -51, Private,171924, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,7688,0,50, United-States, >50K -38, Local-gov,173804, Bachelors,13, Divorced, Prof-specialty, Own-child, White, Female,0,0,38, United-States, <=50K -45, Private,139571, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -56, Self-emp-inc,142076, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -67,,126514, Some-college,10, Widowed,, Not-in-family, White, Female,0,0,4, United-States, <=50K -27, Local-gov,68729, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, >50K -21, Private,37783, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,38, United-States, <=50K -55, Self-emp-not-inc,183580, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,45, United-States, <=50K -31, Private,106637, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,20, United-States, <=50K -57, Self-emp-not-inc,411604, 9th,5, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,45, Mexico, <=50K -33, Private,214635, HS-grad,9, Never-married, Craft-repair, Not-in-family, Black, Male,0,0,40,, <=50K -26, Private,201663, Masters,14, Never-married, Prof-specialty, Not-in-family, Black, Male,0,0,40, United-States, <=50K -51, Private,153064, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,5013,0,40, United-States, <=50K -35, Private,212465, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -19,,93604, HS-grad,9, Never-married,, Own-child, White, Male,0,0,20, United-States, <=50K -46, Private,141221, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, Asian-Pac-Islander, Male,0,0,40, Philippines, >50K -38, Local-gov,289653, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,1628,48, United-States, <=50K -24, Private,219835, 7th-8th,4, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,24, Guatemala, <=50K -38, State-gov,187119, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, >50K -49, Private,406518, HS-grad,9, Divorced, Priv-house-serv, Unmarried, White, Female,0,0,16, Yugoslavia, <=50K -34, Self-emp-not-inc,372793, Bachelors,13, Divorced, Exec-managerial, Not-in-family, Black, Male,0,0,21,, <=50K -55,,229029, Bachelors,13, Married-civ-spouse,, Husband, White, Male,5178,0,20, United-States, >50K -51, Private,145105, Some-college,10, Never-married, Transport-moving, Not-in-family, White, Male,0,0,30, United-States, <=50K -72, Private,171181, HS-grad,9, Widowed, Adm-clerical, Unmarried, White, Female,2329,0,20, United-States, <=50K -60, Private,80927, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, >50K -45, Private,191357, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,153542, 10th,6, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,30, United-States, <=50K -49, Private,27802, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1887,40, United-States, >50K -46, Private,275792, Bachelors,13, Never-married, Exec-managerial, Unmarried, Black, Female,0,0,40, United-States, <=50K -62, Federal-gov,162876, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,197600, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -50, Private,134247, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -18, Private,179597, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,20, United-States, <=50K -71, Private,148003, Bachelors,13, Divorced, Sales, Not-in-family, White, Female,0,1911,38, United-States, >50K -30, Private,185177, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,22, United-States, <=50K -51, Private,133069, 10th,6, Widowed, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -36, Private,177154, Assoc-voc,11, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, >50K -41, State-gov,29324, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,45, United-States, <=50K -38, State-gov,54911, Some-college,10, Divorced, Tech-support, Unmarried, White, Female,0,0,10, United-States, <=50K -49, Private,219611, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,75, United-States, >50K -42, State-gov,200294, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -53, Private,177063, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -21, Private,140001, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,10, United-States, <=50K -19, Private,237433, HS-grad,9, Never-married, Prof-specialty, Not-in-family, White, Female,4416,0,40, United-States, <=50K -43, State-gov,99185, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -47, Self-emp-not-inc,52291, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,7688,0,45, United-States, >50K -30, Private,247328, HS-grad,9, Separated, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, >50K -63, Self-emp-not-inc,388594, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,50, United-States, >50K -53, Local-gov,130730, HS-grad,9, Divorced, Adm-clerical, Other-relative, White, Female,0,0,35, United-States, <=50K -23, Private,115458, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,113866, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -61, Private,284710, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,45, Columbia, >50K -60, Local-gov,168381, Assoc-voc,11, Widowed, Adm-clerical, Not-in-family, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -32, Private,167063, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -47, Private,33794, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,56, United-States, >50K -36, Private,263574, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -24, Private,95552, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -46, Private,245724, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,3818,0,44, United-States, <=50K -59, Private,152731, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,366876, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,203488, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,60, United-States, <=50K -38, Private,30529, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,3411,0,40, United-States, <=50K -57, Private,201159, HS-grad,9, Widowed, Sales, Not-in-family, White, Female,0,0,30, United-States, <=50K -64, Self-emp-inc,182158, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,60, United-States, >50K -48, Private,443377, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,60, United-States, <=50K -28, Private,101618, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,42, United-States, >50K -46, Self-emp-inc,132576, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,1887,45, United-States, >50K -51,,123429, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -55, Self-emp-inc,147098, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Male,0,2444,60, United-States, >50K -44, Private,30424, Assoc-acdm,12, Divorced, Exec-managerial, Not-in-family, White, Female,0,1980,40, United-States, <=50K -50, Private,68898, Assoc-voc,11, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -58, Private,158864, HS-grad,9, Widowed, Exec-managerial, Not-in-family, White, Male,0,0,55, United-States, >50K -27, Federal-gov,180103, Assoc-voc,11, Never-married, Tech-support, Unmarried, Black, Male,1151,0,40, United-States, <=50K -52, Private,317625, Masters,14, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -30, Private,80933, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -49, Private,107373, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,99, United-States, >50K -32, Self-emp-not-inc,220148, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -44, Self-emp-inc,63503, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, Greece, >50K -63, Private,210350, 5th-6th,3, Married-civ-spouse, Machine-op-inspct, Husband, Other, Male,0,0,32, Mexico, <=50K -60, Private,194589, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,40, United-States, >50K -55, Private,200453, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -77, Self-emp-not-inc,101575, 12th,8, Divorced, Transport-moving, Not-in-family, White, Male,0,0,12, United-States, <=50K -55, Private,201232, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -51, Private,168553, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,35, United-States, <=50K -35, Private,166606, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -26,,104756, HS-grad,9, Married-AF-spouse,, Wife, White, Female,0,1651,42, United-States, <=50K -33, Private,106014, Bachelors,13, Divorced, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -34, Private,100882, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,47, United-States, >50K -52, State-gov,108836, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,48, United-States, >50K -50, Private,271493, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -48, Local-gov,204629, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,45, Canada, >50K -24, Private,153078, Bachelors,13, Never-married, Tech-support, Not-in-family, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -44, Private,148316, Assoc-acdm,12, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,293485, HS-grad,9, Divorced, Priv-house-serv, Unmarried, White, Female,0,0,32, United-States, <=50K -61, Local-gov,257105, Some-college,10, Divorced, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -60, Private,248160, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -18,,104704, 11th,7, Never-married,, Own-child, Black, Male,0,0,25, United-States, <=50K -47, Private,209057, Some-college,10, Divorced, Craft-repair, Unmarried, White, Male,0,0,40, United-States, >50K -30, Federal-gov,243233, Some-college,10, Married-civ-spouse, Armed-Forces, Husband, White, Male,0,0,48, United-States, >50K -44, Private,204314, HS-grad,9, Married-civ-spouse, Other-service, Wife, Black, Female,0,0,38, United-States, >50K -60, Private,108969, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -44, Private,103397, HS-grad,9, Divorced, Handlers-cleaners, Other-relative, White, Female,0,0,40, United-States, <=50K -33, Private,198452, Bachelors,13, Separated, Tech-support, Unmarried, White, Female,5455,0,40, United-States, <=50K -38, Private,216572, HS-grad,9, Separated, Priv-house-serv, Unmarried, Black, Female,0,0,40, United-States, <=50K -42, Private,311920, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,1485,17, United-States, >50K -45, Self-emp-inc,363298, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,45, United-States, >50K -40, Private,146906, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -40, Private,339814, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -60, Private,169408, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,40, United-States, >50K -40, Self-emp-not-inc,308296, HS-grad,9, Divorced, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -45, Private,59380, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -51, Self-emp-not-inc,195634, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Male,10520,0,20, United-States, >50K -31, Federal-gov,180656, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,35, United-States, <=50K -19, Private,144793, 11th,7, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -24, Local-gov,56820, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -51, Private,41414, 9th,5, Never-married, Other-service, Not-in-family, Black, Female,0,0,40, United-States, <=50K -28, Self-emp-not-inc,160731, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -31, Private,175778, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -19, Private,230238, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,46, United-States, <=50K -39, State-gov,372130, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Black, Male,5013,0,56, United-States, <=50K -27, Private,167501, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, <=50K -39, Private,141029, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -45, Private,135525, Masters,14, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -21, Private,522881, Assoc-voc,11, Never-married, Exec-managerial, Other-relative, White, Male,0,0,40, Mexico, <=50K -67, Private,162009, 10th,6, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,16, United-States, <=50K -28, Private,365745, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,68393, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,46, United-States, <=50K -48, Private,203576, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -24, State-gov,138513, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,20, United-States, <=50K -66,,188686, Bachelors,13, Married-civ-spouse,, Wife, White, Female,0,0,4, United-States, <=50K -23, Private,39551, HS-grad,9, Separated, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -17, Private,127366, 10th,6, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -21, Private,183747, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -30, Private,136331, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -53, Private,81794, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, United-States, <=50K -40, Private,222596, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -39, Private,108943, 11th,7, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -38, Private,189092, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,43, United-States, <=50K -33, Private,152109, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -36, Private,195565, Bachelors,13, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -53, Private,255927, Bachelors,13, Widowed, Adm-clerical, Unmarried, White, Female,0,0,52, United-States, <=50K -32, Private,100734, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, <=50K -52, Local-gov,266433, Some-college,10, Widowed, Tech-support, Unmarried, White, Female,0,0,40, United-States, <=50K -31, Private,158672, 11th,7, Separated, Other-service, Not-in-family, White, Male,0,0,38, Puerto-Rico, <=50K -35, Private,102268, 12th,8, Divorced, Protective-serv, Other-relative, White, Male,0,0,40, United-States, <=50K -49, Self-emp-not-inc,228399, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -28, Private,298510, Assoc-acdm,12, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -75, Self-emp-inc,126225, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -43, Private,228456, Assoc-acdm,12, Divorced, Exec-managerial, Not-in-family, Black, Male,0,0,40, United-States, <=50K -22, Self-emp-inc,437161, HS-grad,9, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -43, Federal-gov,183608, HS-grad,9, Divorced, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -40, Local-gov,174395, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -29, Private,221366, Some-college,10, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -21, Private,421010, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -44, Private,245333, Assoc-voc,11, Never-married, Prof-specialty, Not-in-family, Black, Male,0,0,40, United-States, <=50K -33, Local-gov,352277, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,3103,0,45, United-States, >50K -38, Private,29874, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,48, United-States, >50K -29, Private,77322, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,32, United-States, <=50K -34, Private,260560, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, >50K -27, Self-emp-inc,217848, 12th,8, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -20, Private,283731, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, State-gov,190759, Masters,14, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -59, State-gov,109567, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -19, Self-emp-not-inc,209826, Some-college,10, Never-married, Farming-fishing, Own-child, White, Female,0,0,32, United-States, <=50K -27, Private,232801, 10th,6, Divorced, Machine-op-inspct, Other-relative, White, Female,0,0,40, United-States, <=50K -41, Private,154374, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1887,50, United-States, >50K -35, Self-emp-inc,126738, Assoc-acdm,12, Never-married, Farming-fishing, Own-child, White, Male,0,0,50, United-States, <=50K -26, Private,202156, HS-grad,9, Married-civ-spouse, Other-service, Own-child, White, Female,0,0,30, United-States, <=50K -32, Private,195447, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -23,,113301, 11th,7, Separated,, Not-in-family, White, Female,0,0,35, United-States, <=50K -23, Private,189203, Assoc-voc,11, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,50, United-States, <=50K -21, Private,223019, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,30, United-States, <=50K -58, Private,195878, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,24, Cuba, <=50K -58, Private,163150, HS-grad,9, Widowed, Priv-house-serv, Not-in-family, White, Female,0,0,28, United-States, <=50K -19, Self-emp-not-inc,139278, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,20, United-States, <=50K -29, Private,196494, Some-college,10, Divorced, Handlers-cleaners, Unmarried, White, Female,0,0,36, United-States, <=50K -25, Federal-gov,303704, Assoc-acdm,12, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -29, Private,304082, Assoc-acdm,12, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, Peru, <=50K -18, Private,106943, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,12, United-States, <=50K -23, Private,220993, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,35, United-States, <=50K -52, Private,83984, Some-college,10, Married-civ-spouse, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -23, State-gov,340605, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,12, United-States, <=50K -18, Private,379710, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -39, Private,145933, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,15024,0,55, United-States, >50K -34, Self-emp-not-inc,208068, 9th,5, Married-civ-spouse, Craft-repair, Husband, Other, Male,0,0,40, Guatemala, <=50K -39, Private,172718, Some-college,10, Divorced, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -30, Private,53285, Assoc-voc,11, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -50, Private,139793, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,3418,0,38, United-States, <=50K -68,,365350, 5th-6th,3, Married-spouse-absent,, Not-in-family, White, Male,0,0,30, United-States, <=50K -32, Private,144064, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Male,0,0,40, United-States, <=50K -29, Private,182676, 10th,6, Never-married, Other-service, Own-child, White, Female,0,0,38, Mexico, <=50K -29, Private,108574, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -31, Self-emp-not-inc,163845, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -25, Private,344804, 5th-6th,3, Married-spouse-absent, Handlers-cleaners, Other-relative, White, Male,0,0,40, Mexico, <=50K -30, State-gov,252818, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -56, Local-gov,114231, 10th,6, Widowed, Other-service, Unmarried, White, Female,0,0,25, United-States, <=50K -42, Private,111895, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1887,40, United-States, >50K -52, Private,128814, Some-college,10, Divorced, Other-service, Unmarried, White, Female,0,0,50, United-States, <=50K -37, Private,168941, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -27, Private,212578, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,1721,20, United-States, <=50K -32,,251120, Some-college,10, Never-married,, Other-relative, White, Male,0,0,40, United-States, <=50K -19, Private,192773, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,24, United-States, <=50K -37, State-gov,180667, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -46, Private,186172, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -33, Private,309590, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Male,0,0,40, Jamaica, <=50K -40, Private,34178, Some-college,10, Divorced, Craft-repair, Unmarried, White, Male,0,0,40, United-States, >50K -44, Private,103759, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -34, State-gov,137900, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,48, United-States, >50K -60, Private,223911, Some-college,10, Married-spouse-absent, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -48, Private,55720, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,2407,0,40, United-States, <=50K -39, Private,123535, 11th,7, Married-civ-spouse, Other-service, Husband, Other, Male,0,0,40, Guatemala, <=50K -24, Private,479296, 9th,5, Never-married, Sales, Own-child, White, Male,0,0,48, United-States, <=50K -65,,263125, 7th-8th,4, Married-civ-spouse,, Husband, White, Male,2290,0,27, United-States, <=50K -63,,174817, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,32, United-States, <=50K -28, Private,134890, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -33, Private,183887, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,1902,46, United-States, >50K -28, Private,55360, HS-grad,9, Never-married, Sales, Other-relative, Black, Male,0,0,40, United-States, <=50K -34, Private,113211, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,45, United-States, >50K -25, Private,224203, 11th,7, Married-civ-spouse, Craft-repair, Husband, Other, Male,0,0,40, United-States, <=50K -74,,132112, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,48, United-States, <=50K -28, Private,113635, 12th,8, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -23, Private,52262, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -25, Local-gov,202300, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -19, Private,307761, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,15, United-States, <=50K -48, Private,324655, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -60, Private,23336, Masters,14, Divorced, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -26, Private,206199, 11th,7, Never-married, Transport-moving, Not-in-family, Black, Male,0,0,40, United-States, <=50K -38, Federal-gov,365430, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -53, Private,42740, Some-college,10, Separated, Other-service, Own-child, White, Female,0,0,39, United-States, <=50K -30, Private,160594, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -53, Self-emp-inc,202069, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, Black, Female,0,0,30, United-States, <=50K -22,,142875, 10th,6, Never-married,, Other-relative, White, Male,0,0,40, United-States, <=50K -41, Self-emp-inc,60414, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,99, United-States, >50K -42, Private,340885, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -22, Private,194096, Bachelors,13, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -27, State-gov,222506, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Black, Female,0,0,60, United-States, <=50K -44, Private,55191, Prof-school,15, Never-married, Prof-specialty, Not-in-family, Black, Female,0,0,40, United-States, <=50K -58, Private,88572, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,45, United-States, <=50K -28, Private,216757, Doctorate,16, Never-married, Prof-specialty, Own-child, White, Male,0,0,30, United-States, <=50K -48, Private,57534, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -43,,96321, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, >50K -41, Self-emp-not-inc,201908, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -50, Local-gov,237868, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -46, Private,285570, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,187625, Some-college,10, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, United-States, >50K -24, Private,376755, Some-college,10, Never-married, Other-service, Unmarried, White, Female,0,0,20, United-States, <=50K -56, Local-gov,137078, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,175943, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,35, United-States, <=50K -27, Private,211208, 11th,7, Separated, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Private,105821, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,36, United-States, <=50K -49, Private,205694, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,40, Canada, <=50K -39, Private,148485, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -28, Private,142264, Assoc-voc,11, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -45, Self-emp-not-inc,125892, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -66, Private,250226, HS-grad,9, Widowed, Sales, Not-in-family, White, Female,0,0,16, United-States, <=50K -19, Private,300679, Some-college,10, Never-married, Craft-repair, Own-child, White, Female,0,0,40, United-States, <=50K -18, Private,112626, Some-college,10, Never-married, Priv-house-serv, Own-child, White, Female,0,0,15, United-States, <=50K -47, Private,153883, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Black, Male,7688,0,45, United-States, >50K -48, Private,103648, Assoc-voc,11, Divorced, Tech-support, Unmarried, White, Female,0,0,41, United-States, <=50K -26, State-gov,162487, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,20,, <=50K -49, Local-gov,331650, Masters,14, Divorced, Prof-specialty, Unmarried, White, Female,9562,0,32, United-States, >50K -50, Self-emp-inc,171338, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,15024,0,40, United-States, >50K -47, Self-emp-not-inc,178319, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,42, United-States, >50K -30, Private,217460, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -44, Self-emp-not-inc,182653, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,20, United-States, <=50K -70,,152837, HS-grad,9, Widowed,, Unmarried, White, Female,0,0,20, United-States, <=50K -47, Private,459189, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -52, Private,87858, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,0,0,40, United-States, >50K -32, Private,125279, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,0,0,99, United-States, <=50K -39, Self-emp-not-inc,169542, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,5178,0,40, United-States, >50K -47, Private,363418, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, England, >50K -42, Private,198282, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,104620, Masters,14, Married-civ-spouse, Tech-support, Wife, White, Female,0,0,15, United-States, <=50K -29, Private,176137, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -27,,168347, HS-grad,9, Separated,, Unmarried, Black, Female,0,0,40, United-States, <=50K -40, Private,191814, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,40, United-States, >50K -42, Local-gov,150533, Masters,14, Married-civ-spouse, Protective-serv, Husband, White, Male,7688,0,35, United-States, >50K -28, Private,115677, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,1902,40, United-States, >50K -19, Private,182590, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -30, Private,239648, Some-college,10, Never-married, Machine-op-inspct, Unmarried, Asian-Pac-Islander, Male,0,0,40, Cambodia, <=50K -71, Private,139031, HS-grad,9, Widowed, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -53, Federal-gov,141340, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -64, Private,170645, 5th-6th,3, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,2105,0,40, United-States, <=50K -44, Local-gov,241506, Masters,14, Divorced, Prof-specialty, Unmarried, White, Female,0,0,50, United-States, <=50K -72, Private,163921, Some-college,10, Widowed, Adm-clerical, Unmarried, Black, Female,0,0,20, United-States, <=50K -64, Self-emp-not-inc,104958, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,70, United-States, <=50K -51, Private,144284, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -51, Self-emp-not-inc,181139, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -55, Private,209962, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,35, United-States, <=50K -34, Private,87218, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -36, Private,182189, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -20, Private,196337, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,35, United-States, <=50K -25, Private,238605, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,25, United-States, <=50K -40, Private,106501, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,2829,0,50, United-States, <=50K -24, Private,172169, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,50, United-States, <=50K -39, Private,242922, HS-grad,9, Never-married, Tech-support, Not-in-family, Black, Male,0,0,35, United-States, <=50K -56, Private,257555, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -25, Private,192302, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,60, United-States, <=50K -38, Self-emp-inc,115487, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,45, United-States, <=50K -22, Private,70160, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -29, Private,410351, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,43, United-States, <=50K -25, Private,236421, 12th,8, Never-married, Other-service, Own-child, Black, Male,0,0,40, United-States, <=50K -36, Private,196662, Some-college,10, Never-married, Transport-moving, Not-in-family, White, Male,0,0,50, Puerto-Rico, <=50K -50, Self-emp-not-inc,203004, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,99999,0,60, United-States, >50K -22, Private,200819, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -19, Private,222866, 10th,6, Never-married, Farming-fishing, Other-relative, White, Male,0,0,40, United-States, <=50K -20, Private,204160, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,12, United-States, <=50K -54, Private,141707, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,40, United-States, >50K -32, Private,123157, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,30,, <=50K -28, Private,219863, Assoc-acdm,12, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -44,,29841, HS-grad,9, Divorced,, Unmarried, White, Female,0,0,50, United-States, <=50K -59, Private,35723, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,99999,0,40, United-States, >50K -52, Private,163948, 9th,5, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, >50K -19,,255117, Some-college,10, Never-married,, Not-in-family, White, Female,0,0,30, United-States, <=50K -39, Private,100032, HS-grad,9, Married-civ-spouse, Protective-serv, Wife, White, Female,0,0,15, United-States, >50K -22, Private,33087, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, <=50K -24,,324469, Some-college,10, Never-married,, Not-in-family, White, Female,0,0,38, United-States, <=50K -57, Private,337001, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -18, Private,151747, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -31, Local-gov,85057, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, Amer-Indian-Eskimo, Female,0,0,40, United-States, >50K -25, Private,257910, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,45, United-States, <=50K -37, Private,94331, 12th,8, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -26, Private,250261, 1st-4th,2, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,55, Mexico, <=50K -32, Private,97359, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -53, State-gov,121294, 7th-8th,4, Married-spouse-absent, Other-service, Unmarried, White, Female,0,0,45, Poland, <=50K -49, Self-emp-inc,211020, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,50, United-States, >50K -34,,165295, 7th-8th,4, Separated,, Unmarried, White, Female,0,0,40, Mexico, <=50K -65, Self-emp-inc,116057, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,6723,0,40, United-States, <=50K -52, Private,469005, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,40, Mexico, <=50K -30, Local-gov,197886, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,379917, Assoc-voc,11, Never-married, Transport-moving, Not-in-family, White, Male,0,0,32, United-States, <=50K -28, Private,30912, Assoc-acdm,12, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -28, Private,206889, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -45, Self-emp-not-inc,87490, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,50, United-States, >50K -40, Local-gov,241851, Prof-school,15, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -42, Private,155899, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -25, Federal-gov,253135, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40,, <=50K -77, Local-gov,120408, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,20, United-States, <=50K -64, Private,77884, Assoc-voc,11, Married-civ-spouse, Sales, Husband, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -43, Private,162887, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,40, United-States, >50K -30, Private,154843, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, India, <=50K -43, Local-gov,115511, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,2002,40, United-States, <=50K -40, Private,121492, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, Black, Male,0,0,48, United-States, <=50K -31, Private,103596, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, >50K -25, Private,457070, 7th-8th,4, Divorced, Craft-repair, Own-child, White, Male,0,0,45, United-States, <=50K -19, Private,73461, HS-grad,9, Never-married, Tech-support, Not-in-family, Black, Male,0,0,40, United-States, <=50K -41, Self-emp-inc,153078, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,1887,70, South, >50K -51, Private,194788, 10th,6, Divorced, Adm-clerical, Other-relative, White, Female,0,0,30, United-States, <=50K -31, Self-emp-not-inc,203181, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, <=50K -35, Private,230279, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -52, Private,89041, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -41, State-gov,92717, Some-college,10, Never-married, Adm-clerical, Unmarried, Black, Female,0,1504,40, United-States, <=50K -27, Private,257033, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, Black, Male,0,0,60, United-States, <=50K -40, Private,145166, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,4064,0,40, United-States, <=50K -38, Private,20308, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -34,,203784, 11th,7, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,38353, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -25, Private,133373, Bachelors,13, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, >50K -60,,167978, HS-grad,9, Never-married,, Not-in-family, White, Female,0,0,40, United-States, <=50K -20, Private,166302, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -17, Private,333304, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -31, Local-gov,265706, Bachelors,13, Never-married, Protective-serv, Not-in-family, White, Male,4650,0,40, United-States, <=50K -65, Self-emp-not-inc,111916, Prof-school,15, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,10, United-States, >50K -62, State-gov,213700, Doctorate,16, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -39, Private,276559, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,2444,45, United-States, >50K -36, Private,36989, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -59, Private,181566, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,4508,0,40, United-States, <=50K -23, Private,202920, Assoc-voc,11, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, Germany, <=50K -32, Self-emp-not-inc,24529, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, >50K -22, Private,137320, HS-grad,9, Never-married, Craft-repair, Not-in-family, Black, Male,0,0,40, United-States, <=50K -66,,106791, HS-grad,9, Widowed,, Unmarried, White, Female,0,0,40, United-States, <=50K -28, Private,160510, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,50, United-States, >50K -34,,112584, HS-grad,9, Separated,, Unmarried, White, Female,0,0,40, United-States, <=50K -19, Private,233779, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -54, State-gov,276005, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -36, Self-emp-inc,192251, Some-college,10, Married-civ-spouse, Sales, Wife, White, Female,0,1902,15, United-States, >50K -70,,308689, 5th-6th,3, Married-civ-spouse,, Husband, Black, Male,0,0,40, Cuba, <=50K -50, Private,274528, HS-grad,9, Divorced, Craft-repair, Other-relative, White, Male,0,0,40, United-States, <=50K -17, Private,23856, 11th,7, Never-married, Exec-managerial, Own-child, White, Female,0,0,20, United-States, <=50K -53, Private,175220, Bachelors,13, Married-civ-spouse, Sales, Husband, Asian-Pac-Islander, Male,7688,0,48, Taiwan, >50K -41, Self-emp-not-inc,233150, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, <=50K -26, Private,153169, 10th,6, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -59, Federal-gov,298449, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,43, United-States, <=50K -17, Private,188949, 11th,7, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Private,157911, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -33, Private,243330, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,55, United-States, <=50K -40, Private,271343, Some-college,10, Separated, Tech-support, Own-child, White, Female,0,0,32, United-States, <=50K -48, Private,45564, Assoc-voc,11, Divorced, Prof-specialty, Not-in-family, White, Male,4650,0,50, United-States, <=50K -47, Private,262043, Bachelors,13, Married-spouse-absent, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Private,103323, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Self-emp-not-inc,96480, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,60, United-States, >50K -47, Private,154117, HS-grad,9, Separated, Craft-repair, Other-relative, White, Female,0,0,40, United-States, <=50K -41, Private,151856, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,132053, HS-grad,9, Never-married, Adm-clerical, Other-relative, White, Female,0,1719,40, United-States, <=50K -29, Private,199118, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, Guatemala, <=50K -36, Self-emp-not-inc,119272, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,38, United-States, <=50K -18, Private,209792, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -35, Private,185084, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,48, United-States, >50K -41, Private,230931, HS-grad,9, Never-married, Other-service, Unmarried, White, Female,0,0,40, Puerto-Rico, <=50K -23, Private,162282, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -39, Self-emp-not-inc,185366, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, >50K -46, Private,93557, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -45, Private,160428, Assoc-acdm,12, Divorced, Prof-specialty, Unmarried, White, Female,0,0,43, United-States, <=50K -53, Private,159650, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -54, Local-gov,137678, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -48, Self-emp-not-inc,56841, Some-college,10, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -32, Self-emp-not-inc,33124, Bachelors,13, Never-married, Craft-repair, Not-in-family, White, Female,0,0,35, United-States, <=50K -31, Private,219117, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Female,5455,0,60, United-States, <=50K -43, Private,208045, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, >50K -43, Private,128578, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,7688,0,60, United-States, >50K -28, Private,351731, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,0,0,50, United-States, <=50K -46, Private,201694, Assoc-acdm,12, Separated, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -34, Private,205152, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -73,,30713, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,10, United-States, <=50K -25, Private,190107, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,35, United-States, <=50K -23, Federal-gov,244480, Some-college,10, Never-married, Adm-clerical, Unmarried, White, Female,0,0,15, United-States, <=50K -32, Private,347112, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,45, United-States, <=50K -37, Federal-gov,106297, HS-grad,9, Divorced, Handlers-cleaners, Unmarried, White, Male,0,0,40, United-States, <=50K -36, Private,128516, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,20, United-States, <=50K -27, Private,55950, Some-college,10, Never-married, Exec-managerial, Not-in-family, Black, Female,0,0,40, United-States, <=50K -29, Private,324505, Some-college,10, Separated, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -42, Private,130760, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -24, Local-gov,174413, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,1974,40, United-States, <=50K -29,,20877, Some-college,10, Never-married,, Unmarried, White, Female,0,0,35, United-States, <=50K -22, Private,144238, 11th,7, Never-married, Farming-fishing, Own-child, White, Female,0,0,38, United-States, <=50K -47, Private,193047, Doctorate,16, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -43, Private,300099, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -65,,369902, HS-grad,9, Widowed,, Not-in-family, White, Female,0,0,8, United-States, <=50K -56, Self-emp-not-inc,42166, Bachelors,13, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -54, Private,171924, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, Canada, >50K -50, Private,201984, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, White, Male,0,0,40, United-States, <=50K -29, Private,306420, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -32, Self-emp-not-inc,46746, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,65, United-States, <=50K -37, Private,185325, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,44, United-States, <=50K -30, Private,201697, Bachelors,13, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Private,181372, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -39, Private,112077, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,370057, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -32, Private,72591, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -37, Local-gov,105803, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -20, Private,198478, HS-grad,9, Never-married, Farming-fishing, Other-relative, White, Male,0,0,40, United-States, <=50K -33, Private,119017, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,50, United-States, <=50K -42, Private,138872, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,99, United-States, <=50K -56, Federal-gov,97213, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,60, United-States, <=50K -40, Private,36556, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, <=50K -38, State-gov,200904, 10th,6, Separated, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -49, Private,186256, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,5013,0,30, United-States, <=50K -18, Private,115815, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,20, England, <=50K -42, Private,308770, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,40, United-States, >50K -25, Local-gov,187792, Some-college,10, Divorced, Protective-serv, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Private,233571, Some-college,10, Married-civ-spouse, Tech-support, Wife, White, Female,0,1902,40, United-States, >50K -26, Private,131913, Bachelors,13, Never-married, Machine-op-inspct, Not-in-family, Black, Female,0,0,40, United-States, <=50K -26, Private,31558, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,90, United-States, >50K -33, Private,255004, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,2354,0,61, United-States, <=50K -25, Local-gov,315287, Some-college,10, Never-married, Protective-serv, Other-relative, Black, Male,0,0,40, Trinadad&Tobago, <=50K -18, Private,182545, HS-grad,9, Never-married, Machine-op-inspct, Own-child, Black, Male,0,0,40, United-States, <=50K -59, Private,750972, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -69, Self-emp-not-inc,505365, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,6514,0,45, United-States, >50K -22, Local-gov,177475, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -40, Private,203761, 11th,7, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -40, Self-emp-not-inc,36104, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -33, Self-emp-inc,179708, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -51, Self-emp-inc,77392, 10th,6, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, >50K -73,,86709, Some-college,10, Never-married,, Not-in-family, Asian-Pac-Islander, Male,0,0,38, United-States, <=50K -59, Local-gov,173992, HS-grad,9, Separated, Adm-clerical, Unmarried, White, Female,0,0,35, United-States, <=50K -20, Private,119665, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -37, Private,188391, Assoc-acdm,12, Never-married, Tech-support, Not-in-family, White, Male,0,0,46, United-States, <=50K -51, Private,326005, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, England, >50K -24, Private,203203, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,25, United-States, <=50K -59, Private,64102, 10th,6, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,169188, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,35, United-States, <=50K -45, Private,385793, 5th-6th,3, Married-civ-spouse, Craft-repair, Husband, Other, Male,0,0,40, Mexico, <=50K -25, Private,390537, Some-college,10, Never-married, Sales, Unmarried, White, Female,0,0,25, El-Salvador, <=50K -29, Private,115677, 11th,7, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,42, United-States, <=50K -22, Private,230248, Assoc-acdm,12, Never-married, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -66,,59056, 10th,6, Married-civ-spouse,, Wife, White, Female,0,0,40, United-States, <=50K -72, Private,108038, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,60, Cuba, >50K -39, Local-gov,282461, Assoc-voc,11, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -36, Private,184659, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,7298,0,40, United-States, >50K -65, Private,182470, Assoc-voc,11, Married-spouse-absent, Craft-repair, Not-in-family, White, Male,0,0,20, United-States, <=50K -63, Private,458609, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,3674,0,30, United-States, <=50K -58, Private,104476, Some-college,10, Separated, Adm-clerical, Not-in-family, White, Female,0,1092,40, United-States, <=50K -27, Private,200802, Assoc-voc,11, Separated, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -58, Private,170608, 10th,6, Separated, Protective-serv, Not-in-family, White, Female,0,0,40, United-States, <=50K -52, Private,197322, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,118358, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -21,,520231, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -61, Self-emp-not-inc,198017, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50,, <=50K -29, Private,131045, Assoc-voc,11, Separated, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -19,,272166, Some-college,10, Never-married,, Own-child, White, Male,0,1602,30, United-States, <=50K -30, Private,110083, Assoc-voc,11, Never-married, Craft-repair, Not-in-family, White, Female,0,0,40, United-States, <=50K -32, Private,335569, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -47, Private,167159, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, >50K -50, Private,170326, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -39, Private,319052, Bachelors,13, Married-civ-spouse, Handlers-cleaners, Wife, Asian-Pac-Islander, Female,0,0,37, Philippines, <=50K -57, Private,174662, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,110732, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,50, United-States, <=50K -27, Federal-gov,409815, Some-college,10, Divorced, Adm-clerical, Other-relative, Black, Female,0,0,50, United-States, <=50K -28, Private,79874, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,37, United-States, <=50K -49, Private,116641, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,15024,0,35, United-States, >50K -33, Private,87209, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,45, United-States, <=50K -64, Local-gov,152172, 10th,6, Married-civ-spouse, Machine-op-inspct, Wife, White, Male,0,0,40,, <=50K -46, Self-emp-not-inc,142222, Some-college,10, Separated, Exec-managerial, Unmarried, White, Female,1151,0,60, United-States, <=50K -50, Local-gov,120521, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, Amer-Indian-Eskimo, Male,0,0,50, United-States, >50K -43, Self-emp-not-inc,247752, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -26, Private,34161, Some-college,10, Never-married, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -33, Private,589155, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, <=50K -50, Private,149784, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,402522, 1st-4th,2, Divorced, Farming-fishing, Unmarried, White, Male,0,0,40, Thailand, <=50K -28, Private,228346, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -21, Private,415755, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -38, Private,289653, Bachelors,13, Divorced, Sales, Unmarried, White, Male,0,0,45, United-States, >50K -17, Private,165018, 10th,6, Never-married, Sales, Own-child, White, Female,0,0,10, United-States, <=50K -19, Private,322866, HS-grad,9, Never-married, Other-service, Own-child, Black, Female,0,0,40, United-States, <=50K -45, Self-emp-not-inc,244813, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,38, United-States, >50K -27, Private,538193, 11th,7, Never-married, Prof-specialty, Not-in-family, Asian-Pac-Islander, Female,0,0,50, United-States, <=50K -45, Private,256367, 12th,8, Divorced, Farming-fishing, Not-in-family, Black, Male,0,0,40, United-States, <=50K -46, Private,95864, Some-college,10, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -57, Self-emp-not-inc,291167, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,126569, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, Poland, <=50K -34, Private,128016, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,99999,0,40, United-States, >50K -18,,323584, Some-college,10, Never-married,, Own-child, White, Male,0,0,10, United-States, <=50K -65,,115431, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,20, United-States, <=50K -26, Private,246156, 10th,6, Never-married, Craft-repair, Other-relative, White, Male,0,0,24, Honduras, <=50K -44, Private,346081, HS-grad,9, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, >50K -38, Local-gov,156383, Some-college,10, Never-married, Protective-serv, Unmarried, Black, Female,0,0,40, United-States, <=50K -49, Private,151267, Assoc-voc,11, Divorced, Prof-specialty, Unmarried, Black, Female,0,0,40, United-States, <=50K -41, Local-gov,249039, HS-grad,9, Separated, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -52, Federal-gov,157454, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -30, Private,143540, 9th,5, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -72, State-gov,120733, 7th-8th,4, Widowed, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -48, Private,344381, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,42, United-States, >50K -32, Private,149787, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -22, Private,268525, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -24, Private,396099, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, White, Female,0,0,35, United-States, <=50K -24, Private,221442, Some-college,10, Divorced, Other-service, Not-in-family, White, Female,0,0,36, United-States, <=50K -55, Private,115198, 9th,5, Married-civ-spouse, Transport-moving, Wife, White, Female,0,0,48, United-States, <=50K -48, Federal-gov,102359, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -42, Local-gov,298885, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Male,0,0,40, United-States, <=50K -34, Private,93213, Masters,14, Married-civ-spouse, Other-service, Husband, White, Male,0,0,30, United-States, <=50K -40, Private,130760, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,42, United-States, <=50K -29,,236834, Some-college,10, Divorced,, Own-child, White, Female,0,0,15, United-States, <=50K -39, Self-emp-inc,31709, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,20, United-States, >50K -45, Private,192053, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -21, Private,95918, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,43, Germany, <=50K -36, Self-emp-inc,132879, Masters,14, Married-civ-spouse, Tech-support, Husband, White, Male,0,1887,40, United-States, >50K -28, Private,64940, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Female,0,0,40, United-States, <=50K -57, Private,106910, HS-grad,9, Divorced, Adm-clerical, Unmarried, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -22, Private,210474, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -31, Local-gov,393965, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,8, United-States, <=50K -23, Local-gov,117789, Assoc-voc,11, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, <=50K -35, Self-emp-not-inc,134498, Some-college,10, Never-married, Exec-managerial, Own-child, White, Male,0,0,45, United-States, >50K -28, Private,212068, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,1980,40, United-States, <=50K -27, Private,169544, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, <=50K -76,,32995, 7th-8th,4, Married-civ-spouse,, Husband, White, Male,0,0,5, United-States, <=50K -37, Private,261241, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,1485,50, United-States, <=50K -43, Private,145784, HS-grad,9, Never-married, Other-service, Other-relative, Asian-Pac-Islander, Female,0,0,40,, <=50K -33, Private,252646, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -56, Private,161944, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -50, Self-emp-inc,249644, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -35, Private,195081, HS-grad,9, Never-married, Sales, Unmarried, Black, Female,0,0,40, United-States, <=50K -36, Private,428251, Bachelors,13, Never-married, Tech-support, Own-child, White, Male,0,0,40, United-States, <=50K -59, Self-emp-not-inc,198145, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,35, United-States, >50K -42, Private,348059, Doctorate,16, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,60, United-States, <=50K -21, Private,43587, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,30, United-States, <=50K -24, Private,318612, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,1504,40, United-States, <=50K -17,,235661, 10th,6, Never-married,, Own-child, White, Female,0,0,30, United-States, <=50K -29, Private,129528, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -61, Private,200427, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -35, Private,188243, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,48, United-States, <=50K -56, Self-emp-not-inc,306633, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -44, Self-emp-not-inc,85019, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,0,40,, >50K -22,,356286, HS-grad,9, Never-married,, Own-child, Black, Male,0,0,10, United-States, <=50K -45, Private,102771, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -40, Local-gov,34739, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,36, United-States, <=50K -22,,201959, HS-grad,9, Never-married,, Own-child, Black, Male,0,0,40, United-States, <=50K -28, Private,126743, 5th-6th,3, Never-married, Other-service, Other-relative, White, Male,2176,0,52, Mexico, <=50K -46, Local-gov,85341, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,56, United-States, <=50K -57, Private,275943, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,82823, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,5013,0,30, United-States, <=50K -30, Private,183388, HS-grad,9, Separated, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -21, Private,116489, Some-college,10, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -62, Self-emp-not-inc,215789, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,50, United-States, >50K -19, Private,365871, Some-college,10, Never-married, Transport-moving, Own-child, White, Male,0,0,32, United-States, <=50K -63, Local-gov,199275, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Female,8614,0,38, United-States, >50K -39, Self-emp-not-inc,34111, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,70, United-States, <=50K -72,,314567, Some-college,10, Widowed,, Not-in-family, White, Female,0,0,8, United-States, <=50K -40, Self-emp-inc,102576, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,55, Trinadad&Tobago, <=50K -27, Private,103524, HS-grad,9, Never-married, Handlers-cleaners, Unmarried, White, Male,0,0,35, United-States, <=50K -47, Self-emp-not-inc,114222, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,25, United-States, <=50K -28, Private,246933, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -27, Private,107812, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -26, Self-emp-not-inc,109162, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,25, United-States, <=50K -59, Private,112798, HS-grad,9, Divorced, Prof-specialty, Unmarried, White, Female,0,0,60, United-States, <=50K -33, Private,30612, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,105994, 11th,7, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -57, Private,113090, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -30, Private,26252, Assoc-acdm,12, Never-married, Adm-clerical, Unmarried, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -31, Private,49469, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,55, United-States, >50K -24, Private,172169, Some-college,10, Never-married, Handlers-cleaners, Unmarried, White, Male,0,0,30, United-States, <=50K -36, Private,151029, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,55, United-States, <=50K -46, Private,134242, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, State-gov,87282, Assoc-voc,11, Never-married, Adm-clerical, Unmarried, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -19, Private,84250, Some-college,10, Never-married, Prof-specialty, Own-child, White, Female,0,0,15, United-States, <=50K -33, Private,76107, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,4386,0,60, United-States, >50K -59, Self-emp-inc,36085, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,60, United-States, >50K -32, Private,220333, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,7298,0,46, United-States, >50K -58, Private,105363, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Portugal, <=50K -19, Private,198668, 12th,8, Never-married, Craft-repair, Own-child, White, Male,0,0,47, United-States, <=50K -43, Private,157473, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -20, Private,126568, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -56, Self-emp-inc,220896, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -57, Federal-gov,236048, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -42, Private,34218, Prof-school,15, Divorced, Prof-specialty, Not-in-family, White, Male,99999,0,80, United-States, >50K -62, Private,155915, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,139684, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,45, United-States, <=50K -34, Private,23778, Bachelors,13, Divorced, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -24, Private,236804, Some-college,10, Divorced, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -78, Private,454321, 1st-4th,2, Widowed, Handlers-cleaners, Other-relative, White, Male,0,0,20, Nicaragua, <=50K -43, Private,229148, Bachelors,13, Never-married, Adm-clerical, Not-in-family, Black, Male,0,0,50, Outlying-US(Guam-USVI-etc), <=50K -60, Local-gov,119986, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -39, Local-gov,455399, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, Black, Male,15024,0,40, United-States, >50K -21, Private,301694, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,35, Mexico, <=50K -64,,155142, HS-grad,9, Widowed,, Not-in-family, Black, Male,0,0,20, United-States, <=50K -27, Private,259652, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -44, State-gov,156642, HS-grad,9, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,39, United-States, <=50K -37, Private,94208, 1st-4th,2, Divorced, Other-service, Unmarried, White, Female,0,0,35, Mexico, <=50K -31, Private,117719, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, Portugal, <=50K -27, Local-gov,100817, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -31, Private,144990, HS-grad,9, Married-spouse-absent, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -37, Self-emp-inc,198841, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -43, Private,223881, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,7298,0,40, United-States, >50K -18, Private,264017, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,16, Canada, <=50K -23, State-gov,26842, Assoc-voc,11, Married-AF-spouse, Adm-clerical, Wife, White, Female,0,0,30, United-States, <=50K -40, Private,477345, 7th-8th,4, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,2057,40, Mexico, <=50K -22, Private,267412, Preschool,1, Never-married, Other-service, Own-child, Black, Female,594,0,20, Jamaica, <=50K -61, Self-emp-inc,190610, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -63, Private,281237, Some-college,10, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -59, Private,254593, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, >50K -33, Private,159187, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,54, United-States, >50K -51, State-gov,200450, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, >50K -38, Local-gov,140854, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -52, Private,242517, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,7688,0,40, United-States, >50K -47, Self-emp-not-inc,294671, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, >50K -20, State-gov,68358, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,10, United-States, <=50K -53, Private,107096, Bachelors,13, Never-married, Sales, Unmarried, White, Male,0,1669,50, United-States, <=50K -43, Private,244419, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -26, Self-emp-not-inc,195636, 10th,6, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,75, United-States, >50K -39, Private,368586, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Female,0,0,37, Puerto-Rico, <=50K -30, Private,215808, HS-grad,9, Separated, Handlers-cleaners, Not-in-family, White, Male,0,0,60, United-States, <=50K -45, Private,165822, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -25, Private,193379, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -45, Private,120121, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -25, Local-gov,311603, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,55, United-States, <=50K -48, Private,323798, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,38, United-States, >50K -32, Private,253890, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -67,,105252, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,20, United-States, <=50K -37, Private,220696, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,194097, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,30, United-States, >50K -28, Private,181291, Some-college,10, Married-civ-spouse, Other-service, Own-child, White, Female,7688,0,40, United-States, >50K -28, Private,258594, Bachelors,13, Never-married, Other-service, Not-in-family, White, Female,0,0,50, United-States, <=50K -28, Private,138976, HS-grad,9, Never-married, Craft-repair, Not-in-family, Black, Male,0,0,48, United-States, <=50K -22, Private,81145, HS-grad,9, Never-married, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -32, Private,250853, Assoc-voc,11, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -35,,365739, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -32, Private,257863, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,50, United-States, <=50K -27, Private,203697, Masters,14, Never-married, Tech-support, Own-child, White, Male,0,0,50, United-States, <=50K -54, Private,87205, HS-grad,9, Separated, Adm-clerical, Not-in-family, White, Female,0,0,45, United-States, <=50K -66, Self-emp-not-inc,195161, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,20,, <=50K -41, Private,470486, 1st-4th,2, Married-spouse-absent, Handlers-cleaners, Unmarried, White, Male,0,1719,40, Mexico, <=50K -46, Local-gov,93557, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,3103,0,50, United-States, >50K -39, Private,107991, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -51, Private,63081, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -26, Private,73988, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -53, Private,136080, HS-grad,9, Divorced, Priv-house-serv, Not-in-family, White, Female,0,0,50, United-States, <=50K -38, State-gov,49115, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,27, United-States, <=50K -30, Private,314649, HS-grad,9, Married-spouse-absent, Farming-fishing, Unmarried, Asian-Pac-Islander, Male,0,0,40,, <=50K -18, Private,166224, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -44,,118484, Prof-school,15, Married-civ-spouse,, Husband, White, Male,0,0,80, United-States, <=50K -56, Local-gov,291529, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -41, Self-emp-not-inc,252392, 5th-6th,3, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,96, Mexico, <=50K -42, Private,86912, Bachelors,13, Divorced, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -44, Private,193537, 9th,5, Never-married, Priv-house-serv, Unmarried, White, Female,0,0,50, Puerto-Rico, <=50K -33, Private,83231, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,40, United-States, <=50K -43, Private,325461, Some-college,10, Divorced, Tech-support, Not-in-family, White, Male,0,0,45, United-States, <=50K -21, Private,36011, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -45, Private,274869, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -38, Private,178322, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,70, United-States, >50K -38, Private,67666, Masters,14, Never-married, Exec-managerial, Not-in-family, Black, Female,0,0,38, United-States, <=50K -33, Private,153005, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,138269, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -33, Private,265204, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -43, Private,437318, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -38, Private,208109, Bachelors,13, Divorced, Exec-managerial, Unmarried, White, Male,0,0,50, United-States, <=50K -50, Self-emp-not-inc,91103, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,51, United-States, >50K -57, State-gov,388225, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -76, Self-emp-not-inc,42162, HS-grad,9, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,2, United-States, <=50K -52, Self-emp-not-inc,417227, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,70, United-States, <=50K -36, State-gov,180220, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -30, Private,187560, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -39, Private,127573, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Female,2202,0,45, United-States, <=50K -51, Federal-gov,68898, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -31, Private,78662, HS-grad,9, Separated, Sales, Unmarried, White, Female,0,0,40, Mexico, <=50K -56, Private,158776, 11th,7, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, <=50K -28, Private,164575, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,328301, Some-college,10, Never-married, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -49, Private,213897, Bachelors,13, Married-civ-spouse, Sales, Husband, Asian-Pac-Islander, Male,0,0,50, Japan, >50K -40, Private,230684, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -23, Private,381679, Some-college,10, Never-married, Tech-support, Other-relative, White, Female,0,0,40, United-States, <=50K -44, Local-gov,360884, Masters,14, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -36, State-gov,256992, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -31, Private,112115, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -24, Private,113577, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Private,189382, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,38, United-States, <=50K -45, Private,201080, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -46, Private,344415, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -57, Private,201232, HS-grad,9, Married-civ-spouse, Priv-house-serv, Husband, White, Male,0,0,30, United-States, <=50K -20, Private,332194, HS-grad,9, Never-married, Handlers-cleaners, Own-child, Black, Male,0,0,20, United-States, <=50K -30, Private,216864, 9th,5, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -60, Private,290922, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,27, United-States, <=50K -42, Local-gov,223548, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -25, Private,109419, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,8614,0,45, United-States, >50K -27, Private,135296, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, >50K -59, State-gov,100270, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,60, United-States, <=50K -18, Private,99497, 12th,8, Never-married, Other-service, Own-child, Other, Female,0,0,30, United-States, <=50K -26,,223665, HS-grad,9, Divorced,, Unmarried, White, Female,0,0,84, United-States, <=50K -48, Self-emp-inc,341762, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -41, Private,236483, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -20,,311570, HS-grad,9, Married-civ-spouse,, Other-relative, White, Female,0,0,32, United-States, <=50K -36, Private,588739, Bachelors,13, Divorced, Sales, Not-in-family, White, Female,0,0,40, India, <=50K -44, Self-emp-inc,79521, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,15024,0,55, United-States, >50K -36, Private,327435, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -32, Private,229636, Assoc-acdm,12, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,5013,0,60, United-States, <=50K -26, Private,124483, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Asian-Pac-Islander, Male,0,0,25, India, <=50K -58, Private,218764, Assoc-voc,11, Widowed, Prof-specialty, Unmarried, White, Female,0,0,45, United-States, <=50K -39, State-gov,178100, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -19,,197057, Some-college,10, Never-married,, Own-child, Black, Male,0,0,30, United-States, <=50K -39, Private,191161, HS-grad,9, Separated, Craft-repair, Unmarried, White, Male,0,0,55, United-States, <=50K -65, Private,266828, HS-grad,9, Widowed, Craft-repair, Not-in-family, White, Male,1848,0,40, United-States, <=50K -29, Private,251526, Some-college,10, Married-civ-spouse, Tech-support, Wife, White, Female,0,0,20, United-States, <=50K -22,,145964, HS-grad,9, Never-married,, Unmarried, White, Male,0,0,40, United-States, <=50K -23, Private,307149, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,25, United-States, <=50K -36, Private,37238, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Male,0,0,42, United-States, <=50K -32, Private,129020, Bachelors,13, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,209432, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -38, Private,139364, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, >50K -25, Federal-gov,169124, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,116391, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -31, Private,176025, HS-grad,9, Never-married, Tech-support, Unmarried, Black, Female,0,0,40, United-States, <=50K -66, Self-emp-not-inc,44712, HS-grad,9, Married-civ-spouse, Craft-repair, Wife, White, Female,0,0,15, United-States, <=50K -35, Self-emp-not-inc,190759, Some-college,10, Divorced, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -36, Private,185692, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,35, United-States, <=50K -17, Private,80576, 10th,6, Never-married, Other-service, Own-child, White, Female,0,0,16, United-States, <=50K -31, Private,282173, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Mexico, <=50K -20, Private,187158, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,40, United-States, <=50K -25, Private,214468, Bachelors,13, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -59, Self-emp-not-inc,185410, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,70, United-States, <=50K -37, Private,87757, Assoc-acdm,12, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,45, United-States, <=50K -42, Private,449578, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, United-States, >50K -31, Private,309028, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -32, Private,155293, 12th,8, Divorced, Sales, Not-in-family, White, Female,0,1762,45, United-States, <=50K -46, Private,32825, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -36, Private,216845, 1st-4th,2, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, Mexico, <=50K -45, State-gov,149640, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,38, United-States, >50K -19, State-gov,140985, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -38, Private,218188, Assoc-acdm,12, Never-married, Other-service, Own-child, White, Female,0,0,25, United-States, <=50K -27, State-gov,187327, HS-grad,9, Separated, Protective-serv, Not-in-family, White, Male,0,0,45, United-States, <=50K -33, Private,182511, Assoc-voc,11, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -55, Self-emp-not-inc,157639, 9th,5, Married-civ-spouse, Sales, Husband, White, Male,0,0,58, United-States, <=50K -46, Local-gov,258498, Masters,14, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -29, Private,87632, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,228394, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,36, United-States, <=50K -59, State-gov,200732, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,50, Philippines, >50K -36, Private,49657, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -27, Local-gov,106179, Bachelors,13, Married-spouse-absent, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, <=50K -21, Private,135267, Assoc-acdm,12, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,36, United-States, <=50K -65,,486436, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,45, United-States, >50K -29, Private,69757, Bachelors,13, Divorced, Exec-managerial, Other-relative, White, Female,0,0,50, United-States, <=50K -53, Private,190319, Bachelors,13, Married-civ-spouse, Sales, Husband, Asian-Pac-Islander, Male,0,1485,40, Thailand, >50K -20, Private,188409, Some-college,10, Never-married, Transport-moving, Not-in-family, White, Male,0,0,60, United-States, <=50K -54, Private,181246, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,103573, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -18, Private,180725, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,16, United-States, <=50K -26, State-gov,34862, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, Asian-Pac-Islander, Male,0,0,38,, <=50K -55, Self-emp-inc,275236, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,48, United-States, >50K -40, Self-emp-not-inc,76487, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -37, Federal-gov,75073, Assoc-acdm,12, Never-married, Protective-serv, Not-in-family, Black, Male,0,0,42, United-States, <=50K -23, Private,231929, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -45, Private,186410, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,38, United-States, <=50K -42, Self-emp-not-inc,344624, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,99, United-States, >50K -66, Private,97847, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,38, United-States, <=50K -30, Private,387521, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,40, United-States, >50K -25,,193511, Bachelors,13, Never-married,, Own-child, White, Female,0,0,35, El-Salvador, <=50K -20, Private,325033, 12th,8, Never-married, Other-service, Own-child, Black, Male,0,0,35, United-States, >50K -37, Private,285637, HS-grad,9, Never-married, Transport-moving, Not-in-family, Black, Male,0,0,50, United-States, <=50K -20, Private,186014, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,38, United-States, <=50K -27, Private,203160, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -20,,190290, Some-college,10, Never-married,, Own-child, White, Male,0,0,35, United-States, <=50K -33, Private,219553, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -53, Private,290882, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Mexico, <=50K -54, Private,133403, 9th,5, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,1902,35, United-States, <=50K -33, Private,150154, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,203076, 10th,6, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,158592, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -23, Federal-gov,215115, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,25, United-States, <=50K -20, Private,117476, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -19, Private,159269, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,18, United-States, <=50K -24, Private,189924, Assoc-voc,11, Never-married, Exec-managerial, Own-child, White, Female,0,0,60, United-States, <=50K -32, Local-gov,226296, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -38, Private,103886, Some-college,10, Divorced, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -34, Federal-gov,148508, Some-college,10, Divorced, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -39, Private,79586, Some-college,10, Married-civ-spouse, Tech-support, Husband, Asian-Pac-Islander, Male,0,0,35, India, >50K -40,,95049, Assoc-voc,11, Separated,, Own-child, White, Female,0,0,40,, <=50K -45, Self-emp-inc,192835, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -21, Private,316184, HS-grad,9, Never-married, Other-service, Other-relative, Black, Male,0,0,40, United-States, <=50K -49, Private,132476, Doctorate,16, Divorced, Tech-support, Unmarried, White, Male,7430,0,40, United-States, >50K -44, Private,76487, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -18, Private,302712, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,35, United-States, <=50K -42, Private,225193, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -49, Private,102092, 11th,7, Widowed, Craft-repair, Not-in-family, White, Male,2174,0,40, United-States, <=50K -51, Private,173754, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -20, Private,38238, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,25, United-States, <=50K -41, Private,212027, 11th,7, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -25, Private,173593, Some-college,10, Never-married, Exec-managerial, Own-child, White, Male,0,0,75, United-States, <=50K -27, Local-gov,132718, HS-grad,9, Never-married, Transport-moving, Own-child, Black, Male,0,0,40, United-States, <=50K -23, Private,103588, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -37, Local-gov,75387, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,38444, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,10, United-States, <=50K -21, Private,35603, HS-grad,9, Never-married, Protective-serv, Not-in-family, Black, Male,0,0,11, United-States, <=50K -24, Private,588484, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,594,0,40, United-States, <=50K -62,,191118, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -70,,88638, HS-grad,9, Married-civ-spouse,, Wife, White, Female,0,0,8, United-States, <=50K -61, Private,27086, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -63, Private,184319, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,24, United-States, <=50K -31, Private,307375, Some-college,10, Never-married, Other-service, Not-in-family, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -17, Private,93511, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,15, United-States, <=50K -23, Private,32950, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -40, Private,313945, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -47, Local-gov,275517, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,72, United-States, <=50K -55, Private,132145, 9th,5, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -37, Self-emp-not-inc,377798, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -48, Private,198000, Bachelors,13, Never-married, Sales, Other-relative, White, Female,0,0,38, United-States, >50K -67, Private,166591, HS-grad,9, Divorced, Priv-house-serv, Unmarried, Black, Female,1848,0,99, United-States, <=50K -72, Self-emp-not-inc,117030, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -31, Local-gov,275369, Some-college,10, Never-married, Protective-serv, Not-in-family, Black, Male,0,0,40, United-States, <=50K -24, Private,300584, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -27, Local-gov,230997, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,45, United-States, <=50K -32, Private,73199, 12th,8, Never-married, Farming-fishing, Own-child, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -61, Private,362068, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -34, Private,162604, HS-grad,9, Never-married, Craft-repair, Other-relative, Black, Male,0,0,40, United-States, <=50K -40, Private,86143, Assoc-voc,11, Married-civ-spouse, Handlers-cleaners, Own-child, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -39, Private,116477, Assoc-voc,11, Divorced, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -49, Self-emp-not-inc,102308, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,35, United-States, >50K -57, Self-emp-inc,199067, 7th-8th,4, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,90, Greece, >50K -47, Private,205100, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -38, Private,127493, Assoc-acdm,12, Widowed, Sales, Unmarried, White, Female,0,0,35, United-States, <=50K -77, Self-emp-not-inc,34761, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,221480, Some-college,10, Never-married, Tech-support, Unmarried, White, Female,0,0,8, United-States, <=50K -37, Self-emp-not-inc,216473, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,30, United-States, <=50K -43, Self-emp-inc,147206, Assoc-acdm,12, Never-married, Exec-managerial, Not-in-family, White, Male,27828,0,45, United-States, >50K -50, Private,162868, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,45, United-States, <=50K -68, Self-emp-not-inc,335701, 7th-8th,4, Widowed, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -55, Private,250322, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -52, Local-gov,182856, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,10520,0,45, United-States, >50K -24, Private,97743, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,37, United-States, <=50K -42, Private,227065, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,60, United-States, <=50K -51, Private,59840, HS-grad,9, Divorced, Handlers-cleaners, Not-in-family, White, Male,2174,0,40, United-States, <=50K -26, Private,140446, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Wife, White, Female,0,0,40, United-States, <=50K -32, Federal-gov,86150, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, Asian-Pac-Islander, Female,0,1977,40, United-States, >50K -51, Private,147876, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -26, Private,219199, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -46, Private,28497, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,8, United-States, <=50K -27, Private,405177, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,35, United-States, <=50K -29, Private,320451, Bachelors,13, Married-spouse-absent, Sales, Other-relative, Asian-Pac-Islander, Male,0,0,40,, <=50K -71, Self-emp-not-inc,30661, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,6514,0,40, United-States, >50K -30, Local-gov,38268, HS-grad,9, Separated, Other-service, Unmarried, White, Male,0,0,40, United-States, >50K -42, Private,199900, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,52, United-States, <=50K -39, Self-emp-inc,172538, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -17, Private,194517, 11th,7, Never-married, Farming-fishing, Own-child, White, Female,0,0,18, United-States, <=50K -20, Private,129024, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,35, United-States, <=50K -37, Private,203828, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, White, Male,0,0,40, United-States, <=50K -40, Private,146659, Assoc-acdm,12, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -27, Private,29261, Assoc-acdm,12, Never-married, Other-service, Other-relative, White, Male,0,0,42, United-States, <=50K -19, Private,366109, 10th,6, Never-married, Other-service, Other-relative, White, Male,0,0,40, United-States, <=50K -29, Private,212091, Some-college,10, Divorced, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, <=50K -42, Private,202872, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,36, United-States, >50K -31, Private,373903, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -41, Private,289403, HS-grad,9, Divorced, Tech-support, Not-in-family, Black, Male,0,0,40,, <=50K -21, Private,60552, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -46, Private,188325, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, >50K -21,,398480, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -37, Federal-gov,254202, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Female,27828,0,50, United-States, >50K -41, Self-emp-inc,277858, Bachelors,13, Widowed, Exec-managerial, Not-in-family, Black, Female,0,0,45, United-States, <=50K -50, Private,102346, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,36,, <=50K -34, Private,226629, 12th,8, Separated, Sales, Unmarried, White, Female,0,0,34, United-States, <=50K -47, Private,219632, 1st-4th,2, Widowed, Machine-op-inspct, Unmarried, White, Male,0,0,40, Mexico, <=50K -21, Private,449101, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -49, Private,330535, Doctorate,16, Divorced, Exec-managerial, Unmarried, White, Male,0,0,40, United-States, >50K -38, Private,202937, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, >50K -43, Federal-gov,269733, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -40, Self-emp-not-inc,355856, Bachelors,13, Married-spouse-absent, Exec-managerial, Not-in-family, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -48, Self-emp-inc,275100, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,70, Greece, >50K -30, State-gov,136997, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -38, Private,136931, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, Asian-Pac-Islander, Female,0,0,38, Thailand, <=50K -31,,346736, HS-grad,9, Never-married,, Other-relative, White, Female,0,0,45, United-States, <=50K -30, Local-gov,264936, Bachelors,13, Separated, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -37, Private,269722, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,38, United-States, <=50K -28, Private,251905, Masters,14, Never-married, Sales, Not-in-family, White, Male,0,0,42, United-States, <=50K -57, Private,180636, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,116915, Some-college,10, Never-married, Craft-repair, Other-relative, White, Male,0,0,40, United-States, <=50K -40, Self-emp-not-inc,182516, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -49, Local-gov,199862, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,2179,40, United-States, <=50K -44, Private,127482, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,7688,0,40, United-States, >50K -44, Private,142968, HS-grad,9, Widowed, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -18, Private,115258, 10th,6, Never-married, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -45, Private,190822, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,31, United-States, <=50K -50, Local-gov,68898, Doctorate,16, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -17, Self-emp-inc,151999, 12th,8, Never-married, Adm-clerical, Own-child, White, Female,0,0,16, United-States, <=50K -28, Self-emp-not-inc,236471, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -38, Local-gov,29075, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, Amer-Indian-Eskimo, Female,5013,0,40, United-States, <=50K -43, State-gov,186990, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,37, United-States, <=50K -48, Private,210369, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -57,,179644, Assoc-voc,11, Married-civ-spouse,, Wife, White, Female,0,0,5, United-States, <=50K -28, Private,119128, Assoc-acdm,12, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -46, Private,188386, HS-grad,9, Divorced, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -28, Private,120645, HS-grad,9, Never-married, Machine-op-inspct, Own-child, Black, Female,0,0,40, United-States, <=50K -58, Local-gov,303176, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -23, Private,358434, Bachelors,13, Never-married, Prof-specialty, Unmarried, Black, Female,0,0,40, United-States, <=50K -57, Private,36091, HS-grad,9, Separated, Other-service, Unmarried, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -48, Private,250648, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,35, United-States, >50K -49, Private,131918, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, >50K -40, Self-emp-not-inc,151504, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, >50K -41, Private,161880, HS-grad,9, Separated, Machine-op-inspct, Not-in-family, Black, Male,0,0,50, United-States, <=50K -45, Private,123681, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,94090, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, <=50K -22,,129980, Some-college,10, Never-married,, Not-in-family, White, Male,0,0,25, United-States, <=50K -50, Private,237258, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Male,27828,0,48, United-States, >50K -65, Self-emp-not-inc,147377, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,16, United-States, <=50K -36, Federal-gov,253627, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, Puerto-Rico, >50K -63,,528618, 10th,6, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,27881, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,45, United-States, <=50K -28, Private,79874, Assoc-voc,11, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -18, Private,156981, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -46, Local-gov,195418, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,40, United-States, >50K -37, Private,175185, 11th,7, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -46, Private,273796, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,65, United-States, >50K -37, State-gov,373699, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -31, Private,82508, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -38, Private,162551, HS-grad,9, Never-married, Exec-managerial, Not-in-family, Asian-Pac-Islander, Female,0,0,35, Hong, <=50K -24, Private,166297, Bachelors,13, Never-married, Prof-specialty, Own-child, Asian-Pac-Islander, Male,0,0,25, United-States, <=50K -25, Local-gov,100125, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -30, Private,175690, Some-college,10, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -45, Private,184441, 7th-8th,4, Never-married, Machine-op-inspct, Unmarried, White, Female,0,0,42, United-States, <=50K -28, Self-emp-inc,167737, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,5178,0,40, United-States, >50K -58, Private,186121, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -44, Self-emp-not-inc,177851, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -35, Private,106961, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -54, Private,419712, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, <=50K -40, Local-gov,208875, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, <=50K -24, Private,373628, Bachelors,13, Never-married, Sales, Own-child, White, Female,0,1504,40, United-States, <=50K -26, Private,331861, Bachelors,13, Never-married, Craft-repair, Not-in-family, White, Male,0,0,50, England, <=50K -29, Private,249948, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,50, United-States, <=50K -50, Private,99316, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,252570, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, <=50K -17, Private,89160, 12th,8, Never-married, Priv-house-serv, Own-child, White, Female,0,0,18, United-States, <=50K -25, Private,49092, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -35, Private,87757, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -42, Private,806552, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -45, Self-emp-not-inc,70754, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,7298,0,60, United-States, >50K -28, Private,150437, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,60, United-States, <=50K -71,,46836, 7th-8th,4, Separated,, Not-in-family, Black, Male,0,0,15, United-States, <=50K -34, State-gov,117186, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -49, Private,239625, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -39, Private,128483, Some-college,10, Married-civ-spouse, Other-service, Wife, White, Female,0,0,60, United-States, <=50K -17, Private,53367, 12th,8, Never-married, Other-service, Other-relative, White, Female,0,0,25, United-States, <=50K -20, Private,358355, 9th,5, Never-married, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -53, Private,139522, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,1573,40, Italy, <=50K -26, Private,93017, Assoc-voc,11, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -49, Private,101320, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Female,0,1564,40, Canada, >50K -57, Self-emp-inc,105582, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,2415,40, United-States, >50K -40, Private,121718, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,55, United-States, >50K -19, Private,111836, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,35, United-States, <=50K -58, Private,96840, HS-grad,9, Widowed, Craft-repair, Unmarried, White, Female,0,0,37, United-States, <=50K -62, Local-gov,176839, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,10, United-States, <=50K -41, Local-gov,193553, Some-college,10, Married-civ-spouse, Protective-serv, Husband, Black, Male,0,0,64, United-States, >50K -46, Private,168232, HS-grad,9, Married-spouse-absent, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -53, Self-emp-not-inc,146325, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Yugoslavia, >50K -33, Private,111567, Bachelors,13, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -58, Private,478354, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,99999,0,50, United-States, >50K -30, Private,209768, Assoc-voc,11, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -27, Private,188909, HS-grad,9, Never-married, Handlers-cleaners, Unmarried, Black, Female,0,0,40, United-States, <=50K -32, Self-emp-not-inc,321313, HS-grad,9, Never-married, Craft-repair, Own-child, Black, Male,0,0,40, United-States, <=50K -19,,264228, Some-college,10, Never-married,, Own-child, White, Female,0,0,12, United-States, <=50K -22, Private,345066, 10th,6, Never-married, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -56, Self-emp-not-inc,32855, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -33, Self-emp-inc,287372, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -36, Private,214807, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -29, Local-gov,275110, Some-college,10, Married-civ-spouse, Protective-serv, Own-child, Black, Male,0,0,40, United-States, <=50K -32, Private,352089, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,38, United-States, <=50K -33, State-gov,110171, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Female,0,1092,40, United-States, <=50K -20, Private,211391, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,25, United-States, <=50K -51, Private,91506, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,7688,0,40, United-States, >50K -52, Private,180949, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,30, United-States, <=50K -64, Self-emp-inc,169072, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -33, Private,264554, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -38, Private,99065, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,50, United-States, >50K -30, Private,201122, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -67, Self-emp-inc,323636, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,15, Canada, <=50K -37, Local-gov,184112, Doctorate,16, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, >50K -55, Private,243367, HS-grad,9, Divorced, Sales, Unmarried, White, Female,0,0,37, United-States, <=50K -25, State-gov,149248, Some-college,10, Never-married, Other-service, Not-in-family, Black, Male,0,0,40, United-States, <=50K -41, Local-gov,248748, Bachelors,13, Never-married, Prof-specialty, Unmarried, Black, Female,0,0,40, United-States, <=50K -31, Private,242616, Bachelors,13, Divorced, Tech-support, Unmarried, White, Female,0,0,40, United-States, <=50K -51, Private,207246, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,1902,40, United-States, >50K -75, Self-emp-not-inc,343631, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, Asian-Pac-Islander, Male,0,0,15, United-States, <=50K -53, Private,403121, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,30, United-States, <=50K -36, Self-emp-not-inc,184435, 11th,7, Never-married, Transport-moving, Not-in-family, Black, Male,0,0,40, United-States, <=50K -47, Self-emp-not-inc,181405, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,40, United-States, >50K -67, Self-emp-not-inc,75140, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,25, United-States, <=50K -29, Self-emp-not-inc,467936, Some-college,10, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,40,, <=50K -32, Self-emp-not-inc,181212, Some-college,10, Separated, Farming-fishing, Unmarried, White, Female,0,0,65, United-States, <=50K -42, Private,324421, HS-grad,9, Divorced, Sales, Not-in-family, White, Male,0,0,20, United-States, <=50K -41, Private,344624, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,50, United-States, >50K -46, Private,98735, Bachelors,13, Separated, Prof-specialty, Unmarried, White, Female,0,0,50, United-States, <=50K -48, Local-gov,186172, Assoc-acdm,12, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -55, Federal-gov,107157, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -68,,353871, HS-grad,9, Widowed,, Not-in-family, White, Female,0,0,40, United-States, <=50K -49, Self-emp-not-inc,175958, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,20, United-States, <=50K -62, Private,252134, 7th-8th,4, Divorced, Handlers-cleaners, Not-in-family, White, Female,0,0,40, Cuba, <=50K -30, Private,95923, Assoc-acdm,12, Married-spouse-absent, Adm-clerical, Unmarried, White, Female,0,0,45, United-States, <=50K -56, Local-gov,203250, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,296212, HS-grad,9, Separated, Handlers-cleaners, Not-in-family, White, Male,0,0,48, United-States, <=50K -22, Private,333838, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -56, Private,345730, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -53, Federal-gov,128141, Bachelors,13, Separated, Adm-clerical, Not-in-family, Black, Male,0,0,40, United-States, <=50K -53, Private,249347, Assoc-voc,11, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, Cuba, >50K -51, Private,171914, 9th,5, Widowed, Craft-repair, Not-in-family, White, Male,0,0,30, United-States, <=50K -41, Private,344519, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,13550,0,60, United-States, >50K -34, Self-emp-inc,196385, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -24, Private,87546, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -40, Self-emp-not-inc,85668, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,126613, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -28, Private,239753, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -53, Private,162796, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -52, Federal-gov,197189, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,44, United-States, >50K -33, State-gov,25806, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,20,, <=50K -28, Private,89813, HS-grad,9, Divorced, Handlers-cleaners, Not-in-family, White, Female,0,0,40, United-States, <=50K -45, State-gov,142167, Masters,14, Divorced, Adm-clerical, Not-in-family, Black, Female,0,0,40,, <=50K -40, Private,171589, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -60, Private,203985, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, >50K -24, Private,394191, 12th,8, Never-married, Transport-moving, Own-child, White, Male,0,0,55, Germany, <=50K -50, Private,155433, Bachelors,13, Widowed, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -44, Private,39581, Bachelors,13, Separated, Tech-support, Unmarried, Black, Female,0,0,40, United-States, <=50K -19, Private,305834, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -36, Self-emp-inc,200220, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,55, United-States, <=50K -33, Private,229732, Assoc-acdm,12, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -52, Private,190333, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, <=50K -51, Private,155983, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -44, Private,211351, Some-college,10, Married-civ-spouse, Sales, Wife, White, Female,4386,0,40, United-States, >50K -19,,505168, 9th,5, Never-married,, Other-relative, White, Female,0,0,40, United-States, <=50K -49, Private,256417, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,5013,0,40, Mexico, <=50K -17,,165069, 10th,6, Never-married,, Own-child, White, Male,0,1721,40, United-States, <=50K -20, Private,249385, Some-college,10, Never-married, Craft-repair, Own-child, White, Female,0,0,20, United-States, <=50K -53, Private,168723, Assoc-acdm,12, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -25, Private,165866, Assoc-voc,11, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,20, United-States, <=50K -48, Private,48553, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,72, United-States, <=50K -27, Private,244751, HS-grad,9, Never-married, Adm-clerical, Own-child, Other, Male,0,0,40, United-States, <=50K -21, Private,228230, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,15, United-States, <=50K -29, Private,152951, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -47, State-gov,29023, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,40, India, >50K -48, Self-emp-not-inc,136455, Some-college,10, Married-civ-spouse, Other-service, Wife, White, Female,0,0,60, United-States, <=50K -38,,245372, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,75, United-States, >50K -19,,155863, Some-college,10, Never-married,, Own-child, White, Female,0,1602,30, United-States, <=50K -37, Private,126675, Some-college,10, Widowed, Machine-op-inspct, Other-relative, White, Male,0,0,40,, <=50K -37, Private,184659, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,5013,0,44, United-States, <=50K -39, Federal-gov,33289, HS-grad,9, Widowed, Prof-specialty, Unmarried, White, Female,0,0,60, United-States, <=50K -35, Private,111377, HS-grad,9, Separated, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -33, Private,103651, HS-grad,9, Divorced, Other-service, Not-in-family, White, Male,0,0,60, United-States, <=50K -56, Private,53481, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,238917, 5th-6th,3, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,40, El-Salvador, <=50K -25, Private,167495, Some-college,10, Never-married, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -47, Federal-gov,114222, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,55, United-States, >50K -32, Private,182323, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,40, United-States, >50K -24, Private,137589, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,30, United-States, <=50K -32, Private,181091, Bachelors,13, Never-married, Sales, Own-child, White, Male,13550,0,35, United-States, >50K -41, Private,156580, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,35, Dominican-Republic, <=50K -32, Private,210926, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,38, United-States, >50K -37, Self-emp-not-inc,255503, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,55, United-States, >50K -39, Private,116546, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -66, Self-emp-not-inc,34218, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, >50K -18,,305327, Some-college,10, Never-married,, Own-child, Other, Female,0,0,25, United-States, <=50K -23, Private,107882, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -44, Private,858091, HS-grad,9, Never-married, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -45, Private,79646, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,70, United-States, <=50K -42, Private,103089, Some-college,10, Separated, Prof-specialty, Unmarried, White, Female,1506,0,40, United-States, <=50K -40, Self-emp-not-inc,145441, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Male,0,0,30, United-States, <=50K -20, State-gov,117210, Some-college,10, Never-married, Tech-support, Own-child, White, Male,0,0,40, United-States, <=50K -26, Private,379246, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -25, Private,130018, 11th,7, Never-married, Machine-op-inspct, Other-relative, White, Male,0,0,40, United-States, <=50K -40, Private,121466, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -54, Private,339518, Assoc-acdm,12, Married-spouse-absent, Machine-op-inspct, Unmarried, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -33, Private,388672, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -56, Self-emp-not-inc,190091, Assoc-voc,11, Married-spouse-absent, Sales, Not-in-family, White, Male,0,0,46, United-States, <=50K -27, Private,197918, 11th,7, Never-married, Craft-repair, Unmarried, Black, Male,0,0,47, United-States, <=50K -31, Private,361497, 7th-8th,4, Never-married, Farming-fishing, Other-relative, White, Male,0,0,60, Portugal, <=50K -61,,451327, Bachelors,13, Married-civ-spouse,, Husband, Other, Male,0,0,24, United-States, >50K -22, Private,340217, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,20, United-States, <=50K -32, Self-emp-not-inc,63516, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,45, United-States, <=50K -29, Private,269786, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -34, Local-gov,63338, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -56, Private,179127, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, Italy, <=50K -35, Private,124090, Assoc-voc,11, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,99, United-States, <=50K -25, Private,215188, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -22, Private,482082, 11th,7, Married-civ-spouse, Machine-op-inspct, Not-in-family, White, Female,0,0,40, Mexico, <=50K -19, Private,234725, 12th,8, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -35, Private,289890, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,232036, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -48, Local-gov,195416, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,35, United-States, <=50K -52, Private,22154, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,103734, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,43, United-States, >50K -32, Local-gov,32587, HS-grad,9, Divorced, Other-service, Not-in-family, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -27, Private,190303, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,270488, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -31, Private,104509, Some-college,10, Separated, Other-service, Unmarried, White, Female,0,0,35, United-States, <=50K -47, Self-emp-not-inc,132589, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,72, United-States, <=50K -37, Private,112812, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -47, Private,126441, Some-college,10, Married-spouse-absent, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -47, Self-emp-inc,123075, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -45, Private,207955, 5th-6th,3, Married-spouse-absent, Other-service, Not-in-family, White, Male,0,0,40, Ecuador, <=50K -51, Private,43705, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,116968, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -59, Self-emp-not-inc,182142, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,74056, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, United-States, <=50K -33, Self-emp-not-inc,132565, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -55, Private,256796, HS-grad,9, Separated, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, >50K -62, Self-emp-inc,191520, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,80, United-States, >50K -37, Self-emp-not-inc,33394, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,70, United-States, <=50K -45, Local-gov,45501, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, <=50K -25, Private,74389, Bachelors,13, Never-married, Exec-managerial, Not-in-family, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -34, Private,201874, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -50, Private,143804, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,55, United-States, <=50K -29, Local-gov,95471, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, <=50K -32, Private,267458, Assoc-acdm,12, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -48, Private,70668, 10th,6, Never-married, Priv-house-serv, Other-relative, White, Female,0,0,40, United-States, <=50K -34, Local-gov,260782, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,52, United-States, >50K -50, Private,299215, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,40, United-States, <=50K -38, Private,99156, HS-grad,9, Divorced, Sales, Unmarried, White, Male,0,0,46, United-States, <=50K -52, Federal-gov,53905, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -41, Private,94210, HS-grad,9, Divorced, Handlers-cleaners, Unmarried, White, Male,0,0,48, United-States, <=50K -31, Private,116508, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,48, United-States, <=50K -31, Private,176711, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -50, Self-emp-not-inc,118058, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,55, United-States, >50K -23, State-gov,89285, Some-college,10, Never-married, Protective-serv, Not-in-family, Other, Female,99999,0,40, United-States, >50K -52, Private,91093, Some-college,10, Divorced, Sales, Not-in-family, Black, Female,0,0,40, United-States, <=50K -33, Private,204577, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,162041, Some-college,10, Divorced, Other-service, Unmarried, White, Female,0,0,30, United-States, <=50K -48, Private,175615, Some-college,10, Married-civ-spouse, Handlers-cleaners, Wife, White, Female,0,0,40, Japan, <=50K -40, Private,99679, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,3103,0,43, United-States, >50K -22, Private,263398, Some-college,10, Never-married, Tech-support, Not-in-family, White, Male,0,0,50, United-States, <=50K -55, Private,147653, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,24, United-States, <=50K -58,,32521, 11th,7, Married-spouse-absent,, Not-in-family, White, Female,0,0,20, United-States, <=50K -43, Self-emp-inc,198871, Assoc-voc,11, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,88, United-States, <=50K -34, Private,127651, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -19, Private,143608, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -50, Local-gov,50048, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,52, United-States, >50K -73,,378922, HS-grad,9, Married-spouse-absent,, Not-in-family, White, Female,0,0,20, Canada, <=50K -27, Private,292883, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, <=50K -62, Private,190491, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,45, United-States, >50K -57, State-gov,132145, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,45, United-States, >50K -34, Private,126853, Masters,14, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,40, Taiwan, >50K -22, Private,59184, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,30, United-States, <=50K -22, Private,663291, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,2105,0,40, United-States, <=50K -29, Local-gov,76978, Some-college,10, Never-married, Exec-managerial, Not-in-family, Black, Female,0,0,50, United-States, <=50K -34, Self-emp-not-inc,196512, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,2472,35, United-States, >50K -17,,103851, 11th,7, Never-married,, Own-child, White, Female,0,0,45, United-States, <=50K -35, Private,241126, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -65, Private,266828, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,24, United-States, >50K -27, Private,204984, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,1579,40, United-States, <=50K -46, Private,188950, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -35, Private,226528, Doctorate,16, Married-spouse-absent, Prof-specialty, Not-in-family, Other, Male,0,0,60, England, >50K -38, Private,268893, Assoc-voc,11, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,70, United-States, <=50K -36, Private,165473, Bachelors,13, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -49, Private,447554, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,40, United-States, >50K -54, Self-emp-inc,304955, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,30, United-States, <=50K -30, Private,198265, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -26, Private,395206, Some-college,10, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -32, Private,312667, Bachelors,13, Married-spouse-absent, Exec-managerial, Not-in-family, White, Male,2174,0,55, United-States, <=50K -23, Private,117767, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,36, United-States, <=50K -40, Private,170482, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Female,14344,0,45, United-States, >50K -29, Private,309778, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,7298,0,40, United-States, >50K -28, Private,289991, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -41, Federal-gov,255543, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -34, Private,119079, 11th,7, Married-civ-spouse, Machine-op-inspct, Own-child, Black, Male,0,0,40, United-States, <=50K -37, Private,318168, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, Black, Male,1055,0,20, United-States, <=50K -39, Private,67317, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,337953, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -55, Private,451603, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -30, Private,455995, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -33, State-gov,209768, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -55, Federal-gov,27385, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -33, State-gov,226296, HS-grad,9, Never-married, Transport-moving, Other-relative, White, Male,0,0,40, United-States, <=50K -47, Private,285335, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -28, Private,376700, Bachelors,13, Never-married, Sales, Own-child, Black, Male,6849,0,50, United-States, <=50K -33, Private,150324, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,49, United-States, <=50K -62, Private,96460, HS-grad,9, Separated, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -49,,188141, Some-college,10, Widowed,, Unmarried, White, Female,0,0,60, United-States, <=50K -42, Private,163985, HS-grad,9, Separated, Transport-moving, Not-in-family, White, Male,0,0,27, United-States, <=50K -63, Private,85420, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,5013,0,15, United-States, <=50K -21, Private,416103, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -65, Self-emp-inc,224357, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -28, Federal-gov,116062, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -51, Self-emp-not-inc,194259, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,15024,0,55,, >50K -33, Private,460408, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, Mexico, <=50K -67, Self-emp-not-inc,178878, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,12, United-States, <=50K -36, Private,416745, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -19, Private,292136, Some-college,10, Never-married, Tech-support, Not-in-family, White, Female,0,0,30, United-States, <=50K -60, Private,176731, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,104097, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Private,203482, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,360224, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -67, Private,23580, Assoc-acdm,12, Divorced, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -31, Self-emp-not-inc,195891, HS-grad,9, Married-civ-spouse, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -49, Private,182862, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,7688,0,40, United-States, >50K -64, Private,148956, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,30, United-States, <=50K -24,,95862, HS-grad,9, Never-married,, Not-in-family, White, Female,0,0,40, United-States, <=50K -19,,48393, Some-college,10, Never-married,, Own-child, White, Male,0,0,32, United-States, <=50K -40, Private,132633, Some-college,10, Divorced, Sales, Unmarried, White, Female,0,1741,40, United-States, <=50K -35, Local-gov,182074, HS-grad,9, Separated, Protective-serv, Not-in-family, White, Male,0,0,42, United-States, <=50K -19, State-gov,136848, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,8, United-States, <=50K -53, Private,197054, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -57, State-gov,243033, Some-college,10, Widowed, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -47, Self-emp-inc,154174, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, >50K -47, Private,59380, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,42, United-States, <=50K -38, Federal-gov,122240, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,55, United-States, >50K -38, Private,193945, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Private,350103, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -58, Private,32365, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -56, Private,94345, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -24,,166437, Bachelors,13, Never-married,, Not-in-family, White, Female,0,0,40, United-States, <=50K -36, Private,149653, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -57, Private,157271, 11th,7, Divorced, Other-service, Not-in-family, Black, Male,0,0,54, United-States, <=50K -60, Private,164599, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,40, United-States, >50K -81, Self-emp-inc,104443, HS-grad,9, Widowed, Sales, Not-in-family, White, Female,0,0,40,, <=50K -46, Private,411595, 5th-6th,3, Widowed, Machine-op-inspct, Unmarried, White, Female,0,0,40, Mexico, <=50K -18, Private,198368, 11th,7, Never-married, Other-service, Own-child, White, Male,594,0,10, United-States, <=50K -42, Self-emp-not-inc,115932, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,158397, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -31, Private,101345, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -26, Federal-gov,48853, Masters,14, Never-married, Tech-support, Not-in-family, White, Female,0,0,40, Cuba, <=50K -39, Private,38145, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,60, United-States, <=50K -31, Private,127651, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,38, United-States, >50K -28, Private,185896, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, Amer-Indian-Eskimo, Male,0,0,47, Mexico, <=50K -34, State-gov,92531, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -53, Private,195904, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, <=50K -41, State-gov,153095, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -34, Self-emp-not-inc,581025, 9th,5, Never-married, Other-service, Own-child, Black, Male,0,0,38, United-States, <=50K -61, Local-gov,202384, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,30, United-States, <=50K -46, Local-gov,122177, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -34, Private,405713, Some-college,10, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -67, Private,212185, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,10, United-States, <=50K -36, Private,266347, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,43, United-States, <=50K -31, Private,49469, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -35, Self-emp-not-inc,210830, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -37, Local-gov,188612, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -27, Private,104017, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,1902,30, United-States, >50K -23, Private,154785, Some-college,10, Never-married, Adm-clerical, Other-relative, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -20, Private,39477, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -72, Private,99554, 7th-8th,4, Married-civ-spouse, Handlers-cleaners, Wife, White, Female,0,0,10, Poland, <=50K -61, Private,255978, HS-grad,9, Widowed, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -41, Local-gov,98823, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -45, Federal-gov,109598, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Female,0,0,40, United-States, <=50K -24, Private,266971, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -22,,334593, Some-college,10, Never-married,, Not-in-family, White, Male,0,0,40, United-States, <=50K -20,,41035, HS-grad,9, Never-married,, Own-child, White, Male,0,0,60, United-States, <=50K -35, State-gov,238591, Some-college,10, Separated, Transport-moving, Not-in-family, Black, Male,0,0,40, United-States, <=50K -44, Local-gov,117012, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,1887,40, United-States, >50K -30, Private,192002, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -64, Private,137135, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,48, United-States, <=50K -69, Private,150600, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,35, United-States, <=50K -70, Private,117464, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,16, United-States, <=50K -42, Self-emp-not-inc,111971, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, <=50K -22, Private,290044, Bachelors,13, Never-married, Other-service, Not-in-family, White, Female,0,0,35, Canada, <=50K -17, Private,197186, 10th,6, Never-married, Sales, Own-child, White, Female,0,0,24, United-States, <=50K -51, Self-emp-not-inc,61127, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, >50K -30, Private,236379, 11th,7, Never-married, Transport-moving, Unmarried, White, Male,0,0,30, United-States, <=50K -31, Private,207100, Bachelors,13, Never-married, Exec-managerial, Own-child, Black, Female,0,0,40, United-States, <=50K -50, Self-emp-inc,288630, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -30, Private,203181, Assoc-voc,11, Never-married, Exec-managerial, Own-child, White, Male,0,0,36, United-States, <=50K -43, Private,146770, HS-grad,9, Married-spouse-absent, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -22, Private,191789, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -32, Private,453983, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,44, United-States, <=50K -32, Self-emp-not-inc,106014, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,50, United-States, <=50K -37, Private,218955, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Male,0,0,35, United-States, <=50K -62, Private,115771, Assoc-voc,11, Widowed, Sales, Unmarried, White, Female,0,0,33, United-States, <=50K -36, Private,305379, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, >50K -29, Private,53063, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -19, Private,139466, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,25, United-States, <=50K -64, State-gov,152537, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -32, Private,400535, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,330802, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -24, Private,117789, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -20, Private,330836, 11th,7, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -33, Private,323985, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,5, United-States, >50K -50, Local-gov,282701, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,4386,0,48, United-States, >50K -45, Private,180695, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Female,0,1408,40, United-States, <=50K -38, Private,314007, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,5178,0,40, United-States, >50K -51, Without-pay,124963, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -47, Private,380922, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,50, United-States, >50K -53, Local-gov,222381, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -33, Self-emp-not-inc,656488, Assoc-voc,11, Divorced, Tech-support, Unmarried, Black, Male,0,0,50, United-States, <=50K -38, Private,98776, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -47, Private,143050, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, <=50K -17, Private,118792, 11th,7, Never-married, Sales, Other-relative, White, Female,0,0,24, United-States, <=50K -21, Private,154964, HS-grad,9, Divorced, Machine-op-inspct, Other-relative, Black, Female,0,0,40, United-States, <=50K -41, Private,163847, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,45, United-States, >50K -28, Private,282398, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,35, United-States, <=50K -47, Private,78954, 11th,7, Divorced, Sales, Unmarried, White, Female,0,0,28, United-States, <=50K -38, Self-emp-not-inc,203988, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,55, United-States, >50K -54, Private,111130, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,50, United-States, >50K -45, Private,149388, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, United-States, >50K -45, Private,39464, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -29, Local-gov,94064, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -44, State-gov,342510, Doctorate,16, Married-civ-spouse, Prof-specialty, Wife, White, Female,7688,0,40, United-States, >50K -66, Self-emp-not-inc,163726, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,10, United-States, <=50K -35, Private,194496, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, <=50K -66, Self-emp-not-inc,298045, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,30, United-States, <=50K -24, Private,42100, Some-college,10, Never-married, Adm-clerical, Unmarried, White, Female,0,0,20, United-States, <=50K -30, Private,77143, Some-college,10, Never-married, Adm-clerical, Not-in-family, Black, Male,0,0,25, United-States, <=50K -38, Private,233197, Some-college,10, Divorced, Adm-clerical, Not-in-family, Black, Male,0,0,40, United-States, <=50K -17, Private,295120, 11th,7, Never-married, Adm-clerical, Own-child, White, Male,0,0,20, United-States, <=50K -20, Private,85021, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -54,,191659, 5th-6th,3, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -45, Self-emp-not-inc,244194, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,5178,0,40, United-States, >50K -32, Local-gov,287229, Some-college,10, Divorced, Other-service, Not-in-family, White, Female,0,0,30, Japan, <=50K -18, Private,324046, 10th,6, Never-married, Other-service, Own-child, White, Female,0,0,12, United-States, <=50K -33, State-gov,65018, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,20, China, <=50K -37, Private,421633, Assoc-voc,11, Divorced, Handlers-cleaners, Unmarried, Black, Female,0,0,40, United-States, <=50K -28, Private,93235, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -60, Local-gov,227232, HS-grad,9, Widowed, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -30,,121775, Assoc-voc,11, Never-married,, Not-in-family, White, Male,0,0,30, United-States, <=50K -36, Private,65382, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -19, Private,179422, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,35, United-States, <=50K -53, Federal-gov,276868, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -57, Private,87317, 10th,6, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,8, United-States, <=50K -32, Private,108247, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,3103,0,40, United-States, >50K -32, Private,197505, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -35, Self-emp-not-inc,127493, 10th,6, Married-civ-spouse, Other-service, Wife, White, Female,0,0,2, United-States, <=50K -51, Private,75640, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -38,,320811, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -46, Local-gov,247053, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -31, Private,119735, 9th,5, Never-married, Machine-op-inspct, Unmarried, White, Male,0,0,40, Mexico, <=50K -29, Private,157950, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -40, Private,113732, HS-grad,9, Divorced, Handlers-cleaners, Unmarried, Black, Female,0,0,40, United-States, <=50K -52, Self-emp-inc,224763, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, Cuba, <=50K -42, Self-emp-not-inc,40024, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,66, United-States, <=50K -42, Self-emp-not-inc,296594, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -43, Federal-gov,53956, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,55, United-States, >50K -38, Self-emp-inc,71009, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, Asian-Pac-Islander, Female,7298,0,40,, >50K -34, Private,191834, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,107236, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -47, Private,231284, HS-grad,9, Never-married, Farming-fishing, Not-in-family, Other, Male,0,0,40, Puerto-Rico, <=50K -31, State-gov,203488, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -20, Private,41721, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -48, Private,205100, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,99999,0,80, United-States, >50K -57, Private,75673, Some-college,10, Widowed, Adm-clerical, Unmarried, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -28,,105598, 11th,7, Never-married,, Not-in-family, White, Male,0,1762,40, Outlying-US(Guam-USVI-etc), <=50K -63, Self-emp-not-inc,177832, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,80, United-States, <=50K -24, Private,478457, 11th,7, Never-married, Prof-specialty, Not-in-family, Black, Female,0,0,30, United-States, <=50K -28, Local-gov,194759, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,1669,90, United-States, <=50K -64, Self-emp-not-inc,30310, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -29, Private,130010, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -23, Private,170302, HS-grad,9, Widowed, Exec-managerial, Unmarried, White, Male,0,0,38, United-States, <=50K -46, Private,120080, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -77, Private,183781, HS-grad,9, Widowed, Craft-repair, Unmarried, White, Female,0,0,5, United-States, <=50K -31, Private,422836, 5th-6th,3, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, El-Salvador, <=50K -46, Private,266860, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -25, Private,393456, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -20, State-gov,318382, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Private,354520, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, >50K -47, Private,123425, HS-grad,9, Never-married, Exec-managerial, Own-child, White, Male,0,0,41, United-States, <=50K -52, Private,123989, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -31, Private,175778, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -28, State-gov,73928, Bachelors,13, Never-married, Adm-clerical, Own-child, Asian-Pac-Islander, Female,0,0,40, United-States, >50K -31, Private,33731, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,40, United-States, >50K -41, Private,557349, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -23, Private,255252, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,30, United-States, <=50K -40, Private,219164, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Black, Male,5178,0,40, United-States, >50K -21, Local-gov,129050, Some-college,10, Never-married, Prof-specialty, Own-child, White, Female,0,0,35, United-States, <=50K -61, Private,111797, Assoc-voc,11, Divorced, Adm-clerical, Not-in-family, Black, Female,0,0,32, United-States, <=50K -34, Private,192900, Some-college,10, Never-married, Tech-support, Own-child, White, Male,0,0,40, United-States, <=50K -44, Private,56651, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,51961, Some-college,10, Never-married, Protective-serv, Not-in-family, Black, Male,0,0,55, Philippines, <=50K -37, Private,141584, Assoc-acdm,12, Married-civ-spouse, Other-service, Husband, White, Male,0,0,47, United-States, <=50K -18, Private,421350, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,20, United-States, <=50K -52, Private,24740, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,1740,55, United-States, <=50K -31, Local-gov,498267, HS-grad,9, Separated, Other-service, Own-child, Black, Male,0,0,40, United-States, <=50K -21, Private,117583, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -22, Private,191455, Some-college,10, Married-civ-spouse, Tech-support, Wife, Other, Female,0,0,15, United-States, <=50K -22, Private,135716, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,27766, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,323919, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -73, Local-gov,114561, 5th-6th,3, Widowed, Other-service, Other-relative, Asian-Pac-Islander, Female,0,0,25, Philippines, <=50K -17, Private,216137, 9th,5, Never-married, Sales, Own-child, White, Female,0,0,15, United-States, <=50K -49, Private,165539, HS-grad,9, Widowed, Exec-managerial, Not-in-family, Black, Female,0,0,35, United-States, <=50K -42, Private,32016, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,7298,0,40, United-States, >50K -35, Private,89040, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, >50K -45, Private,264514, Bachelors,13, Divorced, Adm-clerical, Not-in-family, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -50, Private,24790, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,181139, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,42, United-States, <=50K -18, Private,168514, 10th,6, Never-married, Sales, Unmarried, White, Female,0,0,25, United-States, <=50K -17, Private,354493, 11th,7, Never-married, Sales, Own-child, White, Male,0,0,6, United-States, <=50K -33, Private,206707, HS-grad,9, Divorced, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -43, Private,230684, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -43, Local-gov,192381, Bachelors,13, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -37, Private,397752, HS-grad,9, Married-spouse-absent, Farming-fishing, Other-relative, White, Male,0,0,12, Mexico, <=50K -52, State-gov,120173, 7th-8th,4, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,228394, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,50, United-States, <=50K -83, Private,186112, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -21, Private,272237, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,35, United-States, <=50K -45, Federal-gov,169711, Assoc-acdm,12, Married-civ-spouse, Protective-serv, Husband, White, Male,15024,0,72, United-States, >50K -40, Self-emp-not-inc,172560, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -61, Private,213700, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,32, United-States, >50K -23, Private,181820, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -19, Private,120361, HS-grad,9, Never-married, Handlers-cleaners, Own-child, Black, Male,0,0,40, United-States, <=50K -47, Local-gov,169324, Masters,14, Married-civ-spouse, Prof-specialty, Wife, Black, Female,4386,0,35, United-States, >50K -32, Private,262092, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,7298,0,50, United-States, >50K -24, Private,143436, Bachelors,13, Never-married, Prof-specialty, Own-child, Other, Female,0,0,10,, <=50K -43, Private,147099, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,30, United-States, >50K -55, Private,138594, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,56, United-States, >50K -58, Self-emp-not-inc,100606, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -25, Private,350850, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, >50K -23, Private,66432, Some-college,10, Separated, Sales, Unmarried, Black, Female,0,0,35, United-States, <=50K -44, Local-gov,229148, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,0,0,40, United-States, <=50K -20, Private,236601, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,20, United-States, <=50K -46, Private,144844, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,42, United-States, <=50K -19, Private,366088, 9th,5, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -37, Private,162164, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,442478, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,20, United-States, <=50K -25, Private,181814, 11th,7, Married-civ-spouse, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -49, Private,175109, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,5178,0,40, United-States, >50K -34, Self-emp-inc,152109, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -47, Private,246891, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,15024,0,45, United-States, >50K -30, Private,164802, Bachelors,13, Never-married, Exec-managerial, Not-in-family, Other, Female,8614,0,40, India, >50K -21, Private,57711, HS-grad,9, Never-married, Priv-house-serv, Not-in-family, White, Female,0,0,40, United-States, <=50K -22, Local-gov,117789, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,20, United-States, <=50K -67, Private,120900, 7th-8th,4, Widowed, Other-service, Not-in-family, White, Female,0,0,12, United-States, <=50K -28, Private,114673, Masters,14, Never-married, Prof-specialty, Unmarried, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -45, Private,78529, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,50, United-States, <=50K -46, Private,282165, HS-grad,9, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -48, Private,149337, Some-college,10, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, >50K -56, Private,250517, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -65,,76131, HS-grad,9, Never-married,, Unmarried, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -40, Private,352971, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -20,,243981, HS-grad,9, Never-married,, Own-child, Black, Female,0,0,40, United-States, <=50K -55,,421228, Masters,14, Married-civ-spouse,, Wife, White, Female,0,0,40, United-States, >50K -56, Private,94156, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,50, United-States, <=50K -35, Private,306868, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,65, United-States, <=50K -43, Private,187164, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -32, Private,179415, 10th,6, Married-civ-spouse, Handlers-cleaners, Other-relative, White, Male,0,0,40, United-States, <=50K -64, Private,45776, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,1762,79, United-States, <=50K -62, Private,256723, Some-college,10, Divorced, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K -53, Private,31909, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,45, United-States, >50K -68, Private,90526, 12th,8, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,35, United-States, <=50K -35,,127306, Some-college,10, Divorced,, Unmarried, White, Female,0,0,40, United-States, <=50K -24, Private,179423, Bachelors,13, Never-married, Prof-specialty, Other-relative, White, Female,0,0,40, United-States, <=50K -39, Private,140169, 10th,6, Separated, Other-service, Unmarried, White, Female,0,0,40, Mexico, <=50K -29, Private,37359, Bachelors,13, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,7298,0,40, United-States, >50K -24, Private,125813, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, Amer-Indian-Eskimo, Female,0,0,45, United-States, <=50K -33, Private,209415, 10th,6, Divorced, Protective-serv, Not-in-family, White, Female,0,0,32, United-States, <=50K -41, Private,206619, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -48, Private,283737, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -47, Private,162187, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -30, Self-emp-inc,191571, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, >50K -59, Private,33725, 9th,5, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -34, Private,236543, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,1590,40, United-States, <=50K -26, Federal-gov,73047, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,32, United-States, <=50K -20, Private,230574, 7th-8th,4, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, Mexico, <=50K -32, Private,178109, Bachelors,13, Never-married, Craft-repair, Not-in-family, White, Male,0,0,36, United-States, <=50K -58, Private,282023, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -31, Local-gov,101761, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -33, Private,98168, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,30, United-States, >50K -22, Private,287681, 11th,7, Never-married, Farming-fishing, Other-relative, White, Male,0,0,40, Mexico, <=50K -39,,265685, Some-college,10, Divorced,, Not-in-family, White, Male,0,0,65, Puerto-Rico, <=50K -38, State-gov,91670, Some-college,10, Divorced, Prof-specialty, Own-child, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -30, State-gov,61989, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,5, United-States, <=50K -23, Private,138513, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -27, Self-emp-not-inc,95423, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -31, Federal-gov,30917, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,72, United-States, <=50K -20,,316304, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -58, Private,102791, HS-grad,9, Divorced, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -42, Private,416506, Assoc-acdm,12, Never-married, Tech-support, Not-in-family, White, Male,14084,0,36, United-States, >50K -20, Self-emp-inc,245611, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,20, United-States, <=50K -47, Federal-gov,655066, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Other, Male,0,0,40, Peru, >50K -57, Self-emp-not-inc,87584, Doctorate,16, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,25, United-States, <=50K -47, Self-emp-not-inc,304223, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -49, Local-gov,40690, Bachelors,13, Never-married, Prof-specialty, Unmarried, White, Male,0,0,60, United-States, >50K -18, Private,348131, 11th,7, Never-married, Adm-clerical, Own-child, Black, Female,0,0,20, United-States, <=50K -64, Private,191477, 5th-6th,3, Widowed, Priv-house-serv, Unmarried, Black, Female,0,0,4, United-States, <=50K -29, Private,115438, HS-grad,9, Separated, Craft-repair, Unmarried, White, Male,0,0,35, United-States, <=50K -47, Federal-gov,176917, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,48, United-States, >50K -40,,104196, HS-grad,9, Separated,, Own-child, White, Male,0,0,45, United-States, <=50K -28, Private,202182, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -24, Private,308239, Bachelors,13, Never-married, Sales, Own-child, White, Male,0,0,4, United-States, <=50K -34, Private,163581, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,10520,0,40, Puerto-Rico, >50K -34, Local-gov,211239, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,6497,0,40, United-States, <=50K -31, Private,121321, 11th,7, Married-civ-spouse, Sales, Husband, White, Male,0,0,51, United-States, <=50K -23, State-gov,120172, HS-grad,9, Never-married, Tech-support, Not-in-family, White, Male,0,0,48, United-States, <=50K -20, Private,190916, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,1721,20, United-States, <=50K -25, Private,340288, 9th,5, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,426431, Some-college,10, Divorced, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -44, Self-emp-inc,226027, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -28, Private,278736, 12th,8, Never-married, Handlers-cleaners, Unmarried, White, Male,0,0,40, Mexico, <=50K -48, Private,168462, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -18,,379070, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -43, Private,214541, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,40, Canada, <=50K -52, Self-emp-inc,29887, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -53, Self-emp-not-inc,138022, 11th,7, Divorced, Craft-repair, Not-in-family, White, Male,0,0,60, United-States, <=50K -57, Self-emp-inc,208018, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -45, Private,126876, HS-grad,9, Divorced, Craft-repair, Own-child, White, Female,0,0,40, United-States, <=50K -45, Private,182703, Masters,14, Divorced, Adm-clerical, Not-in-family, Amer-Indian-Eskimo, Female,0,0,36, United-States, <=50K -34, Private,161153, 10th,6, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,35, United-States, <=50K -44, Self-emp-not-inc,168443, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -25, Private,335522, 9th,5, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, Mexico, <=50K -27, Private,220104, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,1876,50, United-States, <=50K -28,,162312, Some-college,10, Never-married,, Own-child, Asian-Pac-Islander, Male,0,0,40, South, <=50K -36, Private,104772, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -61, Private,161472, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -52, Private,91506, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,45, United-States, <=50K -19, Private,186717, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -53, Private,77927, 5th-6th,3, Never-married, Handlers-cleaners, Other-relative, Asian-Pac-Islander, Female,0,0,50, Philippines, <=50K -55, Private,140063, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -37, Self-emp-inc,317580, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,122533, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -29, Private,57423, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,45, United-States, <=50K -45, Private,103331, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -64, State-gov,417543, Doctorate,16, Widowed, Prof-specialty, Not-in-family, Black, Male,8614,0,50, United-States, >50K -56, Private,253854, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -56, Private,106850, Some-college,10, Widowed, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Self-emp-inc,314007, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,78, United-States, <=50K -23, Private,494371, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -29, Local-gov,270421, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -33, Private,203488, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1672,40, United-States, <=50K -35, Private,167691, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Female,0,0,20, United-States, <=50K -25, Private,198318, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, <=50K -37, Private,319831, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,55, United-States, >50K -28, Private,70240, Masters,14, Never-married, Sales, Own-child, Asian-Pac-Islander, Female,0,0,36, Philippines, <=50K -67, Private,227113, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,2457,40, United-States, <=50K -22, Private,168997, Assoc-voc,11, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -23, State-gov,231929, 12th,8, Never-married, Other-service, Not-in-family, White, Male,0,0,20, United-States, <=50K -22, Private,207969, Some-college,10, Never-married, Exec-managerial, Own-child, Black, Male,0,0,35, United-States, <=50K -68, Private,192656, Some-college,10, Widowed, Craft-repair, Not-in-family, White, Male,0,0,10, United-States, <=50K -31, Private,187215, HS-grad,9, Never-married, Priv-house-serv, Not-in-family, White, Female,0,0,40, El-Salvador, <=50K -51, Self-emp-inc,119570, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -64, Private,188659, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,20, United-States, >50K -35, Private,110013, Bachelors,13, Divorced, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -26, Private,55860, Masters,14, Never-married, Prof-specialty, Not-in-family, Black, Female,0,0,40, United-States, <=50K -42, Self-emp-inc,282069, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -20, Federal-gov,26585, HS-grad,9, Never-married, Other-service, Not-in-family, Amer-Indian-Eskimo, Female,0,0,25, United-States, <=50K -46, Self-emp-inc,218890, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,60, United-States, <=50K -35, Private,211154, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -51, Private,230095, 10th,6, Widowed, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -34, Private,737315, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,65, United-States, >50K -50, Private,144084, Bachelors,13, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -48, Self-emp-not-inc,48384, Bachelors,13, Divorced, Sales, Not-in-family, White, Male,0,0,60, United-States, <=50K -51, Private,541755, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,178778, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Male,0,1340,40, United-States, <=50K -28, Private,436198, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,30, United-States, <=50K -37, Private,82521, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,4064,0,46, United-States, <=50K -39, Private,367020, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -22, Private,174461, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -28, Private,162501, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -38, Private,193026, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -41, Private,218172, Bachelors,13, Married-spouse-absent, Exec-managerial, Not-in-family, White, Female,13550,0,60, United-States, >50K -41, Private,110318, Masters,14, Divorced, Other-service, Unmarried, White, Female,0,0,30, United-States, <=50K -36, Private,126675, 11th,7, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1579,40, United-States, <=50K -24, Private,116788, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,161092, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -28, Private,159109, 11th,7, Separated, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -28, Private,213191, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,50, United-States, <=50K -49, Private,240629, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,38, United-States, <=50K -17, Private,227960, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,10, Puerto-Rico, <=50K -54, Private,151580, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, France, >50K -41, Private,160893, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,45, United-States, <=50K -35, Local-gov,184117, Masters,14, Never-married, Prof-specialty, Own-child, White, Female,0,0,25, United-States, <=50K -18, Private,32059, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,23, United-States, <=50K -42, Private,361219, 11th,7, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -60, Private,334984, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,2231,40, United-States, >50K -49, Self-emp-not-inc,33300, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,84, United-States, <=50K -57, Private,199713, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,55, United-States, <=50K -43, Private,401134, Assoc-acdm,12, Divorced, Other-service, Unmarried, White, Female,0,2238,40, United-States, <=50K -37, Private,132702, Bachelors,13, Married-spouse-absent, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -28,,306693, Some-college,10, Married-civ-spouse,, Other-relative, White, Female,0,0,20, United-States, <=50K -20, Private,286166, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,60, United-States, <=50K -57, Private,123515, Assoc-voc,11, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -24, Private,132053, Assoc-acdm,12, Never-married, Adm-clerical, Own-child, White, Female,0,0,35, United-States, <=50K -20, Self-emp-inc,266400, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Female,0,0,40, United-States, <=50K -42, Local-gov,335248, Assoc-voc,11, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,36, United-States, <=50K -81, Private,36147, Prof-school,15, Married-civ-spouse, Farming-fishing, Husband, White, Male,10605,0,2, United-States, >50K -21, Private,266467, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,2205,40, United-States, <=50K -43, Private,143809, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,334366, Bachelors,13, Separated, Prof-specialty, Unmarried, White, Female,0,0,50, United-States, >50K -41, Private,347653, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40,, >50K -32, Private,386806, 5th-6th,3, Married-civ-spouse, Craft-repair, Husband, Other, Male,0,0,45, Mexico, >50K -48, Private,202322, 1st-4th,2, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, El-Salvador, <=50K -50, Private,594521, 9th,5, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -26, Private,174267, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,64, United-States, <=50K -18,,169542, 12th,8, Never-married,, Not-in-family, White, Female,0,0,30, United-States, <=50K -54, Private,227392, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -59, Federal-gov,99131, HS-grad,9, Never-married, Exec-managerial, Other-relative, White, Female,0,0,40, United-States, <=50K -38, Self-emp-inc,225860, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Male,0,0,40, United-States, <=50K -53, Private,287317, HS-grad,9, Divorced, Other-service, Not-in-family, Black, Male,0,0,40, United-States, <=50K -42, Private,46091, Bachelors,13, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -53, Private,170050, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -18, State-gov,352317, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -56, Private,225267, Some-college,10, Divorced, Sales, Not-in-family, White, Male,14084,0,60, United-States, >50K -28, Private,217545, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,0,0,40,, <=50K -33, Private,183778, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -43, Private,210013, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,49115, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,44, United-States, >50K -31, Private,310429, HS-grad,9, Separated, Handlers-cleaners, Not-in-family, White, Male,0,0,70, United-States, <=50K -33, Private,114691, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -46, Private,124356, Assoc-acdm,12, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -31, Private,51284, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,36, United-States, <=50K -47,,294443, Assoc-voc,11, Divorced,, Not-in-family, White, Female,0,0,40, United-States, <=50K -41, Private,200009, 10th,6, Divorced, Handlers-cleaners, Unmarried, White, Female,0,0,40, United-States, <=50K -28, Private,258862, Assoc-voc,11, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,18, United-States, <=50K -35, Private,37778, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -28, Private,402771, HS-grad,9, Married-spouse-absent, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -42, Federal-gov,201520, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,43, United-States, >50K -47, Local-gov,55237, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,44, United-States, <=50K -63,,52750, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -63, Local-gov,197189, Bachelors,13, Widowed, Prof-specialty, Not-in-family, White, Female,4650,0,48, United-States, <=50K -39, Private,96564, HS-grad,9, Divorced, Handlers-cleaners, Not-in-family, White, Female,0,0,40, United-States, <=50K -23, Private,334105, Assoc-acdm,12, Never-married, Tech-support, Own-child, White, Female,0,0,40, United-States, <=50K -41, Private,115323, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -31, Private,157289, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,52, United-States, <=50K -52, Private,320877, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, >50K -64, Self-emp-not-inc,198186, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,30,, <=50K -62, Private,195543, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,20, United-States, >50K -48, Private,103406, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,35, United-States, >50K -22,,320451, Some-college,10, Never-married,, Own-child, Asian-Pac-Islander, Male,0,0,24,, <=50K -18, Private,23940, Some-college,10, Never-married, Other-service, Not-in-family, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -46, Private,45857, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,33, United-States, <=50K -29, Private,195557, Assoc-acdm,12, Divorced, Handlers-cleaners, Not-in-family, White, Female,0,0,40, United-States, <=50K -44, Private,229148, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, Black, Male,0,0,35, United-States, <=50K -21,,152328, Bachelors,13, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -47, Private,186157, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -60, Private,127712, Assoc-voc,11, Widowed, Machine-op-inspct, Not-in-family, White, Female,0,0,45, Poland, <=50K -24, Private,254351, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,35, United-States, <=50K -61, Private,182163, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,40, United-States, >50K -34, Private,442656, 11th,7, Never-married, Sales, Unmarried, White, Female,0,0,65, Guatemala, <=50K -30, Private,111363, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -36, Local-gov,491000, Assoc-acdm,12, Never-married, Prof-specialty, Own-child, Black, Male,0,0,40, United-States, <=50K -45, State-gov,156065, Bachelors,13, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -45, Private,243743, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -47, Self-emp-not-inc,173938, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Male,0,2258,20, United-States, <=50K -37, Private,86308, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, Asian-Pac-Islander, Female,0,0,40, Philippines, >50K -35, Private,216068, Assoc-acdm,12, Divorced, Tech-support, Unmarried, White, Female,0,0,40, United-States, <=50K -23, Private,237432, 12th,8, Never-married, Other-service, Not-in-family, White, Male,0,0,60, United-States, <=50K -34, Private,177216, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,40, United-States, <=50K -27, Private,212895, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -44, Self-emp-not-inc,122749, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, Germany, <=50K -44, Private,254303, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, Hungary, >50K -20, Private,73679, HS-grad,9, Never-married, Transport-moving, Own-child, White, Female,0,0,35, United-States, <=50K -30, Private,455995, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -33, Private,214288, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,1848,48, United-States, >50K -28, Private,228075, 5th-6th,3, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, Hong, <=50K -35, Private,412017, 10th,6, Divorced, Sales, Unmarried, White, Female,0,0,38, United-States, <=50K -41, Private,236900, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -33, Private,289442, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -33, Local-gov,237298, Some-college,10, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -36, State-gov,47072, HS-grad,9, Widowed, Other-service, Unmarried, White, Female,0,0,8, United-States, <=50K -25, Private,197036, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -19, State-gov,175507, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,18, United-States, <=50K -53, Private,350131, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,48, United-States, >50K -35, Private,150057, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,4386,0,48, United-States, <=50K -40, Self-emp-inc,190650, Bachelors,13, Married-civ-spouse, Sales, Husband, Asian-Pac-Islander, Male,0,0,45, South, >50K -27, Private,430672, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,55, United-States, <=50K -50, Private,99316, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,50, United-States, <=50K -47,,191776, Some-college,10, Married-civ-spouse,, Wife, White, Female,0,0,8, United-States, <=50K -33, Private,97723, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,1887,50, United-States, >50K -28,,197288, 11th,7, Never-married,, Unmarried, Black, Female,0,0,30, United-States, <=50K -36, Private,239409, HS-grad,9, Divorced, Farming-fishing, Not-in-family, White, Male,0,0,50, United-States, <=50K -48, Private,195554, 7th-8th,4, Divorced, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -48, Self-emp-not-inc,76855, Some-college,10, Divorced, Transport-moving, Unmarried, White, Female,0,0,53, United-States, <=50K -43, Private,281315, Some-college,10, Divorced, Sales, Not-in-family, White, Male,0,0,42, United-States, <=50K -76, Local-gov,224058, 10th,6, Divorced, Transport-moving, Not-in-family, Black, Male,0,0,20, United-States, <=50K -23, Private,232799, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Female,2977,0,55, United-States, <=50K -29, Private,174163, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -57, Private,47178, 5th-6th,3, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -62, Self-emp-not-inc,97950, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,6, United-States, <=50K -26, Private,342765, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,50, United-States, <=50K -42, Local-gov,209818, Bachelors,13, Divorced, Prof-specialty, Other-relative, White, Female,0,0,55, United-States, <=50K -36, Private,349534, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,31, United-States, >50K -43, Self-emp-inc,170214, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,75, United-States, <=50K -28, Private,145284, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -33, Private,124161, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -48, Private,105357, HS-grad,9, Never-married, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -32, Private,355700, Prof-school,15, Married-AF-spouse, Prof-specialty, Wife, White, Female,99999,0,60, United-States, >50K -30, Private,99928, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -18, Private,308739, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -58, Self-emp-inc,179781, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,70, United-States, >50K -52, Federal-gov,297906, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,40,, >50K -25, Private,189663, Masters,14, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -39, Self-emp-not-inc,339029, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -39, Self-emp-not-inc,87076, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,45, United-States, >50K -18, Private,109928, HS-grad,9, Never-married, Adm-clerical, Own-child, Black, Female,0,0,40, United-States, <=50K -55, Private,218456, HS-grad,9, Divorced, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -26, Local-gov,176756, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,75, United-States, >50K -69,,214923, Prof-school,15, Married-civ-spouse,, Husband, White, Male,0,0,35, United-States, >50K -21, Private,191789, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,10,, <=50K -19, Private,238383, 10th,6, Never-married, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -21, Private,315476, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,25, United-States, <=50K -36, Private,195148, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -49,,174274, HS-grad,9, Widowed,, Not-in-family, White, Female,0,0,80, United-States, <=50K -42, Private,143208, 7th-8th,4, Divorced, Other-service, Unmarried, White, Female,0,0,40,, <=50K -40, Private,30201, Assoc-voc,11, Divorced, Handlers-cleaners, Not-in-family, White, Female,0,0,35, United-States, <=50K -35, Self-emp-inc,200352, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,45, United-States, >50K -31, Private,117028, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,30, Poland, <=50K -45, Private,44489, HS-grad,9, Widowed, Farming-fishing, Unmarried, White, Male,0,0,65, United-States, <=50K -52, Private,236222, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -23, Private,496856, Assoc-acdm,12, Never-married, Sales, Own-child, White, Female,0,0,35, United-States, <=50K -29, Private,132675, 11th,7, Separated, Other-service, Own-child, Black, Female,0,0,40, United-States, <=50K -42, Private,89226, Assoc-voc,11, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, >50K -36,,112660, HS-grad,9, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -61, Federal-gov,294466, Some-college,10, Divorced, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -58, Private,201011, 7th-8th,4, Separated, Other-service, Not-in-family, White, Female,0,0,24, United-States, <=50K -47, Private,27624, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,65, United-States, >50K -31, Private,385959, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,50, United-States, <=50K -53, Private,214691, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,80, United-States, <=50K -34, Private,196253, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -62, Local-gov,242341, Some-college,10, Divorced, Prof-specialty, Not-in-family, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -23, Private,195016, Some-college,10, Never-married, Prof-specialty, Not-in-family, Other, Female,0,0,35, United-States, <=50K -47, Private,174794, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, England, >50K -59, Self-emp-not-inc,134470, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,2635,0,60, United-States, <=50K -17, Private,166360, 10th,6, Never-married, Craft-repair, Own-child, White, Female,0,0,30, United-States, <=50K -40, Local-gov,26671, Bachelors,13, Divorced, Prof-specialty, Unmarried, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -38, Self-emp-not-inc,589838, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,47, United-States, <=50K -45, Private,149169, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -46, Private,287920, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,5013,0,40, United-States, <=50K -57, Private,56080, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,60, United-States, <=50K -22, State-gov,211798, Assoc-voc,11, Never-married, Adm-clerical, Own-child, White, Male,0,0,10, United-States, <=50K -30, Private,415266, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -42, Private,147110, Bachelors,13, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,228873, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,7298,0,60, United-States, >50K -40, Private,305348, 9th,5, Never-married, Craft-repair, Other-relative, Black, Male,0,0,40, United-States, <=50K -50, Federal-gov,189831, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,7298,0,50, United-States, >50K -45, Private,247379, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -38, Federal-gov,198841, Some-college,10, Separated, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -29, Private,364986, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1628,47, United-States, <=50K -31, Private,203488, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,44, United-States, >50K -31, Private,141118, HS-grad,9, Separated, Other-service, Unmarried, White, Female,0,0,24, United-States, <=50K -49, Self-emp-not-inc,155862, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, >50K -46, Private,324550, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -55, Private,174353, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,35, United-States, <=50K -82, Self-emp-not-inc,181912, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,12, United-States, <=50K -45, Private,168191, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,15024,0,37, United-States, >50K -35,,216068, Assoc-acdm,12, Married-civ-spouse,, Wife, White, Female,5178,0,12, United-States, >50K -41, Private,125461, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -21, Private,162688, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -19, Private,234406, 12th,8, Never-married, Sales, Own-child, White, Female,0,0,30, United-States, <=50K -41, State-gov,114537, HS-grad,9, Separated, Handlers-cleaners, Unmarried, White, Male,0,0,40, United-States, <=50K -40, Private,68111, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,45, United-States, <=50K -44, Private,322799, HS-grad,9, Separated, Machine-op-inspct, Own-child, Black, Male,0,0,40, United-States, <=50K -21, Private,479296, HS-grad,9, Never-married, Other-service, Other-relative, White, Male,0,0,40, United-States, <=50K -39, Private,323385, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,70, United-States, <=50K -63, Private,162772, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,35, United-States, >50K -53, Private,27166, HS-grad,9, Married-spouse-absent, Transport-moving, Not-in-family, White, Male,10520,0,40, United-States, >50K -55,,142642, HS-grad,9, Married-spouse-absent,, Unmarried, Black, Female,0,0,40, United-States, <=50K -19, Private,162954, Some-college,10, Married-AF-spouse, Handlers-cleaners, Wife, White, Female,0,0,40, United-States, <=50K -45, Federal-gov,90533, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,45, United-States, <=50K -52, Private,234286, Some-college,10, Divorced, Transport-moving, Not-in-family, White, Male,0,0,84, United-States, <=50K -17, Private,355559, 12th,8, Never-married, Prof-specialty, Own-child, White, Male,0,0,18, United-States, <=50K -35, Private,32528, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -45, Private,132847, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,50, United-States, <=50K -46, Private,279724, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,45, United-States, <=50K -50, Private,30827, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -25, Private,179772, HS-grad,9, Never-married, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -39, Private,112264, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,93690, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -52, Local-gov,178983, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -55,,194740, 10th,6, Widowed,, Not-in-family, White, Female,0,0,45, United-States, <=50K -48, Local-gov,283037, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,312485, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,32, United-States, <=50K -30, Private,202450, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -29, Local-gov,272569, 10th,6, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K -53, Private,231865, 12th,8, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -26, Private,195693, HS-grad,9, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, Jamaica, <=50K -27, Private,108574, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -58, Self-emp-not-inc,605504, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -19, Self-emp-not-inc,140985, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, England, <=50K -22, State-gov,160369, Some-college,10, Never-married, Other-service, Own-child, Black, Male,0,0,20, United-States, <=50K -29, Private,303440, Assoc-voc,11, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -44, Private,263871, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -55, Private,28338, Assoc-voc,11, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -36, Self-emp-inc,298624, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,30, United-States, >50K -41, Private,139126, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,40, United-States, >50K -57, Private,197994, HS-grad,9, Never-married, Other-service, Other-relative, Black, Female,0,0,32, United-States, <=50K -34, Local-gov,241259, HS-grad,9, Never-married, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, <=50K -80, Self-emp-not-inc,248568, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,30, United-States, <=50K -59, Self-emp-not-inc,304779, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,35, United-States, <=50K -58, Private,143266, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,169719, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,38, United-States, <=50K -34, Private,257128, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -45, Private,78507, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -28, Private,490332, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,3103,0,40, United-States, >50K -32, Private,244200, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,50, Puerto-Rico, <=50K -44, Self-emp-not-inc,95298, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,70, United-States, >50K -23, Private,329174, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -33, Private,107142, 12th,8, Never-married, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -39, State-gov,33975, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,45, United-States, <=50K -26, Private,201579, Some-college,10, Never-married, Craft-repair, Unmarried, White, Male,0,0,40, Mexico, <=50K -39, Self-emp-not-inc,122852, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, >50K -35, Private,272742, HS-grad,9, Divorced, Sales, Not-in-family, White, Male,27828,0,60, United-States, >50K -53, Private,161691, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Female,4865,0,40, United-States, <=50K -41, Local-gov,223410, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,40, United-States, >50K -90, Private,250832, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,2414,0,40, United-States, <=50K -44, Local-gov,282069, Assoc-voc,11, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -19, Private,369164, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -81, Self-emp-not-inc,218521, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,21, United-States, <=50K -19, Private,136405, Assoc-voc,11, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -40, Private,199018, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -28, Local-gov,299249, HS-grad,9, Divorced, Protective-serv, Not-in-family, White, Female,0,0,40, United-States, <=50K -50, Private,235567, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,52, United-States, <=50K -51, Self-emp-not-inc,73493, Some-college,10, Separated, Exec-managerial, Not-in-family, White, Female,0,0,60, United-States, <=50K -54, Private,320012, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -37, Self-emp-inc,183898, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -31, State-gov,190027, Some-college,10, Never-married, Other-service, Own-child, Black, Female,0,0,40, United-States, <=50K -31, Private,87891, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,304001, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -40, Private,171424, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -19, Private,123807, HS-grad,9, Never-married, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -22,,210802, Some-college,10, Never-married,, Own-child, Black, Female,0,0,24, United-States, <=50K -25, Private,80220, 12th,8, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -19, Private,216413, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -23, Private,423453, HS-grad,9, Never-married, Sales, Own-child, Black, Female,0,0,16, United-States, <=50K -30, Private,178835, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, <=50K -35, Private,304001, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,167482, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -32, Private,26543, Some-college,10, Separated, Prof-specialty, Not-in-family, White, Male,0,2231,40, United-States, >50K -52, Private,176409, Bachelors,13, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -46, State-gov,87018, Bachelors,13, Never-married, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -24, Private,251603, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -44, Local-gov,366180, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -42, Private,186916, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,2415,55, United-States, >50K -30, Self-emp-not-inc,164461, 11th,7, Divorced, Sales, Unmarried, White, Male,0,653,40, United-States, <=50K -42, Private,54102, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -48, Self-emp-not-inc,199058, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,35, United-States, >50K -22, Private,293324, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -47, Private,96798, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -65, Self-emp-not-inc,132340, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,3, United-States, <=50K -45, Private,175925, Bachelors,13, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -17, Self-emp-not-inc,33230, 11th,7, Never-married, Farming-fishing, Own-child, White, Male,0,0,15, United-States, <=50K -20, Local-gov,298871, HS-grad,9, Never-married, Other-service, Own-child, Asian-Pac-Islander, Male,0,0,10, United-States, <=50K -26, Private,142760, Assoc-voc,11, Never-married, Sales, Not-in-family, Black, Male,0,0,50, United-States, <=50K -30, Private,200700, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -48, Private,117310, Bachelors,13, Divorced, Adm-clerical, Unmarried, White, Female,0,0,60,, <=50K -44, Private,238188, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,354496, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -18, Private,416541, 9th,5, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,16, United-States, <=50K -52, Private,42902, 9th,5, Separated, Other-service, Not-in-family, Black, Male,0,0,40, United-States, <=50K -30, Private,180317, Assoc-voc,11, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -50, Private,378581, 12th,8, Never-married, Protective-serv, Other-relative, Black, Male,0,0,40, United-States, <=50K -45, Local-gov,213620, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, >50K -58, Private,186905, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,99999,0,40, United-States, >50K -47, Private,182054, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -64, Local-gov,189634, Some-college,10, Widowed, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -25, Local-gov,170070, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, >50K -42, Private,445382, Assoc-acdm,12, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -46, Self-emp-inc,168211, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,75, United-States, >50K -22, Private,341760, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -26, Private,152452, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -49, Private,558752, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,3674,0,40, United-States, <=50K -28, Private,153813, Some-college,10, Never-married, Exec-managerial, Unmarried, White, Female,0,0,38, United-States, <=50K -54, Private,81859, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -47, Self-emp-not-inc,51664, 11th,7, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -46, Private,334421, Bachelors,13, Divorced, Sales, Unmarried, Asian-Pac-Islander, Female,0,0,40, China, <=50K -35, Private,239415, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,42, United-States, <=50K -57, Local-gov,62701, Some-college,10, Widowed, Exec-managerial, Not-in-family, White, Male,6849,0,40, United-States, <=50K -37, Self-emp-inc,347491, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -54, Local-gov,108739, 11th,7, Widowed, Protective-serv, Unmarried, Black, Female,0,0,40, United-States, <=50K -34, Private,340917, HS-grad,9, Separated, Machine-op-inspct, Not-in-family, White, Male,2174,0,45, United-States, <=50K -54, Federal-gov,160636, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Female,0,0,40, Mexico, <=50K -49, Private,116927, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -24, Private,179423, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -18, Private,347829, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,4, United-States, <=50K -62, Self-emp-not-inc,56317, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50,, >50K -37, Self-emp-inc,347189, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -42, Private,201520, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -43, Private,43533, 5th-6th,3, Separated, Other-service, Other-relative, White, Female,0,0,40, El-Salvador, <=50K -20, Private,313786, HS-grad,9, Never-married, Exec-managerial, Unmarried, Black, Female,0,0,40, United-States, <=50K -36, Private,367216, Some-college,10, Married-spouse-absent, Other-service, Own-child, White, Female,0,0,28, United-States, <=50K -23, Private,408988, Some-college,10, Never-married, Adm-clerical, Unmarried, White, Female,0,0,38, United-States, <=50K -48, Private,175662, HS-grad,9, Widowed, Adm-clerical, Unmarried, White, Female,0,0,24, United-States, <=50K -77, Self-emp-not-inc,161552, Preschool,1, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,60, United-States, <=50K -26, Private,311743, HS-grad,9, Separated, Other-service, Unmarried, White, Female,0,0,39, United-States, <=50K -25, Private,323229, Bachelors,13, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,163204, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,1740,40, United-States, <=50K -25, Private,201481, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -27, Private,154210, Assoc-acdm,12, Married-civ-spouse, Transport-moving, Husband, Asian-Pac-Islander, Male,0,0,40,, <=50K -36, Local-gov,247547, HS-grad,9, Separated, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -51, Self-emp-inc,254230, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,58, United-States, >50K -33, Private,156464, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,50, United-States, >50K -31, Private,108322, Some-college,10, Married-AF-spouse, Craft-repair, Husband, White, Male,0,0,28, United-States, <=50K -33, Private,213179, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -24, Private,160122, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Male,0,0,20, United-States, <=50K -64,,80392, HS-grad,9, Widowed,, Not-in-family, White, Female,0,0,4, United-States, <=50K -36, Local-gov,254202, Prof-school,15, Divorced, Prof-specialty, Unmarried, White, Female,0,0,24, Germany, <=50K -26, State-gov,232914, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -31, Local-gov,206609, Bachelors,13, Never-married, Protective-serv, Not-in-family, White, Male,0,1876,40, United-States, <=50K -33, Private,44623, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -22,,199005, Assoc-acdm,12, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -37, Private,403344, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,118577, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,25, United-States, >50K -37, Private,122889, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,7298,0,40, Taiwan, >50K -23, Private,196508, Some-college,10, Never-married, Adm-clerical, Own-child, Black, Female,0,0,24, United-States, <=50K -26, Private,40915, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -37, Private,143774, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,50, United-States, <=50K -22, Private,173004, HS-grad,9, Never-married, Machine-op-inspct, Other-relative, Black, Male,0,0,1, United-States, <=50K -49, Private,353824, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1887,40, United-States, >50K -53, Private,171058, Some-college,10, Divorced, Handlers-cleaners, Unmarried, White, Female,0,0,40, United-States, <=50K -40, Private,335400, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, Dominican-Republic, <=50K -30, Local-gov,263650, Bachelors,13, Never-married, Sales, Unmarried, Black, Female,0,0,17, United-States, <=50K -59, Private,187025, HS-grad,9, Divorced, Adm-clerical, Not-in-family, Black, Male,0,0,40, United-States, <=50K -49, Private,149218, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,0,0,50, United-States, <=50K -26, Private,190916, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -50, Private,240989, 1st-4th,2, Married-civ-spouse, Farming-fishing, Other-relative, White, Male,0,0,40, Mexico, <=50K -47, Private,216093, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,15024,0,40, United-States, >50K -42, Private,111483, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -24, Private,214810, Assoc-voc,11, Never-married, Sales, Not-in-family, White, Female,0,0,35, United-States, <=50K -46, Private,165402, HS-grad,9, Married-civ-spouse, Craft-repair, Wife, White, Female,5178,0,40, United-States, >50K -50, Federal-gov,36489, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -18, Private,173923, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,10, United-States, <=50K -20, Private,273147, HS-grad,9, Never-married, Machine-op-inspct, Own-child, Black, Male,0,0,40, United-States, <=50K -18, Private,113814, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -41, Private,118768, Assoc-acdm,12, Never-married, Craft-repair, Not-in-family, White, Male,0,0,48, United-States, <=50K -62, Federal-gov,34916, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -36, Private,73023, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,70, United-States, <=50K -46, State-gov,179869, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -48, Federal-gov,259131, Some-college,10, Divorced, Adm-clerical, Unmarried, Black, Male,5455,0,40, United-States, <=50K -52, Private,257756, Assoc-voc,11, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, Germany, <=50K -53, Private,448862, HS-grad,9, Never-married, Transport-moving, Unmarried, Black, Male,0,0,40, United-States, <=50K -31, Private,150553, Assoc-acdm,12, Never-married, Tech-support, Not-in-family, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -30, Private,205152, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,35, United-States, >50K -26, Private,220499, HS-grad,9, Never-married, Handlers-cleaners, Unmarried, White, Male,0,0,40, United-States, <=50K -19, Private,134252, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,35, United-States, <=50K -20, Private,175808, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -35, Private,185621, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -24, Private,278391, Assoc-acdm,12, Never-married, Sales, Own-child, White, Male,0,0,30, United-States, <=50K -22, Self-emp-not-inc,174907, Some-college,10, Never-married, Prof-specialty, Own-child, White, Female,0,0,15, United-States, <=50K -40, Private,175642, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,60, United-States, >50K -24, Self-emp-not-inc,216889, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -34, Private,183557, HS-grad,9, Separated, Adm-clerical, Not-in-family, White, Female,0,0,20, United-States, <=50K -24, Private,196674, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,169188, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -46, Private,203785, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -49, Private,196707, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -37, Private,190297, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,45, United-States, >50K -18, Private,255595, 11th,7, Never-married, Prof-specialty, Own-child, White, Male,0,0,5, United-States, <=50K -38, Self-emp-not-inc,374983, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, <=50K -21, Private,176178, Bachelors,13, Married-civ-spouse, Sales, Other-relative, White, Female,0,0,35, United-States, <=50K -35, Private,181165, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -43, Local-gov,212490, Assoc-voc,11, Divorced, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -61, Private,215766, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -46, Private,261688, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -39, Private,123417, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,60, United-States, <=50K -29, Private,108431, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,2415,40, United-States, >50K -58, Private,32954, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -47, Private,224752, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -35, Private,122353, 11th,7, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,40, United-States, <=50K -37, Private,176159, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -28, Private,189407, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, <=50K -26, Private,181772, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -36, Self-emp-not-inc,109133, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -49, Self-emp-not-inc,165229, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -23, State-gov,315449, Some-college,10, Never-married, Adm-clerical, Own-child, Black, Male,0,0,20, United-States, <=50K -40, Private,37848, HS-grad,9, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -37, Federal-gov,54595, HS-grad,9, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -20,,127914, Some-college,10, Never-married,, Other-relative, White, Male,0,0,40, United-States, <=50K -20, Private,121596, Some-college,10, Never-married, Other-service, Own-child, White, Female,2907,0,35, United-States, <=50K -38, Private,95336, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -40,,299197, HS-grad,9, Never-married,, Not-in-family, White, Male,0,0,23, United-States, <=50K -58, Private,299991, 11th,7, Divorced, Adm-clerical, Not-in-family, White, Female,3674,0,40, United-States, <=50K -28, Private,70034, 9th,5, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, Portugal, <=50K -30, Private,256970, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,35, United-States, >50K -29, Private,108706, Some-college,10, Married-civ-spouse, Tech-support, Wife, White, Female,0,0,40, United-States, <=50K -52, Private,227832, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -26, Private,272865, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,60070, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,24, United-States, <=50K -40, Private,223730, Masters,14, Divorced, Exec-managerial, Unmarried, White, Female,0,0,38, United-States, <=50K -51, Self-emp-not-inc,22743, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,1740,40, United-States, <=50K -26, Private,195994, Bachelors,13, Separated, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -19,,181242, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -64, Private,133169, 11th,7, Widowed, Machine-op-inspct, Not-in-family, White, Female,0,0,40, India, <=50K -22, Private,99199, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,50, United-States, <=50K -40, Private,246949, HS-grad,9, Divorced, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -31, Private,284889, Bachelors,13, Widowed, Sales, Unmarried, White, Female,0,0,41, United-States, <=50K -35, Private,150309, Some-college,10, Married-civ-spouse, Transport-moving, Husband, Amer-Indian-Eskimo, Male,0,1887,40, United-States, >50K -24, Private,201799, Bachelors,13, Never-married, Transport-moving, Own-child, White, Female,0,0,84, United-States, <=50K -58, Private,52090, Prof-school,15, Divorced, Tech-support, Unmarried, White, Male,0,0,40, United-States, >50K -83, Local-gov,107338, Some-college,10, Widowed, Prof-specialty, Not-in-family, White, Male,0,0,12, United-States, <=50K -45, Private,32356, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, >50K -47, Private,50092, Bachelors,13, Divorced, Exec-managerial, Unmarried, Other, Male,0,1138,40, United-States, <=50K -28, Private,311446, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -29, Federal-gov,128553, Assoc-voc,11, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -23, Private,203203, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -30, Self-emp-not-inc,429281, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,40,, <=50K -31, Private,192660, Assoc-voc,11, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,30, United-States, <=50K -30, Local-gov,170449, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, >50K -57,,221417, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, >50K -80,,156942, 1st-4th,2, Separated,, Not-in-family, Black, Male,0,0,15, United-States, <=50K -21, Private,177504, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,35, United-States, <=50K -24, Private,378546, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,39, United-States, <=50K -39, Self-emp-not-inc,33001, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,213722, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, >50K -36, Private,152307, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,7298,0,55, United-States, >50K -61, Self-emp-not-inc,53777, Prof-school,15, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -23, Private,60668, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,55, United-States, <=50K -34, Private,132544, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,99, United-States, <=50K -53, Private,277772, HS-grad,9, Divorced, Handlers-cleaners, Unmarried, Black, Female,0,0,40, United-States, <=50K -23, Private,415755, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,30, United-States, <=50K -51, Private,136080, HS-grad,9, Divorced, Sales, Other-relative, White, Female,0,0,31, United-States, <=50K -29, Private,241607, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,2597,0,40, United-States, <=50K -22, Private,180190, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -19, Private,400356, Some-college,10, Married-spouse-absent, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -55, Federal-gov,154274, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Female,8614,0,40, United-States, >50K -48, Private,146497, HS-grad,9, Widowed, Sales, Unmarried, White, Female,0,0,37, United-States, <=50K -47, Private,189498, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,65, United-States, >50K -32, Private,65942, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,56, United-States, <=50K -27, Self-emp-not-inc,151382, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -41, Private,56651, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -25, Private,164488, Assoc-acdm,12, Never-married, Exec-managerial, Own-child, White, Male,0,0,45, United-States, <=50K -27, Local-gov,183061, HS-grad,9, Never-married, Farming-fishing, Own-child, Amer-Indian-Eskimo, Male,0,0,60, United-States, <=50K -31, Private,289228, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,35, United-States, <=50K -28, Private,38918, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -23, Private,194630, HS-grad,9, Separated, Machine-op-inspct, Own-child, White, Male,0,0,53, United-States, <=50K -31, Private,262848, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -21, Private,157595, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,35, United-States, <=50K -26, Private,102476, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -45, Local-gov,93663, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,35, United-States, <=50K -30, Private,202450, HS-grad,9, Divorced, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -45, Private,72393, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,35, United-States, <=50K -27, Private,53147, HS-grad,9, Never-married, Craft-repair, Not-in-family, Black, Male,0,0,40, United-States, <=50K -29, Self-emp-not-inc,337944, 11th,7, Separated, Transport-moving, Not-in-family, White, Male,0,0,60, United-States, <=50K -31, Private,37939, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -57, Private,118993, 9th,5, Married-civ-spouse, Transport-moving, Other-relative, White, Female,0,0,40,, <=50K -60, Private,772919, Bachelors,13, Married-civ-spouse, Other-service, Husband, White, Male,0,0,25, United-States, <=50K -26, Private,143062, Some-college,10, Divorced, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -31, Local-gov,32593, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -39, Private,167882, 12th,8, Never-married, Other-service, Unmarried, Black, Female,0,0,48, Haiti, <=50K -52, Local-gov,48413, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -50, Private,123429, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -61, Private,244261, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -37, State-gov,318891, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -20, Private,259788, HS-grad,9, Never-married, Handlers-cleaners, Own-child, Black, Male,0,0,40, United-States, <=50K -42, Self-emp-not-inc,248876, Some-college,10, Divorced, Craft-repair, Unmarried, White, Male,0,0,55, United-States, <=50K -63, Federal-gov,334418, 1st-4th,2, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,40, Puerto-Rico, <=50K -38, Self-emp-not-inc,166497, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,60, United-States, >50K -54, Self-emp-not-inc,260833, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,45, United-States, >50K -35, Private,107477, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -20, Private,37932, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,45, United-States, <=50K -58, Self-emp-not-inc,216948, 10th,6, Separated, Sales, Other-relative, Other, Male,0,0,40, Cuba, <=50K -38, Private,157473, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,48, United-States, <=50K -21,,117222, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -27, Self-emp-inc,186733, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -53, Private,231472, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,50, United-States, >50K -31, Local-gov,187689, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,323985, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,45, United-States, <=50K -53, Private,270655, 12th,8, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,45, United-States, >50K -36, Private,301614, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,45, Mexico, <=50K -25, Private,112754, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -23,,35633, Some-college,10, Never-married,, Not-in-family, White, Male,0,0,40,, <=50K -30, Self-emp-not-inc,112358, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -57, Self-emp-not-inc,247337, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,72, United-States, <=50K -40, Self-emp-inc,115411, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,65, United-States, >50K -42, State-gov,884434, Some-college,10, Separated, Prof-specialty, Unmarried, Black, Female,0,0,40, United-States, <=50K -55, Private,72812, HS-grad,9, Separated, Sales, Not-in-family, White, Male,0,0,36, United-States, <=50K -26, Private,192549, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -43, Self-emp-not-inc,54310, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Male,0,0,50, United-States, <=50K -58, Self-emp-not-inc,33386, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Wife, White, Female,0,0,20, United-States, <=50K -30, Private,233433, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,45, United-States, <=50K -24, Private,106373, HS-grad,9, Divorced, Handlers-cleaners, Unmarried, White, Male,0,0,40, United-States, <=50K -60, Private,215591, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -39, Private,184531, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -40, Private,69495, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -63, Self-emp-not-inc,22228, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, >50K -38, Private,55899, Bachelors,13, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -50, Self-emp-inc,181498, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -31, State-gov,203572, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,30, United-States, <=50K -23, Private,120601, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -36, Private,74706, 10th,6, Divorced, Craft-repair, Unmarried, White, Female,0,0,40, United-States, <=50K -59,,259673, Some-college,10, Married-civ-spouse,, Husband, Other, Male,0,0,40, Puerto-Rico, <=50K -48, Private,126441, 1st-4th,2, Married-civ-spouse, Other-service, Husband, Asian-Pac-Islander, Male,0,0,45, China, <=50K -25, Private,127784, Some-college,10, Never-married, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -43, Private,33658, Some-college,10, Married-spouse-absent, Craft-repair, Unmarried, White, Male,0,3004,40, United-States, >50K -36, Private,234901, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -45, Private,34307, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -75, Private,124660, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, >50K -29, Private,278637, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,373545, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -17, Private,172548, 9th,5, Never-married, Sales, Own-child, White, Male,0,0,8, United-States, <=50K -46, Private,28074, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,89, United-States, >50K -58, Self-emp-not-inc,127539, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,2407,0,25, United-States, <=50K -25,,180246, Bachelors,13, Never-married,, Not-in-family, White, Male,0,1408,40, United-States, <=50K -34, State-gov,377017, Masters,14, Never-married, Prof-specialty, Unmarried, White, Male,0,0,40, United-States, <=50K -41, Private,144925, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -51,,156877, 9th,5, Separated,, Not-in-family, White, Male,0,0,60, United-States, <=50K -19, Private,153019, HS-grad,9, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -47, Private,32825, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -46, Private,114120, Some-college,10, Divorced, Tech-support, Not-in-family, White, Female,0,0,38, United-States, <=50K -36,,92440, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -42, Self-emp-not-inc,32016, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,70, United-States, <=50K -51, Private,165953, HS-grad,9, Separated, Handlers-cleaners, Not-in-family, Black, Male,0,0,45, United-States, <=50K -21, Private,96061, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,10, United-States, <=50K -50, Private,106422, HS-grad,9, Married-civ-spouse, Sales, Wife, Black, Female,0,1485,37, United-States, >50K -49, Self-emp-not-inc,167281, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,137895, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -52, Private,177487, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,344696, Some-college,10, Never-married, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -66, Self-emp-not-inc,51415, Assoc-voc,11, Married-civ-spouse, Farming-fishing, Husband, White, Male,4931,0,98, United-States, <=50K -36, Private,134367, Bachelors,13, Married-civ-spouse, Tech-support, Wife, White, Female,0,0,32, United-States, >50K -40, Private,289636, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -30, Private,165115, Assoc-voc,11, Divorced, Adm-clerical, Unmarried, White, Female,0,0,30, United-States, <=50K -20, Private,206008, HS-grad,9, Never-married, Other-service, Own-child, Black, Male,0,0,40, United-States, <=50K -22, State-gov,149342, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,35, United-States, <=50K -48, Self-emp-not-inc,90042, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,49, United-States, <=50K -22, Private,495288, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,38, United-States, <=50K -22, Private,234970, Some-college,10, Never-married, Other-service, Own-child, Black, Female,0,0,40,, <=50K -51, Self-emp-not-inc,123011, HS-grad,9, Divorced, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -36, Self-emp-not-inc,260454, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,30, United-States, <=50K -19, Private,39026, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -22, Private,278021, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -47, Self-emp-not-inc,159399, Assoc-voc,11, Married-civ-spouse, Other-service, Husband, White, Male,0,0,45, United-States, <=50K -34, Private,340665, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,2057,35, United-States, <=50K -34, State-gov,392518, HS-grad,9, Never-married, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -24, Private,229826, Bachelors,13, Never-married, Transport-moving, Own-child, White, Male,0,0,20, United-States, <=50K -62, Private,185503, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -25, Private,399117, 5th-6th,3, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, Mexico, <=50K -45, Private,168232, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,56, United-States, >50K -42, Private,377322, Assoc-voc,11, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, <=50K -71, Self-emp-not-inc,141742, HS-grad,9, Widowed, Farming-fishing, Unmarried, White, Male,1731,0,5, United-States, <=50K -39, Private,31964, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,80, United-States, >50K -45, Self-emp-not-inc,29019, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,55, United-States, <=50K -67,,183420, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,21, United-States, <=50K -36, Private,305319, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -35, Private,182189, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -39, Private,257250, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,60, United-States, <=50K -60, Self-emp-not-inc,269485, Preschool,1, Divorced, Other-service, Unmarried, White, Female,0,0,40, Mexico, <=50K -32, Self-emp-not-inc,182177, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,179481, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Poland, <=50K -27, Private,199118, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, Nicaragua, <=50K -46, Private,33084, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -53, Private,185407, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, >50K -38, Self-emp-not-inc,177907, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,145441, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1485,40, United-States, >50K -25, Private,104830, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,15, United-States, <=50K -27, Private,247507, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -71, Self-emp-inc,216601, 11th,7, Divorced, Machine-op-inspct, Unmarried, Black, Male,0,0,40, United-States, <=50K -28, Local-gov,91670, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -58, Private,106740, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -57, Private,122562, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, >50K -35, Private,109133, HS-grad,9, Separated, Machine-op-inspct, Not-in-family, White, Male,3674,0,52, United-States, <=50K -35, Private,196123, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -55, Private,123436, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -56, Self-emp-inc,42298, 9th,5, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,40, United-States, <=50K -44, Private,297248, HS-grad,9, Married-spouse-absent, Craft-repair, Unmarried, White, Male,0,0,40, Columbia, <=50K -23, Private,117363, Bachelors,13, Never-married, Other-service, Not-in-family, White, Female,0,0,35, United-States, <=50K -41, Private,79864, Assoc-voc,11, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -51, Private,190762, 1st-4th,2, Widowed, Craft-repair, Not-in-family, White, Male,0,0,40, Mexico, <=50K -46, Private,155509, Bachelors,13, Separated, Prof-specialty, Unmarried, Black, Female,0,0,32, Jamaica, <=50K -45, Federal-gov,163434, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Private,153832, Assoc-voc,11, Never-married, Other-service, Not-in-family, White, Male,0,0,35, United-States, <=50K -53, Federal-gov,147629, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,80, United-States, >50K -33, Private,488720, 5th-6th,3, Married-civ-spouse, Handlers-cleaners, Other-relative, White, Male,0,0,40, Mexico, <=50K -49, Private,169180, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,1876,35, United-States, <=50K -37, Private,188763, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -37, Private,229647, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,42, United-States, <=50K -57, Self-emp-not-inc,321456, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,20, United-States, <=50K -24, Private,199698, Assoc-acdm,12, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,48, United-States, <=50K -32, Private,226010, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -28, Private,116298, 7th-8th,4, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,45, United-States, <=50K -33, Private,130057, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -27, Private,369188, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,90, United-States, >50K -32, Private,155193, HS-grad,9, Separated, Prof-specialty, Not-in-family, White, Male,0,0,55, United-States, <=50K -33, Private,159574, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,299353, Some-college,10, Divorced, Other-service, Unmarried, White, Female,0,0,56, United-States, <=50K -46, Local-gov,99971, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,56, United-States, >50K -65, Private,190160, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,99999,0,40, United-States, >50K -67, Private,283416, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -60, Private,224277, Bachelors,13, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, >50K -30, Private,111567, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,48, United-States, <=50K -53, Private,151411, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -34, Private,346736, Assoc-acdm,12, Never-married, Exec-managerial, Own-child, White, Female,0,0,50, United-States, <=50K -26, Private,264055, Some-college,10, Never-married, Sales, Unmarried, White, Male,0,0,55, United-States, <=50K -22, Private,309620, HS-grad,9, Never-married, Sales, Not-in-family, Other, Male,0,0,45,, <=50K -39, Private,224541, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -46, Private,235334, Masters,14, Married-civ-spouse, Exec-managerial, Husband, Black, Male,99999,0,60, United-States, >50K -22, Private,296158, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,153997, 10th,6, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -53, Private,231482, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -35, Private,278553, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,38, United-States, <=50K -56, Private,91251, HS-grad,9, Married-civ-spouse, Other-service, Husband, Asian-Pac-Islander, Male,0,0,20, China, <=50K -47, Self-emp-not-inc,192053, 7th-8th,4, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -47, Private,207120, HS-grad,9, Separated, Machine-op-inspct, Not-in-family, White, Male,0,0,44, United-States, <=50K -46, Self-emp-inc,125892, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,60, United-States, >50K -34, Private,186824, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -45, Private,200471, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,2415,40, United-States, >50K -22, Private,117779, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -23, Private,44793, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,50, United-States, <=50K -33, Private,37646, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,60, United-States, <=50K -45, Private,174127, Some-college,10, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -26, Private,110103, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,1762,40, United-States, <=50K -20, Private,74631, Some-college,10, Never-married, Sales, Other-relative, White, Female,0,0,40, United-States, <=50K -32, Private,211239, Some-college,10, Married-AF-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, >50K -26,,157008, HS-grad,9, Divorced,, Not-in-family, White, Female,0,0,40, United-States, <=50K -35, Self-emp-not-inc,90406, HS-grad,9, Never-married, Other-service, Unmarried, White, Female,0,0,60, United-States, <=50K -27, Private,199998, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Female,0,0,32, United-States, <=50K -73, Private,132350, 7th-8th,4, Widowed, Machine-op-inspct, Not-in-family, White, Female,0,0,18, United-States, <=50K -61, Private,233427, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,30, United-States, <=50K -52, Local-gov,71489, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1579,40, United-States, <=50K -34, Self-emp-inc,119411, Some-college,10, Never-married, Transport-moving, Unmarried, White, Male,0,0,40, United-States, <=50K -35, Private,351772, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -27, Local-gov,34254, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,178693, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -47, Private,168262, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -58, Private,34169, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,3103,0,25, United-States, >50K -31, Private,328118, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,20, United-States, <=50K -39, Self-emp-inc,122353, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,50, United-States, >50K -18, Private,37315, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,50, United-States, <=50K -27, Private,181916, Some-college,10, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -21, Private,55465, Assoc-acdm,12, Never-married, Other-service, Other-relative, White, Male,0,0,15, United-States, <=50K -45, Private,192203, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,15024,0,49, United-States, >50K -26, Private,91683, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -18, Private,39302, 12th,8, Never-married, Other-service, Own-child, White, Female,0,0,12, United-States, <=50K -27, Private,171356, Assoc-acdm,12, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -53, Self-emp-inc,197189, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,72, United-States, >50K -47, Private,112362, 10th,6, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,228326, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -32, Private,307353, HS-grad,9, Divorced, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -44, Private,172160, 11th,7, Divorced, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -62, Self-emp-inc,234738, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,5013,0,50, United-States, <=50K -34, Private,33117, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -64, Self-emp-not-inc,217380, Prof-school,15, Divorced, Prof-specialty, Not-in-family, White, Male,0,2559,60, United-States, >50K -36, Private,157954, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -53, Private,164299, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,1887,65, United-States, >50K -61, Self-emp-not-inc,224981, 10th,6, Widowed, Craft-repair, Other-relative, White, Male,0,0,18, Mexico, <=50K -25, Private,281209, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -41, Self-emp-not-inc,200479, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,48, United-States, <=50K -28, Private,132750, HS-grad,9, Divorced, Other-service, Unmarried, Black, Female,0,0,20, United-States, <=50K -22, Private,21154, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,1590,32, United-States, <=50K -34, State-gov,189843, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,116657, HS-grad,9, Never-married, Sales, Other-relative, White, Male,0,0,40, United-States, <=50K -52, Private,113522, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,45, United-States, >50K -53, Private,176185, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -90, Private,227796, Assoc-acdm,12, Never-married, Exec-managerial, Not-in-family, White, Male,6097,0,45, United-States, >50K -24, Private,194891, Assoc-voc,11, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -51, Private,197189, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,182191, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,2202,0,38, United-States, <=50K -47, Private,242559, Some-college,10, Divorced, Machine-op-inspct, Not-in-family, Black, Female,0,1408,40, United-States, <=50K -90, Self-emp-not-inc,122348, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,20051,0,45, United-States, >50K -44, Private,40024, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -43, Local-gov,225978, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, >50K -18, Private,407436, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,30, United-States, <=50K -60, Self-emp-not-inc,119471, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,40, Japan, <=50K -33, Private,249409, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,35, United-States, <=50K -38,,217409, Some-college,10, Married-civ-spouse,, Wife, White, Female,0,0,40, United-States, <=50K -48, Private,148995, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -50, Private,200046, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -37, Private,215618, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -21, Private,280081, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -46, Self-emp-inc,340651, Bachelors,13, Married-civ-spouse, Other-service, Husband, Black, Male,0,1977,60, United-States, >50K -39, Private,111000, Masters,14, Never-married, Other-service, Unmarried, White, Female,0,0,35, United-States, <=50K -26, Private,135521, Assoc-voc,11, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,28, United-States, <=50K -24, Self-emp-not-inc,194102, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -35, Self-emp-not-inc,295127, Some-college,10, Divorced, Farming-fishing, Unmarried, White, Male,0,0,50, United-States, <=50K -60,,102310, Assoc-acdm,12, Divorced,, Not-in-family, White, Female,0,0,45, Canada, <=50K -48, Private,240175, 11th,7, Separated, Other-service, Unmarried, Black, Male,0,0,22, United-States, <=50K -41, Private,145441, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -61, Self-emp-not-inc,243019, Preschool,1, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,215596, 9th,5, Married-civ-spouse, Craft-repair, Husband, Other, Male,0,0,40, Mexico, <=50K -25, State-gov,31350, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -23, Private,246965, Some-college,10, Never-married, Machine-op-inspct, Own-child, Black, Male,0,0,40, United-States, <=50K -28, Private,99838, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,38,, <=50K -40, Private,340797, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, Black, Female,0,0,40, United-States, <=50K -51,,29937, HS-grad,9, Widowed,, Not-in-family, Amer-Indian-Eskimo, Female,0,0,20, United-States, <=50K -38, Local-gov,30056, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,309903, 10th,6, Never-married, Other-service, Unmarried, White, Female,0,0,25, United-States, <=50K -55, State-gov,256984, Some-college,10, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,40, United-States, <=50K -22, Private,181723, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,30, Germany, <=50K -37, Private,101020, Bachelors,13, Separated, Exec-managerial, Not-in-family, White, Male,4787,0,55, United-States, >50K -44, Self-emp-not-inc,106900, Bachelors,13, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -24, Private,195770, Some-college,10, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -49, Private,102737, Assoc-voc,11, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Local-gov,191779, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -56, Self-emp-not-inc,99479, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,5013,0,46, United-States, <=50K -62, Private,196891, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -19,,208066, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -31, Private,54341, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,45, United-States, <=50K -21, Private,140001, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,30, United-States, <=50K -26, Private,248220, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -53, Private,172962, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -37, Private,88215, Masters,14, Never-married, Prof-specialty, Not-in-family, Asian-Pac-Islander, Female,0,0,40, China, <=50K -18, Private,110142, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,15, United-States, <=50K -41, Self-emp-not-inc,136986, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -52, State-gov,206775, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -50, Private,53497, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -22, Private,238534, Some-college,10, Married-civ-spouse, Sales, Wife, White, Female,0,0,20, Puerto-Rico, <=50K -38, Private,143123, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -36, Self-emp-not-inc,60269, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -33, Private,82623, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,4386,0,48, United-States, >50K -40, Local-gov,99666, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,55, United-States, <=50K -61, Private,95680, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, >50K -44, State-gov,208163, Assoc-voc,11, Separated, Protective-serv, Unmarried, White, Male,0,0,40, United-States, <=50K -41, Private,369781, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, <=50K -17, Private,311288, 11th,7, Never-married, Exec-managerial, Own-child, White, Female,0,0,24, United-States, <=50K -42, Self-emp-not-inc,152889, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,52, United-States, <=50K -38, Private,160086, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,32, United-States, <=50K -34, Private,117963, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,43, United-States, >50K -33, Private,186884, HS-grad,9, Married-spouse-absent, Adm-clerical, Not-in-family, Black, Male,0,0,40, United-States, <=50K -41, Private,313830, HS-grad,9, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -31,,212529, Some-college,10, Never-married,, Own-child, Black, Male,0,0,40, United-States, <=50K -41, Self-emp-inc,124330, Some-college,10, Married-civ-spouse, Sales, Wife, White, Female,0,0,30, United-States, <=50K -53, Private,104501, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,42, United-States, <=50K -41, Private,43501, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -24, Private,83774, HS-grad,9, Never-married, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -37, Private,216845, Preschool,1, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, Mexico, <=50K -45, Local-gov,168191, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -62, Self-emp-not-inc,166894, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -31, Private,110083, HS-grad,9, Separated, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -55, Private,194371, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, Canada, >50K -36, Federal-gov,125933, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,2258,40, United-States, <=50K -22, Private,444554, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -34, Private,190228, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, >50K -27, Private,604045, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,27828,0,40, United-States, >50K -36, Private,241126, Some-college,10, Divorced, Tech-support, Unmarried, White, Male,0,0,40, United-States, <=50K -38, Private,168355, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, United-States, <=50K -48, State-gov,158451, Bachelors,13, Separated, Prof-specialty, Unmarried, White, Female,914,0,40, United-States, <=50K -50, Private,141608, HS-grad,9, Separated, Other-service, Unmarried, White, Female,0,0,45, United-States, <=50K -36, Private,33157, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -45, Private,187563, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,5013,0,45, United-States, <=50K -33, Private,26252, Assoc-acdm,12, Never-married, Other-service, Unmarried, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -32, Local-gov,318647, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,36, United-States, <=50K -47, Private,152572, HS-grad,9, Never-married, Other-service, Unmarried, White, Female,0,0,40, Puerto-Rico, <=50K -30, Private,77634, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,199513, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Male,0,1408,50, United-States, <=50K -19, Private,260327, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,18, United-States, <=50K -23, Private,437940, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -54, Private,137069, Prof-school,15, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,40, India, <=50K -34, Local-gov,32587, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -47, Self-emp-inc,193960, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,7298,0,45, United-States, >50K -33, Private,170651, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,1977,38, United-States, >50K -68,,186163, 1st-4th,2, Widowed,, Unmarried, Black, Female,0,0,40, United-States, <=50K -39, Private,114544, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -28, Private,159724, Bachelors,13, Married-spouse-absent, Sales, Not-in-family, White, Female,0,0,50, United-States, <=50K -63, Private,697806, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -34, Private,140011, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,45, United-States, <=50K -53, Federal-gov,411700, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,7298,0,40, United-States, >50K -26, State-gov,179633, Some-college,10, Never-married, Protective-serv, Own-child, White, Male,0,0,40, United-States, <=50K -57, Local-gov,317690, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,60, United-States, >50K -45, Local-gov,213334, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,45, United-States, <=50K -41, Private,165304, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, Greece, <=50K -57, Private,192325, HS-grad,9, Widowed, Other-service, Unmarried, White, Female,0,0,42, United-States, <=50K -53, Self-emp-not-inc,385183, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,60, United-States, <=50K -33, Private,232650, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -47, Self-emp-not-inc,182474, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,36, United-States, <=50K -37, Private,119992, 10th,6, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,376016, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -39, Private,144638, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,45, United-States, >50K -48, Federal-gov,113612, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -65,,106161, Assoc-acdm,12, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -36, Self-emp-not-inc,48160, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -30, Self-emp-not-inc,55176, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,30, United-States, <=50K -21, Private,291232, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -55, Private,250149, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -62,,221064, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -27, Self-emp-not-inc,87745, Assoc-voc,11, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,70, United-States, <=50K -35, Private,97136, Some-college,10, Never-married, Other-service, Unmarried, Black, Female,0,0,37, United-States, <=50K -18, Private,632271, Some-college,10, Married-spouse-absent, Adm-clerical, Other-relative, White, Female,0,0,40, Peru, <=50K -18, Private,295607, 10th,6, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -84,,163443, 7th-8th,4, Widowed,, Not-in-family, White, Male,0,0,3, United-States, <=50K -78, Self-emp-not-inc,213136, HS-grad,9, Widowed, Exec-managerial, Not-in-family, White, Male,0,0,24, United-States, <=50K -23, Private,107882, Bachelors,13, Never-married, Tech-support, Own-child, White, Female,0,0,50, United-States, <=50K -35, Private,214378, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -24, Private,236427, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -28, Private,34292, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -33, Private,204780, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,15024,0,40, United-States, >50K -22, Private,161508, Some-college,10, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -80, Private,151959, HS-grad,9, Widowed, Other-service, Not-in-family, Black, Male,0,0,15, United-States, <=50K -41, Private,196001, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,20, United-States, <=50K -27, Self-emp-not-inc,211259, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, >50K -45, Private,35136, Bachelors,13, Married-civ-spouse, Tech-support, Husband, Black, Male,0,0,40, United-States, >50K -52, Private,288353, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,99999,0,48, United-States, >50K -48, Local-gov,93449, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,99999,0,40, Philippines, >50K -17, Private,40432, 10th,6, Never-married, Adm-clerical, Own-child, White, Female,0,0,4, United-States, <=50K -60, Private,180632, 12th,8, Divorced, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K -76, Private,204113, HS-grad,9, Widowed, Protective-serv, Not-in-family, White, Female,7896,0,18, United-States, <=50K -22, Private,336101, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -34, Private,235062, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,45, United-States, <=50K -49,,312552, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,2002,70, United-States, <=50K -39, Private,226947, 7th-8th,4, Separated, Other-service, Other-relative, White, Male,0,0,40, El-Salvador, <=50K -40, Private,29393, HS-grad,9, Never-married, Craft-repair, Own-child, White, Female,0,0,40, United-States, <=50K -38,,115376, Some-college,10, Married-civ-spouse,, Wife, Black, Female,0,0,40, United-States, <=50K -52, Self-emp-inc,146574, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -28, State-gov,175389, Assoc-acdm,12, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, Mexico, <=50K -26, Self-emp-inc,316688, Some-college,10, Never-married, Sales, Other-relative, White, Male,0,0,40, United-States, <=50K -63, Self-emp-not-inc,187919, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -41,,188436, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,20, Canada, <=50K -41, Private,80666, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -59, Self-emp-not-inc,381965, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,1740,80, United-States, <=50K -31, Private,192039, Assoc-acdm,12, Divorced, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -34, Self-emp-not-inc,181091, Some-college,10, Never-married, Farming-fishing, Own-child, White, Male,0,0,50, United-States, <=50K -40, Private,50191, 9th,5, Divorced, Craft-repair, Unmarried, White, Male,5455,0,40, United-States, <=50K -29, Private,155256, Bachelors,13, Never-married, Tech-support, Not-in-family, Black, Female,0,0,40, United-States, <=50K -42, Private,104973, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,348771, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, Canada, <=50K -55, Private,96415, HS-grad,9, Widowed, Other-service, Unmarried, Black, Female,0,0,35, United-States, <=50K -77, Private,213136, Doctorate,16, Widowed, Exec-managerial, Unmarried, White, Male,0,0,40, United-States, <=50K -59, Self-emp-inc,155259, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,20, United-States, <=50K -47, Private,95155, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,43, United-States, >50K -56, Private,178787, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,361497, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -61, State-gov,254890, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,296478, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -61, Private,179791, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -25, Self-emp-inc,110010, HS-grad,9, Divorced, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -35, Private,89622, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -56, State-gov,118614, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -30, State-gov,35683, Bachelors,13, Divorced, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -53, Local-gov,163815, 11th,7, Married-civ-spouse, Other-service, Husband, White, Male,0,2179,41, United-States, <=50K -49, Private,175305, 7th-8th,4, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -33, Self-emp-inc,96245, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,99, United-States, <=50K -27, Private,201017, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,80, United-States, <=50K -48, Private,95388, Some-college,10, Never-married, Exec-managerial, Not-in-family, Black, Female,0,0,40, United-States, <=50K -42, Private,249332, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -27, Private,194759, Assoc-acdm,12, Married-spouse-absent, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -61, Private,260062, 10th,6, Never-married, Other-service, Own-child, White, Female,4416,0,38, United-States, <=50K -36, Self-emp-not-inc,166213, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -42, Private,46743, Some-college,10, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,25,, <=50K -20, Private,112387, 10th,6, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -22, Private,324685, 9th,5, Never-married, Sales, Not-in-family, White, Female,0,0,32, United-States, <=50K -34, Private,87943, 7th-8th,4, Married-civ-spouse, Craft-repair, Wife, Other, Female,0,0,48,, <=50K -45, Federal-gov,187510, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -26, Private,188703, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Private,127961, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,40, United-States, >50K -34, Private,200117, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -40, Self-emp-inc,142030, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,55, United-States, >50K -30, Private,226296, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -27, Private,239130, Prof-school,15, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -24, Private,165475, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,25, United-States, <=50K -46, Self-emp-inc,328216, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,45, United-States, >50K -21,,118023, Some-college,10, Never-married,, Own-child, White, Male,0,0,35, United-States, <=50K -42, Self-emp-not-inc,206066, Masters,14, Never-married, Prof-specialty, Own-child, White, Male,0,0,45, United-States, <=50K -29, Local-gov,141005, Some-college,10, Divorced, Other-service, Unmarried, White, Female,0,0,24, United-States, <=50K -28, Private,104870, Assoc-voc,11, Never-married, Other-service, Not-in-family, Black, Female,0,0,48, United-States, <=50K -44, Self-emp-not-inc,253250, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,54, United-States, <=50K -39, Private,497788, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -42, Private,128354, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -49, Private,140782, 10th,6, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -37, Private,216129, HS-grad,9, Never-married, Craft-repair, Not-in-family, Black, Female,0,0,45, United-States, <=50K -65, Private,65757, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -35,,264758, Some-college,10, Married-civ-spouse,, Husband, Black, Male,0,0,40, Haiti, <=50K -23, Private,245361, Some-college,10, Never-married, Farming-fishing, Own-child, White, Male,0,0,35, United-States, <=50K -48, Local-gov,216689, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -19,,139517, 11th,7, Never-married,, Own-child, White, Male,0,0,25, United-States, <=50K -65, Local-gov,188903, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,6418,0,45, United-States, >50K -18, Private,170094, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Female,0,0,20, United-States, <=50K -53, Private,108836, 9th,5, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,189565, HS-grad,9, Married-civ-spouse, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -46, Private,347993, 1st-4th,2, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, Mexico, <=50K -49, Private,187308, Some-college,10, Married-civ-spouse, Other-service, Other-relative, White, Male,0,0,35, United-States, <=50K -27, State-gov,136077, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -25, State-gov,165457, Bachelors,13, Never-married, Tech-support, Own-child, Asian-Pac-Islander, Male,2463,0,40, United-States, <=50K -49, Federal-gov,175428, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -78,,143574, Some-college,10, Widowed,, Not-in-family, White, Male,0,0,5, United-States, <=50K -34, Private,349148, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -72, Private,103990, Masters,14, Married-civ-spouse, Other-service, Husband, White, Male,0,0,12, United-States, <=50K -55, Self-emp-inc,183884, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -21, Private,464484, HS-grad,9, Married-spouse-absent, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -41, Private,190786, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Husband, White, Male,7298,0,40, United-States, >50K -30, Private,348592, HS-grad,9, Separated, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -25,,177839, HS-grad,9, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -32, Private,152156, HS-grad,9, Separated, Craft-repair, Not-in-family, White, Male,0,0,53, United-States, <=50K -55, Private,141807, HS-grad,9, Married-spouse-absent, Craft-repair, Other-relative, White, Male,0,0,40, Poland, <=50K -47, Local-gov,188537, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,60, United-States, >50K -43, Private,203233, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, >50K -51, Private,28978, Some-college,10, Widowed, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -53, Self-emp-inc,116211, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -18,,97683, HS-grad,9, Never-married,, Own-child, White, Female,0,0,15, United-States, <=50K -19, Private,283945, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,35, United-States, <=50K -43, Private,115178, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,0,43, United-States, >50K -48, State-gov,77102, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -23, Private,132220, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -53, Private,129301, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -22, Private,187592, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,30, United-States, <=50K -34, Private,312667, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, <=50K -36, Local-gov,206951, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,587310, Assoc-acdm,12, Married-civ-spouse, Transport-moving, Own-child, White, Male,0,0,40, El-Salvador, <=50K -76, Private,328227, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,5556,0,13, United-States, >50K -35, Private,100634, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -49, Private,274200, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,72, United-States, <=50K -18, Self-emp-inc,29582, 11th,7, Never-married, Farming-fishing, Own-child, White, Male,0,0,50, United-States, <=50K -68, Private,174812, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,15, United-States, <=50K -22, State-gov,138513, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,15, United-States, <=50K -37, Private,219137, 7th-8th,4, Divorced, Sales, Unmarried, White, Female,0,0,44, United-States, <=50K -23, Private,265148, Bachelors,13, Never-married, Sales, Other-relative, White, Male,0,0,55, United-States, <=50K -41, Private,302606, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -18, Private,197600, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,20, United-States, <=50K -36, Private,167415, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -44, Private,13769, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, >50K -26, Private,109390, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,218188, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,32, United-States, <=50K -49, Private,167159, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -72, Private,128529, HS-grad,9, Widowed, Other-service, Unmarried, White, Female,0,0,28, United-States, <=50K -22, Private,200973, Assoc-acdm,12, Never-married, Other-service, Not-in-family, White, Female,0,0,12, United-States, <=50K -22, Private,118235, HS-grad,9, Never-married, Sales, Not-in-family, Amer-Indian-Eskimo, Male,0,0,55, United-States, <=50K -23, Local-gov,250165, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,594,0,40, United-States, <=50K -47, Private,269620, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40,, <=50K -46, Private,212162, 5th-6th,3, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,40, United-States, <=50K -25, Private,147638, Bachelors,13, Never-married, Adm-clerical, Own-child, Asian-Pac-Islander, Female,0,0,40, India, <=50K -42, Private,304605, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -45, Self-emp-not-inc,165267, 9th,5, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, <=50K -28, Private,122037, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, >50K -63, Self-emp-inc,165611, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,35, United-States, <=50K -21, Private,262634, 7th-8th,4, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,36, United-States, <=50K -46, Private,280766, HS-grad,9, Divorced, Protective-serv, Not-in-family, White, Male,0,0,40, Cuba, <=50K -21, Private,226668, Assoc-voc,11, Never-married, Craft-repair, Not-in-family, Other, Male,0,0,40, United-States, <=50K -37, Private,130200, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,70, United-States, >50K -17, Private,98005, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -47, Private,308857, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -51, Private,108914, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -64, Local-gov,210464, Masters,14, Widowed, Prof-specialty, Unmarried, Black, Female,0,0,40, United-States, <=50K -30, Private,172748, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,192140, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,20, United-States, <=50K -21, Private,126568, HS-grad,9, Never-married, Adm-clerical, Other-relative, White, Male,0,0,40, United-States, <=50K -50, Private,179339, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,45, United-States, <=50K -43, Local-gov,31621, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,20, United-States, <=50K -39, Private,365009, Bachelors,13, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -20, Private,344698, Some-college,10, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,30, United-States, <=50K -42, Private,159911, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,24, United-States, <=50K -25, Private,389456, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,30, United-States, <=50K -48, Private,167472, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -17, Private,201412, 10th,6, Never-married, Farming-fishing, Own-child, White, Male,594,0,5, United-States, <=50K -26, Self-emp-not-inc,331861, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,60, United-States, >50K -58, Private,97541, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,46, United-States, >50K -34, Private,71865, 9th,5, Married-civ-spouse, Machine-op-inspct, Wife, Other, Female,0,0,40, Portugal, <=50K -29, Private,196564, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -19, Private,218956, Some-college,10, Never-married, Tech-support, Own-child, White, Male,0,0,20, United-States, <=50K -27, Private,37359, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40,, <=50K -41, Private,184630, Bachelors,13, Divorced, Handlers-cleaners, Not-in-family, White, Male,4416,0,40, United-States, <=50K -17, Local-gov,161955, 11th,7, Never-married, Adm-clerical, Own-child, Amer-Indian-Eskimo, Female,0,0,30, United-States, <=50K -24, Private,200089, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, Guatemala, <=50K -39, Self-emp-not-inc,193026, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, >50K -72, Self-emp-not-inc,336423, 5th-6th,3, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -52, State-gov,184529, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -30, Private,153876, Assoc-acdm,12, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,53, United-States, <=50K -22, Private,269687, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,35, United-States, <=50K -27, Private,153805, Some-college,10, Never-married, Craft-repair, Unmarried, Other, Male,0,0,45, Ecuador, <=50K -43, Private,151504, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -45, Private,330087, Assoc-acdm,12, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K -59, Private,164970, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,60, United-States, <=50K -23, Private,239539, Some-college,10, Never-married, Craft-repair, Own-child, Asian-Pac-Islander, Male,0,0,40,, >50K -55, Self-emp-not-inc,50215, Assoc-voc,11, Married-civ-spouse, Other-service, Wife, White, Female,0,0,42, United-States, <=50K -51, Local-gov,80123, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,35, United-States, <=50K -54,,55139, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,43, United-States, <=50K -44,,276096, Some-college,10, Never-married,, Other-relative, White, Male,0,0,45, United-States, <=50K -41, Private,222813, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -24, Private,172232, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,42, United-States, <=50K -54, Self-emp-not-inc,386773, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -38, Private,87556, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -38, State-gov,169926, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,21, United-States, >50K -41, Private,104196, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -34, Private,320027, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,50, United-States, <=50K -59, Private,116637, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,307640, Assoc-voc,11, Never-married, Exec-managerial, Unmarried, Black, Female,0,0,40, United-States, <=50K -69,,138386, HS-grad,9, Married-civ-spouse,, Husband, White, Male,1409,0,35, United-States, <=50K -25, Private,269015, HS-grad,9, Never-married, Other-service, Other-relative, Black, Female,0,0,40, United-States, <=50K -30, Private,90308, Preschool,1, Never-married, Other-service, Unmarried, White, Male,0,0,28, El-Salvador, <=50K -41, Local-gov,39581, HS-grad,9, Separated, Other-service, Not-in-family, Black, Female,4101,0,40, United-States, <=50K -49, Self-emp-not-inc,241688, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, Cuba, <=50K -22, Local-gov,467759, HS-grad,9, Divorced, Machine-op-inspct, Own-child, White, Male,0,0,48, United-States, <=50K -39, Private,303677, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Female,0,0,15, United-States, <=50K -56, Private,47392, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -37, Private,97925, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -18, Local-gov,243240, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,15, United-States, <=50K -29, Private,472344, 5th-6th,3, Married-civ-spouse, Handlers-cleaners, Not-in-family, White, Male,0,0,40, Mexico, <=50K -41, Private,177054, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, White, Male,0,0,40, United-States, <=50K -43, Local-gov,212206, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -34, Private,244147, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, >50K -29, Private,167336, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,50, United-States, <=50K -43, State-gov,135060, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50,, >50K -49, Private,52184, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,159187, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,25, United-States, <=50K -35, Federal-gov,22494, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, >50K -36, Private,219745, HS-grad,9, Separated, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -67, Private,113323, Masters,14, Divorced, Adm-clerical, Unmarried, White, Male,0,0,41, United-States, <=50K -36, Private,181099, Doctorate,16, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,216741, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -51, Local-gov,106365, Assoc-acdm,12, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -45, Private,124973, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,30, United-States, <=50K -37, Private,73199, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, >50K -49, Federal-gov,362679, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,9, United-States, >50K -29, Private,197222, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -56, Private,33115, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -42, Federal-gov,37997, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -47, Private,162067, Masters,14, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,40, Haiti, <=50K -35, Private,133839, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -33, Self-emp-not-inc,398874, Bachelors,13, Never-married, Tech-support, Own-child, White, Male,0,0,40, United-States, <=50K -26, Self-emp-inc,289224, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -19, Private,261259, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,35, United-States, <=50K -61, Private,438587, 5th-6th,3, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, <=50K -31, Private,271162, 11th,7, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -66,,115880, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,24, United-States, <=50K -21, Private,29810, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -19, Private,277695, Preschool,1, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,50, Mexico, <=50K -35, Private,277347, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,55, United-States, <=50K -43,,220445, HS-grad,9, Widowed,, Own-child, Black, Male,0,0,40, United-States, <=50K -29, Private,231507, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,35, United-States, <=50K -28, Private,184477, Assoc-voc,11, Divorced, Craft-repair, Not-in-family, White, Male,0,0,60, United-States, <=50K -24, Private,174714, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,45, United-States, <=50K -24, Private,118792, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,12, United-States, <=50K -46, Local-gov,274689, Assoc-acdm,12, Divorced, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, <=50K -24, Private,148315, HS-grad,9, Never-married, Handlers-cleaners, Unmarried, White, Male,0,0,45, United-States, <=50K -24, Private,99844, Masters,14, Never-married, Prof-specialty, Own-child, White, Male,0,0,60, United-States, <=50K -36, State-gov,143437, Bachelors,13, Divorced, Prof-specialty, Not-in-family, Other, Female,0,0,40, United-States, <=50K -22, Private,114357, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,55, United-States, <=50K -46,,427055, Some-college,10, Divorced,, Not-in-family, White, Male,0,0,40, United-States, >50K -68, Local-gov,137518, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,33, United-States, <=50K -33, Private,183125, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,45, United-States, <=50K -28, Private,269317, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,42, United-States, <=50K -46, State-gov,107682, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,38, United-States, <=50K -30, Private,159589, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1848,50, United-States, >50K -50, Private,46401, Bachelors,13, Married-spouse-absent, Sales, Not-in-family, White, Female,0,0,20, Germany, <=50K -69, Self-emp-not-inc,164754, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,20, United-States, <=50K -63,,109446, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,314068, Assoc-voc,11, Divorced, Tech-support, Unmarried, White, Female,0,0,40, United-States, <=50K -22, Private,242138, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -39, Federal-gov,203070, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -39, Private,266960, Some-college,10, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,25, United-States, <=50K -29, Self-emp-not-inc,239511, Some-college,10, Separated, Adm-clerical, Unmarried, White, Female,0,0,50, United-States, <=50K -65,,244749, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,20, Cuba, <=50K -23, Private,244698, 5th-6th,3, Never-married, Farming-fishing, Other-relative, White, Male,0,0,35, Mexico, <=50K -25, Private,207258, 9th,5, Never-married, Adm-clerical, Unmarried, White, Female,0,0,40, Mexico, <=50K -61, Private,111563, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,27, United-States, <=50K -50, Private,233149, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -61, Private,166789, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,2246,50, United-States, >50K -54, Self-emp-inc,22743, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,99999,0,70, United-States, >50K -41, Local-gov,180599, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -38, Private,28738, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Private,259846, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, >50K -24, Self-emp-inc,158950, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -23, Private,185948, HS-grad,9, Never-married, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -67,,187553, 7th-8th,4, Divorced,, Not-in-family, White, Male,0,0,40, United-States, <=50K -49, Private,169092, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,5178,0,40, Canada, >50K -40, Private,129298, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,120204, HS-grad,9, Divorced, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -49, Local-gov,229337, HS-grad,9, Separated, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -43, Private,183674, 12th,8, Married-spouse-absent, Sales, Unmarried, White, Female,0,0,25,, <=50K -34, Private,538243, Some-college,10, Separated, Tech-support, Unmarried, Black, Female,0,0,40, United-States, <=50K -38, Private,108947, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Male,2174,0,40, United-States, <=50K -35, Private,128516, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,45, United-States, <=50K -28, Private,147560, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -36, Private,131808, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,4386,0,40, United-States, >50K -33, Private,234537, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -46, Local-gov,165160, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -51, Private,90275, HS-grad,9, Divorced, Sales, Unmarried, White, Female,0,0,45, United-States, <=50K -26, Local-gov,143583, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -27, Self-emp-not-inc,210020, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -26, Private,135603, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,48, United-States, <=50K -59,,441227, Masters,14, Married-civ-spouse,, Husband, Black, Male,7298,0,50, United-States, >50K -38, Private,341943, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -64, Private,38274, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,327435, Some-college,10, Separated, Prof-specialty, Unmarried, White, Female,0,0,45, United-States, >50K -27, Federal-gov,175262, Some-college,10, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -24, Private,376474, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,65, United-States, <=50K -38, Private,171150, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,3781,0,78, United-States, <=50K -32, Private,459465, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, El-Salvador, <=50K -37, Local-gov,188391, Assoc-acdm,12, Divorced, Other-service, Unmarried, White, Male,0,0,60, United-States, >50K -37, Private,196373, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -28, Private,122913, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -35, State-gov,37314, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,55, United-States, <=50K -37, Private,198492, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -47, Self-emp-not-inc,20946, Bachelors,13, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -20, Private,281608, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,50, United-States, <=50K -31, Self-emp-not-inc,213643, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Male,0,1590,60, United-States, <=50K -18, Private,39222, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,30, United-States, <=50K -23, Private,208238, 10th,6, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -53, Private,261207, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, Peru, <=50K -36, Private,131192, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -75, Private,148214, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,25, United-States, <=50K -54, Self-emp-not-inc,155965, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,56, United-States, <=50K -25, Private,269004, Assoc-voc,11, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -47, Self-emp-not-inc,97883, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,48, Italy, <=50K -52, Private,177942, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -38, Local-gov,360494, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -45, Self-emp-not-inc,45136, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,60, United-States, >50K -28, Private,173483, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,5013,0,20, United-States, <=50K -19, Private,205953, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, Black, Male,0,0,20, United-States, <=50K -41, Private,169823, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,46, United-States, >50K -18, Private,99591, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,16, United-States, <=50K -42, Private,32627, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,378009, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -48, Private,233511, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -51, Private,173987, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -45, Private,162302, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,30, United-States, <=50K -24, Private,192812, Masters,14, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -65, Private,217661, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,2246,40, United-States, >50K -61, Private,353031, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -21, Private,155483, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -41, Self-emp-not-inc,274158, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,30, United-States, <=50K -35, Local-gov,26987, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,1876,45, United-States, <=50K -49, Private,68493, HS-grad,9, Married-spouse-absent, Craft-repair, Unmarried, Black, Male,0,0,40, United-States, <=50K -19,,257421, Some-college,10, Never-married,, Own-child, Black, Female,0,0,15, United-States, <=50K -26, Private,38257, HS-grad,9, Never-married, Other-service, Unmarried, White, Female,0,0,20, United-States, <=50K -22, Local-gov,175586, HS-grad,9, Never-married, Transport-moving, Own-child, Black, Female,0,0,20, United-States, <=50K -49, Private,316323, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,48, United-States, >50K -36, Private,117802, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -18, Self-emp-not-inc,454950, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -17, Private,284277, 11th,7, Never-married, Other-service, Own-child, White, Male,1055,0,20, United-States, <=50K -32, State-gov,90409, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,20, United-States, <=50K -43, Private,248094, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,44, United-States, >50K -29, Private,138692, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -46, Private,173938, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,50, United-States, >50K -65,,146722, 12th,8, Married-civ-spouse,, Husband, White, Male,0,0,10, United-States, <=50K -31, Private,145439, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -24, Private,324445, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -32, Private,176410, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,38, United-States, <=50K -25, Private,129275, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -28, Private,399123, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, Black, Male,0,0,40, United-States, <=50K -51, Private,76044, Masters,14, Divorced, Prof-specialty, Unmarried, Other, Male,4787,0,35, Mexico, >50K -28, Private,87632, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,43, United-States, <=50K -33, Private,269605, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,32, United-States, <=50K -46, Private,37718, Assoc-acdm,12, Married-civ-spouse, Tech-support, Husband, White, Male,0,1977,50, United-States, >50K -70,,162659, 7th-8th,4, Married-civ-spouse,, Husband, White, Male,0,0,8, United-States, <=50K -45, Self-emp-not-inc,277434, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -28, Private,209205, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,44, United-States, <=50K -75,,34235, HS-grad,9, Widowed,, Not-in-family, White, Female,2964,0,14, United-States, <=50K -41, Private,141186, HS-grad,9, Married-spouse-absent, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -48, Private,123681, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -31, Private,174215, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,35, United-States, <=50K -17, Private,96354, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -64,,109108, HS-grad,9, Divorced,, Not-in-family, White, Female,0,0,20, United-States, <=50K -37, Private,107302, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -51, Local-gov,250054, Some-college,10, Widowed, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -51, Private,50459, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1740,40, United-States, <=50K -57, Local-gov,22975, Masters,14, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,40, United-States, >50K -29, Private,97189, Assoc-voc,11, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -28, Private,238859, HS-grad,9, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,20, United-States, <=50K -26, State-gov,239303, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,3942,0,7, United-States, <=50K -33, Private,310655, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, <=50K -42, Private,276218, Bachelors,13, Divorced, Exec-managerial, Unmarried, White, Female,0,0,38, United-States, <=50K -30, Private,94235, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,50, United-States, >50K -45, Private,135339, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,0,45, United-States, <=50K -20, Private,199703, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,28, United-States, <=50K -36, Private,52532, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -64, State-gov,186376, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,5178,0,40, United-States, >50K -29, Private,229124, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,48, United-States, >50K -18, Private,152508, 11th,7, Married-civ-spouse, Sales, Wife, Other, Female,0,0,20, United-States, <=50K -45, Private,54260, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,60, United-States, <=50K -31, Private,48520, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,30, United-States, <=50K -66, Self-emp-not-inc,439777, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,25, United-States, <=50K -49, Private,191389, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -45, Private,118714, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,34616, Some-college,10, Never-married, Other-service, Unmarried, White, Female,0,0,20, United-States, <=50K -29,,199074, HS-grad,9, Never-married,, Own-child, White, Male,0,0,20, United-States, <=50K -20,,112858, HS-grad,9, Never-married,, Own-child, White, Male,0,0,2, United-States, <=50K -22, Private,199555, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,48, United-States, <=50K -21,,211013, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -46, Private,107425, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -62, Private,106549, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -41, State-gov,110556, Masters,14, Married-civ-spouse, Exec-managerial, Wife, Black, Female,0,0,40, United-States, <=50K -46, Self-emp-not-inc,265097, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Germany, <=50K -41, Private,215219, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Female,0,0,40, United-States, <=50K -61, Self-emp-not-inc,142988, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -64, Private,239450, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -18, Private,162084, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -34, Private,83066, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, <=50K -36, Private,181705, Some-college,10, Separated, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -80, Private,138737, HS-grad,9, Divorced, Adm-clerical, Other-relative, White, Female,0,0,20, United-States, <=50K -24, Federal-gov,332194, 9th,5, Never-married, Adm-clerical, Other-relative, Black, Male,0,0,40, United-States, <=50K -20, Private,291979, HS-grad,9, Never-married, Sales, Unmarried, White, Male,0,0,35, United-States, <=50K -64, Private,162761, Some-college,10, Widowed, Sales, Not-in-family, White, Male,2354,0,35, United-States, <=50K -21, Private,153643, HS-grad,9, Never-married, Other-service, Own-child, Black, Male,0,0,70, United-States, <=50K -52, Private,30908, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -31, Private,92179, 10th,6, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -66, Self-emp-inc,50408, 12th,8, Married-civ-spouse, Sales, Husband, White, Male,0,0,20, United-States, <=50K -50, Federal-gov,191013, HS-grad,9, Separated, Sales, Other-relative, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -62, Private,170969, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, >50K -19,,302229, HS-grad,9, Never-married,, Own-child, Black, Male,0,0,10, United-States, <=50K -49, Private,80026, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -33, Private,93056, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -38, Local-gov,414791, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -20, Private,37894, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,1719,30, United-States, <=50K -31, Local-gov,164243, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,55, United-States, >50K -41, Self-emp-not-inc,36651, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -22, Self-emp-not-inc,26248, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,50, United-States, <=50K -41, Private,244522, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,7688,0,42, United-States, >50K -39, Private,183279, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,7298,0,40, United-States, >50K -63, Private,177063, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,220220, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,47, United-States, <=50K -58, Private,180779, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,238787, Bachelors,13, Married-civ-spouse, Sales, Wife, White, Female,0,0,20, United-States, <=50K -38, Private,32086, Some-college,10, Divorced, Adm-clerical, Own-child, White, Male,0,0,52, United-States, <=50K -35, Private,302149, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,0,40, Cambodia, >50K -43, Self-emp-not-inc,136986, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,50, United-States, >50K -47, State-gov,61062, Doctorate,16, Separated, Exec-managerial, Own-child, Asian-Pac-Islander, Male,2354,0,45, United-States, <=50K -33, Private,260782, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Mexico, <=50K -21, Private,82061, 5th-6th,3, Never-married, Craft-repair, Not-in-family, Other, Male,0,0,32, Mexico, <=50K -22, Private,254351, HS-grad,9, Married-civ-spouse, Protective-serv, Own-child, White, Male,0,0,40, United-States, <=50K -25, Private,128699, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,45, United-States, <=50K -59, Private,171328, Bachelors,13, Married-spouse-absent, Prof-specialty, Other-relative, Black, Female,2202,0,37, United-States, <=50K -24,,152719, Some-college,10, Never-married,, Own-child, Black, Female,0,0,15, Haiti, <=50K -42, Private,97688, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,7298,0,40, United-States, >50K -33, Private,199248, Some-college,10, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, <=50K -25, Private,67240, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,35, United-States, <=50K -27, Private,1490400, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -36, Self-emp-not-inc,188503, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,60, United-States, >50K -40, Private,180206, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -27, Private,201872, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -36, Private,314373, HS-grad,9, Divorced, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -36, Private,107737, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Portugal, <=50K -44, Private,209093, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -48, Local-gov,218357, HS-grad,9, Separated, Transport-moving, Unmarried, White, Female,0,0,25, United-States, <=50K -43, Private,163434, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -43, Private,326701, 5th-6th,3, Separated, Craft-repair, Not-in-family, Other, Male,0,0,40, Mexico, <=50K -41, Private,164612, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1887,50, United-States, >50K -29, Self-emp-not-inc,37429, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,30, United-States, <=50K -31, Private,408208, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, Black, Male,0,0,30, United-States, <=50K -54, Private,105638, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,81259, Assoc-acdm,12, Divorced, Prof-specialty, Unmarried, White, Female,0,0,36, United-States, <=50K -37, Private,201141, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -27, Private,394927, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -52, Federal-gov,165998, Prof-school,15, Married-civ-spouse, Armed-Forces, Husband, White, Male,7298,0,50, United-States, >50K -40, Private,41888, Some-college,10, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,2415,70, United-States, >50K -24, Private,72887, HS-grad,9, Never-married, Other-service, Not-in-family, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -49, Private,56551, 9th,5, Divorced, Craft-repair, Unmarried, White, Female,5455,0,45, United-States, <=50K -22, Private,227603, Some-college,10, Never-married, Prof-specialty, Unmarried, White, Female,0,0,30, United-States, <=50K -28, Private,203776, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, Poland, <=50K -61, Private,202060, HS-grad,9, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,34, United-States, <=50K -59, Private,178282, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,7688,0,40, United-States, >50K -31, Private,57151, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Private,399455, HS-grad,9, Married-spouse-absent, Other-service, Unmarried, White, Female,0,0,52, United-States, <=50K -37, Private,52630, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,124692, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -21, Private,278254, Some-college,10, Never-married, Handlers-cleaners, Own-child, Black, Male,0,0,40, United-States, <=50K -40, Private,162098, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -23, Private,304143, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,10, United-States, <=50K -37, Federal-gov,287031, Masters,14, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,50, United-States, >50K -38, Private,102478, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -36, Private,172425, HS-grad,9, Married-spouse-absent, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, >50K -48, Private,56664, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -42, Private,247514, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, Mexico, >50K -30, Private,307353, HS-grad,9, Never-married, Other-service, Unmarried, Black, Female,0,0,35, United-States, <=50K -37, Private,111129, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,39, United-States, <=50K -29, Private,190539, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,55, Greece, >50K -47, Self-emp-inc,224314, Bachelors,13, Divorced, Sales, Not-in-family, White, Female,0,0,45, United-States, <=50K -47, Self-emp-not-inc,59987, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,2002,42, United-States, <=50K -33, Local-gov,111746, HS-grad,9, Never-married, Protective-serv, Not-in-family, White, Male,0,0,48, United-States, <=50K -24, Private,162958, Assoc-acdm,12, Never-married, Prof-specialty, Not-in-family, White, Male,0,1980,50, United-States, <=50K -68,,129802, HS-grad,9, Widowed,, Not-in-family, White, Female,0,0,12, United-States, <=50K -43, Private,303155, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -25, Private,301634, Assoc-acdm,12, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -27, Private,156294, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, <=50K -50, Private,145033, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,2415,60, United-States, >50K -19,,768659, Some-college,10, Never-married,, Not-in-family, White, Male,0,0,60, United-States, <=50K -32, Private,134679, 11th,7, Never-married, Handlers-cleaners, Own-child, Black, Female,0,0,40, United-States, <=50K -30, Private,188798, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -41, Private,122033, Some-college,10, Never-married, Exec-managerial, Unmarried, Black, Female,0,0,99, United-States, <=50K -21,,223515, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -32, Private,235124, 12th,8, Divorced, Other-service, Not-in-family, White, Male,0,0,30,, <=50K -47, Private,341814, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,45, United-States, <=50K -34, State-gov,764638, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Female,4787,0,47, United-States, >50K -47, Federal-gov,303637, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -31, Private,307543, 10th,6, Never-married, Transport-moving, Own-child, White, Male,0,0,99, Cuba, <=50K -45, Local-gov,151267, Some-college,10, Married-civ-spouse, Other-service, Wife, Black, Female,0,0,25, United-States, <=50K -40, Private,157403, Some-college,10, Never-married, Craft-repair, Unmarried, White, Male,0,0,38, United-States, <=50K -31, Private,124483, Masters,14, Never-married, Adm-clerical, Not-in-family, Asian-Pac-Islander, Male,0,0,60, India, >50K -32, Private,26803, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -40, Private,131899, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -37, Private,119992, 5th-6th,3, Married-civ-spouse, Craft-repair, Husband, White, Male,0,2603,60, United-States, <=50K -31, Private,198068, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -31, Private,264351, 12th,8, Separated, Adm-clerical, Own-child, White, Male,0,0,40, Mexico, <=50K -18,,352430, 11th,7, Never-married,, Own-child, White, Male,0,1602,30, United-States, <=50K -61, Private,29797, HS-grad,9, Divorced, Sales, Other-relative, White, Female,0,0,40, United-States, <=50K -28, Private,54670, Assoc-acdm,12, Never-married, Sales, Not-in-family, White, Female,0,0,40,, <=50K -47, Private,192713, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -55, Self-emp-inc,79662, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -35, Private,190023, 11th,7, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -31, Private,301251, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -36, Private,115336, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,50, United-States, >50K -58, Self-emp-not-inc,98015, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,32, United-States, >50K -33, Self-emp-not-inc,48189, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -33, Private,248754, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, <=50K -30, Private,195602, 12th,8, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,44, United-States, <=50K -45, State-gov,185797, Some-college,10, Never-married, Tech-support, Not-in-family, White, Female,3325,0,60, United-States, <=50K -51, Private,192588, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Asian-Pac-Islander, Female,0,0,35, Philippines, <=50K -44, Private,160837, 5th-6th,3, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, Puerto-Rico, <=50K -54, Local-gov,128378, Masters,14, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,335846, Bachelors,13, Never-married, Exec-managerial, Unmarried, White, Female,0,0,50, United-States, <=50K -19, Private,179991, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,35, United-States, <=50K -31, Private,151763, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,127875, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,20, United-States, <=50K -27, Self-emp-not-inc,132686, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -44, Self-emp-inc,240900, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -35, Private,65876, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,42, United-States, >50K -46, State-gov,165852, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -30, Self-emp-not-inc,437458, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -63, Self-emp-not-inc,261995, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -37, Private,342480, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,40, United-States, >50K -58, Private,270131, 5th-6th,3, Widowed, Other-service, Unmarried, White, Female,0,0,70, Mexico, <=50K -48, Private,216414, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,70, United-States, >50K -30, Private,259425, 10th,6, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,50, United-States, <=50K -45, Private,144086, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -63, Self-emp-not-inc,246124, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -53, Private,321865, Prof-school,15, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, >50K -42, Private,32080, HS-grad,9, Separated, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -31, Local-gov,201697, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -32, Local-gov,300687, Masters,14, Never-married, Prof-specialty, Not-in-family, Black, Male,0,0,40, United-States, <=50K -27, Private,307724, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40,, <=50K -60, Private,40856, HS-grad,9, Married-spouse-absent, Craft-repair, Not-in-family, White, Male,0,1741,40, United-States, <=50K -24,,115085, HS-grad,9, Married-civ-spouse,, Other-relative, White, Male,0,0,40, United-States, <=50K -37, State-gov,202139, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,20, United-States, <=50K -34, Private,190151, HS-grad,9, Separated, Adm-clerical, Unmarried, White, Female,0,0,32, United-States, <=50K -40, Local-gov,208277, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,0,35, United-States, <=50K -19, Private,107405, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -21, Private,194096, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -36, Private,162029, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,3325,0,40, United-States, <=50K -46, Private,172155, Bachelors,13, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Peru, <=50K -51, Self-emp-inc,114674, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -27, Private,116298, HS-grad,9, Separated, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -50, Local-gov,320510, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,7298,0,56, United-States, >50K -31, Private,158144, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -34, Private,181651, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -32, Private,51150, 12th,8, Married-civ-spouse, Other-service, Wife, White, Female,0,0,40, United-States, <=50K -41, State-gov,118544, Some-college,10, Divorced, Other-service, Own-child, White, Male,0,0,12, United-States, <=50K -54, Private,85423, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -34, Private,56460, Bachelors,13, Never-married, Sales, Unmarried, White, Female,0,0,41, United-States, <=50K -28, Private,211208, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -17, Private,154337, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,13, United-States, <=50K -22, Private,125542, 11th,7, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K -47, Private,175847, 5th-6th,3, Married-civ-spouse, Transport-moving, Wife, White, Female,0,0,40, Mexico, >50K -34, Private,229731, HS-grad,9, Married-spouse-absent, Other-service, Not-in-family, White, Female,0,0,35, El-Salvador, <=50K -45, Self-emp-not-inc,40666, Assoc-voc,11, Married-civ-spouse, Farming-fishing, Husband, White, Male,2885,0,60, United-States, <=50K -58, Federal-gov,215900, HS-grad,9, Never-married, Adm-clerical, Other-relative, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -75,,186792, HS-grad,9, Widowed,, Not-in-family, White, Female,0,0,16, United-States, <=50K -18,,151552, 11th,7, Never-married,, Other-relative, White, Female,0,0,15, United-States, <=50K -45, Private,122002, Some-college,10, Divorced, Adm-clerical, Not-in-family, Black, Male,0,0,40, United-States, <=50K -32, Private,32174, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,40, United-States, <=50K -34, Private,349148, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,63, United-States, <=50K -34, Private,209691, Some-college,10, Divorced, Transport-moving, Not-in-family, White, Male,0,0,66, United-States, <=50K -49, Private,163021, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -18, Local-gov,283342, 10th,6, Never-married, Craft-repair, Own-child, Black, Male,0,0,40, United-States, <=50K -41,,45186, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,175398, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,45, United-States, <=50K -30, Private,175455, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -17, Private,194946, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -58,,183869, HS-grad,9, Married-civ-spouse,, Husband, White, Male,3411,0,80, United-States, <=50K -19,,167428, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -35, Private,227615, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -44, Local-gov,196797, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, Black, Female,0,0,36, United-States, >50K -28, Local-gov,273051, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -42, Local-gov,27085, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -45, Private,235646, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,45, United-States, <=50K -25,,168358, HS-grad,9, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -40, Private,167725, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -20, Private,91819, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,20, United-States, <=50K -27, Private,105830, Some-college,10, Never-married, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -59, Private,201159, 12th,8, Widowed, Machine-op-inspct, Other-relative, White, Female,0,0,48, United-States, <=50K -18, Private,137363, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -27, Self-emp-not-inc,164725, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,3464,0,35, United-States, <=50K -47, Private,29438, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,70, United-States, <=50K -67, Private,131656, Bachelors,13, Married-civ-spouse, Transport-moving, Husband, White, Male,0,2392,24, United-States, >50K -33, State-gov,35306, 9th,5, Never-married, Other-service, Own-child, White, Female,0,0,44, United-States, <=50K -63, Private,198206, Some-college,10, Divorced, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -40, Private,103513, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,143078, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -28, Private,109494, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,1485,40, United-States, <=50K -28, Private,52732, 7th-8th,4, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -49, Self-emp-not-inc,164495, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,35, Germany, <=50K -20, Self-emp-not-inc,105997, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,25, United-States, <=50K -49, Federal-gov,105959, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,41, United-States, >50K -18, Private,216540, 11th,7, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -28, Private,159623, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -45, Federal-gov,87207, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,37, United-States, <=50K -57, Private,47621, 9th,5, Married-civ-spouse, Other-service, Wife, White, Female,0,0,38, United-States, <=50K -35, Private,190297, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,1977,65, United-States, >50K -66, Private,48034, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,16, United-States, <=50K -47, Local-gov,162236, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,35, United-States, >50K -57, Private,104724, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -25, Private,129806, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,48, United-States, <=50K -35, Private,170174, Some-college,10, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -23, Local-gov,265148, Bachelors,13, Never-married, Prof-specialty, Unmarried, White, Male,0,0,40, United-States, <=50K -29, Private,192237, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -18, Private,406491, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -23, Private,231866, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -22, Private,292055, Assoc-voc,11, Never-married, Sales, Not-in-family, White, Female,0,0,37, United-States, <=50K -30, Private,140612, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,2051,40, United-States, <=50K -26, Private,191573, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -52, Private,203635, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, >50K -30, Private,171483, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,38, United-States, <=50K -36, Private,68798, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,30, United-States, <=50K -34, Private,31752, HS-grad,9, Divorced, Machine-op-inspct, Other-relative, White, Female,0,0,40,, <=50K -59,,291856, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,135848, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,10, Guatemala, <=50K -22, Private,72887, Some-college,10, Never-married, Other-service, Own-child, Asian-Pac-Islander, Male,0,0,24, United-States, <=50K -47, Private,275163, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -65, Private,29276, HS-grad,9, Widowed, Other-service, Not-in-family, White, Female,2538,0,50, United-States, <=50K -50, Private,224207, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -50, Local-gov,237356, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,7298,0,40, United-States, >50K -29, Private,393829, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -58, Self-emp-not-inc,193720, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, White, Male,0,0,20, United-States, <=50K -56, Self-emp-not-inc,140729, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, <=50K -22, Private,54560, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -34, Self-emp-not-inc,214288, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,3411,0,80, United-States, <=50K -45, Self-emp-inc,88500, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,7298,0,40, United-States, >50K -30, Private,287092, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,2354,0,40, United-States, <=50K -40, Private,225263, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,45, United-States, >50K -52, Local-gov,140027, HS-grad,9, Widowed, Other-service, Not-in-family, White, Female,0,0,20, United-States, <=50K -44, Private,32000, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -44, Private,228516, HS-grad,9, Never-married, Other-service, Unmarried, White, Male,0,0,20, Portugal, <=50K -27, Private,157612, Bachelors,13, Separated, Exec-managerial, Not-in-family, White, Female,0,0,60, United-States, <=50K -24, Private,197200, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,44, United-States, <=50K -28, Private,89598, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Female,0,0,45, United-States, <=50K -40, Private,153799, Bachelors,13, Married-civ-spouse, Sales, Wife, White, Female,0,0,72,, >50K -67,,101761, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, >50K -49, Private,225456, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -36, Private,348960, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -17, Local-gov,157111, 10th,6, Never-married, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -51, Self-emp-not-inc,85877, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,99999,0,60, United-States, >50K -72, Self-emp-not-inc,32819, Masters,14, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,30, United-States, <=50K -21,,517995, HS-grad,9, Never-married,, Own-child, White, Male,0,0,20, United-States, <=50K -59, Private,103948, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,96016, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -21, Private,60668, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,50, United-States, <=50K -29, Local-gov,270379, HS-grad,9, Never-married, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -29, Private,190756, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,44, United-States, <=50K -59, Local-gov,221417, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -23, Private,158940, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,55, United-States, <=50K -67, State-gov,121395, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,12, United-States, <=50K -26, Private,196866, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,38, United-States, <=50K -35, Private,302239, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -41, Private,718736, Some-college,10, Widowed, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -31, Private,178615, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,158096, Bachelors,13, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -19,,317988, Some-college,10, Never-married,, Not-in-family, White, Male,0,0,15, United-States, <=50K -23, Private,325596, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -31, Private,120461, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, <=50K -80,,30680, 7th-8th,4, Married-civ-spouse,, Husband, White, Male,0,0,35, United-States, <=50K -22, Private,125010, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,30, United-States, <=50K -67, Private,268781, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,1510,8, United-States, <=50K -46, Private,36020, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,433682, Bachelors,13, Never-married, Tech-support, Not-in-family, Black, Male,0,0,40, United-States, <=50K -32, Local-gov,349148, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -44, Self-emp-inc,148805, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,33, United-States, <=50K -24, Private,285775, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -46, Local-gov,126524, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,1902,40, United-States, >50K -52, Private,270221, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,44, United-States, >50K -24, Private,117222, HS-grad,9, Divorced, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -31, Private,118941, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,35, United-States, <=50K -59, Private,172667, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,241306, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,5013,0,40, United-States, <=50K -33, State-gov,292317, 9th,5, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,182918, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,7298,0,46, United-States, >50K -76, Self-emp-not-inc,106430, 9th,5, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -41,,119207, HS-grad,9, Divorced,, Not-in-family, White, Male,0,0,40, United-States, <=50K -33, Private,377692, Assoc-acdm,12, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -47, Private,284907, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -65, Federal-gov,190160, Some-college,10, Widowed, Adm-clerical, Not-in-family, White, Male,0,1944,20, Poland, <=50K -65, Self-emp-inc,226215, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -45, Private,169324, 9th,5, Divorced, Other-service, Unmarried, Black, Female,0,0,40, Haiti, <=50K -22, Private,191460, 10th,6, Never-married, Sales, Unmarried, Black, Female,0,0,40, United-States, <=50K -36, Self-emp-not-inc,219155, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -66,,52654, 11th,7, Married-civ-spouse,, Husband, White, Male,0,0,32, United-States, <=50K -64, Self-emp-not-inc,198466, HS-grad,9, Widowed, Sales, Not-in-family, White, Female,0,0,70, United-States, <=50K -47, Private,255965, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,50, United-States, >50K -38,,54953, HS-grad,9, Divorced,, Not-in-family, White, Male,0,0,30, United-States, <=50K -25, Private,290441, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -44, Federal-gov,206927, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,40, United-States, >50K -66, Self-emp-inc,165609, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -33, Self-emp-inc,206609, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,1876,50, United-States, <=50K -64, Private,211846, 10th,6, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -17, Private,102446, 12th,8, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,35, United-States, <=50K -26, Private,114483, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -43, Private,199657, HS-grad,9, Separated, Adm-clerical, Unmarried, White, Female,0,0,20, United-States, <=50K -40, Private,192878, 10th,6, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -43, Private,346081, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,50, United-States, >50K -24, Private,26668, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, Puerto-Rico, <=50K -72,,272425, HS-grad,9, Married-civ-spouse,, Husband, White, Male,3818,0,4, United-States, <=50K -68, Local-gov,159643, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,15, United-States, <=50K -51,,22743, HS-grad,9, Never-married,, Own-child, White, Male,0,0,50, United-States, <=50K -21, Private,142875, 10th,6, Married-civ-spouse, Sales, Husband, White, Male,0,0,44, United-States, <=50K -18,,256304, HS-grad,9, Never-married,, Own-child, Black, Female,0,0,30, United-States, <=50K -36, Private,163380, 10th,6, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -48, Private,162187, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,48, United-States, >50K -32, Private,153353, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -75, Self-emp-inc,134414, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -25, Private,39212, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,344060, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,7298,0,40, Japan, >50K -17, Local-gov,140240, 11th,7, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -70,,210722, Prof-school,15, Divorced,, Not-in-family, White, Male,2538,0,45, United-States, <=50K -32, Private,285946, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, <=50K -34, Private,216645, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -54, Private,54065, 7th-8th,4, Divorced, Machine-op-inspct, Not-in-family, Black, Male,0,0,40, United-States, <=50K -24, Private,44159, 12th,8, Never-married, Other-service, Other-relative, Other, Male,0,0,40, Dominican-Republic, <=50K -46, Private,188729, Assoc-acdm,12, Never-married, Craft-repair, Not-in-family, Black, Female,0,0,50, United-States, <=50K -44, Self-emp-not-inc,296982, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,48,, <=50K -56, Local-gov,277203, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -39, Private,153949, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,30, United-States, <=50K -46, Federal-gov,269890, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,40, United-States, <=50K -35, Federal-gov,61518, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -39, Private,176050, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1848,47, United-States, >50K -25, Private,202700, HS-grad,9, Never-married, Sales, Unmarried, White, Female,0,0,35, United-States, <=50K -18, Private,477083, 11th,7, Never-married, Sales, Not-in-family, White, Male,0,0,30, United-States, <=50K -50, Private,221532, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -43, Private,282155, Assoc-acdm,12, Divorced, Prof-specialty, Not-in-family, White, Female,4650,0,40, United-States, <=50K -38, Private,365307, HS-grad,9, Separated, Adm-clerical, Not-in-family, White, Female,0,0,32, United-States, <=50K -26, Private,248776, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -48, Private,166863, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -42, Private,191149, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, United-States, >50K -22, Private,126822, 10th,6, Never-married, Sales, Own-child, White, Female,0,0,30, United-States, <=50K -20, Private,281743, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,50, United-States, <=50K -27, Private,212041, Bachelors,13, Never-married, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -31, Private,264351, 7th-8th,4, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, Mexico, <=50K -54, Private,117198, HS-grad,9, Widowed, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -38, Private,202937, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -53,,201062, HS-grad,9, Married-civ-spouse,, Wife, Black, Female,0,0,2, United-States, <=50K -51, Private,96062, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -54, Self-emp-not-inc,99902, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Ireland, >50K -54, Private,76268, HS-grad,9, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,80, United-States, <=50K -64, Private,200517, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,39, United-States, <=50K -48,,222478, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,20, United-States, <=50K -19,,168471, Some-college,10, Never-married,, Own-child, White, Male,0,0,15, United-States, <=50K -52, Private,403027, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -34, Self-emp-not-inc,201292, Assoc-voc,11, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -39, Self-emp-not-inc,360814, 12th,8, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -51, Private,155574, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -48, Private,135525, Some-college,10, Widowed, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, >50K -42, Self-emp-not-inc,24763, Bachelors,13, Divorced, Craft-repair, Not-in-family, White, Male,0,0,65, United-States, <=50K -38, Self-emp-inc,184456, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, Italy, >50K -40, Private,30412, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -37, State-gov,93225, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -60, Self-emp-not-inc,359988, Some-college,10, Married-civ-spouse, Other-service, Wife, White, Female,0,0,12, United-States, <=50K -60, Self-emp-not-inc,122314, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,65, United-States, <=50K -59, Federal-gov,51662, HS-grad,9, Widowed, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -30, Private,137991, Assoc-voc,11, Never-married, Other-service, Not-in-family, White, Female,0,0,41, United-States, <=50K -47, State-gov,119458, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -42, Private,208068, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, Other, Male,7298,0,40, Mexico, >50K -32, Private,219553, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -23, Private,308924, HS-grad,9, Married-civ-spouse, Craft-repair, Other-relative, White, Male,0,0,40, United-States, <=50K -27, Private,169748, HS-grad,9, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -55, Private,164970, HS-grad,9, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,38, United-States, <=50K -39, Private,190987, Assoc-voc,11, Divorced, Adm-clerical, Unmarried, White, Female,0,0,50, United-States, <=50K -33, Private,250804, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, England, <=50K -30, Private,85374, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,45, United-States, <=50K -81, Private,39667, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,20, United-States, <=50K -41, Private,84817, Assoc-voc,11, Divorced, Prof-specialty, Unmarried, White, Female,3887,0,40, United-States, <=50K -38, Private,227615, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Mexico, <=50K -54, Private,155737, Bachelors,13, Divorced, Sales, Not-in-family, White, Female,8614,0,40, United-States, >50K -38, Private,133935, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,41, El-Salvador, >50K -22, Federal-gov,316438, HS-grad,9, Never-married, Prof-specialty, Own-child, White, Male,0,0,35, United-States, <=50K -44, Private,107433, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, >50K -36, State-gov,28572, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,38, United-States, <=50K -32, Self-emp-not-inc,291414, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,35, United-States, >50K -22, Private,202153, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -45, Private,324655, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -32, Self-emp-not-inc,27207, 11th,7, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,80, United-States, <=50K -30, Private,184435, HS-grad,9, Never-married, Adm-clerical, Not-in-family, Black, Male,0,0,40, United-States, <=50K -34, Private,122749, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,32, United-States, <=50K -36, Private,181146, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,40, India, <=50K -21, Private,225311, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -40, Self-emp-not-inc,33474, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -42, Private,126319, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,35, United-States, <=50K -52, Private,247806, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,50, United-States, >50K -50, Private,85815, Assoc-voc,11, Divorced, Prof-specialty, Not-in-family, Asian-Pac-Islander, Male,0,0,38, United-States, >50K -48, Private,204629, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -63, Private,195540, Assoc-voc,11, Divorced, Exec-managerial, Not-in-family, Black, Male,0,1408,40, United-States, <=50K -27, Private,113866, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -31, Private,114691, 11th,7, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, Ireland, <=50K -22,,227943, Some-college,10, Never-married,, Not-in-family, White, Male,0,0,44, United-States, <=50K -45, Private,310260, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, >50K -35, Private,189922, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,52, United-States, >50K -54, Private,249949, Some-college,10, Divorced, Machine-op-inspct, Not-in-family, Black, Female,0,0,40, United-States, <=50K -23,,38455, Some-college,10, Never-married,, Not-in-family, White, Male,0,0,11, United-States, <=50K -51, Private,123429, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,15024,0,40, United-States, >50K -71, Private,99549, 5th-6th,3, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -50, Private,98954, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, >50K -36, Private,49794, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -47,,80451, 7th-8th,4, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,129764, Some-college,10, Divorced, Sales, Unmarried, White, Male,1506,0,50, United-States, <=50K -29, Private,189702, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,10520,0,50, United-States, >50K -59, Self-emp-not-inc,78020, 7th-8th,4, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,182843, HS-grad,9, Divorced, Other-service, Unmarried, White, Male,0,0,40, United-States, <=50K -42, Private,53956, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -31, State-gov,223376, Bachelors,13, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -44, Federal-gov,151933, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,1485,40, United-States, >50K -47, Private,100931, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,45, United-States, <=50K -23, Private,442478, Some-college,10, Never-married, Transport-moving, Own-child, White, Male,0,0,15, United-States, <=50K -24, Private,153082, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,35, United-States, <=50K -46, Private,182414, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, >50K -35, Local-gov,217926, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,40, United-States, <=50K -36, Private,176536, Some-college,10, Separated, Adm-clerical, Other-relative, Amer-Indian-Eskimo, Female,0,0,42, United-States, <=50K -37, Private,237943, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, Poland, <=50K -20, Private,117789, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,10, United-States, <=50K -59, Private,113838, Bachelors,13, Widowed, Prof-specialty, Not-in-family, White, Female,4650,0,37, United-States, <=50K -17, Private,278414, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,15, United-States, <=50K -36, Private,122493, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -57, Private,110820, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -28, Private,106141, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,99999,0,40, United-States, >50K -43, Self-emp-not-inc,215896, Some-college,10, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,50, United-States, <=50K -49, Private,547108, Bachelors,13, Married-civ-spouse, Tech-support, Husband, Asian-Pac-Islander, Male,15024,0,40,, >50K -50, Federal-gov,169078, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,4386,0,40, United-States, >50K -69, Self-emp-not-inc,227906, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,3456,0,30, Germany, <=50K -57, Private,61298, 5th-6th,3, Separated, Machine-op-inspct, Other-relative, White, Female,0,0,40, Ecuador, <=50K -49, Private,184285, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -48, Private,64156, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -61, Private,56248, 1st-4th,2, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,60, United-States, >50K -51, Private,171275, 7th-8th,4, Divorced, Other-service, Not-in-family, Other, Male,0,0,40, Peru, <=50K -41, Private,123490, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -60, Private,420842, Assoc-acdm,12, Divorced, Priv-house-serv, Other-relative, White, Female,0,0,40,, <=50K -40, Private,51233, Bachelors,13, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,38, United-States, <=50K -36, Private,353263, Bachelors,13, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -17, Private,262031, 12th,8, Never-married, Other-service, Other-relative, White, Male,0,0,20, United-States, <=50K -50, Private,334421, Prof-school,15, Never-married, Prof-specialty, Other-relative, Asian-Pac-Islander, Female,0,1590,25, China, <=50K -24, Private,200153, Assoc-voc,11, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -70,,187972, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -29, Federal-gov,360186, HS-grad,9, Never-married, Other-service, Unmarried, White, Male,0,0,40, United-States, <=50K -20, Private,368832, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,25, United-States, <=50K -36, Private,359131, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, <=50K -35, Self-emp-not-inc,295279, Bachelors,13, Divorced, Sales, Not-in-family, White, Male,0,0,37, United-States, <=50K -34, Private,378272, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -18, Private,150817, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -40, Self-emp-not-inc,145246, Some-college,10, Divorced, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -51, Private,185490, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -29, Private,217424, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, >50K -24, Private,190483, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -50, Self-emp-not-inc,391016, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -38, Private,30509, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Wife, White, Female,3908,0,50, United-States, <=50K -28, Private,267661, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Male,0,0,45, United-States, <=50K -57, Private,197369, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -49, Self-emp-not-inc,393691, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -46, Private,168441, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -47, Self-emp-inc,85109, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -22, Private,190457, 10th,6, Never-married, Other-service, Not-in-family, White, Female,0,0,35, United-States, <=50K -37, Self-emp-not-inc,289430, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Mexico, <=50K -39, Private,166697, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,35, United-States, <=50K -24, Local-gov,310355, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,20, Germany, <=50K -31, Private,300828, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, Black, Male,0,0,30, United-States, <=50K -20, Private,188923, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,37, United-States, <=50K -36, Private,167482, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -29, Private,114968, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,102988, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, Ecuador, >50K -67, Local-gov,330144, Assoc-voc,11, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,18, United-States, <=50K -47, Private,362654, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -35, Private,179481, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -42, Private,204817, Bachelors,13, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,35, United-States, <=50K -32, Private,172402, Some-college,10, Never-married, Adm-clerical, Unmarried, Other, Female,0,0,40, United-States, <=50K -44, Private,54611, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -42, State-gov,179151, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -17, Private,30829, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,12, United-States, <=50K -50, Private,474229, HS-grad,9, Divorced, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -46, Self-emp-not-inc,246981, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Black, Male,0,0,23, United-States, <=50K -39, Private,271610, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, >50K -25, Private,179138, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -19, Local-gov,268722, Some-college,10, Never-married, Sales, Other-relative, White, Female,0,0,20, United-States, <=50K -46, Private,111410, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -37, Local-gov,125550, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,7688,0,40, United-States, >50K -24, Private,51985, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -45, Private,302584, Bachelors,13, Divorced, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -90, Federal-gov,311184, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,99, United-States, <=50K -45, Local-gov,133969, Bachelors,13, Married-civ-spouse, Transport-moving, Husband, Asian-Pac-Islander, Male,0,0,40, Thailand, <=50K -41, Local-gov,214242, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,1902,72, United-States, >50K -29, Private,372149, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,35, United-States, <=50K -53, Private,203967, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -21, Private,147344, HS-grad,9, Never-married, Transport-moving, Other-relative, White, Male,0,0,60,, <=50K -45, Self-emp-inc,139268, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -38, Private,349198, Assoc-acdm,12, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,21, United-States, >50K -43, Private,222756, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,2002,44, United-States, <=50K -53, Local-gov,196395, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,40, United-States, >50K -22, Private,316304, Some-college,10, Never-married, Farming-fishing, Own-child, White, Male,0,0,50, United-States, <=50K -44, Private,347653, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, Germany, <=50K -40, Private,176063, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,60, United-States, >50K -67, Private,176835, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -58, Private,144092, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,35, United-States, >50K -23, Private,148709, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,38, United-States, <=50K -31, Federal-gov,194141, Assoc-voc,11, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -28, Self-emp-inc,215423, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,70, United-States, <=50K -52, Self-emp-not-inc,128378, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,34431, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -21, Private,180690, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -28, Private,142712, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,57, United-States, >50K -43, State-gov,185619, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Amer-Indian-Eskimo, Male,0,0,35, United-States, >50K -36, Self-emp-not-inc,358373, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Black, Female,0,0,30, United-States, <=50K -27, Private,81648, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -56, Private,244580, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -31, Private,184570, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -39, State-gov,210150, Masters,14, Never-married, Protective-serv, Not-in-family, White, Female,0,0,40, United-States, <=50K -22, Local-gov,212213, Some-college,10, Never-married, Adm-clerical, Own-child, Black, Female,0,0,40, United-States, <=50K -37, Private,182148, Bachelors,13, Never-married, Other-service, Not-in-family, White, Male,0,0,39, United-States, <=50K -29, Private,55390, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -58, Private,66788, HS-grad,9, Separated, Machine-op-inspct, Unmarried, White, Male,0,0,40, Portugal, <=50K -43, Federal-gov,265604, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -21, Private,110677, Some-college,10, Married-civ-spouse, Other-service, Other-relative, White, Female,0,0,30, United-States, <=50K -34, Private,320077, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, >50K -56, Private,201817, HS-grad,9, Widowed, Machine-op-inspct, Not-in-family, Black, Female,0,0,40, United-States, <=50K -43, Private,142725, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,1887,80, United-States, >50K -44, Self-emp-not-inc,53956, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,45, United-States, <=50K -45, State-gov,116892, Assoc-acdm,12, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -33, Private,34572, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -40, State-gov,287008, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -66, Local-gov,30740, Some-college,10, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,20, United-States, <=50K -27, Private,162104, 7th-8th,4, Never-married, Priv-house-serv, Own-child, White, Female,0,0,30, United-States, <=50K -65, Private,237024, 1st-4th,2, Married-civ-spouse, Other-service, Husband, White, Male,0,0,35, Mexico, <=50K -20, Private,228306, HS-grad,9, Never-married, Tech-support, Own-child, White, Female,0,0,32, United-States, <=50K -18, Private,127388, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -45, Private,72393, Bachelors,13, Married-spouse-absent, Prof-specialty, Unmarried, White, Female,0,0,38, United-States, <=50K -55, Self-emp-inc,160813, HS-grad,9, Separated, Sales, Not-in-family, White, Female,0,0,60, United-States, <=50K -43, Private,255586, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, White, Male,0,0,40, United-States, <=50K -21, Private,342575, Some-college,10, Never-married, Sales, Own-child, Black, Female,0,0,35, United-States, <=50K -28, Private,181466, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -23, Private,234108, Assoc-acdm,12, Never-married, Machine-op-inspct, Unmarried, White, Male,0,0,40, United-States, <=50K -28, Private,66414, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,227307, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,43, United-States, >50K -23, Private,157145, HS-grad,9, Separated, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -63, Private,252457, HS-grad,9, Widowed, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -60, Federal-gov,142769, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -32, Private,49539, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,3674,0,40, United-States, <=50K -33, Private,249438, HS-grad,9, Never-married, Other-service, Own-child, Black, Female,0,0,40, United-States, <=50K -30, Private,289293, 12th,8, Married-civ-spouse, Craft-repair, Husband, White, Male,3908,0,40, Dominican-Republic, <=50K -68, Self-emp-not-inc,198884, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,25, United-States, <=50K -53, Local-gov,229259, Assoc-acdm,12, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,45, United-States, >50K -36, Private,289223, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,1848,40, United-States, >50K -23, Private,42401, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -26, Private,295055, HS-grad,9, Never-married, Machine-op-inspct, Own-child, Black, Male,0,0,40, United-States, <=50K -42, State-gov,214781, Bachelors,13, Never-married, Prof-specialty, Unmarried, White, Male,0,1876,38, United-States, <=50K -20, Private,95552, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -53, Private,308764, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,45, United-States, <=50K -36, Private,185394, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -47, Private,358382, Some-college,10, Separated, Prof-specialty, Not-in-family, Black, Male,0,0,40, United-States, <=50K -35, Private,195946, Assoc-acdm,12, Married-civ-spouse, Other-service, Husband, Asian-Pac-Islander, Male,0,0,40, Thailand, <=50K -32, Private,296897, Bachelors,13, Never-married, Prof-specialty, Own-child, Black, Female,0,0,40, United-States, <=50K -41, Self-emp-not-inc,230961, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -22, Private,169022, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,48, United-States, <=50K -28, Private,209301, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,1848,40, United-States, >50K -42, Private,252058, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -51, Self-emp-not-inc,30012, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -33, Private,202046, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -22, Private,52262, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -60, Private,96660, HS-grad,9, Divorced, Sales, Other-relative, White, Female,0,0,33, United-States, <=50K -50, Self-emp-not-inc,200618, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -58, Private,177368, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,3137,0,16, United-States, <=50K -22, Private,311311, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,60, United-States, <=50K -47, State-gov,142856, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -28, Private,134890, Bachelors,13, Never-married, Sales, Own-child, White, Male,0,1974,50, United-States, <=50K -38, Self-emp-inc,179579, Doctorate,16, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -67, State-gov,173623, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,4931,0,30, United-States, <=50K -76, Self-emp-inc,99328, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,6514,0,40, United-States, >50K -41, Local-gov,224799, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, >50K -57, Self-emp-inc,231781, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -22, Private,41763, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -38, Local-gov,51240, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, <=50K -30, Private,206923, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Wife, Other, Female,0,1977,40, United-States, >50K -30, Self-emp-inc,132601, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -27, Private,357348, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,2202,0,40, United-States, <=50K -22, Private,150683, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,20, United-States, <=50K -40, Self-emp-inc,188615, 11th,7, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,20, United-States, >50K -73, Private,159007, Bachelors,13, Divorced, Farming-fishing, Other-relative, White, Female,0,0,12, United-States, <=50K -23, Private,130959, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,2407,0,6, Canada, <=50K -51, Private,158746, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,60, United-States, >50K -29, Private,498833, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, Nicaragua, <=50K -46, Private,193188, Masters,14, Never-married, Exec-managerial, Unmarried, White, Male,0,0,40, United-States, <=50K -29, Self-emp-inc,136277, HS-grad,9, Never-married, Exec-managerial, Not-in-family, Black, Female,0,0,16, United-States, <=50K -34, Private,137991, Bachelors,13, Never-married, Sales, Own-child, White, Female,0,0,35, United-States, <=50K -38, Self-emp-not-inc,187098, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,48, United-States, <=50K -62, Private,176839, Doctorate,16, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, >50K -30, State-gov,185384, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,50, United-States, <=50K -20, Private,87867, Some-college,10, Never-married, Tech-support, Own-child, White, Male,0,0,40, United-States, <=50K -40, Private,111779, 11th,7, Divorced, Other-service, Unmarried, Black, Female,0,0,36, United-States, <=50K -37, Local-gov,185556, HS-grad,9, Separated, Protective-serv, Not-in-family, White, Male,0,1980,35, United-States, <=50K -56, Private,59469, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Canada, <=50K -63, Private,164435, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -25, Private,259336, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,40, Peru, <=50K -40, Self-emp-not-inc,277488, HS-grad,9, Separated, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -53, Private,104258, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,141427, Bachelors,13, Never-married, Exec-managerial, Not-in-family, Black, Female,0,0,40, United-States, <=50K -32, Private,267052, 10th,6, Never-married, Farming-fishing, Unmarried, Black, Female,0,0,40, United-States, <=50K -33, Private,114764, Some-college,10, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -50, Local-gov,151143, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -37, Private,176357, Some-college,10, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -29, Private,190303, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Male,2463,0,15, United-States, <=50K -28, Private,220692, Some-college,10, Never-married, Adm-clerical, Own-child, Black, Female,0,0,40, United-States, <=50K -46, Private,181970, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -42, Private,263339, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,5178,0,40, United-States, >50K -21, Self-emp-not-inc,83704, 9th,5, Never-married, Sales, Own-child, White, Male,0,0,30, United-States, <=50K -24, Private,324960, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,30, United-States, <=50K -53, Private,96062, 9th,5, Divorced, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -54, Private,96678, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -36, Private,33435, Assoc-voc,11, Divorced, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -52, Self-emp-not-inc,399008, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,5013,0,40, United-States, <=50K -71, Private,159722, HS-grad,9, Widowed, Adm-clerical, Unmarried, White, Female,0,0,25, United-States, <=50K -36, Private,225172, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -52, Private,135033, 7th-8th,4, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, Ecuador, <=50K -38, Private,179671, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,48, United-States, <=50K -56, Private,182460, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -52, Private,231196, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -55, Private,181974, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -31, Private,326104, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,45, United-States, <=50K -51, Self-emp-inc,126850, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,65, United-States, <=50K -23, Private,33644, Bachelors,13, Never-married, Other-service, Not-in-family, White, Female,0,0,50, United-States, <=50K -40, Private,92649, Assoc-acdm,12, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -20, Private,353696, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,28, United-States, <=50K -36, Private,238342, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -22, Private,882849, Bachelors,13, Never-married, Other-service, Own-child, White, Male,0,0,35, United-States, <=50K -49, Self-emp-inc,318280, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, >50K -35, Private,151322, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,55, United-States, >50K -31, Self-emp-inc,111567, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -43, Private,279996, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,20, United-States, <=50K -48, Private,103743, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,2002,70, United-States, <=50K -53, Private,30846, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -26, Private,191393, HS-grad,9, Never-married, Adm-clerical, Unmarried, Black, Male,0,1380,40, United-States, <=50K -35, State-gov,140564, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,5013,0,40, United-States, <=50K -37, Federal-gov,243177, Some-college,10, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -55, Local-gov,104996, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,15, United-States, <=50K -27, Local-gov,191202, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,45, United-States, <=50K -47, Private,247379, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,45, United-States, <=50K -44, Private,96129, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -47,,58440, Assoc-voc,11, Married-civ-spouse,, Husband, White, Male,0,0,45, United-States, <=50K -24, Private,125031, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -23, Private,183772, Assoc-acdm,12, Never-married, Adm-clerical, Other-relative, White, Female,0,0,70, United-States, <=50K -37, Private,78488, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,32, United-States, <=50K -32, Self-emp-not-inc,121058, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -43, Private,84673, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,38, United-States, >50K -30, Private,172830, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,3325,0,40, United-States, <=50K -36, Private,307520, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, Asian-Pac-Islander, Female,0,0,40, Philippines, >50K -21, Private,327797, Some-college,10, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -40, Private,108945, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,32, United-States, <=50K -52, Private,164473, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,38, United-States, <=50K -40, Private,144778, Bachelors,13, Married-spouse-absent, Sales, Not-in-family, White, Male,0,0,40, United-States, >50K -54, Private,69477, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,60, United-States, >50K -45, Private,137946, Bachelors,13, Divorced, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -28, Private,167737, Bachelors,13, Widowed, Other-service, Own-child, White, Male,0,1974,50, United-States, <=50K -30, Private,195602, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,45,, <=50K -31, Private,140206, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -42, Self-emp-inc,272551, Bachelors,13, Divorced, Tech-support, Not-in-family, White, Female,0,1564,60, United-States, >50K -24, Private,114939, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -45, Local-gov,265477, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, France, >50K -51, Local-gov,252029, Doctorate,16, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,45, United-States, >50K -29, Self-emp-inc,263786, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, >50K -35, Private,397877, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -24, Private,316438, 5th-6th,3, Never-married, Machine-op-inspct, Other-relative, White, Male,0,0,40, Mexico, <=50K -34, Local-gov,283921, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,199903, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -42, Private,339814, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -19,,191140, Some-college,10, Never-married,, Own-child, White, Male,0,0,20, United-States, <=50K -33, Private,174215, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,55, United-States, >50K -32, Private,124420, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -34, Private,289228, Masters,14, Married-civ-spouse, Exec-managerial, Wife, White, Female,15024,0,45, United-States, >50K -27, Private,200610, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,2580,0,40, United-States, <=50K -36, Private,140327, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,7298,0,35, United-States, >50K -39, Local-gov,86643, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,48, United-States, <=50K -33, Private,226624, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -48, Private,365516, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,35, United-States, <=50K -27, Private,153288, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,235124, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40,, <=50K -28, Self-emp-inc,160731, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -17, Private,230999, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,16, United-States, <=50K -38, Private,453663, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,44, United-States, <=50K -28, Private,250967, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,2105,0,40, United-States, <=50K -22,,96844, Some-college,10, Never-married,, Not-in-family, White, Female,0,1602,20, United-States, <=50K -41, Federal-gov,149102, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,1980,40, United-States, <=50K -42, Private,226452, 9th,5, Never-married, Machine-op-inspct, Other-relative, White, Female,0,0,40, Mexico, <=50K -36, Private,34378, 7th-8th,4, Never-married, Machine-op-inspct, Unmarried, White, Male,0,0,60, United-States, <=50K -37, Local-gov,177277, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -38, Local-gov,316470, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -55, Local-gov,293104, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -55, Private,380357, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60,, >50K -36, Private,101318, Some-college,10, Married-spouse-absent, Prof-specialty, Not-in-family, Asian-Pac-Islander, Female,0,0,40, China, >50K -32,,339099, Some-college,10, Never-married,, Unmarried, Black, Female,0,0,40, United-States, <=50K -52, Private,131662, Bachelors,13, Divorced, Adm-clerical, Unmarried, White, Female,0,0,45, United-States, <=50K -20, Private,163333, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Female,0,0,20, United-States, <=50K -43, Private,71738, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -35, Private,141276, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -61, Private,242552, 5th-6th,3, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,37, Honduras, <=50K -30, Private,246439, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -38, Federal-gov,81232, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -31, Private,157568, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -21, Private,117476, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -28, State-gov,198201, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, Black, Male,0,0,40, United-States, <=50K -57, Private,167483, Assoc-voc,11, Divorced, Exec-managerial, Unmarried, White, Female,0,0,50, United-States, <=50K -19, Self-emp-inc,150384, HS-grad,9, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -18,,96244, Some-college,10, Never-married,, Own-child, White, Male,0,0,45, United-States, <=50K -34, Private,33678, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,4508,0,35, United-States, <=50K -42, Private,180985, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,52, United-States, <=50K -36, Private,101192, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -33, Private,207561, Bachelors,13, Never-married, Adm-clerical, Not-in-family, Black, Male,0,0,40, United-States, <=50K -32, Private,105749, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -41, Self-emp-inc,443508, Doctorate,16, Married-civ-spouse, Exec-managerial, Husband, White, Male,99999,0,60, United-States, >50K -23, Private,249087, Bachelors,13, Never-married, Tech-support, Own-child, White, Female,0,0,40, United-States, <=50K -31, Local-gov,279231, Assoc-voc,11, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -38, Private,180477, 10th,6, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -51, Private,144522, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, El-Salvador, <=50K -36, Local-gov,248263, HS-grad,9, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -38,,498411, Some-college,10, Married-civ-spouse,, Wife, White, Female,0,0,40, United-States, <=50K -57, Private,102442, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -20, Private,262877, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Female,0,0,55, United-States, <=50K -66, Self-emp-not-inc,325537, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -22, Private,161638, HS-grad,9, Never-married, Machine-op-inspct, Other-relative, White, Female,0,0,40, Columbia, <=50K -46, Self-emp-not-inc,24367, 10th,6, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,99, United-States, >50K -38, Private,108140, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,7298,0,50, United-States, >50K -63,,205110, 10th,6, Widowed,, Not-in-family, Black, Male,0,0,40, United-States, <=50K -43, Self-emp-inc,504423, Masters,14, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,60, Japan, >50K -37, Private,264700, HS-grad,9, Married-civ-spouse, Tech-support, Wife, Black, Female,0,0,35, United-States, <=50K -22, Private,335067, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,20, United-States, <=50K -58, Private,153551, HS-grad,9, Divorced, Sales, Unmarried, White, Female,0,0,23, United-States, <=50K -43, Private,186077, HS-grad,9, Widowed, Transport-moving, Unmarried, Black, Male,0,0,40, United-States, <=50K -55, Local-gov,85001, Masters,14, Married-spouse-absent, Prof-specialty, Not-in-family, White, Female,0,0,38, United-States, <=50K -45, Self-emp-not-inc,216999, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -48, Private,107231, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -36, Self-emp-not-inc,52870, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,4386,0,50, United-States, >50K -73, Self-emp-not-inc,228899, 7th-8th,4, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,99, United-States, <=50K -29, Local-gov,90956, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,186934, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -57, Self-emp-inc,37394, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -25,,30840, Some-college,10, Divorced,, Unmarried, White, Female,0,0,40, Germany, <=50K -32, Private,185177, Assoc-voc,11, Separated, Tech-support, Own-child, White, Male,0,1590,40, United-States, <=50K -34, Private,312055, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, >50K -20, Private,176262, Assoc-acdm,12, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -51, Self-emp-inc,161482, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, United-States, <=50K -51, Private,373448, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,2002,40, United-States, <=50K -45, Self-emp-not-inc,277630, Some-college,10, Divorced, Exec-managerial, Not-in-family, Black, Male,0,0,48, United-States, <=50K -68, Self-emp-not-inc,150904, HS-grad,9, Widowed, Craft-repair, Not-in-family, White, Female,0,0,35, United-States, <=50K -73, Private,187334, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -18, Private,328937, 7th-8th,4, Never-married, Other-service, Own-child, Black, Male,0,0,20, United-States, <=50K -35, Local-gov,132879, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -58, Private,49159, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -38, Private,133299, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Male,0,0,55, United-States, <=50K -62,,268315, Some-college,10, Divorced,, Not-in-family, White, Female,0,0,40, United-States, <=50K -31, Private,176430, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -18, Private,211344, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -35, Private,162302, Some-college,10, Never-married, Tech-support, Own-child, White, Female,0,0,32, United-States, <=50K -51, Private,229225, Masters,14, Divorced, Other-service, Not-in-family, Black, Female,0,0,18, United-States, >50K -49, Self-emp-not-inc,77404, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,44,, >50K -51, Local-gov,202044, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,55, United-States, <=50K -28, Private,94128, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -21,,189888, Assoc-acdm,12, Never-married,, Not-in-family, White, Male,0,0,48, United-States, <=50K -32, Private,94041, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, >50K -50, State-gov,322840, Assoc-voc,11, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, Poland, >50K -47, Federal-gov,746660, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,1887,40, United-States, >50K -54, Private,84587, HS-grad,9, Married-civ-spouse, Tech-support, Husband, Asian-Pac-Islander, Male,0,0,38, Philippines, <=50K -41, Private,33126, Assoc-voc,11, Never-married, Other-service, Not-in-family, White, Male,0,0,45, United-States, <=50K -29, Private,247445, HS-grad,9, Separated, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -52, Self-emp-not-inc,210377, 10th,6, Married-civ-spouse, Exec-managerial, Wife, Black, Female,0,0,40, United-States, <=50K -19,,239862, Some-college,10, Never-married,, Other-relative, White, Male,0,0,40, United-States, <=50K -33, Private,327112, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -37, Self-emp-not-inc,188563, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,55, United-States, <=50K -62,,189098, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,15, United-States, <=50K -27, Private,26326, Assoc-voc,11, Divorced, Other-service, Unmarried, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -46, Private,145636, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,3103,0,50, United-States, >50K -45, State-gov,255456, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,50, India, >50K -35, Private,196373, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,1672,40, United-States, <=50K -32, Private,167476, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -32, State-gov,59083, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -36, Self-emp-not-inc,186934, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, <=50K -62,,188650, 7th-8th,4, Married-civ-spouse,, Husband, White, Male,0,0,10, United-States, <=50K -33, Federal-gov,373043, HS-grad,9, Never-married, Transport-moving, Not-in-family, Black, Male,0,0,34, Germany, <=50K -51, Private,250423, Some-college,10, Married-spouse-absent, Transport-moving, Unmarried, White, Male,0,0,40, United-States, <=50K -29, Private,334032, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -29, State-gov,89487, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -52, Private,230205, Some-college,10, Never-married, Adm-clerical, Not-in-family, Black, Female,0,2001,32, United-States, <=50K -33, Private,212980, HS-grad,9, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -32, Private,351770, Some-college,10, Divorced, Farming-fishing, Unmarried, White, Female,0,0,40, United-States, <=50K -35, State-gov,167482, HS-grad,9, Never-married, Protective-serv, Own-child, White, Male,0,1980,40, United-States, <=50K -23, Private,42251, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -56, Self-emp-not-inc,52822, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,70, United-States, <=50K -41, Private,229472, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -33, Private,93034, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,0,40, Laos, <=50K -35, Private,415167, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -76, Self-emp-not-inc,161182, Some-college,10, Widowed, Sales, Not-in-family, White, Male,0,0,20, United-States, <=50K -38, Private,166549, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, <=50K -42, Private,36296, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -45, Private,272442, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -22, Private,366139, Some-college,10, Married-civ-spouse, Tech-support, Wife, White, Female,0,0,40, United-States, <=50K -30, Self-emp-inc,127651, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,65, United-States, >50K -59, Private,158077, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -33, Private,154950, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -30, Local-gov,197886, Assoc-acdm,12, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -43, Private,211518, HS-grad,9, Divorced, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -26, Private,214303, HS-grad,9, Never-married, Other-service, Unmarried, White, Female,0,0,20, United-States, <=50K -34, Private,154120, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,60, United-States, >50K -53, Private,186303, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -26, Private,488459, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -66, Private,423883, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,117963, 9th,5, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, <=50K -57, Self-emp-not-inc,38430, 7th-8th,4, Widowed, Farming-fishing, Unmarried, White, Male,0,0,40, United-States, <=50K -30, Private,176969, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -18,,116839, Some-college,10, Never-married,, Not-in-family, White, Female,0,0,20, United-States, <=50K -23, Private,212407, Bachelors,13, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,25, United-States, <=50K -35, Local-gov,110075, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,15024,0,50, United-States, >50K -40, Private,183096, Bachelors,13, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -45, Federal-gov,126754, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -28, Private,216178, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,188391, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -17,,27251, 11th,7, Widowed,, Own-child, White, Male,0,0,40, United-States, <=50K -51, Private,40230, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,60, United-States, <=50K -47, Private,100009, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,30, United-States, <=50K -27,,222442, Some-college,10, Divorced,, Own-child, White, Male,0,0,25, El-Salvador, <=50K -24, Local-gov,403471, Some-college,10, Never-married, Adm-clerical, Own-child, Black, Female,0,0,48, United-States, <=50K -52, Private,161482, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -20, Private,83141, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,4416,0,53, United-States, <=50K -68, Self-emp-inc,31661, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,65, United-States, <=50K -35, Private,101073, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, >50K -53, Local-gov,99682, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,2174,0,40, United-States, <=50K -23, Private,215395, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Private,343476, 11th,7, Divorced, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -21, Private,178363, Some-college,10, Never-married, Adm-clerical, Own-child, Black, Female,0,0,20, United-States, <=50K -52, Private,95872, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,55,, <=50K -49, Private,90907, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, Asian-Pac-Islander, Male,0,0,40, Outlying-US(Guam-USVI-etc), >50K -42, Private,165309, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,50, United-States, <=50K -35, Private,208358, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,37, United-States, >50K -42, Private,171069, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, Black, Male,15024,0,40, United-States, >50K -46, Private,53540, Some-college,10, Divorced, Prof-specialty, Not-in-family, Black, Female,0,0,40, United-States, >50K -48, Private,29433, Some-college,10, Divorced, Sales, Unmarried, White, Female,0,0,55, United-States, <=50K -48, Self-emp-not-inc,175622, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -52, Private,231865, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,46, United-States, <=50K -51, Private,266336, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,1902,50, United-States, >50K -44, Self-emp-not-inc,190290, Some-college,10, Married-spouse-absent, Exec-managerial, Not-in-family, White, Male,0,0,80, France, <=50K -74, Self-emp-not-inc,45319, 12th,8, Married-civ-spouse, Other-service, Husband, White, Male,1409,0,20, Canada, <=50K -17, Never-worked,131593, 11th,7, Never-married,, Own-child, Black, Female,0,0,20, United-States, <=50K -24, Local-gov,177913, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -51, Private,457357, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -43, Self-emp-inc,253811, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,2415,55, United-States, >50K -48, Private,501671, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, Black, Male,0,0,48, United-States, <=50K -35, State-gov,227128, HS-grad,9, Divorced, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -40, Federal-gov,39137, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -52, Self-emp-not-inc,121038, HS-grad,9, Widowed, Other-service, Unmarried, Black, Female,0,0,43, United-States, <=50K -53, State-gov,119570, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -29,,99297, HS-grad,9, Married-civ-spouse,, Not-in-family, Asian-Pac-Islander, Female,0,0,40, Cambodia, <=50K -28, Self-emp-not-inc,169460, Assoc-voc,11, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,80, United-States, <=50K -33, Private,261639, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, Black, Male,4064,0,40, United-States, <=50K -21, Private,214542, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,22, United-States, <=50K -31, Private,141410, Some-college,10, Never-married, Transport-moving, Not-in-family, Black, Male,0,0,40, United-States, <=50K -39, Private,370549, Some-college,10, Married-civ-spouse, Sales, Wife, White, Female,0,0,30, United-States, >50K -44, Self-emp-not-inc,234767, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,30, United-States, >50K -40, Private,104196, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -22, State-gov,52262, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,20, England, <=50K -22,,285775, Bachelors,13, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -60, Private,235336, Some-college,10, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,70, United-States, <=50K -49, Private,165539, Some-college,10, Never-married, Priv-house-serv, Not-in-family, Black, Female,0,0,90, Jamaica, <=50K -41, Private,362815, Some-college,10, Separated, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -24, State-gov,292816, Assoc-voc,11, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -26, Private,66692, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -55, Private,120910, HS-grad,9, Separated, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -36, Self-emp-inc,116133, HS-grad,9, Never-married, Exec-managerial, Own-child, White, Male,0,0,41, United-States, <=50K -49, State-gov,247043, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,215616, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,20, United-States, <=50K -23, Private,131415, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,35, United-States, <=50K -64, Self-emp-not-inc,169604, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,30, United-States, >50K -50, Private,230858, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -23, Private,73968, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -28, Private,339897, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -31, Private,258406, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, Mexico, <=50K -30, Private,180574, Some-college,10, Never-married, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -44, Private,88808, 12th,8, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,179627, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -19, Private,149823, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -20, Private,60639, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -30, Private,46492, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,1902,40, United-States, >50K -36, Private,48520, Some-college,10, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -28, Private,306538, 12th,8, Never-married, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -58, Private,204678, Bachelors,13, Married-civ-spouse, Tech-support, Wife, White, Female,0,0,40, United-States, >50K -48, Private,218676, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -35, Local-gov,95455, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,55, United-States, <=50K -53, Self-emp-not-inc,335655, HS-grad,9, Divorced, Sales, Not-in-family, White, Male,0,0,30, United-States, <=50K -55, Private,194436, 9th,5, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,40, United-States, <=50K -24, Private,152724, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, Black, Male,0,0,40, United-States, <=50K -28, Private,242482, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -31, Local-gov,162041, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,45, United-States, <=50K -23, Private,291854, Some-college,10, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -22,,48343, Some-college,10, Never-married,, Other-relative, Black, Female,0,0,40, United-States, <=50K -77,,153113, Prof-school,15, Married-civ-spouse,, Husband, White, Male,1455,0,25, United-States, <=50K -38, Private,80680, 10th,6, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -20,,211601, Assoc-voc,11, Never-married,, Own-child, Black, Female,0,0,15, United-States, <=50K -31, Self-emp-inc,264554, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,1977,40, United-States, >50K -29, Private,319998, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,194228, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -62, Self-emp-not-inc,236247, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,20, United-States, <=50K -28, Self-emp-not-inc,123983, Masters,14, Divorced, Sales, Not-in-family, Asian-Pac-Islander, Male,0,0,54, South, <=50K -49, Private,166215, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,178623, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, Black, Female,0,0,35, United-States, <=50K -51, Self-emp-not-inc,174102, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,8, United-States, <=50K -32, Private,292217, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,2829,0,40,, <=50K -44, Private,198452, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,96497, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -62,,194660, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, >50K -37, Private,216924, HS-grad,9, Divorced, Farming-fishing, Own-child, White, Male,0,0,60, United-States, <=50K -26, Private,206721, Bachelors,13, Never-married, Sales, Own-child, White, Male,0,0,50, United-States, <=50K -37, State-gov,49105, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,25, United-States, <=50K -62, Federal-gov,164021, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -46, Private,91608, Prof-school,15, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -51, Self-emp-not-inc,323963, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, >50K -42, Private,70037, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -61, Private,289950, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,44, United-States, >50K -65, Private,213149, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -44, Federal-gov,320451, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,15024,0,40, Philippines, >50K -22, Private,351952, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,38, United-States, <=50K -50, Private,146015, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -19, Private,281704, Some-college,10, Never-married, Farming-fishing, Other-relative, White, Male,0,0,8, United-States, <=50K -44, Federal-gov,786418, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,60, United-States, <=50K -29, Private,214689, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -48, Private,193188, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -55, Self-emp-inc,142020, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,80, United-States, <=50K -78,,317311, HS-grad,9, Widowed,, Not-in-family, White, Male,0,0,40, United-States, <=50K -43, Private,213416, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Mexico, <=50K -47, Federal-gov,326048, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,191265, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,30, United-States, <=50K -47, Private,348986, HS-grad,9, Married-civ-spouse, Other-service, Other-relative, Asian-Pac-Islander, Female,0,0,28, Taiwan, <=50K -24, Private,126613, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,50, United-States, <=50K -26,,40032, Bachelors,13, Never-married,, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Private,150057, Masters,14, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, Poland, <=50K -39, Private,113725, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Female,8614,0,40, United-States, >50K -24, Private,140500, 10th,6, Never-married, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -31, Private,113364, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -65, Private,176219, HS-grad,9, Married-spouse-absent, Other-service, Not-in-family, Asian-Pac-Islander, Male,0,0,40, South, <=50K -19, Private,146189, HS-grad,9, Never-married, Sales, Other-relative, Amer-Indian-Eskimo, Female,0,0,78, United-States, <=50K -45, Private,83993, Assoc-acdm,12, Divorced, Exec-managerial, Unmarried, White, Female,0,0,56, United-States, >50K -33, Private,194336, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,5178,0,50, United-States, >50K -61, State-gov,349434, Bachelors,13, Divorced, Exec-managerial, Unmarried, Black, Female,0,0,40, United-States, <=50K -55, Private,142020, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -27, Private,48894, Assoc-acdm,12, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,42, United-States, <=50K -29, Private,226295, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,36, United-States, <=50K -40, Private,77313, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,60, United-States, >50K -36, Private,305935, HS-grad,9, Divorced, Other-service, Unmarried, Black, Male,0,0,40, United-States, <=50K -23, Private,287988, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,30, United-States, <=50K -49, Local-gov,49275, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -39, Private,102865, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -47, Private,209146, Masters,14, Divorced, Sales, Not-in-family, White, Male,27828,0,40, United-States, >50K -40, Private,173001, Some-college,10, Married-civ-spouse, Tech-support, Own-child, White, Female,0,1902,40, United-States, >50K -40, Private,277256, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,2559,55, United-States, >50K -46, Private,20534, Masters,14, Married-civ-spouse, Other-service, Husband, White, Male,0,0,20, United-States, <=50K -35, Private,60227, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -19, State-gov,176936, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,30, United-States, <=50K -42, Private,49255, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,4386,0,40, United-States, >50K -64,,232787, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -49, Private,235095, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -44, Private,190531, Bachelors,13, Divorced, Prof-specialty, Unmarried, Black, Female,0,0,35, United-States, <=50K -64, Without-pay,209291, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,60, United-States, >50K -23, Private,109053, HS-grad,9, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,60, United-States, <=50K -22, Private,183594, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -22, Private,361608, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -43, Private,257028, Assoc-acdm,12, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,40, Haiti, <=50K -34, Private,66561, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,37, United-States, <=50K -21, Private,176486, Some-college,10, Never-married, Exec-managerial, Unmarried, White, Female,0,0,30, United-States, <=50K -21, Private,565313, HS-grad,9, Never-married, Other-service, Own-child, Black, Male,0,0,40, United-States, <=50K -34, Local-gov,198953, Some-college,10, Divorced, Protective-serv, Unmarried, Black, Female,0,0,40, United-States, <=50K -68, State-gov,99106, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,20, United-States, <=50K -45, Private,213140, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,52, United-States, >50K -33, Private,66384, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,38, United-States, <=50K -41, Private,483201, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -19,,466458, Some-college,10, Never-married,, Own-child, White, Female,0,0,45, United-States, <=50K -30, Private,90446, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, Mexico, <=50K -69, Self-emp-not-inc,165017, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -25, Private,120596, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,44, United-States, <=50K -36, Private,345310, Some-college,10, Divorced, Other-service, Unmarried, White, Female,0,0,30, United-States, <=50K -20,,94746, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, Portugal, <=50K -38, Local-gov,338611, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -40, Self-emp-inc,275366, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -59, Private,188872, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -36, Private,359397, 11th,7, Married-civ-spouse, Handlers-cleaners, Husband, Other, Male,0,0,40, United-States, <=50K -33, Private,158800, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -31, Private,31510, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,358740, 11th,7, Divorced, Sales, Unmarried, White, Female,0,0,35, United-States, <=50K -31, Private,257148, Bachelors,13, Widowed, Prof-specialty, Own-child, White, Male,0,0,35, United-States, <=50K -48, Private,174525, 1st-4th,2, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,52, Dominican-Republic, <=50K -52, Private,161599, HS-grad,9, Married-civ-spouse, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -41, Private,193494, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,44, United-States, <=50K -40, Local-gov,231832, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -53, Local-gov,146834, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,45, United-States, <=50K -24, Private,63927, Some-college,10, Never-married, Tech-support, Own-child, White, Male,0,0,40, United-States, <=50K -38, Private,278403, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,48, United-States, <=50K -53, Private,241141, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40,, <=50K -70, Local-gov,127463, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -58, Private,175017, 11th,7, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,1672,40, United-States, <=50K -54, Private,56741, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -44, Private,107683, Assoc-voc,11, Married-civ-spouse, Craft-repair, Wife, White, Female,4386,0,40, United-States, >50K -42, Private,270324, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, Jamaica, <=50K -47, State-gov,304512, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, >50K -34, Private,167049, Bachelors,13, Married-civ-spouse, Priv-house-serv, Wife, White, Female,0,0,20, United-States, >50K -39, Self-emp-inc,88973, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,84, United-States, >50K -52, Private,210736, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -21, State-gov,73514, HS-grad,9, Never-married, Other-service, Own-child, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -57, Self-emp-not-inc,75785, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,70, United-States, <=50K -71, Self-emp-not-inc,137723, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,1455,0,3, United-States, <=50K -28, Private,220043, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -21, State-gov,132247, Some-college,10, Never-married, Prof-specialty, Own-child, White, Female,0,0,35, United-States, <=50K -38, Private,65390, 12th,8, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -21,,177144, Some-college,10, Never-married,, Own-child, Asian-Pac-Islander, Male,0,0,22, India, <=50K -47, Local-gov,358668, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,48, United-States, <=50K -85, Private,188328, Masters,14, Widowed, Prof-specialty, Not-in-family, White, Female,0,0,5, United-States, <=50K -53, Private,350510, 5th-6th,3, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -54, Federal-gov,72257, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,7688,0,40, United-States, >50K -53, Private,183668, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,3464,0,34, United-States, <=50K -46, Private,168262, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -46, Private,153536, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,3103,0,40, United-States, >50K -36, Private,189703, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,60, United-States, >50K -73, Local-gov,147703, HS-grad,9, Widowed, Other-service, Not-in-family, White, Female,0,0,15, United-States, <=50K -23, Private,173670, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,45, United-States, <=50K -42, Private,231832, Some-college,10, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,45, United-States, >50K -39, Private,33223, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -34, Private,130021, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,48, United-States, <=50K -57, Self-emp-not-inc,50990, Some-college,10, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -49, Self-emp-not-inc,308241, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,60, United-States, <=50K -20, Private,254025, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -45, Private,377622, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -64, Private,217802, HS-grad,9, Widowed, Craft-repair, Not-in-family, White, Female,0,0,40, United-States, <=50K -19, Private,39477, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -19, Private,138946, 7th-8th,4, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -17, Private,35603, 12th,8, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -67, Private,142624, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40,, <=50K -22, Private,92609, HS-grad,9, Never-married, Craft-repair, Unmarried, White, Male,0,0,50, United-States, <=50K -41, Self-emp-not-inc,111232, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -22, Private,203518, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,45, United-States, <=50K -38, Local-gov,233571, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -40, Self-emp-not-inc,45093, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -23, Private,175431, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,2174,0,40, United-States, <=50K -90, Private,225063, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,0,40, South, <=50K -18, Private,391495, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,25, United-States, <=50K -31, Private,162312, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Asian-Pac-Islander, Male,0,0,35, Philippines, <=50K -34, Self-emp-not-inc,151733, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, <=50K -44, Private,172026, HS-grad,9, Married-civ-spouse, Sales, Husband, Black, Male,0,0,40, United-States, >50K -17, Private,323164, 10th,6, Never-married, Craft-repair, Own-child, Other, Female,0,0,35, El-Salvador, <=50K -67,,129824, 7th-8th,4, Widowed,, Not-in-family, White, Female,0,0,6, United-States, <=50K -21, Private,203715, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -57, Private,156040, 5th-6th,3, Separated, Craft-repair, Not-in-family, Black, Male,0,0,40, United-States, <=50K -26, Private,186168, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -33, Private,154227, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -43, Private,141327, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -35, Private,103925, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,35, United-States, <=50K -46, Private,118633, HS-grad,9, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,80, United-States, <=50K -48, Private,207540, Bachelors,13, Never-married, Craft-repair, Not-in-family, White, Male,99999,0,60, United-States, >50K -52, Self-emp-not-inc,106728, Assoc-acdm,12, Divorced, Sales, Unmarried, White, Male,0,0,40, United-States, <=50K -28, Private,192237, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,35, United-States, <=50K -35, Private,132879, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Husband, White, Male,15024,0,40, Italy, >50K -17, Private,148345, 11th,7, Never-married, Protective-serv, Own-child, White, Female,0,0,40, United-States, <=50K -47, Self-emp-not-inc,326292, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, >50K -38, Private,33975, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,45, United-States, <=50K -34, Private,112115, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, >50K -36, Private,129357, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -47, Private,175958, Some-college,10, Separated, Other-service, Not-in-family, White, Male,0,0,21, United-States, <=50K -58, Private,125317, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -46, Private,424934, 10th,6, Widowed, Other-service, Not-in-family, White, Female,0,0,40, Portugal, <=50K -28, Private,204648, HS-grad,9, Separated, Other-service, Unmarried, Black, Female,0,0,20, United-States, <=50K -46, Private,186256, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,1902,55, United-States, >50K -35, Local-gov,126569, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,89813, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -41, Private,149576, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -22, Private,220426, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -20, Private,72055, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -32, Private,94939, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,48, United-States, <=50K -29, Federal-gov,104917, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,44, United-States, <=50K -23, Private,314645, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,15, United-States, <=50K -81, Self-emp-not-inc,108604, 10th,6, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,45, United-States, <=50K -17, Private,153542, 10th,6, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -40, Private,226902, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -19, Private,450200, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,30, United-States, <=50K -50, Self-emp-not-inc,279129, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,20, United-States, <=50K -42, Private,242619, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -18, Self-emp-inc,357223, 10th,6, Never-married, Other-service, Own-child, White, Male,0,0,16, United-States, <=50K -38, Private,206951, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -67, Private,70737, 9th,5, Widowed, Handlers-cleaners, Unmarried, White, Female,0,0,32, United-States, <=50K -55, Private,200939, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, United-States, >50K -46, Self-emp-inc,192128, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -31, Private,188798, Masters,14, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, >50K -23,,202920, Assoc-acdm,12, Never-married,, Own-child, White, Female,0,0,30, United-States, <=50K -30, Private,205407, HS-grad,9, Divorced, Handlers-cleaners, Other-relative, White, Male,0,0,40, United-States, <=50K -23,,24008, Some-college,10, Never-married,, Own-child, White, Male,0,1719,40, United-States, <=50K -52, Private,172962, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -63, Local-gov,83791, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,45, United-States, <=50K -69, Private,304838, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,28, United-States, <=50K -40, Private,165858, Assoc-acdm,12, Never-married, Sales, Not-in-family, White, Male,0,0,80, United-States, >50K -33, Private,110592, 12th,8, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -81, Private,164416, Prof-school,15, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -71, Private,345339, Assoc-voc,11, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,28, United-States, <=50K -26, Private,129806, 10th,6, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -51, Local-gov,205100, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,32, United-States, >50K -26, Local-gov,250551, HS-grad,9, Married-civ-spouse, Craft-repair, Own-child, Black, Male,0,0,40, United-States, <=50K -56, Self-emp-not-inc,285832, Masters,14, Married-civ-spouse, Sales, Wife, White, Female,0,0,70, United-States, <=50K -18, Private,338717, 11th,7, Never-married, Handlers-cleaners, Not-in-family, Other, Male,0,0,25, United-States, <=50K -43, State-gov,187802, Some-college,10, Separated, Craft-repair, Not-in-family, White, Male,0,0,37, United-States, <=50K -46, Private,215895, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Male,4787,0,60, United-States, >50K -30, Private,100135, Bachelors,13, Never-married, Sales, Other-relative, White, Female,0,0,40, United-States, <=50K -34, Private,137616, 9th,5, Never-married, Sales, Unmarried, Black, Female,0,0,35, United-States, <=50K -36, Private,341672, HS-grad,9, Married-spouse-absent, Adm-clerical, Other-relative, Asian-Pac-Islander, Male,0,0,60, India, <=50K -44, Private,322044, Some-college,10, Divorced, Machine-op-inspct, Own-child, Black, Male,0,0,40, United-States, <=50K -38, Private,149347, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,48, United-States, <=50K -43, Self-emp-not-inc,293809, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,20, United-States, <=50K -46, Local-gov,93639, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -22,,166297, Some-college,10, Never-married,, Own-child, Asian-Pac-Islander, Male,0,0,20, United-States, <=50K -61, Private,167840, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,2002,38, United-States, <=50K -31, Private,180656, Bachelors,13, Never-married, Other-service, Not-in-family, White, Male,0,0,40,, <=50K -41, Self-emp-not-inc,197176, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -25, Private,207965, Bachelors,13, Never-married, Other-service, Not-in-family, White, Female,0,0,60, United-States, <=50K -34, Federal-gov,23940, Some-college,10, Divorced, Exec-managerial, Not-in-family, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -39, Private,67433, Assoc-voc,11, Never-married, Prof-specialty, Not-in-family, White, Female,4650,0,32, United-States, <=50K -20, Private,190916, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,40, United-States, <=50K -45, Private,235892, Some-college,10, Divorced, Other-service, Not-in-family, White, Female,0,0,32, United-States, <=50K -18, Private,240767, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -27, Private,194515, Some-college,10, Divorced, Other-service, Unmarried, Black, Female,0,0,37, United-States, <=50K -33, Private,156464, 10th,6, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K -42, Private,117728, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -49, Self-emp-inc,195727, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,133454, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,191177, Assoc-voc,11, Divorced, Prof-specialty, Unmarried, White, Female,0,1726,40, United-States, <=50K -56, State-gov,71075, Assoc-acdm,12, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,30, United-States, <=50K -18, Private,233740, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,18, United-States, <=50K -65, Private,185455, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -17, Private,141445, 10th,6, Never-married, Other-service, Own-child, White, Male,0,0,30, United-States, <=50K -27, Private,131712, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1485,50, United-States, >50K -23, Private,210338, Bachelors,13, Never-married, Adm-clerical, Own-child, Black, Female,0,0,30, United-States, <=50K -39, Private,465334, 11th,7, Divorced, Farming-fishing, Unmarried, White, Male,0,0,1, United-States, <=50K -46, Private,168069, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, <=50K -32, Private,80557, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,70, United-States, <=50K -34, Private,110622, Bachelors,13, Never-married, Adm-clerical, Unmarried, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -26, Private,40255, Assoc-voc,11, Never-married, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -80,,402748, HS-grad,9, Widowed,, Not-in-family, White, Female,0,0,14, Canada, <=50K -61, Private,97030, 10th,6, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,36, United-States, <=50K -19,,39477, Some-college,10, Never-married,, Other-relative, White, Male,0,0,40, United-States, <=50K -31, Self-emp-not-inc,152351, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,0,48, United-States, <=50K -56, Federal-gov,229939, HS-grad,9, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -23, Private,131230, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -48, Private,182211, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, <=50K -73, Private,57435, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,20, United-States, >50K -29,,225654, HS-grad,9, Never-married,, Not-in-family, Black, Male,0,0,40, United-States, <=50K -28, Private,252424, Assoc-voc,11, Never-married, Transport-moving, Own-child, Black, Male,0,0,40, Cambodia, <=50K -48,,155509, 11th,7, Divorced,, Unmarried, Black, Female,0,0,10, Haiti, <=50K -41, Private,29591, Assoc-voc,11, Never-married, Craft-repair, Not-in-family, White, Male,0,0,42, United-States, <=50K -28, Private,101774, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1848,50, United-States, >50K -37, Local-gov,74194, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -20, Private,171156, Some-college,10, Never-married, Sales, Unmarried, White, Female,0,0,35, United-States, <=50K -45, Private,145637, Assoc-voc,11, Never-married, Sales, Not-in-family, White, Female,14344,0,48, United-States, >50K -34, Private,172714, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -72, Private,188528, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,45, Canada, >50K -54, Federal-gov,89705, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -24, Private,165107, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -23, Private,347873, Assoc-acdm,12, Never-married, Prof-specialty, Not-in-family, Asian-Pac-Islander, Female,0,0,30, Vietnam, <=50K -21,,298342, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -49, Local-gov,53482, Some-college,10, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -45, Private,162958, HS-grad,9, Separated, Other-service, Not-in-family, White, Female,0,0,35, United-States, <=50K -41, Self-emp-not-inc,366483, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,36, Mexico, <=50K -51, Federal-gov,335481, Some-college,10, Separated, Prof-specialty, Not-in-family, Black, Female,0,0,40, United-States, >50K -40, Private,197609, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,0,1340,40, United-States, <=50K -29, State-gov,160731, Masters,14, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,50, Germany, <=50K -26, Private,210848, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,2635,0,35, Mexico, <=50K -59, Private,196126, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,201519, Some-college,10, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -48, Local-gov,121124, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, >50K -22, State-gov,203518, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,16, United-States, <=50K -52, Private,254230, 9th,5, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, >50K -39, Private,136531, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,47, United-States, <=50K -25, Private,108505, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -37, Self-emp-not-inc,31095, Assoc-voc,11, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, >50K -37, Private,149347, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -33, Self-emp-not-inc,188246, Bachelors,13, Divorced, Craft-repair, Not-in-family, White, Male,0,1590,60, United-States, <=50K -48, State-gov,185859, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,38, United-States, >50K -29, Private,227879, Assoc-voc,11, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -59, Private,75541, HS-grad,9, Widowed, Craft-repair, Not-in-family, White, Female,0,0,40, United-States, <=50K -48, Private,99385, HS-grad,9, Separated, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -49, Private,403061, 1st-4th,2, Never-married, Machine-op-inspct, Other-relative, White, Female,0,0,40, Mexico, <=50K -23, State-gov,82067, Assoc-voc,11, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,140434, Some-college,10, Divorced, Sales, Not-in-family, White, Male,0,0,45, United-States, <=50K -34, Private,159268, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -20,,162945, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -39, Private,365430, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, >50K -50, Self-emp-not-inc,163678, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -54, Private,230919, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,7688,0,60, United-States, >50K -37, Private,112264, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -34, Self-emp-not-inc,192900, Some-college,10, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,35, United-States, <=50K -23, Private,355856, Bachelors,13, Never-married, Sales, Own-child, Asian-Pac-Islander, Male,0,0,20, United-States, <=50K -20,,156916, Some-college,10, Never-married,, Own-child, Black, Female,0,0,40, United-States, <=50K -37, Private,172927, Some-college,10, Divorced, Transport-moving, Not-in-family, White, Male,0,1741,70, United-States, <=50K -19,,170125, Some-college,10, Never-married,, Own-child, White, Male,0,0,25, United-States, <=50K -35, Private,305379, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1887,50, United-States, >50K -24, Private,206974, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -23, Federal-gov,482096, Assoc-acdm,12, Never-married, Adm-clerical, Own-child, Black, Male,0,0,20, United-States, <=50K -23, Local-gov,267843, Bachelors,13, Never-married, Prof-specialty, Own-child, Black, Female,0,0,32, United-States, <=50K -27, Private,173927, Some-college,10, Never-married, Tech-support, Own-child, Other, Female,0,0,32, Jamaica, <=50K -25, Private,225865, HS-grad,9, Never-married, Other-service, Unmarried, White, Female,0,0,50, United-States, <=50K -27, State-gov,261278, Prof-school,15, Never-married, Prof-specialty, Not-in-family, Black, Female,0,0,80,, <=50K -68,,180082, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,23, United-States, <=50K -45, Private,115187, Assoc-voc,11, Divorced, Machine-op-inspct, Own-child, White, Female,0,0,40, United-States, <=50K -55, Private,451603, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -46, Private,145041, Bachelors,13, Divorced, Machine-op-inspct, Other-relative, White, Male,0,2258,50, Dominican-Republic, <=50K -31, Self-emp-not-inc,132705, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -33, Local-gov,177695, HS-grad,9, Married-civ-spouse, Other-service, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -40, Private,197033, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -23, Private,307267, Masters,14, Never-married, Other-service, Not-in-family, White, Female,0,0,10, United-States, <=50K -39, Self-emp-not-inc,341643, HS-grad,9, Separated, Craft-repair, Not-in-family, White, Male,0,1669,50, United-States, <=50K -32, Private,256362, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -55, Self-emp-not-inc,153484, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -46, Federal-gov,308077, Some-college,10, Separated, Exec-managerial, Unmarried, White, Female,0,0,50, United-States, <=50K -29, Private,156266, Assoc-acdm,12, Never-married, Exec-managerial, Own-child, Amer-Indian-Eskimo, Male,0,0,25, United-States, <=50K -49, Self-emp-inc,106634, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Female,27828,0,35, United-States, >50K -59, Private,198435, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -30, Private,37210, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -47, Private,237914, HS-grad,9, Widowed, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -58, Private,186106, 7th-8th,4, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -58, Private,236731, 1st-4th,2, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, Cuba, <=50K -20, Self-emp-inc,465725, HS-grad,9, Divorced, Handlers-cleaners, Own-child, White, Male,0,0,25, United-States, <=50K -43, Private,343121, Some-college,10, Divorced, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -19, Private,298435, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,2001,40, Cuba, <=50K -40, State-gov,255824, Masters,14, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -23, Local-gov,255252, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -61, Private,184167, 12th,8, Married-civ-spouse, Craft-repair, Wife, Black, Female,0,0,40, United-States, <=50K -54, Private,145419, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -32, Private,87310, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -25, Self-emp-not-inc,55048, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,36, United-States, <=50K -30, Private,104052, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,42, United-States, <=50K -19, Private,41163, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,38, United-States, <=50K -23,,502633, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -65, Private,176279, Assoc-voc,11, Married-civ-spouse, Other-service, Husband, White, Male,0,0,35, United-States, <=50K -25, Private,279833, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,1590,44, United-States, <=50K -21, Private,254351, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,35, United-States, <=50K -48, Private,284916, 9th,5, Married-civ-spouse, Sales, Husband, White, Male,0,0,40,, <=50K -23, Self-emp-not-inc,188925, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -24, Private,180954, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -30, Private,108023, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -31, Private,197058, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,2597,0,45, United-States, <=50K -58, Private,100303, 12th,8, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,473133, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,50, United-States, >50K -32, State-gov,27051, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,52, United-States, >50K -29, Private,163708, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, Asian-Pac-Islander, Female,0,0,45, United-States, >50K -61, Private,52765, HS-grad,9, Divorced, Other-service, Other-relative, White, Female,0,0,99, United-States, <=50K -43, Self-emp-inc,84924, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,44, United-States, >50K -38, Private,181705, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -17, Private,52012, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,15, United-States, <=50K -36, Private,167691, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, >50K -45, Federal-gov,182470, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -62, Private,200834, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, <=50K -46, State-gov,76075, Assoc-voc,11, Divorced, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -42, Self-emp-not-inc,200574, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,38, United-States, <=50K -31, Private,29144, Some-college,10, Divorced, Other-service, Not-in-family, White, Male,0,0,50, United-States, <=50K -42, Self-emp-not-inc,34722, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,177907, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40,, >50K -51, Private,238481, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,1902,42, United-States, >50K -45, Private,182541, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -73, Federal-gov,142426, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,25124,0,20, United-States, >50K -19, Private,216413, HS-grad,9, Divorced, Tech-support, Unmarried, White, Female,0,0,55, United-States, <=50K -29, Private,30070, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,82699, Prof-school,15, Divorced, Prof-specialty, Not-in-family, Black, Female,13550,0,70, United-States, >50K -32, Private,236861, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -46, Private,114328, Some-college,10, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -42, Private,198229, Prof-school,15, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,65, United-States, >50K -24, Private,138892, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -41, Local-gov,271927, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -64,,220258, HS-grad,9, Divorced,, Not-in-family, White, Female,0,0,24, United-States, <=50K -28, Private,212588, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -57, Private,477867, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,394927, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, >50K -35, Private,155611, HS-grad,9, Never-married, Craft-repair, Unmarried, White, Female,114,0,40, United-States, <=50K -39, Private,109351, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,30, United-States, >50K -38, Private,206520, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,156526, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -49, Private,315437, HS-grad,9, Separated, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -32, Private,181665, HS-grad,9, Never-married, Adm-clerical, Other-relative, White, Female,0,0,50, United-States, <=50K -40, Private,60594, Some-college,10, Divorced, Other-service, Unmarried, White, Female,0,0,30, United-States, <=50K -29, Private,221233, Assoc-acdm,12, Divorced, Exec-managerial, Unmarried, White, Female,0,0,37, United-States, <=50K -36, Self-emp-inc,176900, Some-college,10, Married-spouse-absent, Adm-clerical, Unmarried, White, Female,0,0,25, United-States, <=50K -47, Private,64563, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,7688,0,42, United-States, >50K -23, Private,99408, Some-college,10, Divorced, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -41, Self-emp-not-inc,219869, Some-college,10, Widowed, Farming-fishing, Unmarried, White, Male,0,0,40, United-States, <=50K -41, Local-gov,135056, Masters,14, Never-married, Prof-specialty, Own-child, White, Female,8614,0,50, United-States, >50K -18, Private,79077, 12th,8, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,22, United-States, <=50K -34, Private,255830, Assoc-acdm,12, Divorced, Craft-repair, Unmarried, Black, Female,7443,0,40, United-States, <=50K -38, Self-emp-not-inc,22245, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -34, Private,150154, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -62, State-gov,342049, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -66, Self-emp-not-inc,99927, HS-grad,9, Widowed, Tech-support, Not-in-family, White, Female,0,0,45, United-States, <=50K -18, Private,191784, HS-grad,9, Never-married, Protective-serv, Not-in-family, White, Male,0,0,40, Puerto-Rico, <=50K -41, Private,175883, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,328239, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,30, United-States, <=50K -45, Private,107231, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -24, Local-gov,155818, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,60, United-States, <=50K -60, Private,282421, HS-grad,9, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,40,, <=50K -39, Private,241998, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -44, Federal-gov,55363, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1887,40, United-States, >50K -29, Private,137240, Some-college,10, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,45, United-States, <=50K -37, Private,361951, Bachelors,13, Never-married, Sales, Not-in-family, Black, Male,0,0,48,, <=50K -21, State-gov,311311, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,12, United-States, <=50K -48, Private,186299, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -36, Private,168055, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,5178,0,40, United-States, >50K -23, Private,305423, Bachelors,13, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -49, Private,393715, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,50, United-States, >50K -29, Private,36440, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -34, Self-emp-not-inc,106761, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -72,,235014, Assoc-voc,11, Widowed,, Not-in-family, White, Female,0,2465,40, United-States, <=50K -29, Local-gov,249932, 11th,7, Never-married, Handlers-cleaners, Own-child, Black, Male,0,0,40, United-States, <=50K -45, Private,382242, Bachelors,13, Never-married, Adm-clerical, Unmarried, White, Female,0,0,30,, <=50K -29, Private,213152, 11th,7, Divorced, Craft-repair, Not-in-family, White, Male,0,0,52, United-States, <=50K -37, State-gov,26898, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -42, Private,435356, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,44, United-States, >50K -70,,103963, HS-grad,9, Widowed,, Not-in-family, White, Male,0,0,6, United-States, <=50K -43, Private,185860, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -63, Private,188999, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, United-States, <=50K -64, Self-emp-not-inc,108654, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1421,35, United-States, <=50K -38, Private,54953, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -24, Private,130620, Some-college,10, Never-married, Adm-clerical, Other-relative, Asian-Pac-Islander, Female,0,0,40,, <=50K -29, Private,273884, HS-grad,9, Married-spouse-absent, Transport-moving, Own-child, White, Male,0,0,30, United-States, <=50K -30, Private,392518, Assoc-acdm,12, Married-spouse-absent, Sales, Not-in-family, Black, Female,0,0,40, United-States, <=50K -66, Self-emp-not-inc,198766, HS-grad,9, Widowed, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -25, Private,66935, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -39, Federal-gov,135500, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -22, Local-gov,111697, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,30, United-States, <=50K -31, Private,141288, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -29, Private,296450, 7th-8th,4, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -52, Private,94448, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -51, Self-emp-not-inc,138200, Assoc-acdm,12, Never-married, Farming-fishing, Own-child, White, Female,0,0,40, United-States, <=50K -40, Private,217826, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, Haiti, <=50K -57,,182836, Some-college,10, Married-civ-spouse,, Wife, White, Female,3103,0,40, United-States, >50K -64, Self-emp-not-inc,46366, Some-college,10, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,60, United-States, <=50K -31, Private,168275, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,28, United-States, <=50K -74, Local-gov,214514, 7th-8th,4, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -43, State-gov,107439, Some-college,10, Never-married, Other-service, Not-in-family, Black, Female,0,0,30, United-States, <=50K -80, Self-emp-inc,164909, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,99999,0,54, United-States, >50K -28, Federal-gov,329426, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, >50K -77, Local-gov,181974, 7th-8th,4, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -68, Private,176468, HS-grad,9, Divorced, Priv-house-serv, Unmarried, Black, Female,0,0,24, United-States, <=50K -51, State-gov,187686, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,38, United-States, <=50K -21, Private,229769, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, Mexico, <=50K -43, Private,45975, 12th,8, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, Italy, <=50K -42, Private,187702, HS-grad,9, Divorced, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -48, Private,102585, Masters,14, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -30, Private,327112, 11th,7, Separated, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -34,,167558, 7th-8th,4, Married-civ-spouse,, Wife, White, Female,0,0,40, Mexico, <=50K -32, Private,296538, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,42, United-States, <=50K -56, Private,169560, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -50, Private,185283, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,224793, HS-grad,9, Never-married, Transport-moving, Own-child, Black, Male,0,1719,40, United-States, <=50K -23, Federal-gov,478457, 11th,7, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -54, Private,104413, Some-college,10, Separated, Tech-support, Other-relative, Black, Female,4101,0,40, United-States, <=50K -28, Self-emp-not-inc,175710, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,40,, <=50K -34, Private,85632, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -48, Private,102359, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -56, Local-gov,237546, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,99, United-States, <=50K -31, Private,96245, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,42, United-States, <=50K -42, Private,91453, Bachelors,13, Divorced, Sales, Unmarried, White, Female,0,0,50, United-States, <=50K -36, Private,131039, HS-grad,9, Never-married, Adm-clerical, Not-in-family, Asian-Pac-Islander, Female,0,0,35, Trinadad&Tobago, <=50K -52, Private,106176, Bachelors,13, Divorced, Adm-clerical, Unmarried, White, Male,0,3770,40, United-States, <=50K -55, Private,329797, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,153932, 11th,7, Married-civ-spouse, Craft-repair, Own-child, White, Male,2580,0,30, United-States, <=50K -35, State-gov,52738, HS-grad,9, Never-married, Other-service, Other-relative, White, Male,0,0,40, United-States, <=50K -51, Private,25932, Assoc-voc,11, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,99, United-States, >50K -19, Private,78374, Some-college,10, Never-married, Adm-clerical, Unmarried, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -59, Private,653215, 11th,7, Widowed, Transport-moving, Unmarried, White, Female,0,0,40, United-States, <=50K -19, Private,318061, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,80, United-States, <=50K -46, State-gov,260782, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -32,,340580, HS-grad,9, Married-civ-spouse,, Husband, Black, Male,0,0,45, United-States, <=50K -46, Self-emp-not-inc,45564, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -26, Private,209051, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,25, United-States, <=50K -55, Private,100821, HS-grad,9, Married-spouse-absent, Priv-house-serv, Not-in-family, Black, Female,0,0,36, United-States, <=50K -28, Private,86268, HS-grad,9, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -61, Federal-gov,95680, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,3103,0,40, United-States, >50K -35, Private,327164, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Other-relative, White, Male,0,0,40, United-States, >50K -21,,117210, Some-college,10, Never-married,, Not-in-family, White, Male,0,0,40, United-States, <=50K -52, Local-gov,136175, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,35, United-States, <=50K -21, Private,232591, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,8, United-States, <=50K -33, Local-gov,29144, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -38, Self-emp-inc,64875, Assoc-voc,11, Divorced, Farming-fishing, Not-in-family, White, Male,0,0,50, United-States, <=50K -44, Private,184011, HS-grad,9, Divorced, Sales, Unmarried, White, Female,0,0,60, United-States, <=50K -29, Private,244246, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,8614,0,50, United-States, >50K -39, Private,357173, HS-grad,9, Separated, Handlers-cleaners, Unmarried, White, Male,0,0,40, United-States, <=50K -32, Private,203181, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,60, United-States, <=50K -47, Private,299508, HS-grad,9, Divorced, Tech-support, Unmarried, Black, Female,0,0,55, United-States, <=50K -28, Private,198493, Assoc-acdm,12, Never-married, Adm-clerical, Other-relative, White, Male,0,0,35, United-States, <=50K -59, Local-gov,358747, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, >50K -38, Private,91039, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,5178,0,48, United-States, >50K -23, Private,34918, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,15, United-States, <=50K -44, Private,97159, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -55, Federal-gov,212600, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,40,, >50K -65, Private,90113, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -19, Private,96705, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,14, United-States, <=50K -58, Private,156873, 11th,7, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,35, United-States, <=50K -49, Private,136358, Masters,14, Divorced, Sales, Unmarried, Other, Female,0,0,20, Peru, <=50K -44, Private,227065, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,40,, >50K -44, Local-gov,193144, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,35, United-States, <=50K -33, Private,317660, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -38, Self-emp-not-inc,85492, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,50, United-States, <=50K -37, Local-gov,203628, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,54, United-States, >50K -30, Private,183801, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,132686, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,50818, Masters,14, Never-married, Tech-support, Not-in-family, White, Male,0,0,55, United-States, <=50K -49, State-gov,160812, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -28, Private,212286, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -61, Local-gov,77072, 11th,7, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -41, State-gov,176155, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -20, State-gov,219211, Some-college,10, Never-married, Transport-moving, Own-child, White, Male,0,0,30, United-States, <=50K -40, Private,356934, Prof-school,15, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -57, Private,143266, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,60,, >50K -36,,194809, Bachelors,13, Never-married,, Own-child, White, Female,0,0,50, United-States, <=50K -62, Private,138157, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,437825, 1st-4th,2, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, Mexico, <=50K -31, Private,165503, 11th,7, Married-civ-spouse, Other-service, Wife, White, Female,0,0,40,, <=50K -68, Private,152053, HS-grad,9, Widowed, Other-service, Not-in-family, White, Female,0,0,48, United-States, <=50K -18, Private,211273, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,19, United-States, <=50K -30, State-gov,576645, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, Black, Male,0,0,40, United-States, <=50K -42,,148951, Bachelors,13, Divorced,, Not-in-family, White, Female,0,0,12, Ecuador, <=50K -38, Private,38145, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,44, United-States, <=50K -19, Private,66619, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,37, United-States, <=50K -22, Private,126613, Some-college,10, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, France, <=50K -46, State-gov,135854, HS-grad,9, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,40, United-States, <=50K -57, Private,132145, 5th-6th,3, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -65,,194920, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,10, United-States, <=50K -18, Private,260387, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, Cuba, <=50K -67, Private,176388, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,45, United-States, <=50K -28, Private,77009, Some-college,10, Never-married, Sales, Other-relative, White, Female,0,0,40, United-States, <=50K -30, Private,385177, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,24, United-States, >50K -20, Private,510643, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -32, Private,100135, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,15, United-States, <=50K -35, Private,297697, Some-college,10, Married-civ-spouse, Transport-moving, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -38, Private,179481, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -23, Private,134045, Assoc-voc,11, Never-married, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -64, Self-emp-not-inc,275034, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,35, United-States, <=50K -33, Private,127651, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,8614,0,40, United-States, >50K -24, Private,237262, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,35, United-States, <=50K -18,,274445, HS-grad,9, Never-married,, Own-child, White, Male,0,1602,20, United-States, <=50K -40,,141583, Bachelors,13, Never-married,, Unmarried, Black, Female,0,0,35, United-States, <=50K -27,,294642, HS-grad,9, Separated,, Unmarried, Black, Female,0,0,40, United-States, <=50K -51, Self-emp-not-inc,181179, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,25, United-States, <=50K -27, Private,184493, HS-grad,9, Separated, Handlers-cleaners, Own-child, White, Female,0,1594,25, United-States, <=50K -48, Local-gov,125892, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -27, Local-gov,118235, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, Other, Male,0,0,40, United-States, <=50K -24, Private,119329, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,60, United-States, <=50K -31, Self-emp-not-inc,189843, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,45, United-States, <=50K -42, Private,167357, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,213,40, United-States, <=50K -51, Private,103803, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,50, United-States, <=50K -41, Private,145175, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,3103,0,40, United-States, >50K -26, Private,158846, Bachelors,13, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,44, United-States, <=50K -69, Private,203313, 7th-8th,4, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -63, Private,125954, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,44, United-States, >50K -35, Private,102178, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,48, United-States, >50K -35, Private,139364, Bachelors,13, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,45, United-States, <=50K -62, Self-emp-not-inc,265007, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, Ecuador, <=50K -26, Private,61996, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,62, United-States, <=50K -63, Private,209790, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -23, Private,117779, 12th,8, Never-married, Sales, Not-in-family, White, Male,0,0,45, United-States, <=50K -43, Self-emp-inc,173326, HS-grad,9, Never-married, Prof-specialty, Unmarried, White, Female,0,0,35, United-States, <=50K -44, Private,318046, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,35, United-States, >50K -56, Local-gov,204021, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -54, Self-emp-not-inc,236157, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -32, Private,42900, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -42, Private,144002, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -37, Private,126954, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -24, Private,228649, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -42, Private,126094, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,113106, HS-grad,9, Never-married, Sales, Other-relative, White, Female,0,0,19, United-States, <=50K -30, Private,118941, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -43, Federal-gov,205675, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,75, United-States, >50K -19, Private,89295, Some-college,10, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,35, United-States, <=50K -30, Private,173858, HS-grad,9, Never-married, Craft-repair, Not-in-family, Asian-Pac-Islander, Male,2597,0,40,, <=50K -26, Private,168251, HS-grad,9, Never-married, Other-service, Own-child, Black, Male,0,0,40, United-States, <=50K -38, State-gov,143059, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,45, United-States, <=50K -74,,41737, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,2149,30, United-States, <=50K -54, Private,266598, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -20, Private,181796, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -22, State-gov,214731, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,15, United-States, <=50K -40, Private,219869, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,99999,0,75, United-States, >50K -23, Private,211968, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -22, Private,38707, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -18, Self-emp-not-inc,58700, 9th,5, Never-married, Farming-fishing, Other-relative, Other, Female,0,0,40, Mexico, <=50K -24, Private,160261, Masters,14, Never-married, Prof-specialty, Not-in-family, Asian-Pac-Islander, Male,0,0,20, France, <=50K -30, Private,160594, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -38, Private,152307, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,41, United-States, >50K -27, Private,100079, HS-grad,9, Never-married, Other-service, Not-in-family, Asian-Pac-Islander, Male,0,0,60, China, <=50K -21, Private,279472, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,55, United-States, <=50K -43, Private,149102, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -26, Private,177625, HS-grad,9, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -38, Federal-gov,178678, 10th,6, Divorced, Adm-clerical, Unmarried, White, Female,0,1380,50, United-States, <=50K -58, Self-emp-not-inc,21383, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -17, Private,86019, 11th,7, Never-married, Sales, Not-in-family, White, Female,0,0,36, United-States, <=50K -63, Private,181153, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50,, >50K -36, Federal-gov,223749, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -21,,33087, Some-college,10, Never-married,, Own-child, White, Male,0,0,50, United-States, <=50K -21, Private,253190, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,48, United-States, <=50K -51, Private,165278, Assoc-voc,11, Divorced, Sales, Not-in-family, White, Male,0,0,46, United-States, >50K -51, Private,279452, 5th-6th,3, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,70, Mexico, <=50K -43, Private,290660, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,30, United-States, <=50K -47, Private,274883, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,65, United-States, >50K -68, Self-emp-not-inc,35468, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,24, United-States, <=50K -18, Private,195318, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,23, United-States, <=50K -34, Private,256362, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, Italy, >50K -49, Private,148169, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,5013,0,40, United-States, <=50K -65, Self-emp-not-inc,538099, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,30, United-States, <=50K -19, Private,186682, HS-grad,9, Never-married, Other-service, Unmarried, Black, Male,0,0,40, United-States, <=50K -59, Self-emp-not-inc,156797, HS-grad,9, Widowed, Exec-managerial, Not-in-family, White, Female,13550,0,60, United-States, >50K -29, Private,162257, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,208881, Assoc-acdm,12, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,7298,0,60, United-States, >50K -39, Private,159168, Assoc-voc,11, Widowed, Exec-managerial, Unmarried, White, Female,0,3004,40, United-States, >50K -64, Private,172740, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,12, United-States, <=50K -48, Federal-gov,186256, HS-grad,9, Divorced, Farming-fishing, Other-relative, White, Male,0,0,40, United-States, <=50K -37, Federal-gov,110861, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,128699, HS-grad,9, Married-spouse-absent, Adm-clerical, Unmarried, White, Female,0,0,40, Ecuador, <=50K -31, Private,271933, Some-college,10, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,40, United-States, <=50K -30, Private,102320, Assoc-voc,11, Separated, Tech-support, Own-child, White, Female,0,0,40, United-States, <=50K -54, Self-emp-inc,117674, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -62, Private,190273, HS-grad,9, Never-married, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, <=50K -59, Private,217747, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, >50K -44, Private,99830, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,65, United-States, <=50K -40, Private,343068, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,55, United-States, <=50K -32, State-gov,204052, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -28, Private,267912, HS-grad,9, Never-married, Craft-repair, Unmarried, White, Male,0,0,40, Mexico, <=50K -31, Private,207537, Some-college,10, Separated, Sales, Not-in-family, White, Male,2174,0,52, United-States, <=50K -38, Private,256864, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, >50K -39, Self-emp-not-inc,306678, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -47, Private,101204, Some-college,10, Married-civ-spouse, Tech-support, Husband, Black, Male,4064,0,40, United-States, <=50K -43, Private,77373, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,47, United-States, >50K -27, Private,371103, Bachelors,13, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -46, Private,316271, 5th-6th,3, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, <=50K -56, Self-emp-not-inc,51916, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, >50K -34, Private,159008, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,36, United-States, >50K -27, Private,153475, Assoc-acdm,12, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,45, United-States, <=50K -19, Private,118549, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,15, United-States, <=50K -58, Private,315081, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,42, United-States, >50K -20, Private,122622, Some-college,10, Never-married, Farming-fishing, Not-in-family, White, Female,0,0,40, United-States, <=50K -23, Private,81786, Some-college,10, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -31, Private,194752, HS-grad,9, Never-married, Exec-managerial, Unmarried, Black, Female,0,0,45, United-States, <=50K -48, Private,208662, HS-grad,9, Divorced, Adm-clerical, Not-in-family, Black, Female,0,0,37, United-States, <=50K -28, Self-emp-inc,173944, Bachelors,13, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,15024,0,65, United-States, >50K -34, State-gov,49325, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -38, Private,425502, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -25, Local-gov,55360, HS-grad,9, Never-married, Craft-repair, Own-child, Black, Male,0,0,40, United-States, <=50K -23, Private,432480, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,60, United-States, <=50K -48, Private,155781, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Male,0,2231,30, United-States, >50K -37, Local-gov,216473, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,48, United-States, >50K -36, Private,185366, Some-college,10, Divorced, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -39, Private,247515, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,45, Puerto-Rico, <=50K -70, Private,210673, 10th,6, Widowed, Adm-clerical, Other-relative, White, Male,0,0,20, United-States, <=50K -32, Private,107435, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -26,,217300, Some-college,10, Never-married,, Not-in-family, White, Female,0,0,36, United-States, <=50K -20,,39803, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -42, Private,482211, HS-grad,9, Never-married, Craft-repair, Other-relative, White, Male,0,0,40, United-States, <=50K -47, Federal-gov,169549, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,7298,0,60,, >50K -23, Private,353542, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,8, United-States, <=50K -40, Private,114200, HS-grad,9, Married-spouse-absent, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -33, Self-emp-not-inc,245173, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,212895, Assoc-acdm,12, Never-married, Craft-repair, Not-in-family, White, Male,0,0,35, United-States, <=50K -49,,95636, 10th,6, Divorced,, Not-in-family, White, Male,0,0,40, United-States, <=50K -23, Self-emp-not-inc,271486, HS-grad,9, Never-married, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -37, Private,258836, Some-college,10, Never-married, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -56, Private,288530, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,37, United-States, >50K -64, Private,47589, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,50, United-States, >50K -31, Private,295099, Some-college,10, Divorced, Tech-support, Own-child, Black, Female,0,0,40, United-States, <=50K -38, Private,275338, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,45, United-States, <=50K -52, Self-emp-not-inc,168553, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,142766, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Male,0,0,18, United-States, <=50K -31, Private,72887, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,47, United-States, >50K -35, Private,102946, Some-college,10, Never-married, Sales, Not-in-family, Asian-Pac-Islander, Female,0,1669,45, United-States, <=50K -66, Self-emp-not-inc,244749, 5th-6th,3, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, Cuba, <=50K -36, Private,166115, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,56, United-States, <=50K -26, Private,213383, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -45, Self-emp-inc,107231, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, <=50K -17,,130969, 9th,5, Never-married,, Own-child, Black, Male,0,0,20, United-States, <=50K -27, Private,221977, 1st-4th,2, Married-spouse-absent, Priv-house-serv, Not-in-family, White, Female,0,0,40, Mexico, <=50K -41, Private,43467, Bachelors,13, Divorced, Other-service, Not-in-family, White, Female,0,0,99, United-States, <=50K -52, Private,357596, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,48, United-States, >50K -48, Private,146497, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,50, United-States, >50K -33, Private,317809, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -22, Private,190290, Bachelors,13, Never-married, Other-service, Own-child, White, Male,0,0,10, United-States, <=50K -59, Private,194573, 12th,8, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, >50K -72,,144461, Assoc-acdm,12, Married-civ-spouse,, Husband, White, Male,0,0,16, United-States, >50K -52, Local-gov,240638, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -18, Private,52776, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,25, United-States, <=50K -40, Private,50524, 12th,8, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -54, Private,324023, HS-grad,9, Never-married, Other-service, Own-child, Black, Female,0,0,40, United-States, <=50K -17, Private,110916, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,10, United-States, <=50K -23, Private,203924, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,70, United-States, <=50K -53, Private,214868, Assoc-voc,11, Never-married, Adm-clerical, Other-relative, Black, Female,0,2001,40, United-States, <=50K -27, Private,275466, 10th,6, Never-married, Handlers-cleaners, Own-child, Black, Male,0,0,40, United-States, <=50K -27, Local-gov,198708, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,37, United-States, <=50K -23, Private,179241, Assoc-voc,11, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -32, Private,154981, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,65, United-States, <=50K -29, Private,178811, Assoc-voc,11, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -26, Private,130018, HS-grad,9, Never-married, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -47, Federal-gov,87504, Bachelors,13, Divorced, Tech-support, Unmarried, White, Female,0,0,50, United-States, <=50K -29, Private,377414, Assoc-acdm,12, Divorced, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -51, Private,177927, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -60, Private,137490, 5th-6th,3, Separated, Handlers-cleaners, Not-in-family, Black, Male,0,0,40, United-States, <=50K -25, Private,262617, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,55, United-States, >50K -50, Private,30682, 7th-8th,4, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,50, United-States, <=50K -60, Private,119684, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,3103,0,40, United-States, >50K -52, Private,187938, Some-college,10, Divorced, Sales, Not-in-family, White, Female,0,0,49, United-States, <=50K -35, Private,122353, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -31, Private,75755, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, >50K -43, Private,91316, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,60, United-States, >50K -55, Private,134789, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Female,0,0,20, United-States, <=50K -22, Private,115892, 11th,7, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -36, Private,104457, Bachelors,13, Married-spouse-absent, Machine-op-inspct, Not-in-family, Asian-Pac-Islander, Male,0,0,40,, <=50K -51, Local-gov,230767, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,38, Cuba, <=50K -61, Private,227332, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -29, Private,160264, Some-college,10, Separated, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -47, Self-emp-not-inc,174533, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -73, Private,53114, Some-college,10, Widowed, Sales, Not-in-family, White, Female,2538,0,20, United-States, <=50K -20, Private,163870, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -20, Private,228709, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,0,0,40, United-States, <=50K -36, Private,172571, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -28, Private,335542, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,1628,50, United-States, <=50K -63, Local-gov,241404, Some-college,10, Divorced, Protective-serv, Not-in-family, White, Female,0,0,35, United-States, <=50K -50, Private,197189, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -59,,102058, 1st-4th,2, Married-civ-spouse,, Husband, White, Male,0,0,45, Portugal, <=50K -41, Self-emp-inc,104813, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -62, Private,261437, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,366842, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,80,, >50K -21,,121468, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -48, Self-emp-inc,214994, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -67, Private,229709, HS-grad,9, Widowed, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -43, Private,249039, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,36, United-States, >50K -49, Private,142287, Some-college,10, Divorced, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -54, Private,259323, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -18, Private,238281, 11th,7, Never-married, Sales, Own-child, White, Male,0,0,30, United-States, <=50K -60, Private,156774, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -27, Private,86153, HS-grad,9, Never-married, Tech-support, Unmarried, White, Female,0,0,40, Germany, <=50K -62, Private,93997, Doctorate,16, Married-civ-spouse, Exec-managerial, Husband, White, Male,99999,0,40, United-States, >50K -39, Self-emp-inc,91039, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,45, United-States, >50K -52, Private,224198, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,51, United-States, <=50K -54, Private,221336, HS-grad,9, Widowed, Other-service, Unmarried, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -28, Private,128012, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40,, <=50K -53, Local-gov,231166, HS-grad,9, Separated, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -28, Private,79702, Some-college,10, Never-married, Adm-clerical, Other-relative, Black, Male,0,0,40, United-States, <=50K -24, Self-emp-not-inc,132320, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,50, United-States, <=50K -37,,33355, Assoc-acdm,12, Married-civ-spouse,, Husband, White, Male,0,0,30, United-States, <=50K -55,,177557, HS-grad,9, Divorced,, Other-relative, White, Male,0,0,40, United-States, <=50K -47, Private,148549, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -26, Private,301563, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,113106, Assoc-acdm,12, Never-married, Sales, Own-child, White, Female,0,0,35, United-States, <=50K -41, Private,304175, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, >50K -25, State-gov,230200, Bachelors,13, Married-civ-spouse, Other-service, Wife, White, Female,0,0,40, United-States, <=50K -17, Private,313444, 12th,8, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -34, Private,247328, HS-grad,9, Never-married, Machine-op-inspct, Other-relative, White, Male,0,0,40, United-States, <=50K -34, Private,132565, 12th,8, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -41, State-gov,539019, Some-college,10, Never-married, Farming-fishing, Not-in-family, Black, Male,0,0,40, United-States, <=50K -24, Private,114292, Some-college,10, Never-married, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -32, Private,227608, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -21, State-gov,185554, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,11, United-States, <=50K -46, Self-emp-not-inc,181372, Bachelors,13, Never-married, Farming-fishing, Not-in-family, White, Female,0,0,40, United-States, <=50K -19, Private,344592, HS-grad,9, Never-married, Sales, Not-in-family, Black, Female,0,0,35, United-States, <=50K -29, Self-emp-not-inc,102326, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -43, Self-emp-not-inc,220647, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,2377,50, United-States, <=50K -18,,30246, 11th,7, Never-married,, Own-child, White, Female,0,0,45, United-States, <=50K -33, Private,496743, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,88, United-States, <=50K -21, Private,161508, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -33, State-gov,30494, HS-grad,9, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -29, Private,256764, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,1564,40, United-States, >50K -20,,49819, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -42,,338281, Assoc-voc,11, Married-civ-spouse,, Wife, White, Female,0,0,20, Iran, <=50K -21, Local-gov,256356, Some-college,10, Never-married, Prof-specialty, Own-child, White, Female,0,0,25, United-States, <=50K -25, Private,318644, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -20, Private,227594, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -59, Private,165695, Assoc-acdm,12, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,32, United-States, >50K -55, Private,127728, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -49, Private,123681, Assoc-acdm,12, Separated, Sales, Unmarried, White, Male,0,0,35, United-States, <=50K -48, Private,168038, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Male,0,1564,50, United-States, >50K -32, Private,154950, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,1977,44, United-States, >50K -25, Private,148298, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -41, Private,63042, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,20, United-States, <=50K -57, Local-gov,101444, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -38, Private,455379, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -25, Private,211097, 5th-6th,3, Divorced, Other-service, Unmarried, Other, Female,0,0,20, Honduras, <=50K -61, Local-gov,153264, HS-grad,9, Widowed, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -23,,263220, Some-college,10, Never-married,, Own-child, White, Female,0,0,15, United-States, <=50K -43, Private,180138, HS-grad,9, Separated, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, >50K -22, Private,208946, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,40,, <=50K -33, Private,321709, Assoc-acdm,12, Married-civ-spouse, Other-service, Wife, White, Female,0,0,15, United-States, >50K -39, Private,215981, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -44, State-gov,26880, Doctorate,16, Divorced, Prof-specialty, Not-in-family, White, Female,0,1092,40, United-States, <=50K -30, Self-emp-not-inc,90705, 11th,7, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -37, Private,185068, Bachelors,13, Never-married, Other-service, Not-in-family, White, Male,0,0,20, Puerto-Rico, <=50K -37, Private,268390, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, Mexico, <=50K -55, Private,102058, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -51, Self-emp-not-inc,421132, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,191803, Assoc-acdm,12, Never-married, Tech-support, Not-in-family, White, Male,0,0,13,, <=50K -60, Private,181954, Bachelors,13, Married-civ-spouse, Machine-op-inspct, Husband, Asian-Pac-Islander, Male,0,0,25, Iran, <=50K -17,,34505, 11th,7, Never-married,, Own-child, White, Male,0,0,50, United-States, <=50K -30, Private,93973, 11th,7, Married-civ-spouse, Craft-repair, Husband, Other, Male,0,0,40, Mexico, <=50K -63, Private,355459, 12th,8, Widowed, Priv-house-serv, Unmarried, Black, Female,0,0,35, United-States, <=50K -37, Private,173586, 7th-8th,4, Never-married, Other-service, Own-child, Black, Male,0,0,56, United-States, <=50K -32, Private,312055, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,45, United-States, <=50K -64, Federal-gov,353479, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, Amer-Indian-Eskimo, Male,0,0,45, United-States, >50K -21, Private,321426, Some-college,10, Never-married, Sales, Unmarried, White, Female,0,0,49, United-States, <=50K -53, Private,228752, HS-grad,9, Separated, Machine-op-inspct, Not-in-family, Black, Female,0,0,40, United-States, <=50K -46, Private,281647, Bachelors,13, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -29, Private,161615, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -44, Private,187376, Assoc-acdm,12, Separated, Adm-clerical, Not-in-family, White, Male,0,0,35, United-States, <=50K -47, Private,234994, 7th-8th,4, Separated, Craft-repair, Unmarried, White, Male,0,0,40, Puerto-Rico, <=50K -58,,169329, 9th,5, Married-civ-spouse,, Husband, Black, Male,0,0,40, United-States, <=50K -40, Private,216116, HS-grad,9, Separated, Adm-clerical, Unmarried, Black, Female,0,0,40, Jamaica, <=50K -36, Private,109204, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -57, Private,88879, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -39, Self-emp-not-inc,200863, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, <=50K -23, Private,223811, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,30, United-States, <=50K -32, Private,360761, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, >50K -33, Private,166275, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -40, Private,149102, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,117381, HS-grad,9, Never-married, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, <=50K -46, Private,306993, 5th-6th,3, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -32, Local-gov,232475, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -56, Private,165867, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -46, Private,268234, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,40, United-States, >50K -59, Self-emp-inc,110457, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -21, Private,329174, HS-grad,9, Never-married, Tech-support, Not-in-family, White, Male,4865,0,40, United-States, <=50K -37, Private,109472, 9th,5, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -18, Private,418176, Some-college,10, Never-married, Exec-managerial, Not-in-family, Black, Male,0,0,40, United-States, <=50K -28, Private,380390, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -18,,36064, 12th,8, Never-married,, Own-child, White, Male,0,0,20, United-States, <=50K -59, Self-emp-inc,95835, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -25, Local-gov,250770, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -17, Private,67603, 9th,5, Never-married, Other-service, Own-child, White, Female,0,0,10, United-States, <=50K -30, State-gov,352045, Masters,14, Separated, Craft-repair, Not-in-family, White, Male,99999,0,40, United-States, >50K -21, Private,196742, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,28, United-States, <=50K -31, Private,303942, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -56, Private,246687, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -64, Self-emp-not-inc,187793, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -46, Private,205816, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -60, Private,182343, 12th,8, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -59, Private,42959, HS-grad,9, Widowed, Other-service, Not-in-family, White, Female,0,0,36, United-States, <=50K -46, Private,140644, HS-grad,9, Married-spouse-absent, Machine-op-inspct, Not-in-family, White, Male,0,2258,50, United-States, <=50K -19, Private,183264, Some-college,10, Never-married, Protective-serv, Own-child, White, Male,0,0,30, United-States, <=50K -49, Private,294671, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -24, Private,88926, HS-grad,9, Never-married, Tech-support, Not-in-family, White, Male,0,0,45, United-States, <=50K -65, Private,64667, Some-college,10, Divorced, Other-service, Not-in-family, Asian-Pac-Islander, Female,0,0,15, United-States, <=50K -27, Private,416946, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -52, Private,208570, Assoc-voc,11, Divorced, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -42, Private,116649, Assoc-voc,11, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -78, Local-gov,87052, HS-grad,9, Widowed, Adm-clerical, Unmarried, White, Female,0,0,5, United-States, <=50K -46, Self-emp-not-inc,102869, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -60, Self-emp-inc,123552, 7th-8th,4, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, Ireland, <=50K -28, Private,157262, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -17, Private,146890, 9th,5, Never-married, Farming-fishing, Own-child, Black, Male,0,0,20, United-States, <=50K -57, Private,257200, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -48, Local-gov,452402, Doctorate,16, Never-married, Prof-specialty, Unmarried, Black, Female,0,0,15, United-States, <=50K -39, Private,531055, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -38, Self-emp-inc,298539, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -20, Private,95989, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,35, United-States, <=50K -32, Private,162572, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,48, United-States, >50K -41, Local-gov,75313, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40,, >50K -66, Private,117162, 10th,6, Widowed, Machine-op-inspct, Not-in-family, White, Female,0,0,32, United-States, <=50K -46, Private,173461, Some-college,10, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, United-States, >50K -48, Private,349986, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,50, United-States, >50K -24, Private,204244, 9th,5, Never-married, Other-service, Not-in-family, White, Female,0,0,37, United-States, <=50K -31, Private,36222, HS-grad,9, Separated, Handlers-cleaners, Not-in-family, White, Male,0,0,65, United-States, <=50K -38, Self-emp-inc,320811, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -57, Private,82676, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,48, United-States, <=50K -20, Private,152189, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -54, Self-emp-inc,52565, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,70, United-States, <=50K -62,,121319, HS-grad,9, Never-married,, Not-in-family, White, Male,0,0,40, United-States, <=50K -25, Private,144301, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,30, United-States, <=50K -21, Private,162869, Some-college,10, Never-married, Handlers-cleaners, Unmarried, White, Male,0,0,40, United-States, <=50K -23, Private,179241, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,30, United-States, <=50K -34, State-gov,62327, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -40, Self-emp-not-inc,121012, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,50, United-States, >50K -43, Private,60001, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,45, United-States, <=50K -55,,105582, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,35, United-States, <=50K -34, Local-gov,454076, Assoc-voc,11, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, >50K -21, State-gov,155818, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,25, United-States, <=50K -40, Private,434081, HS-grad,9, Divorced, Machine-op-inspct, Own-child, White, Female,0,0,40, United-States, <=50K -48, Federal-gov,265386, Assoc-acdm,12, Separated, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -47, Private,44671, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,38, United-States, <=50K -63, Private,190296, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1902,40, United-States, >50K -33, Federal-gov,198827, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -64,,22228, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,10, United-States, >50K -28, Private,109857, Assoc-voc,11, Divorced, Tech-support, Unmarried, White, Female,0,0,40, United-States, <=50K -21, Self-emp-not-inc,190968, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Male,0,0,25, United-States, <=50K -51, Private,75235, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -67, Self-emp-inc,127605, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,20051,0,60, Italy, >50K -33, Private,318982, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,38, United-States, <=50K -31, Private,229636, 1st-4th,2, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,2042,40, Mexico, <=50K -46, Private,233802, HS-grad,9, Married-civ-spouse, Tech-support, Husband, Black, Male,0,0,40, United-States, >50K -45, Self-emp-not-inc,28119, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,65, United-States, <=50K -66, State-gov,198363, 7th-8th,4, Widowed, Other-service, Not-in-family, Black, Female,2964,0,40, United-States, <=50K -58, Local-gov,153914, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,30, United-States, <=50K -40, Private,143582, Masters,14, Widowed, Sales, Own-child, Asian-Pac-Islander, Female,0,0,50, United-States, <=50K -71,,78786, 7th-8th,4, Married-civ-spouse,, Husband, White, Male,0,2149,24, United-States, <=50K -42, State-gov,126333, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, United-States, <=50K -46, Self-emp-not-inc,182689, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,3103,0,35, United-States, >50K -19, Private,35245, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,25, United-States, <=50K -19, Private,160120, Some-college,10, Never-married, Exec-managerial, Own-child, Asian-Pac-Islander, Male,2597,0,40,, <=50K -37, Self-emp-not-inc,400287, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,1887,15, United-States, >50K -22, Private,50610, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -64, Private,349826, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,35890, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -56, Private,174209, 5th-6th,3, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, <=50K -47, Private,63225, 1st-4th,2, Divorced, Other-service, Not-in-family, White, Female,0,0,15, United-States, <=50K -35, Private,164519, HS-grad,9, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -23, Private,81145, HS-grad,9, Never-married, Other-service, Other-relative, White, Female,0,0,40, United-States, <=50K -32, Local-gov,73514, Assoc-voc,11, Never-married, Protective-serv, Not-in-family, Asian-Pac-Islander, Female,0,0,50, United-States, <=50K -49, Local-gov,452402, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, Black, Female,7688,0,35, United-States, >50K -19,,318056, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -27, Private,285897, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,1887,40, United-States, >50K -19,,194404, Some-college,10, Never-married,, Own-child, White, Female,0,0,32, United-States, <=50K -20, Private,434710, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,20, United-States, <=50K -42, Federal-gov,177142, Bachelors,13, Never-married, Tech-support, Unmarried, White, Male,0,0,40, United-States, <=50K -35, Federal-gov,182863, Bachelors,13, Separated, Tech-support, Unmarried, White, Male,0,0,40, United-States, <=50K -62, Private,394645, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -46, Private,110457, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -32, Self-emp-not-inc,292465, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,35, United-States, >50K -35, Private,238433, Assoc-voc,11, Divorced, Exec-managerial, Unmarried, White, Male,0,0,40, United-States, <=50K -55, Private,160631, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,4508,0,8, Yugoslavia, <=50K -29, Private,285657, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -24, Private,236907, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,55, United-States, <=50K -19, Private,378418, HS-grad,9, Never-married, Other-service, Unmarried, White, Female,0,0,30, United-States, <=50K -50, Self-emp-not-inc,213279, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -38, Private,105503, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -24, Private,79160, HS-grad,9, Never-married, Craft-repair, Own-child, Black, Male,0,0,40, United-States, <=50K -62,,139391, 7th-8th,4, Married-civ-spouse,, Husband, White, Male,0,0,40, Ireland, >50K -33, Self-emp-not-inc,190027, Masters,14, Never-married, Exec-managerial, Not-in-family, Black, Female,0,0,70, United-States, >50K -79, Private,160758, 7th-8th,4, Married-civ-spouse, Sales, Husband, White, Male,0,0,15, United-States, <=50K -33, Private,361280, Doctorate,16, Married-civ-spouse, Tech-support, Husband, Asian-Pac-Islander, Male,0,0,40, Japan, <=50K -36, Private,199288, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,70, United-States, <=50K -46, Self-emp-not-inc,204698, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -17, Private,213354, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,6, United-States, <=50K -22, Private,282579, HS-grad,9, Never-married, Other-service, Unmarried, White, Male,0,0,40, United-States, <=50K -39, Private,99783, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,45, United-States, <=50K -27, Private,446947, Bachelors,13, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,55, United-States, <=50K -57, Private,186202, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -26, Self-emp-inc,177951, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,32, United-States, <=50K -28, Private,258364, Bachelors,13, Never-married, Other-service, Not-in-family, White, Female,0,0,35, United-States, <=50K -46, Local-gov,200727, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -32, Self-emp-not-inc,33404, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,10520,0,50, United-States, >50K -63, Federal-gov,31115, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,40, United-States, >50K -21, Private,301915, 11th,7, Separated, Sales, Not-in-family, Other, Female,0,0,30, Mexico, <=50K -44, Private,201908, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,5013,0,40, United-States, <=50K -40, Private,168071, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -32, Private,347623, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,35890, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -31, Private,154227, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,161532, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -55, Private,178282, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,263561, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -52, Private,201783, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,40, United-States, >50K -30, Private,161153, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -28, Private,193125, Some-college,10, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, United-States, >50K -28, Private,126060, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,99999,0,36, United-States, >50K -52, Private,186826, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Male,0,1564,40, United-States, >50K -32, Private,156192, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -35, Private,193094, HS-grad,9, Never-married, Prof-specialty, Unmarried, White, Female,0,0,35, United-States, <=50K -26, Private,472411, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -17, Private,147069, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,16, United-States, <=50K -40, Private,300195, Some-college,10, Divorced, Tech-support, Unmarried, Black, Female,0,0,40, United-States, <=50K -75,,91417, Assoc-voc,11, Married-civ-spouse,, Wife, White, Female,0,0,20, United-States, <=50K -23, Private,182342, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,40, Italy, <=50K -32, Private,258406, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, Mexico, <=50K -27, Private,87239, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,45, United-States, <=50K -25, Private,294406, Assoc-voc,11, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,30, United-States, <=50K -18,,41385, HS-grad,9, Married-civ-spouse,, Husband, White, Male,4508,0,40, United-States, <=50K -66, Private,197414, 7th-8th,4, Married-spouse-absent, Other-service, Not-in-family, White, Female,0,0,20, United-States, <=50K -47, Private,323212, HS-grad,9, Widowed, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -57, Local-gov,31532, Assoc-acdm,12, Married-civ-spouse, Other-service, Husband, White, Male,0,0,20, United-States, <=50K -30, Private,127610, Bachelors,13, Never-married, Sales, Own-child, White, Female,0,0,20, Greece, <=50K -26, Private,163189, Some-college,10, Divorced, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -33, Private,594187, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,60, United-States, >50K -39, Private,269323, Assoc-voc,11, Married-civ-spouse, Other-service, Husband, White, Male,0,1485,38, United-States, >50K -33, Private,96480, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Wife, White, Female,7688,0,40, United-States, >50K -58, Private,200316, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,212780, HS-grad,9, Never-married, Sales, Not-in-family, Black, Female,0,0,30, United-States, <=50K -49, Self-emp-inc,120121, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -20, Private,367240, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -24, Private,117606, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Female,0,0,35, United-States, <=50K -33, Private,122749, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,0,40, India, >50K -59, Private,169560, 10th,6, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -46, Private,269890, HS-grad,9, Divorced, Craft-repair, Not-in-family, Black, Male,0,0,40, United-States, <=50K -43, Private,303426, HS-grad,9, Divorced, Other-service, Unmarried, Asian-Pac-Islander, Male,5721,0,40, Philippines, <=50K -25, Private,112835, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -17, Private,226503, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -46, Private,207733, 1st-4th,2, Widowed, Other-service, Unmarried, White, Female,0,0,40, Puerto-Rico, <=50K -20, Private,275421, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -37, Local-gov,165883, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,0,0,40, United-States, <=50K -56, Self-emp-inc,236676, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -19,,171578, Some-college,10, Never-married,, Own-child, Black, Male,0,0,40, United-States, <=50K -30, Private,685955, Bachelors,13, Never-married, Sales, Unmarried, Black, Male,0,0,50, United-States, <=50K -32, Private,72887, Some-college,10, Married-civ-spouse, Sales, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, >50K -34, Private,135304, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -27, Private,218781, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,50, United-States, <=50K -23, Private,126540, 10th,6, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,261943, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Guatemala, <=50K -34, State-gov,111843, Bachelors,13, Never-married, Adm-clerical, Not-in-family, Black, Female,3325,0,40, United-States, <=50K -71, Self-emp-not-inc,401203, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,34, United-States, >50K -56, Private,117400, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,35, United-States, <=50K -61,,113658, 10th,6, Divorced,, Other-relative, White, Female,0,0,20, United-States, <=50K -40, Local-gov,166822, Masters,14, Married-civ-spouse, Prof-specialty, Wife, Black, Female,0,0,36, United-States, >50K -35, Private,151322, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -21, Private,102684, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -54, Self-emp-not-inc,152652, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,193416, Assoc-acdm,12, Never-married, Other-service, Own-child, White, Female,0,0,3, United-States, <=50K -35, Private,103323, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -37, Self-emp-not-inc,33975, Bachelors,13, Separated, Transport-moving, Not-in-family, White, Male,0,0,50, United-States, <=50K -20,,163665, Some-college,10, Never-married,, Own-child, White, Female,0,0,30, United-States, <=50K -59, Private,187485, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -50, Private,110327, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -28, Private,179498, Bachelors,13, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -37, Local-gov,197915, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,103995, Doctorate,16, Widowed, Prof-specialty, Not-in-family, White, Female,10520,0,60, United-States, >50K -46, Private,123807, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, Black, Female,0,0,15, United-States, <=50K -23, Private,43535, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,24, United-States, <=50K -57, Self-emp-not-inc,200316, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -60, Private,125832, HS-grad,9, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,72, Canada, <=50K -51, State-gov,71691, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,60, United-States, >50K -50, Private,168212, Some-college,10, Married-spouse-absent, Transport-moving, Unmarried, White, Male,0,0,40, United-States, <=50K -45, Federal-gov,98320, Some-college,10, Divorced, Adm-clerical, Unmarried, Asian-Pac-Islander, Female,914,0,40, United-States, <=50K -41, Private,173307, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,43, United-States, <=50K -56, Private,442116, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,54, United-States, >50K -18, Private,130849, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,17, United-States, <=50K -51, Private,159015, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -32, Private,147921, Prof-school,15, Never-married, Other-service, Not-in-family, White, Female,0,0,35, United-States, <=50K -48, Private,268022, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,55, United-States, >50K -51, Private,253357, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -50, Private,339954, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -32, State-gov,347623, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,3411,0,40, United-States, <=50K -53, Federal-gov,169112, Prof-school,15, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,45, United-States, >50K -37, Private,166213, HS-grad,9, Divorced, Tech-support, Unmarried, White, Male,0,0,40, United-States, <=50K -62, Private,216765, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40,, >50K -51, Private,335997, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1902,40, United-States, >50K -18,,354236, 10th,6, Never-married,, Own-child, White, Female,0,0,30, United-States, <=50K -70, Private,178120, HS-grad,9, Widowed, Priv-house-serv, Other-relative, Black, Female,0,0,8, United-States, <=50K -54, Private,312631, Prof-school,15, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,1887,50, United-States, >50K -67, Local-gov,31924, Some-college,10, Widowed, Other-service, Not-in-family, White, Female,2964,0,41, United-States, <=50K -34, Federal-gov,96483, Assoc-acdm,12, Never-married, Tech-support, Not-in-family, Asian-Pac-Islander, Female,0,0,60, United-States, >50K -26, Private,305304, 11th,7, Separated, Handlers-cleaners, Other-relative, White, Male,0,0,40, United-States, <=50K -52, Local-gov,111722, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,72, United-States, <=50K -24, Private,197554, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -51, Private,257126, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,101597, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,40, United-States, <=50K -23, Private,220115, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -38, Private,210844, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,2042,40, Columbia, <=50K -25, Self-emp-inc,66935, HS-grad,9, Never-married, Other-service, Other-relative, White, Male,0,0,30, United-States, <=50K -81, Private,192813, 7th-8th,4, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,25, Portugal, <=50K -35, Self-emp-not-inc,95639, 11th,7, Married-civ-spouse, Prof-specialty, Husband, Amer-Indian-Eskimo, Male,0,0,4, United-States, <=50K -40, Self-emp-not-inc,223881, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -33, Private,223105, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,40, United-States, <=50K -33, Private,192644, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,90, United-States, >50K -45, Self-emp-not-inc,58683, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,5178,0,48, United-States, >50K -22, Private,162282, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,55, United-States, <=50K -38, State-gov,239539, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -46, Private,117849, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,99999,0,50, United-States, >50K -17, Private,99237, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,30, United-States, <=50K -18,,149343, HS-grad,9, Never-married,, Own-child, White, Female,0,0,3, United-States, <=50K -42, Self-emp-not-inc,193882, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -41, Private,107845, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -58, Private,268295, 5th-6th,3, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,40, United-States, <=50K -43, Private,71269, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -42, Self-emp-inc,204598, Assoc-voc,11, Married-civ-spouse, Other-service, Husband, White, Male,3464,0,80, United-States, <=50K -19,,98283, Some-college,10, Never-married,, Own-child, Asian-Pac-Islander, Male,0,0,32, United-States, <=50K -45, Self-emp-inc,188694, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -41, Private,201908, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,20, United-States, <=50K -38, Private,191137, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,35, United-States, <=50K -58, Self-emp-not-inc,129786, HS-grad,9, Separated, Farming-fishing, Not-in-family, White, Male,0,0,50, United-States, <=50K -37, Private,302903, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, Asian-Pac-Islander, Female,0,0,40, United-States, >50K -34, Private,143526, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -23, Private,182117, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -47, Private,172753, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,85, United-States, >50K -37, Private,139770, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,35, United-States, <=50K -47, Private,215686, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,50, United-States, <=50K -31, Private,181388, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,1902,45, United-States, >50K -57, Private,81973, Bachelors,13, Married-civ-spouse, Sales, Husband, Asian-Pac-Islander, Male,15024,0,45, United-States, >50K -44, Private,328581, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -64, Private,110110, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, <=50K -31, Private,174201, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -40, Private,137421, Masters,14, Married-spouse-absent, Exec-managerial, Not-in-family, Asian-Pac-Islander, Male,0,0,35, India, >50K -34, Private,153927, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -28, Federal-gov,187649, HS-grad,9, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -72, Private,149992, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,35, United-States, <=50K -21, Private,234640, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,47, United-States, <=50K -52, Local-gov,311569, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -44, Private,182383, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,35, United-States, <=50K -57, State-gov,344381, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,7688,0,75, United-States, >50K -35, Self-emp-not-inc,280570, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,35, United-States, <=50K -21, Private,215039, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -38, Local-gov,339442, Some-college,10, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, <=50K -28, Local-gov,168065, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -59, Private,47534, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,45, United-States, >50K -54, Local-gov,116428, 10th,6, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,121789, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,38, United-States, <=50K -29, State-gov,143139, 10th,6, Never-married, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -18, Private,187790, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -31, Private,140559, HS-grad,9, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,40, United-States, <=50K -17, Private,184025, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,16, United-States, <=50K -47, Private,257824, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -42, Private,89226, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,7688,0,40, Greece, >50K -21, Private,145917, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -32, Private,207301, Some-college,10, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, United-States, <=50K -51, Private,135388, 12th,8, Widowed, Machine-op-inspct, Not-in-family, White, Male,0,1564,40, United-States, >50K -24, Private,266467, Assoc-voc,11, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -60, Private,200047, Masters,14, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -29, Federal-gov,121040, HS-grad,9, Divorced, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -24, Private,199694, Assoc-acdm,12, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,30, United-States, <=50K -43, Private,301007, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,50, United-States, >50K -64, Self-emp-not-inc,253759, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,1977,50, United-States, >50K -53, Private,120839, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -64, State-gov,33342, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -41, Private,205195, Assoc-acdm,12, Divorced, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Private,362873, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, El-Salvador, <=50K -25, Private,104614, HS-grad,9, Never-married, Protective-serv, Unmarried, White, Female,0,0,25, United-States, <=50K -27, Self-emp-not-inc,32280, HS-grad,9, Never-married, Farming-fishing, Unmarried, White, Male,0,0,50, United-States, <=50K -30, Private,191777, 12th,8, Never-married, Other-service, Own-child, Black, Female,0,0,20,, <=50K -39, Private,144169, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,264076, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -33, Private,119164, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -41, Private,126845, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,228395, Bachelors,13, Never-married, Sales, Own-child, Black, Female,0,0,40, United-States, <=50K -32, Private,242654, Some-college,10, Divorced, Sales, Unmarried, Black, Female,0,1138,40, Honduras, <=50K -69, Self-emp-not-inc,30951, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,20, United-States, <=50K -36, Private,48855, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,38, United-States, >50K -57, Self-emp-not-inc,50791, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,20, United-States, <=50K -58, Local-gov,248739, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -26, Private,165418, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -17, Private,79464, 11th,7, Never-married, Adm-clerical, Own-child, White, Female,0,0,12, United-States, <=50K -36, Local-gov,321247, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -44, Private,104269, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, >50K -39, Self-emp-inc,129573, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -41, Private,222142, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,3464,0,40, United-States, <=50K -24, Private,126613, 11th,7, Never-married, Other-service, Not-in-family, White, Female,0,0,20, United-States, <=50K -54, Private,145548, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,331861, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,30, United-States, <=50K -39, Private,156261, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,38, United-States, <=50K -27, Private,173944, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -25, Private,69739, 10th,6, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, Portugal, <=50K -32, Private,266345, Some-college,10, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Private,278006, HS-grad,9, Divorced, Tech-support, Unmarried, White, Female,0,0,40, United-States, <=50K -50, Self-emp-inc,82578, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -66, Private,154164, Assoc-acdm,12, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,7,, <=50K -25, Private,250038, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -48, Private,175468, HS-grad,9, Married-spouse-absent, Other-service, Unmarried, White, Female,0,0,16, United-States, <=50K -23, State-gov,435835, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,7, United-States, <=50K -70, Private,135601, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,20051,0,35, United-States, >50K -20, State-gov,162945, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -18, Private,244115, 11th,7, Never-married, Other-service, Own-child, Black, Male,0,0,16, United-States, <=50K -29, Private,351902, HS-grad,9, Divorced, Sales, Not-in-family, White, Male,0,0,34, United-States, <=50K -33, Private,291414, 11th,7, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,278736, 12th,8, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,40, Mexico, <=50K -44, Private,138975, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,50, United-States, <=50K -32, Private,165295, 5th-6th,3, Never-married, Other-service, Not-in-family, White, Female,0,0,40, Mexico, <=50K -49, Self-emp-inc,93557, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -66, Self-emp-not-inc,176315, Bachelors,13, Divorced, Sales, Not-in-family, White, Male,401,0,20, United-States, <=50K -35, Private,187167, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -24, Private,241582, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,33, United-States, <=50K -31, Private,247328, 11th,7, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -75, Self-emp-not-inc,157778, Assoc-voc,11, Divorced, Prof-specialty, Not-in-family, White, Female,15831,0,50, United-States, >50K -66, Self-emp-not-inc,67765, 11th,7, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,84, United-States, >50K -19,,229431, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -46, Private,192203, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,93326, Some-college,10, Separated, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -46, Private,118889, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,68, United-States, >50K -29, State-gov,237028, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -63, Private,156127, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,45, United-States, <=50K -46, Private,151325, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -52, Private,311350, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,50, United-States, <=50K -44, Self-emp-not-inc,273465, Assoc-acdm,12, Never-married, Sales, Own-child, White, Male,0,0,50, United-States, <=50K -66, Private,172646, 5th-6th,3, Married-civ-spouse, Transport-moving, Husband, White, Male,1173,0,12, United-States, <=50K -51, Private,379797, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, <=50K -38, Private,131827, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,70, United-States, <=50K -26, State-gov,158734, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -35, Private,233533, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,42, United-States, <=50K -48, Private,246367, Some-college,10, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,50, United-States, <=50K -42, Local-gov,142049, Some-college,10, Divorced, Tech-support, Unmarried, White, Female,0,0,32, United-States, <=50K -50, Private,101119, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,104830, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Female,594,0,35, United-States, <=50K -42, Private,173981, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, Italy, >50K -63, Private,195338, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,45, United-States, >50K -18, Private,64253, 11th,7, Never-married, Sales, Own-child, Black, Female,0,0,20, United-States, <=50K -56, Private,182062, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,48, United-States, >50K -33, Private,111696, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,45, United-States, <=50K -41,,168071, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,314369, HS-grad,9, Divorced, Craft-repair, Unmarried, Black, Male,0,0,45, United-States, <=50K -37, Private,178877, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,45, United-States, <=50K -42, Private,111483, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,48, United-States, >50K -18,,192321, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -62, Private,171757, 7th-8th,4, Widowed, Transport-moving, Not-in-family, Black, Male,0,0,40, United-States, <=50K -29, Federal-gov,157313, Assoc-voc,11, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -20, Private,38772, 11th,7, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -36, Federal-gov,72338, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, >50K -67, Self-emp-not-inc,132626, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,70, United-States, <=50K -50, Private,176240, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -40, Private,202692, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,35, United-States, <=50K -18, Private,70021, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,15, United-States, <=50K -55, Private,181242, HS-grad,9, Divorced, Protective-serv, Not-in-family, White, Male,0,0,20, United-States, <=50K -48, Private,196707, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -80, Local-gov,81534, 1st-4th,2, Widowed, Farming-fishing, Not-in-family, Asian-Pac-Islander, Male,1086,0,20, Philippines, <=50K -25, Private,137658, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,45, United-States, <=50K -24, Private,253190, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -46, Private,233059, 9th,5, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -22, State-gov,177787, HS-grad,9, Never-married, Other-service, Unmarried, White, Female,0,0,45, United-States, <=50K -35, Self-emp-not-inc,193026, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -62, Self-emp-not-inc,271464, Masters,14, Separated, Farming-fishing, Not-in-family, White, Male,0,0,30, United-States, <=50K -40, Private,199689, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -27, Federal-gov,190653, Assoc-voc,11, Married-civ-spouse, Armed-Forces, Husband, White, Male,0,0,40,, >50K -40, Private,359389, Bachelors,13, Divorced, Other-service, Unmarried, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -49, Self-emp-not-inc,181717, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,7, United-States, >50K -52, Private,245127, 9th,5, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, Outlying-US(Guam-USVI-etc), <=50K -21, Private,274398, Assoc-voc,11, Never-married, Adm-clerical, Own-child, Black, Female,0,0,40, United-States, <=50K -41, Self-emp-not-inc,344624, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -35, Private,169037, HS-grad,9, Married-civ-spouse, Transport-moving, Wife, White, Female,0,0,48, United-States, <=50K -22, Private,221406, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,20, United-States, <=50K -71, Private,211707, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,4, United-States, <=50K -73,,185939, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,227026, Bachelors,13, Never-married, Craft-repair, Unmarried, White, Female,0,0,40, Nicaragua, <=50K -38, Private,187847, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -19, Private,238144, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,20, United-States, <=50K -29, Private,243660, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,45, United-States, <=50K -26, Private,102476, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -56, Local-gov,238405, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -29, Private,187479, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -40, Private,168294, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -52,,129893, HS-grad,9, Married-civ-spouse,, Husband, Black, Male,0,1579,30, United-States, <=50K -55, Private,172642, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -19, Private,208066, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -39, Private,247558, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,41, United-States, <=50K -36, Private,99233, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1887,40, United-States, >50K -46, Private,430278, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -33, State-gov,204374, Masters,14, Never-married, Prof-specialty, Own-child, White, Male,0,0,38, Poland, <=50K -30, Private,136832, 9th,5, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -54, Federal-gov,151135, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -17, Private,95875, 9th,5, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,12, United-States, <=50K -39, Private,360494, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -21,,187581, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -53, Private,98659, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,44, United-States, <=50K -45, Private,252242, Doctorate,16, Divorced, Sales, Not-in-family, White, Male,99999,0,55, United-States, >50K -24, Private,411238, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, Black, Female,0,0,40, United-States, <=50K -47, Self-emp-not-inc,199083, Masters,14, Divorced, Transport-moving, Not-in-family, White, Male,0,2258,50, United-States, >50K -38, Private,222573, HS-grad,9, Separated, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -44, Private,245317, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -45, Private,216414, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,7688,0,50, United-States, >50K -32, Private,236396, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,311826, Some-college,10, Never-married, Sales, Unmarried, White, Female,0,0,18, United-States, <=50K -38, Private,172538, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, <=50K -38, Private,43712, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,55, United-States, <=50K -33, Private,272669, Assoc-acdm,12, Never-married, Adm-clerical, Unmarried, Asian-Pac-Islander, Male,0,0,30, Hong, <=50K -50, Private,137299, Assoc-acdm,12, Divorced, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -40, Private,171305, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,60, United-States, >50K -33, Local-gov,190027, HS-grad,9, Divorced, Other-service, Own-child, Black, Female,0,0,40, United-States, <=50K -20, Private,376416, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -17, Local-gov,236831, 12th,8, Never-married, Adm-clerical, Own-child, Black, Female,0,0,15, United-States, <=50K -27, Private,170148, Bachelors,13, Never-married, Tech-support, Own-child, White, Female,0,0,28, United-States, <=50K -66, Private,366425, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -53, Private,95864, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,50, England, >50K -71, Private,37435, Bachelors,13, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,3, United-States, <=50K -39, Self-emp-not-inc,151835, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,149419, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,55, United-States, <=50K -20,,224238, Some-college,10, Never-married,, Own-child, White, Male,0,0,6, United-States, <=50K -56, Private,359972, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, England, >50K -60, Private,23063, 7th-8th,4, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -43, Private,198282, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -46, Self-emp-inc,211020, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,60, Germany, >50K -42, Private,104196, HS-grad,9, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,40, United-States, <=50K -56, Private,133819, HS-grad,9, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -31, Private,328734, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Female,0,2238,40, United-States, <=50K -34, Self-emp-not-inc,41210, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -38, Private,225399, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -32,,13862, HS-grad,9, Never-married,, Not-in-family, Amer-Indian-Eskimo, Female,0,0,38, United-States, <=50K -32, Local-gov,43959, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -44, Private,83827, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, <=50K -24, Private,157332, Assoc-voc,11, Divorced, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -48, Private,163706, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,70, United-States, >50K -43, Private,211517, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,1669,45, United-States, <=50K -69,,92852, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,5, United-States, <=50K -39, Self-emp-not-inc,192626, HS-grad,9, Separated, Farming-fishing, Not-in-family, White, Male,0,0,50, United-States, <=50K -55, Private,115439, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -27, Private,98769, Assoc-voc,11, Never-married, Craft-repair, Unmarried, White, Male,0,0,40, United-States, >50K -29, Private,66473, Some-college,10, Never-married, Farming-fishing, Unmarried, White, Male,0,0,50, United-States, <=50K -41, Self-emp-not-inc,138077, Masters,14, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,10, United-States, >50K -30, Local-gov,339388, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,72, United-States, >50K -28, Private,195520, Assoc-voc,11, Never-married, Adm-clerical, Other-relative, White, Male,0,0,40, Ireland, <=50K -68, Private,204680, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,37, United-States, <=50K -55, Private,184948, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,356231, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,2129,65, United-States, <=50K -55, Private,204334, Prof-school,15, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,55, England, >50K -60, Self-emp-inc,96660, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,8, United-States, >50K -44, Private,184871, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -45, Private,298950, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,238802, HS-grad,9, Divorced, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -58,,242670, Some-college,10, Married-civ-spouse,, Wife, White, Female,0,0,20, United-States, <=50K -47, Private,183186, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -18, Private,34125, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,10, United-States, <=50K -23, Private,158996, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,38, United-States, <=50K -35, Local-gov,203883, Some-college,10, Divorced, Tech-support, Unmarried, White, Female,0,0,40, United-States, <=50K -61, Self-emp-inc,248160, 10th,6, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,40, United-States, >50K -54, Private,548361, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,98, United-States, <=50K -21, Private,203914, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,19, United-States, <=50K -53, State-gov,91121, Masters,14, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -46, Self-emp-not-inc,139397, 10th,6, Separated, Exec-managerial, Unmarried, White, Female,0,0,15, Ecuador, <=50K -56, Private,208640, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -46, Private,183013, Bachelors,13, Divorced, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -36, Private,161141, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -54, Private,343333, Bachelors,13, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,80, United-States, >50K -35, State-gov,210866, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,359854, Bachelors,13, Never-married, Priv-house-serv, Other-relative, White, Female,0,0,35, Mexico, <=50K -49, Self-emp-inc,235646, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,47, United-States, <=50K -60, Self-emp-not-inc,157588, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,99, United-States, <=50K -55, Private,200734, HS-grad,9, Separated, Other-service, Unmarried, Black, Female,0,0,40,, <=50K -21, Private,212213, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -38, Private,248941, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -41, Local-gov,291831, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,35, United-States, <=50K -43, State-gov,114191, Some-college,10, Married-civ-spouse, Protective-serv, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -54, Self-emp-inc,151580, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -46, Private,331498, Doctorate,16, Never-married, Other-service, Own-child, White, Male,0,0,40,, <=50K -20, Private,139989, Some-college,10, Never-married, Adm-clerical, Own-child, Black, Male,0,0,40, United-States, <=50K -35, Private,187167, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,50, United-States, <=50K -24, Private,299528, Some-college,10, Never-married, Sales, Not-in-family, Asian-Pac-Islander, Female,0,0,50, Taiwan, <=50K -41, Private,226608, 1st-4th,2, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Mexico, <=50K -36, Private,306361, HS-grad,9, Never-married, Other-service, Unmarried, Black, Male,0,0,40, United-States, <=50K -40, Self-emp-not-inc,213416, 5th-6th,3, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,10, Mexico, <=50K -23, Private,85139, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -37, Private,48779, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -71, Self-emp-inc,146365, Some-college,10, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,24, United-States, <=50K -36, Private,355856, 5th-6th,3, Never-married, Other-service, Not-in-family, Asian-Pac-Islander, Male,0,0,40, China, <=50K -51, Private,39264, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, >50K -30, Private,117028, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -40, Private,266631, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, Haiti, <=50K -26, Private,152263, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,45, United-States, <=50K -49, Private,387074, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,245211, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,2002,43, United-States, <=50K -48, Private,136455, Some-college,10, Divorced, Sales, Not-in-family, White, Female,0,0,16, United-States, <=50K -53, State-gov,153486, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -31, Private,105479, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -40, Private,409902, HS-grad,9, Never-married, Machine-op-inspct, Own-child, Black, Female,0,0,40, United-States, <=50K -21,,133515, Assoc-acdm,12, Never-married,, Own-child, White, Female,594,0,40, United-States, <=50K -38, Private,89202, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -37,,185692, 10th,6, Married-civ-spouse,, Husband, White, Male,0,0,84, United-States, <=50K -34, Private,157024, 10th,6, Never-married, Other-service, Unmarried, Black, Female,0,0,20, United-States, <=50K -53, Private,230936, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -21, Private,57298, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,35, United-States, <=50K -26, Private,82488, Masters,14, Never-married, Prof-specialty, Own-child, Asian-Pac-Islander, Female,0,0,40, Philippines, >50K -29, Private,606111, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -44, Private,235182, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -22, Private,150336, Some-college,10, Divorced, Tech-support, Other-relative, White, Female,0,0,40, United-States, <=50K -43, Federal-gov,145175, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,42, United-States, >50K -39, Private,186719, Some-college,10, Separated, Craft-repair, Unmarried, White, Female,0,0,25, United-States, <=50K -38, Local-gov,325538, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -67, Private,192995, HS-grad,9, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,35, United-States, <=50K -31, Private,103596, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,65, United-States, <=50K -30, Private,207172, 11th,7, Never-married, Protective-serv, Not-in-family, White, Female,0,0,35, United-States, <=50K -53, Self-emp-not-inc,237729, HS-grad,9, Married-civ-spouse, Prof-specialty, Wife, White, Female,3411,0,65, United-States, <=50K -44, Private,121718, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,48, United-States, >50K -43, Private,196344, 5th-6th,3, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, Mexico, <=50K -22, Private,100235, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -31, Private,161153, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, <=50K -44, Private,303619, 11th,7, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -88, Self-emp-not-inc,141646, 7th-8th,4, Widowed, Farming-fishing, Not-in-family, White, Male,0,0,5, United-States, <=50K -21, Private,293726, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,60, United-States, <=50K -31, Private,190772, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Female,0,1590,35,, <=50K -35, Local-gov,91124, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Private,318912, Bachelors,13, Never-married, Other-service, Own-child, Black, Male,0,0,55, United-States, <=50K -48, Private,355978, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -68,,81468, HS-grad,9, Widowed,, Unmarried, White, Female,0,0,16, United-States, <=50K -64, Private,183672, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,50, United-States, <=50K -49, Private,140826, Masters,14, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,99999,0,50,, >50K -44, Private,146659, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -18, Private,294720, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,12, United-States, <=50K -34, Private,284629, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -29, Local-gov,128091, HS-grad,9, Never-married, Transport-moving, Unmarried, White, Female,0,0,40, United-States, <=50K -23, Private,153643, HS-grad,9, Never-married, Machine-op-inspct, Other-relative, Black, Male,0,0,40, United-States, <=50K -36, Self-emp-inc,173968, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -29,,168479, Bachelors,13, Never-married,, Not-in-family, White, Male,0,0,40, United-States, <=50K -34, Private,303177, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, Mexico, <=50K -27, Self-emp-not-inc,189030, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -57, Local-gov,261584, Some-college,10, Separated, Other-service, Not-in-family, Black, Female,0,0,40, United-States, <=50K -24, Private,131230, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -54, Private,138852, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,60, United-States, <=50K -18, Private,137532, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -25, Private,67222, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -28, Private,278736, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Mexico, <=50K -87, Private,143574, HS-grad,9, Married-spouse-absent, Sales, Not-in-family, White, Male,0,0,16, United-States, <=50K -54, Private,283725, Masters,14, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -21, Private,131404, HS-grad,9, Never-married, Other-service, Other-relative, White, Male,0,0,25, United-States, <=50K -43, Private,185015, 5th-6th,3, Married-spouse-absent, Priv-house-serv, Other-relative, White, Female,0,0,40, El-Salvador, <=50K -43, Federal-gov,47902, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,3908,0,40, United-States, <=50K -38, Private,272017, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -46, Private,224559, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,35, United-States, <=50K -65, Private,138247, Some-college,10, Widowed, Sales, Not-in-family, White, Female,0,0,22, United-States, <=50K -39, Private,365465, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -60, Self-emp-not-inc,69887, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, >50K -30, Private,203488, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,60, United-States, <=50K -39, Private,57691, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,7298,0,40, United-States, >50K -35, Private,193815, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,48, United-States, >50K -31, Self-emp-not-inc,37284, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,317434, HS-grad,9, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -33, Private,198613, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,126060, Prof-school,15, Never-married, Prof-specialty, Other-relative, White, Female,0,0,40, United-States, <=50K -31, Private,187560, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -77,,331863, Some-college,10, Separated,, Not-in-family, White, Male,0,0,2, United-States, <=50K -40, State-gov,52498, Assoc-acdm,12, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -58, Federal-gov,256466, Masters,14, Married-civ-spouse, Tech-support, Husband, Asian-Pac-Islander, Male,7688,0,40, China, >50K -37, Local-gov,215618, Assoc-voc,11, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,80, United-States, >50K -39, Private,150057, 10th,6, Separated, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -30, Private,213714, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -20, Private,173095, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,4, United-States, <=50K -36,,143774, HS-grad,9, Divorced,, Other-relative, White, Female,0,0,40, United-States, <=50K -30, Private,277488, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -39, Private,240468, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,42, United-States, <=50K -43, Private,197609, Some-college,10, Divorced, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -25, Private,72294, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -42, Private,219155, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -38, Private,130277, Some-college,10, Divorced, Tech-support, Unmarried, White, Female,0,1726,40, United-States, <=50K -67, Private,100718, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,30, United-States, <=50K -57, Private,151474, HS-grad,9, Divorced, Handlers-cleaners, Other-relative, White, Female,0,0,40, United-States, <=50K -21, Private,209955, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,20, United-States, <=50K -35, Private,23892, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, >50K -40, Private,206927, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1887,40, United-States, >50K -35, Private,60135, 10th,6, Married-civ-spouse, Other-service, Wife, White, Female,0,0,40, United-States, <=50K -74,,95630, 9th,5, Married-civ-spouse,, Husband, White, Male,0,0,10, United-States, <=50K -19, Private,229516, 7th-8th,4, Never-married, Machine-op-inspct, Other-relative, White, Male,0,0,40, United-States, <=50K -36, Self-emp-not-inc,127740, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,99, United-States, <=50K -39, State-gov,252662, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Male,0,2824,50, United-States, >50K -17,,171080, 12th,8, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -47,,118358, HS-grad,9, Never-married,, Other-relative, White, Female,0,0,50,, <=50K -32, Private,160594, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,1564,50, United-States, >50K -32, Local-gov,393376, Bachelors,13, Never-married, Protective-serv, Not-in-family, White, Female,0,0,48, United-States, <=50K -51, Federal-gov,321494, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -48,,289517, Some-college,10, Never-married,, Not-in-family, White, Male,0,0,35, United-States, <=50K -38, Private,331395, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,38, United-States, <=50K -19,,199609, Some-college,10, Never-married,, Own-child, White, Female,0,0,20, United-States, <=50K -52, Private,178596, Masters,14, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -21, Private,198996, Some-college,10, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,30, United-States, <=50K -33, Private,222654, HS-grad,9, Divorced, Craft-repair, Other-relative, White, Male,0,0,40, United-States, <=50K -18, Private,293510, 12th,8, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,20, United-States, <=50K -32, Self-emp-not-inc,176185, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,7298,0,40, Japan, >50K -28, Private,370509, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,44, United-States, >50K -45, Private,167381, HS-grad,9, Divorced, Sales, Unmarried, White, Female,0,0,32, United-States, <=50K -21, Private,300445, HS-grad,9, Never-married, Other-service, Own-child, Black, Female,0,0,40, United-States, <=50K -24, Private,339602, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -53, Private,329222, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,1740,40, Laos, <=50K -54, Self-emp-not-inc,183668, 5th-6th,3, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,55, United-States, <=50K -28, Private,30014, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -20,,120820, Some-college,10, Never-married,, Own-child, White, Female,0,0,30, United-States, <=50K -23, Private,33021, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -33, State-gov,295662, Bachelors,13, Never-married, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -45, Private,183168, Some-college,10, Married-civ-spouse, Tech-support, Wife, White, Female,0,0,40, United-States, <=50K -47, Self-emp-not-inc,148738, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,72, United-States, >50K -35, Private,214738, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, United-States, <=50K -20, Private,196758, Assoc-acdm,12, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -35, Federal-gov,105527, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -50, Private,221495, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,211938, 10th,6, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -50, Private,209320, 10th,6, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,32, United-States, <=50K -33, Private,298785, 9th,5, Divorced, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -37, Private,459192, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,44, United-States, <=50K -37, Private,342642, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -25, Self-emp-not-inc,46015, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -17, Private,219199, 10th,6, Never-married, Other-service, Own-child, Black, Male,0,0,15, United-States, <=50K -49, Self-emp-not-inc,285858, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -66, Private,592029, HS-grad,9, Widowed, Sales, Not-in-family, Black, Female,0,0,24, United-States, <=50K -24, Private,132247, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,24, United-States, <=50K -50, Private,330543, Preschool,1, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, Mexico, <=50K -56, Private,176613, Bachelors,13, Divorced, Prof-specialty, Not-in-family, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -68, Private,174895, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -65, Private,200408, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -67, Private,219687, Some-college,10, Widowed, Sales, Not-in-family, White, Male,0,0,18, United-States, <=50K -17, Private,174466, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,18, United-States, <=50K -27, Private,339921, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,38, Mexico, <=50K -47, Local-gov,330080, 11th,7, Married-spouse-absent, Craft-repair, Not-in-family, Black, Male,0,0,40, United-States, <=50K -40, Private,151504, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -39, State-gov,275300, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Mexico, <=50K -36, Private,178322, HS-grad,9, Divorced, Transport-moving, Unmarried, White, Male,0,0,40, United-States, <=50K -49, State-gov,209482, HS-grad,9, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -59, Private,157831, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,16, United-States, <=50K -46, Private,224314, Bachelors,13, Widowed, Exec-managerial, Unmarried, White, Female,0,0,20, United-States, <=50K -71,,144461, Bachelors,13, Married-civ-spouse,, Husband, White, Male,3456,0,16, United-States, <=50K -42, Self-emp-not-inc,114580, Masters,14, Divorced, Exec-managerial, Unmarried, White, Female,0,0,70, United-States, <=50K -46, Self-emp-inc,321764, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -41, Private,197907, HS-grad,9, Never-married, Tech-support, Not-in-family, Black, Female,0,0,40, United-States, <=50K -20, State-gov,199884, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,10, United-States, <=50K -30, Private,332975, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,55, United-States, <=50K -29, Private,37599, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,36, United-States, <=50K -28, Private,52199, Bachelors,13, Never-married, Other-service, Not-in-family, White, Male,0,0,50, United-States, <=50K -61, Self-emp-not-inc,45795, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,36, United-States, <=50K -30, Private,154120, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,60, United-States, >50K -27, Private,217530, Some-college,10, Never-married, Tech-support, Own-child, White, Male,0,0,40, El-Salvador, <=50K -58, Self-emp-not-inc,426263, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,32, United-States, <=50K -37, Private,406664, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, Mexico, <=50K -24, Private,269799, Assoc-voc,11, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -48, Private,127738, 9th,5, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -24, Private,330724, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Asian-Pac-Islander, Male,0,0,16,, <=50K -47, Private,138999, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,4386,0,48, United-States, >50K -33, Private,152744, Some-college,10, Never-married, Exec-managerial, Own-child, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -26, Private,155459, Bachelors,13, Never-married, Protective-serv, Other-relative, White, Male,0,0,45, United-States, <=50K -43, Private,222596, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,50, United-States, >50K -29, Private,209173, Assoc-acdm,12, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -33, Private,513977, Some-college,10, Married-civ-spouse, Tech-support, Husband, Black, Male,0,0,40, United-States, <=50K -45, Private,186410, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -44, Private,230684, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -44, Private,136986, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -34, State-gov,647591, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Female,0,0,40, United-States, <=50K -25, Private,264300, Assoc-voc,11, Never-married, Prof-specialty, Own-child, White, Female,0,0,36, United-States, <=50K -59, Private,95967, Prof-school,15, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,40,, <=50K -33, Private,187802, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,1887,40, United-States, >50K -45, Self-emp-inc,270079, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -58, Private,141379, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,42, United-States, <=50K -18, Private,176653, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,26, United-States, <=50K -35, Private,176900, Assoc-voc,11, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -55, Private,200217, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -43, Private,188331, 11th,7, Separated, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -36, Private,158363, 12th,8, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -42, Self-emp-not-inc,247422, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -45, Private,247120, HS-grad,9, Married-civ-spouse, Transport-moving, Other-relative, White, Female,0,0,50,, <=50K -20, Local-gov,37932, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -27, Self-emp-not-inc,32280, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,197286, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,8, United-States, <=50K -55, Private,228595, 5th-6th,3, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,81534, 11th,7, Never-married, Other-service, Other-relative, Asian-Pac-Islander, Male,0,0,35, United-States, <=50K -17, Private,165457, 10th,6, Never-married, Other-service, Own-child, White, Male,0,0,16, United-States, <=50K -28, Private,209109, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,50, United-States, <=50K -31, Private,141817, Bachelors,13, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40,, <=50K -66,,249043, 11th,7, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, >50K -61, Self-emp-not-inc,185640, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,30, United-States, >50K -19, Private,400195, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -28, Private,267912, Some-college,10, Separated, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -39, Private,370032, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, <=50K -34, Private,191957, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,40, United-States, >50K -53, Private,361405, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -54, Private,103580, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -44, Private,116632, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,35, United-States, >50K -34, Private,185480, Assoc-acdm,12, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -41, Private,94113, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,99999,0,60, United-States, >50K -26, Self-emp-not-inc,75654, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, Greece, <=50K -38, Private,104727, Masters,14, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -28, Private,302406, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,45, United-States, <=50K -63, Private,116993, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -51, Private,274528, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -53, Federal-gov,218382, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Wife, Black, Female,0,0,40, United-States, >50K -35, Federal-gov,170425, Assoc-acdm,12, Divorced, Prof-specialty, Unmarried, Black, Female,0,0,40, United-States, <=50K -49, Self-emp-inc,148437, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,60, United-States, <=50K -43, Private,24264, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -50, State-gov,78923, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1485,40, United-States, >50K -49, Self-emp-inc,106169, Some-college,10, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -43, Local-gov,211860, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -49, Private,250821, Prof-school,15, Never-married, Farming-fishing, Other-relative, White, Male,0,0,48, United-States, <=50K -29, Private,202558, Assoc-voc,11, Married-civ-spouse, Tech-support, Other-relative, White, Female,0,0,40, United-States, <=50K -30, Private,96480, Assoc-voc,11, Never-married, Adm-clerical, Own-child, White, Female,0,0,32, United-States, <=50K -32, Private,215912, HS-grad,9, Married-civ-spouse, Other-service, Wife, Black, Female,0,0,40, United-States, <=50K -51, Self-emp-inc,182211, Some-college,10, Divorced, Sales, Own-child, White, Female,0,0,70, United-States, <=50K -33, Federal-gov,206392, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,150057, Bachelors,13, Divorced, Sales, Own-child, White, Male,0,0,50, United-States, <=50K -38, Self-emp-inc,105044, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -45, Private,168195, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,42, United-States, <=50K -18, Federal-gov,54377, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,50, United-States, <=50K -69, Self-emp-not-inc,118174, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,20051,0,15, United-States, >50K -54, Private,229375, Some-college,10, Widowed, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -44, Federal-gov,109414, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, Asian-Pac-Islander, Male,0,1977,40, Philippines, >50K -40, Private,158275, HS-grad,9, Divorced, Adm-clerical, Unmarried, Black, Female,0,625,40, United-States, <=50K -40, Private,32185, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,44, United-States, <=50K -20, Private,228452, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -36, Private,170174, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,15024,0,56, United-States, >50K -39, Private,162370, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -18, Private,260253, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -42, Private,252392, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,99897, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -22,,52596, Some-college,10, Never-married,, Own-child, White, Male,0,0,15,, >50K -38, Private,48093, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,275244, Some-college,10, Never-married, Exec-managerial, Not-in-family, Black, Male,0,0,35, United-States, <=50K -41, Private,173316, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,162164, Some-college,10, Never-married, Priv-house-serv, Own-child, White, Female,0,0,45, United-States, <=50K -62, Private,166425, 11th,7, Divorced, Machine-op-inspct, Not-in-family, Black, Female,0,0,40, United-States, <=50K -31, Private,203463, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Female,99999,0,40, United-States, >50K -35, Private,77792, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -58, Self-emp-inc,120384, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -20, Private,257470, Some-college,10, Never-married, Sales, Own-child, Black, Female,0,0,20, United-States, <=50K -38, Private,171482, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1672,50, United-States, <=50K -29, Private,162298, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, >50K -21, Private,170273, Some-college,10, Never-married, Prof-specialty, Own-child, Black, Female,0,0,40, United-States, <=50K -27, Private,384774, 7th-8th,4, Divorced, Tech-support, Not-in-family, White, Female,0,0,50, United-States, <=50K -48, State-gov,120131, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -34, Private,159442, HS-grad,9, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,37, Ireland, >50K -33, Private,303942, 9th,5, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,33436, HS-grad,9, Never-married, Sales, Unmarried, White, Female,0,0,42, United-States, <=50K -45, Private,193407, Assoc-voc,11, Divorced, Sales, Not-in-family, White, Female,0,0,44, United-States, <=50K -22, Private,51985, Some-college,10, Never-married, Other-service, Own-child, White, Male,1055,0,15, United-States, <=50K -31, Local-gov,127651, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,152246, Some-college,10, Never-married, Handlers-cleaners, Own-child, Asian-Pac-Islander, Male,0,0,40, Outlying-US(Guam-USVI-etc), <=50K -59, Private,124137, HS-grad,9, Divorced, Sales, Not-in-family, White, Male,2202,0,40, United-States, <=50K -18,,209735, Some-college,10, Never-married,, Own-child, White, Female,0,0,30, United-States, <=50K -18, Private,241552, 11th,7, Never-married, Other-service, Own-child, White, Female,0,1719,20, United-States, <=50K -42, Private,174295, 7th-8th,4, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,99, United-States, <=50K -42, Self-emp-not-inc,165815, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,52, United-States, >50K -26, Local-gov,566066, Bachelors,13, Never-married, Protective-serv, Unmarried, Black, Female,0,0,40, United-States, <=50K -18,,269373, 12th,8, Never-married,, Own-child, White, Female,0,0,20, United-States, <=50K -20, Private,143604, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -18, Local-gov,294605, Some-college,10, Never-married, Exec-managerial, Own-child, White, Male,0,0,12, United-States, <=50K -44, Private,122381, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -76, Local-gov,104443, HS-grad,9, Widowed, Other-service, Not-in-family, White, Female,0,1668,40, United-States, <=50K -34, Private,208116, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Female,0,0,25, United-States, <=50K -60, Self-emp-inc,328011, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,20, United-States, <=50K -19, Private,375079, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,35, United-States, <=50K -35, Private,210945, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,7298,0,38, United-States, >50K -26, Private,169100, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -41, Private,30126, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,45, United-States, >50K -29, Private,165737, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Asian-Pac-Islander, Male,0,0,1, Japan, <=50K -24, Private,200295, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,35, United-States, <=50K -39, Private,553588, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1848,40, United-States, >50K -58, Local-gov,164970, HS-grad,9, Divorced, Adm-clerical, Not-in-family, Black, Male,0,0,40, United-States, <=50K -40, Private,199031, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Mexico, <=50K -29, Private,187750, Assoc-acdm,12, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -44, Self-emp-not-inc,89413, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -27, Private,188171, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -52, Self-emp-inc,392502, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -40, Federal-gov,73883, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -59, Self-emp-inc,76860, 5th-6th,3, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,99999,0,40, China, >50K -19, Private,376683, HS-grad,9, Never-married, Sales, Own-child, Black, Female,0,0,35, United-States, <=50K -23, Private,189013, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,37, United-States, <=50K -32, Private,190385, Assoc-voc,11, Divorced, Adm-clerical, Unmarried, White, Female,0,0,35, United-States, <=50K -34, Private,154874, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -62, Private,175032, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,42, United-States, <=50K -68, Self-emp-not-inc,338432, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -64, Private,30725, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -33, Local-gov,319280, Some-college,10, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -64, Private,280957, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,20, United-States, <=50K -42, Private,256813, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, >50K -60, Private,276213, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -35, Private,161496, Some-college,10, Divorced, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -33, Private,399531, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -74, Self-emp-not-inc,168951, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,14, United-States, <=50K -38, Self-emp-not-inc,108140, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,30, United-States, <=50K -43, Private,358677, Assoc-voc,11, Divorced, Craft-repair, Not-in-family, Black, Male,0,0,40, United-States, <=50K -36, Local-gov,127424, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,50,, >50K -45, Self-emp-not-inc,163559, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, Asian-Pac-Islander, Female,0,0,48,, <=50K -45, Self-emp-not-inc,390746, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -28, Private,187981, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -48, Private,187715, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1848,46, United-States, >50K -25, Private,192449, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -42, State-gov,381581, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -22, State-gov,211049, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,12, United-States, <=50K -43, Private,214242, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Poland, <=50K -35, Private,190759, 11th,7, Separated, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -42, Self-emp-not-inc,209301, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -56, Self-emp-not-inc,118614, Masters,14, Separated, Sales, Unmarried, White, Female,0,0,36, United-States, <=50K -22, Private,124971, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,30, United-States, <=50K -29, Private,198704, Assoc-voc,11, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -38, Local-gov,32587, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Amer-Indian-Eskimo, Male,0,0,50, United-States, >50K -51, Local-gov,227261, Some-college,10, Divorced, Protective-serv, Unmarried, Black, Female,0,0,40, United-States, <=50K -35, Private,250988, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -42, State-gov,147206, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -21, Private,25265, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,18, United-States, <=50K -54, Local-gov,188446, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -19, Private,206017, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,15, United-States, <=50K -36, Local-gov,287821, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -62, Federal-gov,223163, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, >50K -52, Private,38973, 10th,6, Widowed, Sales, Unmarried, Black, Female,0,0,40, United-States, <=50K -45, Private,370274, 12th,8, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -64, Private,271559, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,30, Columbia, <=50K -66, Private,171331, Some-college,10, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, >50K -53, Private,201127, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,64874, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -37, Private,202683, Some-college,10, Never-married, Tech-support, Not-in-family, White, Male,0,0,35, United-States, <=50K -17, Self-emp-not-inc,103851, 11th,7, Never-married, Prof-specialty, Own-child, White, Female,0,0,4, United-States, <=50K -34, Private,196266, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -28, Private,303601, 12th,8, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,43150, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -18,,193889, Some-college,10, Never-married,, Own-child, White, Female,0,0,20,, <=50K -28, Private,177036, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,15, United-States, <=50K -32, Self-emp-not-inc,135304, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,3942,0,32, United-States, <=50K -17, Private,25982, 12th,8, Never-married, Other-service, Own-child, White, Female,0,0,30, United-States, <=50K -51, State-gov,103063, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,7298,0,40, United-States, >50K -41, Private,328239, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -58, Private,142724, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,43, United-States, <=50K -31, Private,198452, Some-college,10, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,18, United-States, <=50K -28, Private,285897, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,34568, HS-grad,9, Never-married, Craft-repair, Unmarried, White, Male,0,0,50, United-States, <=50K -44, Self-emp-not-inc,136986, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,50, United-States, >50K -31, Self-emp-not-inc,404062, 10th,6, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,55, Portugal, >50K -39, Private,80479, Bachelors,13, Divorced, Transport-moving, Not-in-family, White, Male,0,0,55, United-States, <=50K -30, Private,433325, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Mexico, <=50K -56, Self-emp-not-inc,368797, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -41, Private,157473, Masters,14, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,50, United-States, >50K -24, Private,193130, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -33, Private,91667, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,44, United-States, <=50K -36, Private,153078, Masters,14, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,15024,0,40, Hong, >50K -31, Private,179673, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -39, Private,236648, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,1848,42, United-States, >50K -41, Private,77357, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,45, United-States, <=50K -19, Private,267796, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,30, United-States, <=50K -57, Private,335276, Assoc-acdm,12, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,35, United-States, <=50K -35, Private,189102, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -34, Self-emp-not-inc,203051, HS-grad,9, Married-spouse-absent, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, >50K -38, Private,167440, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,186087, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, >50K -25, Private,334267, HS-grad,9, Never-married, Craft-repair, Other-relative, White, Male,0,0,45, United-States, <=50K -49, Private,172246, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -34, Local-gov,117963, Bachelors,13, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -22,,374116, HS-grad,9, Never-married,, Not-in-family, White, Female,0,0,36, United-States, <=50K -60, Private,304074, Some-college,10, Widowed, Transport-moving, Not-in-family, White, Male,0,0,28, United-States, <=50K -35, Private,212195, HS-grad,9, Married-civ-spouse, Tech-support, Wife, White, Female,0,0,35, United-States, >50K -42, Self-emp-not-inc,52781, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -61, Local-gov,176671, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,30, United-States, <=50K -24, Private,175778, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -26, Private,340126, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,50, United-States, <=50K -64, Private,237581, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,48, Mexico, >50K -47, Local-gov,246891, Masters,14, Divorced, Prof-specialty, Unmarried, White, Male,0,0,45, United-States, >50K -23, Private,181659, 11th,7, Never-married, Craft-repair, Own-child, White, Male,0,0,60, United-States, <=50K -34, Private,209900, Some-college,10, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,15, United-States, <=50K -47, Private,151826, 10th,6, Divorced, Tech-support, Unmarried, Black, Female,0,0,38, United-States, <=50K -43, Self-emp-inc,210013, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, >50K -47, Self-emp-inc,120131, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -57, Private,366421, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, Mexico, <=50K -19, Private,137578, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,10, United-States, <=50K -36, Private,89625, 10th,6, Separated, Sales, Own-child, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -72, Self-emp-not-inc,298945, Bachelors,13, Widowed, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, >50K -34, Local-gov,108247, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -31, Private,103642, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, >50K -25,,181528, HS-grad,9, Married-civ-spouse,, Wife, White, Female,0,0,25, United-States, <=50K -23, Private,131699, Some-college,10, Never-married, Sales, Own-child, Black, Female,0,0,14, United-States, <=50K -18, Private,154089, 11th,7, Never-married, Sales, Unmarried, White, Male,0,0,20, United-States, <=50K -41, Private,247081, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -45, Private,276839, Some-college,10, Married-spouse-absent, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -37, Private,166115, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, >50K -27, Private,192936, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,30, United-States, <=50K -50, Private,247425, HS-grad,9, Divorced, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -41, Self-emp-not-inc,198196, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,50, United-States, >50K -20, Private,260254, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -60, Private,176360, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -21,,214731, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -23, Private,107564, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,24, United-States, <=50K -32, Private,29312, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -62, Private,190610, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -40, Private,296858, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,5178,0,40, United-States, >50K -42, Private,294431, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -34, Private,259818, HS-grad,9, Divorced, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -37, Local-gov,161111, HS-grad,9, Married-spouse-absent, Other-service, Unmarried, White, Female,0,0,10, United-States, <=50K -42,,85995, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,52, United-States, <=50K -18, Private,108501, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,25, United-States, <=50K -27, Private,135296, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -27, Federal-gov,491607, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,32, United-States, <=50K -61, Self-emp-not-inc,170278, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,30, Philippines, <=50K -41, Private,309932, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -46, Local-gov,117310, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,21, United-States, >50K -46, Private,234289, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -45, Federal-gov,199925, Assoc-voc,11, Never-married, Adm-clerical, Unmarried, White, Male,0,0,48, United-States, <=50K -70, Local-gov,31540, HS-grad,9, Widowed, Other-service, Not-in-family, White, Female,0,0,20, United-States, <=50K -46, Private,202606, HS-grad,9, Separated, Other-service, Not-in-family, Black, Female,0,0,30, Haiti, <=50K -20, Private,239577, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -36, Private,110013, Masters,14, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Local-gov,230054, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,203558, Some-college,10, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -51, Self-emp-not-inc,222883, Bachelors,13, Married-civ-spouse, Sales, Husband, Black, Male,0,0,55, United-States, <=50K -39, Private,61518, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -45, Private,246891, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,40, United-States, >50K -51, Private,194995, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -52, Private,207025, HS-grad,9, Divorced, Priv-house-serv, Unmarried, Black, Female,0,0,24, United-States, <=50K -39, Self-emp-inc,128715, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -30, Private,180168, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,38, United-States, <=50K -44, Self-emp-not-inc,270495, Some-college,10, Married-civ-spouse, Other-service, Wife, White, Female,0,0,50, United-States, <=50K -44, Private,191196, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,35, United-States, >50K -28, State-gov,624572, HS-grad,9, Never-married, Adm-clerical, Own-child, Black, Female,0,0,40, United-States, <=50K -43, Private,488706, 1st-4th,2, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,45, Mexico, <=50K -43, Self-emp-not-inc,52131, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,50, United-States, >50K -38, Private,134635, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -41, Private,197033, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,35, United-States, <=50K -36, Private,112576, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -32, Private,134737, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,42, United-States, <=50K -45, Private,154237, HS-grad,9, Divorced, Handlers-cleaners, Unmarried, Black, Female,0,0,40, United-States, <=50K -30, Private,103200, Masters,14, Married-spouse-absent, Prof-specialty, Not-in-family, Asian-Pac-Islander, Female,0,0,40, Taiwan, <=50K -25, Private,179599, 9th,5, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,38, United-States, <=50K -57,,274900, 7th-8th,4, Married-civ-spouse,, Other-relative, White, Male,0,0,45, Dominican-Republic, <=50K -21, Private,138580, 12th,8, Never-married, Machine-op-inspct, Not-in-family, Black, Female,0,0,40, United-States, <=50K -43, Local-gov,187034, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -19, Private,263568, 10th,6, Never-married, Handlers-cleaners, Own-child, White, Male,594,0,35, United-States, <=50K -21, Private,142332, 12th,8, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,25, United-States, <=50K -40, Private,174090, Assoc-voc,11, Never-married, Sales, Unmarried, White, Female,4687,0,50, United-States, >50K -38, Federal-gov,103323, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,55, United-States, >50K -24, Private,108670, Assoc-voc,11, Never-married, Other-service, Unmarried, White, Female,0,0,32, United-States, <=50K -18,,326640, HS-grad,9, Never-married,, Own-child, White, Female,0,0,20, United-States, <=50K -54, Private,99185, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -29, Private,365328, Some-college,10, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, United-States, <=50K -19, Federal-gov,53220, Some-college,10, Never-married, Adm-clerical, Own-child, Black, Female,0,1602,20, United-States, <=50K -22, Private,369084, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -48, Federal-gov,55377, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,55, Jamaica, >50K -64, Private,271094, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,20, United-States, <=50K -27, Private,165014, Some-college,10, Married-civ-spouse, Sales, Own-child, Other, Female,0,0,11, Mexico, <=50K -40, Local-gov,284086, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,40, United-States, >50K -47, Federal-gov,186256, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,40, United-States, >50K -19, Private,84250, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,22, United-States, <=50K -39, Private,189404, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -34, Private,152667, 12th,8, Never-married, Other-service, Not-in-family, White, Male,0,0,25, United-States, <=50K -36, Private,239755, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -44, Private,271756, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,40, United-States, >50K -23, Private,332657, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,25, United-States, <=50K -36, Private,141029, HS-grad,9, Separated, Craft-repair, Unmarried, White, Female,0,0,40, United-States, <=50K -27, Private,41281, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,65, United-States, <=50K -41, Federal-gov,27444, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -20, Private,267945, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,15, United-States, <=50K -30, Private,177675, HS-grad,9, Never-married, Machine-op-inspct, Other-relative, White, Male,0,0,40, United-States, <=50K -20, Private,135716, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,44, United-States, <=50K -40, Private,91355, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Female,0,0,40, United-States, <=50K -47, Self-emp-not-inc,53292, Assoc-acdm,12, Widowed, Prof-specialty, Unmarried, White, Female,0,0,35, United-States, <=50K -51, Private,256466, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, Asian-Pac-Islander, Male,0,0,50, Philippines, <=50K -40, Private,126701, Assoc-voc,11, Divorced, Sales, Not-in-family, White, Male,13550,0,50, United-States, >50K -25, Private,64671, 1st-4th,2, Never-married, Other-service, Not-in-family, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -50, Without-pay,123004, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Own-child, White, Female,0,1887,40, United-States, >50K -26, Private,167350, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -62, State-gov,160062, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,44, United-States, <=50K -34, Private,35683, Some-college,10, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -28, Private,146565, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,35, United-States, <=50K -37, Self-emp-not-inc,168166, Some-college,10, Divorced, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -34, Private,117779, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,2977,0,65, United-States, <=50K -58, Local-gov,310085, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, >50K -26, Private,262413, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Female,0,0,40, Italy, <=50K -56, Private,152874, Bachelors,13, Divorced, Prof-specialty, Unmarried, Black, Female,0,1741,40, United-States, <=50K -29, Private,35314, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,20, United-States, <=50K -37, Private,32719, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,50, United-States, >50K -37, Private,224566, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,190290, Some-college,10, Never-married, Transport-moving, Own-child, White, Male,0,1602,40, United-States, <=50K -26, Private,331806, HS-grad,9, Never-married, Transport-moving, Not-in-family, Black, Male,0,0,37, United-States, <=50K -45, Self-emp-inc,328610, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -20, Private,221533, 11th,7, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Private,350169, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,38, Japan, <=50K -29, Private,125131, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,40, United-States, >50K -71,,158437, 5th-6th,3, Married-civ-spouse,, Husband, White, Male,0,0,40, Hungary, <=50K -37, Private,180714, HS-grad,9, Never-married, Other-service, Unmarried, Black, Male,0,0,48, United-States, <=50K -40, Private,284086, 9th,5, Divorced, Transport-moving, Not-in-family, White, Male,0,0,30, United-States, <=50K -33, Private,119422, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -22,,327060, HS-grad,9, Never-married,, Unmarried, Black, Male,0,0,8, United-States, <=50K -32, Private,171813, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -39, Local-gov,20308, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -17,,45037, 10th,6, Never-married,, Own-child, White, Female,0,0,25, United-States, <=50K -53, Private,139157, 5th-6th,3, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,228931, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,7298,0,40, United-States, >50K -60, Private,220729, 7th-8th,4, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -43, Self-emp-not-inc,147230, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -29, Private,79586, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Amer-Indian-Eskimo, Male,0,0,65, United-States, <=50K -40, Self-emp-inc,279914, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,2415,40, United-States, >50K -62, Private,142769, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,226525, 10th,6, Divorced, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -18, Private,178759, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,15, United-States, <=50K -49, Private,106705, Some-college,10, Separated, Sales, Unmarried, White, Female,0,0,36, United-States, <=50K -57, Private,194161, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,42, Italy, >50K -37, Private,225385, HS-grad,9, Divorced, Machine-op-inspct, Own-child, White, Female,0,0,40, United-States, <=50K -66, Self-emp-not-inc,331960, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,20, United-States, <=50K -50, Private,156877, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,35, United-States, <=50K -24, Private,271354, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,33117, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -38, Private,212437, Assoc-acdm,12, Never-married, Other-service, Unmarried, Black, Female,0,0,30, United-States, <=50K -37, Private,121228, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, White, Male,0,1726,50, United-States, <=50K -62, Self-emp-not-inc,142139, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,30, United-States, <=50K -54, Private,165001, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,48, United-States, >50K -56, Local-gov,294623, 5th-6th,3, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -24, Local-gov,244413, HS-grad,9, Never-married, Adm-clerical, Own-child, Black, Male,0,0,35, Dominican-Republic, <=50K -29, Private,146014, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -53, Self-emp-not-inc,197014, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,35, United-States, <=50K -56, Self-emp-not-inc,169528, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -60,,162397, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,2, United-States, <=50K -38, Self-emp-not-inc,154641, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -52, Private,251585, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,55, United-States, <=50K -28, Private,46322, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,38, United-States, <=50K -46, Local-gov,197042, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,50, United-States, <=50K -43, Private,111829, Assoc-voc,11, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -24, Local-gov,229005, Some-college,10, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -64, Private,298546, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,70, United-States, <=50K -43, Federal-gov,111483, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,3103,0,40, United-States, >50K -64, Private,104973, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,45, United-States, >50K -40, Private,383300, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,135162, 1st-4th,2, Married-spouse-absent, Adm-clerical, Not-in-family, White, Male,0,0,40,, <=50K -36, Private,87520, HS-grad,9, Married-civ-spouse, Other-service, Other-relative, White, Female,0,0,40, United-States, <=50K -19, Private,183258, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -19, Private,206546, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,24, United-States, <=50K -55, Private,199212, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,5178,0,40, United-States, >50K -41, Local-gov,207685, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,61, United-States, >50K -36, Private,213277, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -23, Private,129980, Some-college,10, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,40, United-States, <=50K -28, Private,118089, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,4386,0,45, United-States, >50K -34, Self-emp-not-inc,236391, 11th,7, Married-civ-spouse, Sales, Wife, White, Female,0,0,30, United-States, <=50K -49, Private,209057, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -47, Private,98044, Preschool,1, Never-married, Other-service, Not-in-family, White, Male,0,0,25, El-Salvador, <=50K -21, Private,154192, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,48268, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -17, Private,158762, 10th,6, Never-married, Adm-clerical, Own-child, White, Female,0,0,16, United-States, <=50K -22, Private,87569, Assoc-voc,11, Never-married, Other-service, Not-in-family, White, Female,0,1762,40, United-States, <=50K -33,,274800, HS-grad,9, Separated,, Own-child, Black, Female,0,0,40, United-States, <=50K -42, Local-gov,230684, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1579,40, United-States, <=50K -52, Private,155496, HS-grad,9, Never-married, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -37, Private,22494, Some-college,10, Married-spouse-absent, Exec-managerial, Unmarried, White, Female,0,0,41, United-States, <=50K -42, Private,200610, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1740,60, United-States, <=50K -48, State-gov,54985, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -46, Private,207807, 10th,6, Married-civ-spouse, Machine-op-inspct, Wife, Black, Female,0,0,30, United-States, <=50K -18, Private,294263, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,9, United-States, <=50K -23, Private,204226, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -90, Local-gov,188242, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,11678,0,40, United-States, >50K -47, Private,20956, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -40, Private,55567, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -23, State-gov,251325, Some-college,10, Never-married, Sales, Not-in-family, Asian-Pac-Islander, Female,0,0,8,, <=50K -33, Self-emp-not-inc,75417, HS-grad,9, Separated, Other-service, Unmarried, White, Female,0,0,8, United-States, <=50K -36, Local-gov,185556, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,35, United-States, >50K -38, Private,96732, 9th,5, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, Mexico, <=50K -31, Private,323985, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, >50K -52, Federal-gov,198186, 10th,6, Separated, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -21, Private,147884, Some-college,10, Married-civ-spouse, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -35, Private,285000, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,45, United-States, <=50K -54, Private,91882, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,43, United-States, <=50K -37, Private,196434, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -52, Private,191968, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -42, Private,222756, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Male,7430,0,40, United-States, >50K -34, Private,66384, Some-college,10, Never-married, Prof-specialty, Own-child, White, Male,0,0,35, United-States, <=50K -46, Private,165937, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -56, Private,243076, Some-college,10, Never-married, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -36, Self-emp-not-inc,193026, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,60, United-States, <=50K -39, State-gov,126894, Doctorate,16, Never-married, Prof-specialty, Not-in-family, Black, Female,0,0,30, United-States, <=50K -24, Private,214399, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,55, United-States, <=50K -70,,98979, Some-college,10, Married-civ-spouse,, Husband, Black, Male,0,0,20, United-States, >50K -29, Private,191177, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,18, United-States, <=50K -27, Private,420351, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,45, United-States, <=50K -53, Private,159849, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,35, United-States, <=50K -36, Private,128392, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,4787,0,40, United-States, >50K -27, Private,130492, 11th,7, Divorced, Craft-repair, Unmarried, Other, Male,0,0,35, United-States, <=50K -48, Private,59380, Some-college,10, Never-married, Prof-specialty, Unmarried, White, Female,0,0,45, United-States, <=50K -59, Local-gov,130532, Bachelors,13, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,45, United-States, <=50K -29, Private,535740, HS-grad,9, Never-married, Craft-repair, Unmarried, Black, Male,0,0,40, United-States, <=50K -21, Private,186452, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,35, United-States, <=50K -29, Private,276418, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, Black, Female,0,2051,32, United-States, <=50K -19,,383715, Some-college,10, Never-married,, Not-in-family, White, Female,0,0,25, United-States, <=50K -32, Private,418617, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,55, El-Salvador, <=50K -23, Private,607118, HS-grad,9, Never-married, Other-service, Own-child, Black, Male,0,0,36, United-States, <=50K -42, Self-emp-inc,230592, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -68, Local-gov,212932, 10th,6, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,20, United-States, <=50K -51, Self-emp-not-inc,321865, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,99, United-States, <=50K -36, Private,240755, 9th,5, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,60, United-States, <=50K -25, Private,167571, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,25, United-States, <=50K -70, Self-emp-not-inc,165586, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -29, Self-emp-not-inc,132267, Assoc-acdm,12, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,60, United-States, <=50K -53, Private,308082, Preschool,1, Never-married, Other-service, Not-in-family, White, Female,0,0,15, El-Salvador, <=50K -31, Self-emp-not-inc,402812, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,7298,0,45, United-States, >50K -25, Local-gov,136357, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -17, Private,117549, 11th,7, Never-married, Sales, Own-child, Black, Female,0,0,35, United-States, <=50K -41, Private,482677, 10th,6, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,30, United-States, <=50K -72, Self-emp-not-inc,112658, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,2653,0,42, United-States, <=50K -34, Private,120461, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -48, Private,83444, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,7298,0,55, United-States, >50K -34, Private,93699, HS-grad,9, Separated, Sales, Unmarried, White, Female,0,0,50, United-States, <=50K -45, Private,174794, Some-college,10, Divorced, Priv-house-serv, Not-in-family, White, Female,0,0,29, United-States, <=50K -22, Private,157332, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,35, United-States, <=50K -20, Private,420973, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -30, Private,176471, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,38, United-States, <=50K -31, Private,113708, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -21, State-gov,82497, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -32, Private,169512, Bachelors,13, Married-civ-spouse, Sales, Husband, Black, Male,0,0,60, United-States, >50K -44, Private,157765, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -48, Private,277946, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -21,,195808, 11th,7, Never-married,, Own-child, White, Male,0,0,15, United-States, <=50K -50, Private,57852, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, >50K -46, Private,99699, Bachelors,13, Separated, Prof-specialty, Not-in-family, Black, Female,0,1876,40, United-States, <=50K -32, Private,296466, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -44, Self-emp-inc,248476, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -43, Private,409902, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Female,0,0,96, United-States, <=50K -19,,187161, HS-grad,9, Married-civ-spouse,, Own-child, White, Female,0,0,20, United-States, <=50K -36, Local-gov,220237, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,1977,40, United-States, >50K -21, Private,303187, Some-college,10, Never-married, Handlers-cleaners, Own-child, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -38, Private,285890, Bachelors,13, Married-civ-spouse, Tech-support, Husband, Black, Male,0,0,55, United-States, >50K -38, Self-emp-inc,63322, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,60, United-States, <=50K -56, Self-emp-not-inc,159937, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, Amer-Indian-Eskimo, Male,0,0,30, United-States, >50K -28, Private,208725, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -41, Private,325159, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,50, United-States, <=50K -56, Private,89698, HS-grad,9, Widowed, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -32, Private,399088, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,45, United-States, <=50K -35, Private,134922, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,50, United-States, <=50K -22, Private,245866, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -37, Private,406328, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,50, United-States, >50K -72, Self-emp-not-inc,203523, Prof-school,15, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,10, United-States, <=50K -30, Private,272432, HS-grad,9, Never-married, Tech-support, Unmarried, White, Female,0,0,40, United-States, <=50K -30, State-gov,182271, HS-grad,9, Divorced, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, <=50K -50, Private,193746, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -49, Self-emp-not-inc,203505, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,30, United-States, <=50K -41, Private,118484, Some-college,10, Separated, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -25, Private,391591, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -29, Private,30069, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,50, United-States, <=50K -38, Private,179731, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,52, United-States, <=50K -34, Private,128016, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Female,2202,0,40, United-States, <=50K -38, Private,139473, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -26, State-gov,130302, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,250630, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -24, Local-gov,115222, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,10520,0,40, United-States, >50K -19, Private,198700, Some-college,10, Never-married, Machine-op-inspct, Own-child, Black, Male,0,0,20, United-States, <=50K -23, Private,394191, HS-grad,9, Never-married, Craft-repair, Other-relative, White, Male,0,0,40, United-States, <=50K -78, Private,163140, HS-grad,9, Widowed, Other-service, Not-in-family, White, Female,0,0,12, United-States, <=50K -26, Private,243786, Bachelors,13, Never-married, Other-service, Not-in-family, White, Female,0,0,38, United-States, <=50K -42, State-gov,248406, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,38, United-States, >50K -20,,33860, Some-college,10, Never-married,, Not-in-family, Amer-Indian-Eskimo, Female,0,0,28, United-States, <=50K -45, Private,138342, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,84, United-States, <=50K -41, Private,115254, Some-college,10, Divorced, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -55, Private,173504, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,50, United-States, >50K -17, Private,89259, 11th,7, Never-married, Adm-clerical, Own-child, White, Female,0,0,15, United-States, <=50K -30, State-gov,152940, Masters,14, Never-married, Prof-specialty, Unmarried, White, Male,0,0,40, United-States, <=50K -27, Private,58124, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Black, Female,0,0,40, United-States, <=50K -40, Private,201908, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -39, Private,156780, HS-grad,9, Married-spouse-absent, Other-service, Other-relative, Asian-Pac-Islander, Female,0,0,40,, <=50K -26, Private,152924, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -31, Private,115963, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,375313, Some-college,10, Never-married, Craft-repair, Not-in-family, Asian-Pac-Islander, Male,0,0,45, Philippines, <=50K -46, Local-gov,126754, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -35, State-gov,223725, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,65, United-States, <=50K -38, Private,298871, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Asian-Pac-Islander, Male,0,0,40, China, <=50K -25, Local-gov,306352, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,1902,40, Mexico, >50K -45, Private,166879, 11th,7, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -22,,125040, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -27, Self-emp-not-inc,198493, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -44, Private,86298, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,45, United-States, <=50K -40, Private,249039, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -27, Private,217200, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Private,145139, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,45, United-States, <=50K -24, Local-gov,146343, HS-grad,9, Never-married, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Private,102976, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -50, Local-gov,24013, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -54, Private,162745, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, >50K -55, Private,128045, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -43, Private,245937, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,65, United-States, <=50K -34, Private,426431, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, United-States, >50K -41, Private,409902, 10th,6, Separated, Other-service, Unmarried, Black, Female,0,0,33, United-States, <=50K -43, Private,580591, 1st-4th,2, Married-spouse-absent, Farming-fishing, Not-in-family, White, Male,0,0,28, Mexico, <=50K -76, Self-emp-not-inc,130585, Some-college,10, Married-civ-spouse, Other-service, Wife, White, Female,0,0,12, United-States, <=50K -24, Private,201145, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,65, United-States, <=50K -51, Private,196107, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -55, Private,178353, 9th,5, Divorced, Machine-op-inspct, Not-in-family, White, Male,10520,0,60, United-States, >50K -23, Private,195508, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,20, United-States, <=50K -23, Private,224716, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,35, United-States, <=50K -18,,280901, HS-grad,9, Never-married,, Own-child, White, Female,0,0,15, United-States, <=50K -43, Private,169076, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, <=50K -39, Private,141584, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,50, United-States, <=50K -57, Self-emp-not-inc,253267, 5th-6th,3, Separated, Other-service, Unmarried, White, Female,0,0,35, Cuba, <=50K -27, Private,203776, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -54, Local-gov,449172, Bachelors,13, Divorced, Exec-managerial, Not-in-family, Black, Male,0,0,40, United-States, <=50K -37, Private,174329, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -44, Private,91674, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -62, Private,202958, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,205680, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -29, Private,193932, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -26, Private,177635, 12th,8, Married-spouse-absent, Transport-moving, Unmarried, White, Male,0,0,40, Mexico, <=50K -65,,180422, Assoc-acdm,12, Never-married,, Not-in-family, White, Male,6723,0,38, United-States, <=50K -18, Private,231335, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -46, Private,141058, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,7298,0,40, United-States, >50K -20, Federal-gov,114365, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -23, Local-gov,212856, Assoc-acdm,12, Never-married, Protective-serv, Own-child, Black, Female,0,0,35, United-States, <=50K -23, Private,64292, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -58, Self-emp-not-inc,96609, Some-college,10, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -40,,438427, Assoc-acdm,12, Separated,, Unmarried, Black, Female,0,0,55, United-States, <=50K -62,,144026, HS-grad,9, Married-civ-spouse,, Wife, White, Female,0,0,40, United-States, <=50K -21, Private,105997, HS-grad,9, Never-married, Other-service, Other-relative, White, Female,0,0,20, United-States, <=50K -47, Local-gov,154430, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -19, Private,162954, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,30, United-States, <=50K -21, Private,94826, 5th-6th,3, Never-married, Craft-repair, Own-child, White, Male,0,0,40, Guatemala, <=50K -27, Private,54897, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -38, Self-emp-not-inc,135020, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,60, United-States, <=50K -40, Self-emp-not-inc,367819, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,40, United-States, >50K -22, Private,225531, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,2205,40, United-States, <=50K -49, Private,165937, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,131230, Some-college,10, Never-married, Tech-support, Own-child, White, Male,0,0,30, United-States, <=50K -38, Private,95647, HS-grad,9, Never-married, Adm-clerical, Own-child, Asian-Pac-Islander, Male,0,0,30, United-States, <=50K -66, Private,115880, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,10605,0,40, United-States, >50K -37, Private,262278, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, Black, Male,15024,0,45, United-States, >50K -38, Private,126755, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, <=50K -47, Local-gov,150211, Doctorate,16, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -47, Private,188694, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,45, United-States, >50K -53, Self-emp-inc,59840, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -36, Private,144752, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Amer-Indian-Eskimo, Male,0,0,48, United-States, <=50K -63, Private,192042, HS-grad,9, Married-civ-spouse, Exec-managerial, Own-child, Black, Female,0,0,40, United-States, <=50K -46, Private,230806, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -28, Private,364946, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -40, Private,133986, 10th,6, Separated, Transport-moving, Unmarried, White, Female,0,0,70, United-States, <=50K -21,,201418, Some-college,10, Never-married,, Own-child, White, Male,0,0,30, United-States, <=50K -31, Private,236543, 5th-6th,3, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, Mexico, <=50K -45, Private,238386, Assoc-voc,11, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -50, Local-gov,96062, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,70, United-States, >50K -41, Private,202565, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -46, Private,194063, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -62, Self-emp-not-inc,243733, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,7298,0,70, United-States, >50K -20, Private,403519, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,1719,33, United-States, <=50K -48, State-gov,104353, HS-grad,9, Married-civ-spouse, Craft-repair, Wife, Black, Female,0,0,40, United-States, >50K -23, Private,239539, HS-grad,9, Never-married, Machine-op-inspct, Own-child, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -36, Private,104089, Assoc-voc,11, Never-married, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -33, Local-gov,93585, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -43, Private,139277, HS-grad,9, Widowed, Craft-repair, Unmarried, White, Female,0,0,40, Italy, <=50K -22, Private,124971, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,45, United-States, <=50K -50, Private,82566, Masters,14, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,45, United-States, >50K -22, Private,145964, Bachelors,13, Never-married, Sales, Own-child, White, Male,0,0,15, United-States, <=50K -32, Federal-gov,177855, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, >50K -18, Private,263656, 11th,7, Never-married, Sales, Own-child, Black, Male,0,0,25, United-States, <=50K -40, Private,199191, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,50, England, >50K -39, Private,212840, Bachelors,13, Divorced, Prof-specialty, Unmarried, Black, Female,0,0,40, United-States, <=50K -56, Private,191330, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -50, Self-emp-inc,193720, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,70, Greece, >50K -39, Self-emp-inc,172927, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,50, United-States, >50K -33, Private,51185, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,186145, Bachelors,13, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -45, Self-emp-not-inc,181307, Doctorate,16, Separated, Prof-specialty, Not-in-family, White, Male,0,1408,40, United-States, <=50K -20, Private,180052, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,22, United-States, <=50K -24,,61791, 9th,5, Married-civ-spouse,, Wife, White, Female,0,0,40, United-States, <=50K -44, Self-emp-not-inc,52505, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,99, United-States, <=50K -36, Private,48976, Bachelors,13, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, United-States, >50K -37, Private,281012, HS-grad,9, Married-civ-spouse, Craft-repair, Wife, Asian-Pac-Islander, Female,0,0,40, China, >50K -33, Private,156464, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -71, Local-gov,94358, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,6, United-States, <=50K -44, Federal-gov,296858, Masters,14, Married-civ-spouse, Armed-Forces, Husband, White, Male,0,0,40, United-States, >50K -46, Private,84790, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -43, Private,177054, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -38, Local-gov,131239, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -30, Federal-gov,49398, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -44, Private,27242, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Philippines, <=50K -41, Local-gov,113324, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,295591, Preschool,1, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,40, Mexico, <=50K -61, Private,48549, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,38, United-States, >50K -45, Local-gov,384627, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,2580,0,18, United-States, <=50K -25, Private,266062, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,65, United-States, <=50K -26, State-gov,208117, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,38, United-States, <=50K -23, Private,315476, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,30, United-States, <=50K -35, Private,20308, Some-college,10, Separated, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -60, Private,169204, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -35, Private,319831, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,60, United-States, <=50K -32, Private,80356, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,50, United-States, <=50K -26, Private,313473, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,30, United-States, <=50K -31, Private,209529, 11th,7, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, Puerto-Rico, <=50K -24, Private,214956, 11th,7, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,45, United-States, <=50K -31, Private,557853, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,5013,0,32, United-States, <=50K -49, Private,78529, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -37, Private,446390, Some-college,10, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,40, United-States, >50K -43, Local-gov,256253, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, >50K -31, Private,61898, Some-college,10, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -34, Private,181152, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, Black, Female,0,0,35, United-States, <=50K -34, Private,90409, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -35, Self-emp-inc,237713, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -29, Private,176727, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,38, United-States, <=50K -26, Private,285367, Assoc-voc,11, Never-married, Adm-clerical, Own-child, White, Male,4416,0,28, United-States, <=50K -36, Private,135293, Masters,14, Separated, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, <=50K -39,,105044, HS-grad,9, Married-civ-spouse,, Husband, White, Male,7298,0,40, United-States, >50K -48, State-gov,98010, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,16, United-States, >50K -56, Private,162301, HS-grad,9, Widowed, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -65, Self-emp-inc,103824, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -28, Private,115677, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,7688,0,40, United-States, >50K -48, Local-gov,319079, Bachelors,13, Divorced, Adm-clerical, Unmarried, White, Female,0,0,30, United-States, <=50K -64, Private,134912, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,12, United-States, <=50K -31, Private,35985, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -44, Private,245317, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,35743, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -54, Private,231004, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,37, United-States, <=50K -51, Private,237295, Some-college,10, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Private,43311, 5th-6th,3, Married-civ-spouse, Other-service, Wife, White, Female,0,0,40, El-Salvador, <=50K -18, Private,154583, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,16, United-States, <=50K -64, Private,278515, HS-grad,9, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -26, Private,266062, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,60, United-States, <=50K -36, Self-emp-not-inc,172425, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,25, United-States, >50K -46, Self-emp-not-inc,102388, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -48, Private,195554, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,7298,0,40, United-States, >50K -32, Private,265368, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,1902,44, United-States, >50K -19, Private,100669, Assoc-voc,11, Never-married, Craft-repair, Own-child, Asian-Pac-Islander, Male,0,0,20, United-States, <=50K -45, Private,233511, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -42, Self-emp-inc,223566, Prof-school,15, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,15, United-States, <=50K -22, Private,95552, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -27, Private,159676, HS-grad,9, Divorced, Transport-moving, Other-relative, White, Male,0,0,40, United-States, <=50K -19,,80978, HS-grad,9, Never-married,, Own-child, White, Female,0,0,25, United-States, <=50K -48, Private,70584, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,153475, 11th,7, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -47, Self-emp-not-inc,104489, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -54, Private,146325, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -39, Self-emp-not-inc,246900, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -35, Private,187589, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -46, Self-emp-not-inc,65535, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -50, Private,38540, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -46, Private,191389, 5th-6th,3, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, Italy, <=50K -19, Private,231492, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,60, United-States, <=50K -32, Private,130007, 10th,6, Divorced, Sales, Own-child, White, Female,0,0,35, United-States, <=50K -64, Self-emp-inc,487751, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -33, Private,52240, Some-college,10, Never-married, Sales, Not-in-family, Black, Female,0,0,40, United-States, <=50K -65, Self-emp-not-inc,172906, Assoc-acdm,12, Widowed, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, >50K -47, Private,158685, 12th,8, Divorced, Other-service, Not-in-family, White, Female,0,0,48, United-States, <=50K -33, Private,307693, HS-grad,9, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,30, United-States, <=50K -40, Private,202922, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -61, Local-gov,119563, HS-grad,9, Married-spouse-absent, Other-service, Not-in-family, White, Female,0,0,25, United-States, <=50K -30, Private,161444, Assoc-voc,11, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,38, United-States, <=50K -27, Private,82242, Bachelors,13, Never-married, Exec-managerial, Other-relative, White, Male,0,0,45, Germany, <=50K -68, Private,357233, HS-grad,9, Widowed, Handlers-cleaners, Other-relative, White, Female,0,0,10, United-States, <=50K -31, Private,177596, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, Puerto-Rico, <=50K -27, Private,209085, HS-grad,9, Never-married, Sales, Other-relative, White, Male,0,0,45, United-States, <=50K -35, Private,241306, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -32, Private,19447, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, United-States, <=50K -48, Private,195104, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -22, Private,109456, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,32, United-States, <=50K -68, Private,34887, HS-grad,9, Widowed, Priv-house-serv, Not-in-family, White, Female,0,0,6, United-States, <=50K -55, Private,202435, Bachelors,13, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -49, Private,191821, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,32, United-States, <=50K -49, Self-emp-not-inc,228372, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,1977,60, United-States, >50K -37, Private,78374, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, Asian-Pac-Islander, Female,0,0,38, Japan, <=50K -58, Private,129786, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,410439, HS-grad,9, Divorced, Prof-specialty, Own-child, White, Male,0,0,20, United-States, <=50K -35, Self-emp-inc,152307, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1485,40, United-States, <=50K -42, Private,33895, Bachelors,13, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -20, Private,178390, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,30, United-States, <=50K -63, Private,114011, 11th,7, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -23, Private,157839, Assoc-acdm,12, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,35, United-States, <=50K -30, Federal-gov,97355, Some-college,10, Separated, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -40, Private,369781, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,15024,0,45, United-States, >50K -22, Private,225515, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, <=50K -21, Private,138513, Some-college,10, Never-married, Exec-managerial, Own-child, White, Male,0,0,25, United-States, <=50K -72, Self-emp-not-inc,138248, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,20, United-States, <=50K -28, Self-emp-not-inc,149141, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -36, Federal-gov,233955, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -40, Federal-gov,150533, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,1977,40, United-States, >50K -53, Private,233369, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -22, Private,188779, Some-college,10, Never-married, Sales, Own-child, Black, Female,0,0,16, United-States, <=50K -53, Private,287927, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,60, England, <=50K -20,,96483, Some-college,10, Never-married,, Own-child, Asian-Pac-Islander, Female,0,0,8, United-States, <=50K -39, Private,165215, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,15, Poland, <=50K -32, Private,107142, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,5013,0,50, United-States, <=50K -48, Private,82008, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -25, Private,116044, HS-grad,9, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -58, Private,160101, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,55, United-States, <=50K -41, Private,356934, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,45, United-States, >50K -36, Private,204527, HS-grad,9, Never-married, Craft-repair, Unmarried, White, Male,1506,0,40, United-States, <=50K -36, Private,276276, Some-college,10, Divorced, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -28, Private,110408, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -37, Private,187022, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Private,117528, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -50, Private,180439, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,33, United-States, <=50K -47, Private,185870, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -21, Private,290504, Some-college,10, Never-married, Other-service, Unmarried, White, Male,0,0,40, United-States, <=50K -49, Private,162264, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, Black, Male,0,0,40, United-States, <=50K -38, Private,253716, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -28, State-gov,190525, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -29, Private,283227, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -31, Private,375221, 11th,7, Never-married, Transport-moving, Not-in-family, Black, Male,0,0,35, United-States, <=50K -30, Private,194971, HS-grad,9, Married-civ-spouse, Other-service, Husband, Asian-Pac-Islander, Male,0,0,52, China, <=50K -30, Private,198091, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,44, United-States, <=50K -30, Private,224462, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -38, Private,198751, HS-grad,9, Divorced, Handlers-cleaners, Not-in-family, Asian-Pac-Islander, Male,0,0,40, Vietnam, <=50K -27, Private,221166, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -54, Local-gov,277777, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,3103,0,40, United-States, >50K -32, Local-gov,247156, HS-grad,9, Married-civ-spouse, Other-service, Husband, Black, Male,3103,0,38, United-States, >50K -23, Private,61777, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,2580,0,40, United-States, <=50K -62, Private,67928, 1st-4th,2, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, Mexico, <=50K -20, Private,204596, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,32, United-States, <=50K -23, Private,27881, Some-college,10, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,66, United-States, <=50K -48, Private,332884, Assoc-acdm,12, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -60, Private,178551, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,26, United-States, <=50K -22, Private,215917, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -56, Private,284701, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -63, Private,286990, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -73, Private,366204, 7th-8th,4, Widowed, Priv-house-serv, Unmarried, Black, Female,1264,0,10, United-States, <=50K -22, Private,163519, Bachelors,13, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -51, Private,123780, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -39, Private,108140, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -31, Federal-gov,469263, HS-grad,9, Divorced, Craft-repair, Unmarried, Black, Male,0,0,50, United-States, <=50K -52, Private,216558, Some-college,10, Separated, Craft-repair, Other-relative, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -46, Private,149218, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -32, Private,113453, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,24, United-States, >50K -46, Private,23545, HS-grad,9, Divorced, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, <=50K -46, Private,409443, 5th-6th,3, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,25, Mexico, <=50K -29, Local-gov,152744, Masters,14, Never-married, Prof-specialty, Other-relative, Asian-Pac-Islander, Female,1506,0,40, United-States, <=50K -33, Private,166543, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, <=50K -23, Private,224217, 11th,7, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40, Puerto-Rico, <=50K -41, State-gov,244522, HS-grad,9, Divorced, Protective-serv, Unmarried, White, Male,0,0,55, United-States, <=50K -50, Private,148121, Some-college,10, Widowed, Exec-managerial, Unmarried, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -69, Private,295425, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,24, United-States, <=50K -30, Self-emp-not-inc,255424, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, <=50K -21, Private,97214, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,35, United-States, <=50K -29, Local-gov,158703, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -43,,478972, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,50, United-States, <=50K -44, Private,180383, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,60, United-States, <=50K -33, Private,159123, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -51, Private,231230, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, <=50K -25, Private,134232, Bachelors,13, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -23, Private,90729, 11th,7, Never-married, Machine-op-inspct, Unmarried, Other, Male,0,0,40, United-States, <=50K -36, Private,275338, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, >50K -23, Private,410446, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -28, Private,120475, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,35, United-States, <=50K -39, Federal-gov,127048, Some-college,10, Never-married, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -60, State-gov,113544, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -34, Self-emp-inc,233727, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -62, Self-emp-not-inc,210064, Some-college,10, Widowed, Prof-specialty, Unmarried, White, Male,0,0,20, United-States, <=50K -53, Private,77462, Some-college,10, Separated, Prof-specialty, Not-in-family, White, Male,0,0,60, United-States, <=50K -25, Private,108001, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,45, United-States, <=50K -36, Private,379522, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,15024,0,40, United-States, >50K -29, State-gov,51461, Assoc-acdm,12, Never-married, Tech-support, Not-in-family, White, Male,0,0,45, United-States, <=50K -31, Private,147270, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,35, United-States, <=50K -44, Private,118212, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -49, Private,189792, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -58, Private,225623, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40,, <=50K -38, Private,248445, 5th-6th,3, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Mexico, <=50K -39, Private,218490, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,60, United-States, >50K -22,,379883, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -38, Self-emp-inc,312232, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, >50K -47, Private,234470, Assoc-acdm,12, Widowed, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -19, Private,389942, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -38, Private,79483, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,45, United-States, <=50K -39, Private,389279, Assoc-voc,11, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -50, Self-emp-not-inc,107581, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -38, Private,176458, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,35, United-States, <=50K -19, Private,70505, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,20, United-States, <=50K -51, Local-gov,259646, Masters,14, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -40, Private,235743, Assoc-acdm,12, Divorced, Exec-managerial, Unmarried, White, Male,0,0,45, United-States, <=50K -35, Private,177449, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,1887,52, United-States, >50K -28, Private,103432, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,45, Portugal, >50K -47, Private,347088, 5th-6th,3, Separated, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -51, Self-emp-not-inc,275924, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,99999,0,50, Mexico, >50K -34, Private,162113, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,48, United-States, >50K -17, Private,147497, 5th-6th,3, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -33, Self-emp-not-inc,37232, Assoc-voc,11, Divorced, Craft-repair, Not-in-family, White, Male,10520,0,80, United-States, >50K -33, Private,441949, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,24, United-States, <=50K -30, Private,285855, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -49, Private,103123, Bachelors,13, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, >50K -46, Private,207076, Masters,14, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,60, United-States, <=50K -38, Self-emp-not-inc,36270, HS-grad,9, Married-spouse-absent, Farming-fishing, Unmarried, White, Male,0,0,60, United-States, <=50K -43, Private,206927, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,15024,0,50, United-States, >50K -32, Private,236415, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -26, Private,108035, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -21, Private,225395, Some-college,10, Never-married, Prof-specialty, Own-child, White, Female,0,0,24, United-States, <=50K -28, State-gov,140239, HS-grad,9, Separated, Other-service, Own-child, White, Female,0,0,11, United-States, <=50K -36, Private,338033, Some-college,10, Divorced, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -55, Private,314164, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -56, Private,337065, 7th-8th,4, Divorced, Farming-fishing, Other-relative, White, Male,0,0,40, United-States, <=50K -33, State-gov,340899, Doctorate,16, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,45, United-States, >50K -49, Private,102096, 9th,5, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,3781,0,40, United-States, <=50K -47, Private,31141, Masters,14, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -62, Private,312818, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,1, United-States, >50K -42, Local-gov,270147, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -41, Private,97279, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -31, Private,247328, 5th-6th,3, Never-married, Transport-moving, Not-in-family, White, Male,0,0,30, El-Salvador, <=50K -48, Self-emp-not-inc,31267, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,3411,0,70, United-States, <=50K -32, Private,220066, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -19, Self-emp-not-inc,159269, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,53, Yugoslavia, <=50K -47, Private,155107, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -24, Local-gov,354351, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, >50K -18, Private,129053, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,28, United-States, <=50K -58, Private,255822, 7th-8th,4, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -49, Private,192323, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -31, Private,176244, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,35, United-States, <=50K -23, Private,223019, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -32, Private,243243, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,77, United-States, <=50K -22, State-gov,194630, Some-college,10, Never-married, Prof-specialty, Own-child, White, Male,0,0,10, United-States, <=50K -51, Self-emp-inc,98980, HS-grad,9, Married-spouse-absent, Exec-managerial, Not-in-family, White, Male,0,0,99, United-States, >50K -39, Private,223792, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,72, United-States, <=50K -31, Private,415706, 10th,6, Separated, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -38, Local-gov,68781, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -68, Self-emp-inc,113718, 11th,7, Married-civ-spouse, Sales, Husband, White, Male,0,1258,40, United-States, <=50K -37, Local-gov,152587, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -25, State-gov,120268, Some-college,10, Married-civ-spouse, Craft-repair, Own-child, White, Male,0,0,50, United-States, >50K -37, Private,52870, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -55, Local-gov,193895, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,38, United-States, <=50K -32, Private,239662, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,1579,36, United-States, <=50K -51, Local-gov,201040, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, Mexico, >50K -36, State-gov,25806, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,40, China, <=50K -46, Private,130667, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, <=50K -55, Private,141807, Doctorate,16, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -51, State-gov,108037, Doctorate,16, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -50, Local-gov,129311, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -47, Private,149218, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,65, United-States, <=50K -42, Private,337276, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -48, Local-gov,24366, Assoc-voc,11, Married-civ-spouse, Protective-serv, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -61,,149855, 7th-8th,4, Married-civ-spouse,, Husband, White, Male,0,2057,70, United-States, <=50K -35, Self-emp-inc,49020, Assoc-acdm,12, Never-married, Farming-fishing, Own-child, White, Male,0,0,35, United-States, <=50K -36, Private,165007, HS-grad,9, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -31, Private,83413, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -45, Private,103331, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,15024,0,44, United-States, >50K -56, Private,142689, 11th,7, Divorced, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -36, Private,398575, Some-college,10, Never-married, Tech-support, Unmarried, White, Female,0,0,40, United-States, <=50K -26, Private,166301, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -37, Private,53703, Bachelors,13, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -38, Private,274907, Assoc-acdm,12, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,35, United-States, <=50K -34, Private,226525, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K -29, Private,36440, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -37, Private,81965, Some-college,10, Divorced, Other-service, Unmarried, White, Female,0,0,25, United-States, <=50K -52, Private,111192, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -20, Private,214238, 11th,7, Never-married, Sales, Other-relative, White, Female,0,0,32, Mexico, <=50K -43, Private,115932, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -33, Private,173730, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -63, Private,123157, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -67, Private,220283, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,20, United-States, <=50K -24, Private,155066, Assoc-voc,11, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -29, Private,244246, Some-college,10, Never-married, Craft-repair, Unmarried, White, Male,0,0,40, Poland, <=50K -37, Private,112264, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -54, Private,200450, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -66,,128609, HS-grad,9, Divorced,, Not-in-family, Black, Male,0,0,40, United-States, >50K -57, Private,340591, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, <=50K -36, Local-gov,43712, Assoc-voc,11, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -41, Private,316820, Prof-school,15, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,45, United-States, >50K -48, Private,44142, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,45, United-States, <=50K -24, Private,311311, Bachelors,13, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,65, United-States, <=50K -66,,143417, Assoc-voc,11, Married-civ-spouse,, Husband, White, Male,0,0,45, United-States, <=50K -29, Private,264166, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,60, Mexico, <=50K -44, Private,112656, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,20, United-States, <=50K -45, Private,123844, HS-grad,9, Divorced, Other-service, Own-child, White, Female,0,0,60, United-States, <=50K -27, Private,146760, Some-college,10, Never-married, Other-service, Own-child, Black, Female,0,0,40, United-States, <=50K -36, Private,225516, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,40, United-States, >50K -36, Private,114366, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -32, State-gov,199227, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,55, United-States, <=50K -18, Private,299347, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -39, Private,74194, Assoc-voc,11, Divorced, Craft-repair, Not-in-family, White, Male,0,1721,45, United-States, <=50K -25, Private,244408, HS-grad,9, Married-civ-spouse, Exec-managerial, Own-child, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -26, Private,198289, 12th,8, Never-married, Farming-fishing, Other-relative, White, Male,0,0,40, Puerto-Rico, <=50K -63, State-gov,89451, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -50, Local-gov,149433, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -47, Private,236999, 1st-4th,2, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Mexico, <=50K -17, Private,34943, 10th,6, Never-married, Other-service, Own-child, White, Female,0,0,15, United-States, <=50K -46, Self-emp-inc,40666, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,15024,0,40, United-States, >50K -34, Private,329170, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,6849,0,70, United-States, <=50K -26, Private,122999, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,45, United-States, <=50K -48, Local-gov,118972, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -47, Private,205068, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,60, United-States, >50K -40, Private,195124, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Columbia, <=50K -21, Private,143184, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -55,,90290, HS-grad,9, Divorced,, Not-in-family, White, Male,0,0,40, United-States, <=50K -37, Private,175232, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -41, Private,319366, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, Haiti, >50K -34, Private,61559, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,35, United-States, <=50K -47, Private,247869, Some-college,10, Separated, Transport-moving, Unmarried, White, Male,0,0,50, United-States, >50K -39, Private,204158, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,5178,0,60, United-States, >50K -36, Private,239755, Assoc-voc,11, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -29, Private,198210, HS-grad,9, Never-married, Tech-support, Unmarried, Black, Female,0,0,40, United-States, <=50K -46, Local-gov,190961, HS-grad,9, Separated, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -77, Private,171193, Assoc-voc,11, Divorced, Sales, Not-in-family, White, Female,0,1668,30, United-States, <=50K -27, Private,110073, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, England, >50K -19, Private,163885, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,40, United-States, <=50K -38, Private,99783, Assoc-voc,11, Married-civ-spouse, Other-service, Wife, White, Female,0,1902,40, United-States, <=50K -18, Private,430930, 11th,7, Never-married, Priv-house-serv, Own-child, White, Female,0,0,6, United-States, <=50K -54, Private,200450, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,35, United-States, <=50K -33, Private,226296, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,1672,50, United-States, <=50K -45, Self-emp-inc,214690, Some-college,10, Separated, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -28, Private,181008, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, England, >50K -26, Local-gov,345779, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,43, United-States, <=50K -26, Private,58350, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, <=50K -41, Private,164647, HS-grad,9, Divorced, Exec-managerial, Not-in-family, Black, Female,0,0,40, United-States, <=50K -21, Private,142809, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -38, Private,105803, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -26, Private,195067, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -49, Private,289964, Some-college,10, Separated, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -26, Private,194813, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -43, Self-emp-inc,303211, HS-grad,9, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -22, Private,37932, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,25, United-States, <=50K -73, Self-emp-not-inc,268832, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,45, United-States, <=50K -33, Private,63925, 5th-6th,3, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,35, United-States, <=50K -25, Private,189897, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -36, Private,635913, HS-grad,9, Married-spouse-absent, Other-service, Not-in-family, Black, Male,0,0,40, United-States, <=50K -25,,296228, Some-college,10, Never-married,, Unmarried, Other, Female,0,0,42, United-States, <=50K -42, Self-emp-not-inc,138162, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -54, Self-emp-not-inc,164757, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,16, United-States, <=50K -33, Private,236013, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,55, United-States, >50K -79, Private,149912, Bachelors,13, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -48, Private,85384, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,40, United-States, >50K -52, Self-emp-not-inc,30008, Masters,14, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,45, United-States, <=50K -23, State-gov,209744, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,38, United-States, <=50K -25, Private,161027, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -54, Private,131662, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, Germany, <=50K -47, Private,115971, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -21, Private,88373, HS-grad,9, Married-civ-spouse, Other-service, Other-relative, White, Female,0,0,16, United-States, <=50K -45, Federal-gov,211399, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,40, United-States, >50K -22, Local-gov,273989, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -27, Private,124614, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -51, Private,263439, Bachelors,13, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -56, Self-emp-not-inc,19896, Some-college,10, Married-civ-spouse, Sales, Wife, White, Female,0,0,60, United-States, >50K -31, Private,229732, HS-grad,9, Never-married, Craft-repair, Other-relative, White, Male,0,0,50, United-States, <=50K -59,,169611, Some-college,10, Married-civ-spouse,, Wife, White, Female,7298,0,12, United-States, >50K -36, Private,220237, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,50, Greece, >50K -46, Self-emp-not-inc,130779, Assoc-voc,11, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,48, United-States, >50K -24, Private,152540, Bachelors,13, Divorced, Transport-moving, Unmarried, White, Female,0,0,40, United-States, <=50K -47, Private,168330, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,2829,0,40, United-States, <=50K -29, Private,485944, Bachelors,13, Never-married, Sales, Own-child, Black, Male,0,0,40, United-States, <=50K -34, Private,199539, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, United-States, >50K -26, Private,210521, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,42, United-States, >50K -19, Private,244175, 11th,7, Never-married, Sales, Own-child, White, Male,0,0,25, United-States, <=50K -42, Private,223763, Masters,14, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -56, Self-emp-not-inc,183580, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,30,, <=50K -42, Private,63596, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -35, Private,108540, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,3137,0,40, United-States, <=50K -43, Self-emp-not-inc,116632, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,1887,45, United-States, >50K -17, Private,175414, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,15, United-States, <=50K -38, Federal-gov,290624, Assoc-voc,11, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -33, Private,557805, Assoc-voc,11, Never-married, Sales, Other-relative, White, Female,0,0,40, El-Salvador, <=50K -20, Private,19410, HS-grad,9, Never-married, Other-service, Unmarried, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -48, Private,206357, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,44, United-States, <=50K -38, Private,216385, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,1740,40, Haiti, <=50K -46, Private,120131, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,3103,0,40, United-States, >50K -72, Private,131699, Some-college,10, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,6, United-States, <=50K -30, Self-emp-not-inc,157778, HS-grad,9, Never-married, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -31, Private,302679, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,133292, Some-college,10, Never-married, Adm-clerical, Own-child, Black, Male,0,0,40, United-States, <=50K -83, Self-emp-not-inc,243567, 11th,7, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,20, United-States, <=50K -61, Private,72442, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -42, Self-emp-not-inc,43909, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,32, United-States, <=50K -23, Private,108307, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -20, Local-gov,87467, Some-college,10, Never-married, Prof-specialty, Own-child, White, Female,0,0,18, United-States, <=50K -42, State-gov,99185, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,38, United-States, <=50K -27, Federal-gov,37274, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,20, United-States, <=50K -44, Self-emp-not-inc,342434, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -62, Self-emp-not-inc,234372, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -66, Self-emp-inc,107627, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -22,,377725, Bachelors,13, Never-married,, Not-in-family, White, Female,0,0,23, United-States, <=50K -32, Private,30271, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,45, United-States, <=50K -30, Private,368570, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,50, United-States, <=50K -43, Private,316820, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,40, United-States, >50K -56, State-gov,176538, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,45, United-States, <=50K -64, Private,265786, 5th-6th,3, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,40, United-States, <=50K -31, Private,82393, Some-college,10, Married-civ-spouse, Other-service, Other-relative, Asian-Pac-Islander, Male,0,0,30, Philippines, <=50K -46, Private,318259, Some-college,10, Separated, Tech-support, Unmarried, White, Female,0,0,55, United-States, <=50K -45, Private,157980, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,32, United-States, <=50K -41, Private,173981, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40,, <=50K -52, Federal-gov,165050, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,48, United-States, >50K -19, Private,303652, HS-grad,9, Never-married, Sales, Unmarried, White, Female,0,0,30, United-States, <=50K -34, Private,393376, HS-grad,9, Never-married, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -57, Self-emp-inc,121912, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, >50K -30, Private,351770, 9th,5, Divorced, Other-service, Unmarried, White, Female,0,0,38, United-States, <=50K -39, Self-emp-not-inc,198841, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, Canada, >50K -41, Local-gov,139160, Bachelors,13, Divorced, Prof-specialty, Not-in-family, Black, Male,0,0,40, United-States, <=50K -21,,214810, Some-college,10, Never-married,, Own-child, White, Female,0,0,25, United-States, <=50K -31, Private,137385, Some-college,10, Never-married, Tech-support, Not-in-family, Black, Female,0,0,50, United-States, <=50K -39, Private,86643, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,27828,0,55, United-States, >50K -20, Private,200089, 11th,7, Never-married, Farming-fishing, Other-relative, White, Male,0,0,36, El-Salvador, <=50K -26, Private,219199, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, >50K -36, Private,142711, HS-grad,9, Separated, Machine-op-inspct, Not-in-family, White, Male,0,0,40, Puerto-Rico, <=50K -29, Private,626493, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -24, Private,177125, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -28, State-gov,181776, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,1876,70, United-States, <=50K -36, Private,257250, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,35, United-States, <=50K -42, Private,444134, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -18,,24688, HS-grad,9, Never-married,, Not-in-family, White, Male,0,0,40, United-States, <=50K -34, Local-gov,33731, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -27, Private,209443, Bachelors,13, Married-AF-spouse, Sales, Wife, White, Female,0,0,40, United-States, <=50K -39, Private,140854, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,1902,60, United-States, >50K -50, Private,330142, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,44, United-States, <=50K -26, Private,29488, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, >50K -52, Private,279129, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -32, Private,177940, Assoc-acdm,12, Never-married, Machine-op-inspct, Own-child, Black, Male,0,0,48, United-States, <=50K -19, Private,391403, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,30, United-States, <=50K -36, Private,334365, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -28, Private,171356, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,55, United-States, <=50K -45, Private,71145, Bachelors,13, Divorced, Exec-managerial, Unmarried, White, Male,0,0,45, United-States, >50K -25, Private,36943, Assoc-acdm,12, Divorced, Other-service, Not-in-family, White, Female,0,0,32, United-States, <=50K -42, Private,285787, Assoc-acdm,12, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -24, Private,433580, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -55, Self-emp-not-inc,50197, 9th,5, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,30, United-States, <=50K -59, State-gov,139611, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,1977,40, India, >50K -31, Private,187802, Some-college,10, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -28, Private,241431, 12th,8, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,121775, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -19, Private,136758, Some-college,10, Never-married, Tech-support, Own-child, White, Female,0,0,10, United-States, <=50K -22, Private,493034, HS-grad,9, Never-married, Other-service, Own-child, Black, Male,0,0,40, United-States, <=50K -20, Private,132139, 10th,6, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,30, United-States, <=50K -50, Self-emp-not-inc,100109, 11th,7, Divorced, Craft-repair, Unmarried, White, Male,0,0,40,, <=50K -23, Private,198861, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Male,0,1669,40, United-States, <=50K -19, Private,273226, 11th,7, Never-married, Tech-support, Own-child, White, Male,0,0,40, United-States, <=50K -19, Private,323054, HS-grad,9, Never-married, Sales, Not-in-family, Asian-Pac-Islander, Male,0,0,30, United-States, <=50K -22, Private,284895, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, <=50K -21, Private,191324, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,25, United-States, <=50K -53, Private,92565, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, >50K -46, Private,234690, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, Cuba, >50K -20, Private,258509, HS-grad,9, Never-married, Machine-op-inspct, Own-child, Black, Male,0,0,40, United-States, <=50K -42, State-gov,178897, Masters,14, Divorced, Prof-specialty, Unmarried, White, Female,1151,0,40, United-States, <=50K -65, Private,220788, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,60, United-States, <=50K -55, Private,376548, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -18, Private,228592, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,18, United-States, <=50K -33, Local-gov,177216, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, <=50K -33,,211743, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,21, United-States, <=50K -21, Private,23813, 10th,6, Divorced, Craft-repair, Not-in-family, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -47, Private,195688, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -26, Private,124953, HS-grad,9, Never-married, Tech-support, Not-in-family, White, Male,0,0,40,, <=50K -34, Private,129775, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -22, Private,339644, HS-grad,9, Married-spouse-absent, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -61, Private,149648, 11th,7, Widowed, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -79, Private,187492, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,7, United-States, <=50K -18, Private,336523, 12th,8, Never-married, Other-service, Other-relative, Black, Male,0,0,20, United-States, <=50K -39, State-gov,222530, Some-college,10, Never-married, Prof-specialty, Not-in-family, Black, Female,0,1590,40, United-States, <=50K -49, Self-emp-inc,140644, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,5013,0,45, United-States, <=50K -31, Private,265201, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, Germany, <=50K -47, Private,135246, 11th,7, Never-married, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -36, Private,89202, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -25, Private,296394, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, Black, Male,0,0,45, United-States, <=50K -50, Local-gov,66544, Masters,14, Divorced, Prof-specialty, Unmarried, White, Female,0,0,65, United-States, <=50K -41, Self-emp-not-inc,165815, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K -18, Private,187722, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -38, Local-gov,187046, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -38, Private,397877, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,50, United-States, >50K -37, Private,258827, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -19, Private,119529, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,15, United-States, <=50K -22, Private,97212, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,15, United-States, <=50K -19, Private,47235, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,75, United-States, <=50K -56, Private,359972, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -20, Private,97212, Some-college,10, Married-civ-spouse, Sales, Wife, White, Female,0,0,30, United-States, <=50K -52, Local-gov,72036, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,25, United-States, <=50K -35, Private,174938, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,201404, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,56, United-States, <=50K -23, Private,234791, Some-college,10, Never-married, Other-service, Unmarried, White, Female,0,0,36, United-States, <=50K -33, State-gov,85632, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -17, Private,147411, 5th-6th,3, Never-married, Other-service, Not-in-family, White, Male,0,0,30, United-States, <=50K -36, Private,127388, Assoc-acdm,12, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, United-States, <=50K -21, Private,116657, HS-grad,9, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -19,,194608, Some-college,10, Never-married,, Own-child, White, Female,0,0,10, United-States, <=50K -28, Private,108706, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Female,0,0,20, United-States, <=50K -19, Private,158343, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,12, United-States, <=50K -51, Private,914061, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -38, Private,190174, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,30, United-States, <=50K -19, Private,456736, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,35, United-States, <=50K -46, Self-emp-inc,167882, Assoc-voc,11, Divorced, Exec-managerial, Not-in-family, White, Female,8614,0,70, United-States, >50K -42, Self-emp-inc,557349, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,70, United-States, <=50K -19, Private,310483, 12th,8, Never-married, Other-service, Own-child, White, Male,0,0,25, United-States, <=50K -29, Private,78261, HS-grad,9, Separated, Protective-serv, Not-in-family, White, Male,0,0,55, United-States, <=50K -39, Private,172571, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -21, Private,230229, HS-grad,9, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,40, Mexico, <=50K -30, Private,183017, HS-grad,9, Divorced, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -38, Self-emp-not-inc,230329, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,48, United-States, <=50K -47, Private,46537, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -34, Private,409622, 5th-6th,3, Married-civ-spouse, Craft-repair, Husband, Other, Male,0,0,40, Mexico, <=50K -46, Private,190482, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -20, State-gov,113588, HS-grad,9, Never-married, Tech-support, Own-child, White, Female,0,0,24, United-States, <=50K -46, Self-emp-not-inc,246891, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,99, United-States, >50K -50, Private,193081, Preschool,1, Never-married, Other-service, Not-in-family, Black, Female,0,0,40, Haiti, <=50K -50,,284477, 5th-6th,3, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,141420, HS-grad,9, Married-civ-spouse, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -32, Private,197325, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,443336, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,25, United-States, <=50K -37, Private,66304, 9th,5, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,16, United-States, <=50K -25, Private,180783, HS-grad,9, Divorced, Craft-repair, Own-child, White, Male,0,0,10, United-States, <=50K -38, Local-gov,218763, Masters,14, Separated, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -39, Federal-gov,388252, Bachelors,13, Never-married, Tech-support, Own-child, Black, Male,0,0,40, United-States, <=50K -22, Private,55614, HS-grad,9, Never-married, Handlers-cleaners, Unmarried, White, Male,0,0,40, United-States, <=50K -25, Private,307643, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,3103,0,45, United-States, >50K -18,,33241, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -25, Local-gov,58065, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,50, United-States, <=50K -65, State-gov,172348, HS-grad,9, Widowed, Adm-clerical, Unmarried, White, Female,0,0,20, United-States, <=50K -72, Private,138790, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,30, United-States, <=50K -25, State-gov,117393, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,38, United-States, <=50K -22, Private,227220, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -36, Private,241306, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -27, Private,189565, Some-college,10, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -33, Self-emp-inc,182714, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -28, Private,113839, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,92531, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -24, Private,119629, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,37, United-States, <=50K -26, Private,322585, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -38, Private,277347, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,221955, 5th-6th,3, Never-married, Craft-repair, Other-relative, White, Male,0,0,40, Mexico, <=50K -38, Private,149347, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -75, Private,207116, HS-grad,9, Married-spouse-absent, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Private,174077, Some-college,10, Divorced, Tech-support, Unmarried, White, Female,0,0,32, United-States, <=50K -50, Private,22418, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -23, Self-emp-not-inc,255252, 11th,7, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -74, Private,159138, HS-grad,9, Widowed, Other-service, Not-in-family, White, Female,0,0,12, United-States, <=50K -38, Private,414991, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -43, Private,282678, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,60, United-States, <=50K -53, Federal-gov,164195, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,4386,0,40, United-States, >50K -21, Private,143436, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -33, Private,202046, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Canada, <=50K -21,,202214, Some-college,10, Never-married,, Own-child, White, Female,0,1721,40, United-States, <=50K -55, Private,236731, 1st-4th,2, Never-married, Other-service, Not-in-family, White, Male,0,0,40, Dominican-Republic, <=50K -23, Local-gov,307267, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,10, United-States, <=50K -49, Private,144514, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -62, Private,155913, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -17, Private,206383, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,17, United-States, <=50K -25, Private,233994, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, <=50K -33, Self-emp-not-inc,123291, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -34, Self-emp-not-inc,195602, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, <=50K -20, Private,151888, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -52, Private,103995, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, United-States, <=50K -31, Private,263796, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -35, Private,111499, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,202222, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -31, Private,230246, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -36, Private,37778, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,48, United-States, <=50K -17, Private,144752, 10th,6, Never-married, Handlers-cleaners, Own-child, Amer-Indian-Eskimo, Male,0,0,20, United-States, <=50K -27, Private,220931, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,32, United-States, <=50K -38, Federal-gov,68840, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -38, Private,205339, 9th,5, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -44, Private,172837, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,52, United-States, >50K -41, State-gov,159131, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,40, United-States, <=50K -30, Private,207284, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,350824, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -70,,116080, Doctorate,16, Married-civ-spouse,, Husband, White, Male,0,0,2, United-States, >50K -39, Self-emp-not-inc,183081, Masters,14, Never-married, Sales, Not-in-family, White, Male,0,0,60, United-States, >50K -37, Self-emp-not-inc,177974, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,3942,0,99, United-States, <=50K -63, Private,192849, Bachelors,13, Divorced, Other-service, Not-in-family, White, Female,0,0,10, United-States, <=50K -18, Private,169882, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Female,0,0,12, United-States, <=50K -21, Private,137320, Some-college,10, Never-married, Adm-clerical, Own-child, Black, Male,0,0,20, United-States, <=50K -34, Private,251521, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -17, Private,329791, 12th,8, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,25, United-States, <=50K -32, Private,261319, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -37, Local-gov,343052, HS-grad,9, Separated, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -28, Private,53271, HS-grad,9, Never-married, Transport-moving, Other-relative, White, Male,0,0,38, United-States, <=50K -20, Private,129024, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,25, United-States, <=50K -29, Private,179768, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -32, Private,144949, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -27, Private,150861, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -44, Local-gov,112763, Masters,14, Divorced, Prof-specialty, Unmarried, White, Female,0,0,38, United-States, <=50K -25, Private,116358, HS-grad,9, Never-married, Adm-clerical, Own-child, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -38, Self-emp-not-inc,331374, 11th,7, Married-civ-spouse, Other-service, Husband, White, Male,0,0,60, United-States, <=50K -52, Private,152811, 10th,6, Widowed, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -68, Local-gov,202699, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,6418,0,35, United-States, >50K -55, Private,92847, 7th-8th,4, Widowed, Priv-house-serv, Unmarried, White, Female,0,0,30, United-States, <=50K -41, Private,137142, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,50, United-States, <=50K -36, Private,953588, 11th,7, Widowed, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -35, Local-gov,225544, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,48, United-States, <=50K -62, Private,116289, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, <=50K -32, Private,279912, Some-college,10, Never-married, Tech-support, Not-in-family, Black, Female,0,0,40, United-States, <=50K -57, Self-emp-not-inc,256630, Bachelors,13, Divorced, Sales, Not-in-family, White, Male,0,0,60, Canada, >50K -42, Private,259727, Bachelors,13, Divorced, Prof-specialty, Unmarried, Black, Female,25236,0,20, United-States, >50K -47, Private,331650, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -34, Private,182006, 11th,7, Never-married, Adm-clerical, Not-in-family, White, Female,4416,0,30, United-States, <=50K -19, Private,277708, HS-grad,9, Never-married, Handlers-cleaners, Own-child, Black, Male,0,0,40, United-States, <=50K -36, Private,64874, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,376455, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -57, Private,125000, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -43, Private,390369, Assoc-acdm,12, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, >50K -51, Private,250423, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -48, Local-gov,27802, Masters,14, Separated, Prof-specialty, Not-in-family, White, Male,0,1876,50, United-States, <=50K -50, Private,137192, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,0,20, Philippines, <=50K -28, State-gov,200068, Bachelors,13, Never-married, Adm-clerical, Not-in-family, Other, Female,0,0,40, United-States, <=50K -26, Private,220656, HS-grad,9, Never-married, Adm-clerical, Own-child, Black, Male,0,0,40, United-States, <=50K -35, Private,199501, Assoc-acdm,12, Divorced, Exec-managerial, Unmarried, Black, Female,0,0,50, Jamaica, <=50K -26, Private,181613, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, Black, Female,0,0,40, United-States, <=50K -32, Private,329432, Masters,14, Never-married, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -37, Private,139180, 11th,7, Never-married, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -24,,263612, HS-grad,9, Never-married,, Unmarried, Black, Female,0,0,40, United-States, <=50K -73,,402363, Masters,14, Married-civ-spouse,, Wife, White, Female,0,0,16, United-States, >50K -25, Private,256545, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,45, United-States, <=50K -31, Private,246439, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,38, United-States, <=50K -20, Private,182615, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -26, Private,131401, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -26, Private,259138, 11th,7, Married-civ-spouse, Other-service, Wife, White, Female,2407,0,36, United-States, <=50K -43, Private,107503, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,48, United-States, >50K -61, State-gov,205482, HS-grad,9, Married-spouse-absent, Transport-moving, Not-in-family, White, Female,0,0,60, United-States, <=50K -34, Private,184833, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,4650,0,50, United-States, <=50K -43, Private,395997, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,55, United-States, <=50K -33, Private,158438, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -42, Self-emp-inc,190044, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,52, United-States, >50K -42, Self-emp-not-inc,184378, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -18, Private,118983, HS-grad,9, Never-married, Exec-managerial, Own-child, White, Male,0,0,30, United-States, <=50K -48, Private,99127, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -41, Local-gov,106982, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,52, United-States, <=50K -47, Private,213668, Some-college,10, Separated, Machine-op-inspct, Not-in-family, White, Male,8614,0,65, United-States, >50K -50, Local-gov,159689, Some-college,10, Widowed, Adm-clerical, Unmarried, White, Female,0,0,35, United-States, <=50K -57, Private,354923, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,45, United-States, <=50K -21, Private,200207, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -28, Local-gov,98590, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -42, Private,221947, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -33, Private,160634, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, >50K -53, Local-gov,179237, 9th,5, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,97771, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -17, Private,237399, 11th,7, Never-married, Sales, Own-child, White, Male,0,0,20, United-States, <=50K -35, Private,276559, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,7298,0,45, United-States, >50K -50, Private,178251, Masters,14, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -58, Private,145370, Bachelors,13, Married-civ-spouse, Sales, Husband, Black, Male,15024,0,50, United-States, >50K -21, Private,249271, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -66, Self-emp-not-inc,257562, 11th,7, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -59, Federal-gov,115842, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,341368, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,20, United-States, <=50K -20,,172232, Some-college,10, Never-married,, Own-child, White, Male,0,0,60, United-States, <=50K -25, Private,67151, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,60, United-States, <=50K -21, Private,228649, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -53, Private,164198, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, >50K -64, Local-gov,190228, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,35, United-States, >50K -19, Private,179707, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,30, United-States, <=50K -59, Self-emp-inc,132559, Doctorate,16, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1977,55, United-States, >50K -36, Private,473547, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,30, United-States, <=50K -55, Self-emp-inc,284526, 5th-6th,3, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, Cuba, <=50K -20, Private,112854, Some-college,10, Never-married, Tech-support, Not-in-family, White, Female,0,0,32, United-States, <=50K -28, Private,271012, HS-grad,9, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -34, Private,298995, Some-college,10, Never-married, Tech-support, Not-in-family, Black, Female,0,0,50, United-States, <=50K -20, Never-worked,273905, HS-grad,9, Married-spouse-absent,, Other-relative, White, Male,0,0,35, United-States, <=50K -41, Private,172712, Bachelors,13, Divorced, Tech-support, Unmarried, White, Female,0,0,40, United-States, >50K -33, Private,205249, Masters,14, Never-married, Prof-specialty, Not-in-family, Asian-Pac-Islander, Male,0,0,55,, <=50K -24, Private,375698, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, Japan, <=50K -42, State-gov,355756, Some-college,10, Divorced, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -28, Private,147951, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,42, United-States, <=50K -58, Private,156493, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,35, United-States, <=50K -34, Private,215857, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, Amer-Indian-Eskimo, Male,0,0,40, Mexico, <=50K -22, Private,88824, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -26, Private,242150, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Mexico, <=50K -30, Private,295010, Some-college,10, Married-civ-spouse, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, >50K -67, Self-emp-not-inc,268781, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,20, United-States, >50K -46, Private,360593, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Male,4650,0,44, United-States, <=50K -35, Private,306678, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,52, United-States, <=50K -42, Self-emp-inc,377018, 11th,7, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,131230, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -18,,457710, 11th,7, Never-married,, Own-child, White, Male,0,0,16, Mexico, <=50K -34, Self-emp-inc,229732, Assoc-acdm,12, Divorced, Other-service, Unmarried, White, Male,0,0,40, United-States, <=50K -21, Private,159879, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -49, Private,204629, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -48, Private,46580, HS-grad,9, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -25, Private,471768, HS-grad,9, Never-married, Adm-clerical, Own-child, Black, Female,0,0,32, United-States, <=50K -38, Private,117802, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,60, United-States, >50K -28, Private,175537, Some-college,10, Separated, Adm-clerical, Unmarried, Black, Female,0,0,37, United-States, <=50K -22, Private,247734, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -43, Private,190885, 7th-8th,4, Widowed, Other-service, Unmarried, White, Female,0,0,38, Mexico, <=50K -49, Private,117849, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -54, Self-emp-inc,103794, Masters,14, Divorced, Exec-managerial, Unmarried, White, Female,5721,0,35, United-States, <=50K -35, Self-emp-not-inc,222450, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, Mexico, <=50K -36, Private,558344, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Male,0,0,48, United-States, <=50K -18, Private,131825, 11th,7, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,21, United-States, <=50K -45, Private,166181, HS-grad,9, Widowed, Priv-house-serv, Own-child, Black, Female,0,0,25, United-States, <=50K -22, Private,179392, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -47, Local-gov,232149, Masters,14, Divorced, Prof-specialty, Unmarried, White, Female,0,0,45, United-States, <=50K -23, Private,96748, Bachelors,13, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -36, Private,177895, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -23, Private,207066, 10th,6, Never-married, Other-service, Not-in-family, White, Male,0,0,30, United-States, <=50K -53, Private,127749, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -23, Private,216129, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -67,,401273, Some-college,10, Widowed,, Not-in-family, White, Female,0,0,5, United-States, <=50K -51, Private,245356, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,55, United-States, >50K -52, Private,30846, Some-college,10, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -47, Private,216414, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -47, Private,361390, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,4064,0,40, Italy, <=50K -29, Private,255364, Some-college,10, Divorced, Other-service, Own-child, White, Male,594,0,24, United-States, <=50K -19, Private,197377, Some-college,10, Never-married, Adm-clerical, Own-child, Black, Male,0,0,20, United-States, <=50K -66, Self-emp-not-inc,197816, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,17, United-States, >50K -38, Private,194140, Some-college,10, Separated, Machine-op-inspct, Unmarried, Black, Male,0,0,50, United-States, <=50K -67,,110122, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,32, United-States, >50K -33, Private,102130, Assoc-voc,11, Divorced, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -51, Federal-gov,85815, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, >50K -30, Private,176064, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,0,0,55, United-States, <=50K -43, Private,38946, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -29, Private,249463, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -38, Private,175665, Some-college,10, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, <=50K -58, Private,111385, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -56, State-gov,165867, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -41, Private,347890, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -43, Self-emp-inc,49249, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -50, Private,125417, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,65, United-States, >50K -73, Self-emp-not-inc,30958, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,25, United-States, <=50K -45, State-gov,191001, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,7688,0,40, United-States, >50K -18, Self-emp-not-inc,68073, 11th,7, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -33, Private,233149, 12th,8, Divorced, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -20, Private,204596, 12th,8, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -37, Private,109996, 9th,5, Married-civ-spouse, Other-service, Wife, Asian-Pac-Islander, Female,0,0,40, Hong, <=50K -29, Private,251170, HS-grad,9, Divorced, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -22, Private,140001, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -61, State-gov,347445, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -27, Self-emp-not-inc,229126, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Asian-Pac-Islander, Female,0,0,30, United-States, <=50K -47, Private,235431, Preschool,1, Never-married, Sales, Unmarried, Black, Female,0,0,40, Haiti, <=50K -56, Private,209280, HS-grad,9, Separated, Sales, Unmarried, Black, Female,0,0,16, United-States, <=50K -26, Private,172013, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -30, Self-emp-inc,133876, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -60, Private,152727, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,40, United-States, >50K -30, Private,139838, 10th,6, Separated, Other-service, Not-in-family, Black, Male,0,0,40, United-States, <=50K -28, Private,153885, Some-college,10, Married-civ-spouse, Transport-moving, Wife, White, Female,0,0,45, United-States, <=50K -64, Self-emp-not-inc,21174, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,20, United-States, <=50K -32, Private,101266, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40,, <=50K -32, Private,99548, Some-college,10, Divorced, Handlers-cleaners, Not-in-family, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -31, Local-gov,220669, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,6849,0,40, United-States, <=50K -36, Private,91716, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, <=50K -32, Self-emp-not-inc,112115, 12th,8, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,70, United-States, >50K -49, Private,220978, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,44, United-States, <=50K -40, Private,121012, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,242804, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -51, Self-emp-not-inc,192654, Bachelors,13, Widowed, Exec-managerial, Unmarried, White, Male,0,0,50, United-States, <=50K -45, Private,111706, 1st-4th,2, Never-married, Machine-op-inspct, Unmarried, Asian-Pac-Islander, Female,0,0,40, Vietnam, <=50K -41, Private,174196, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, Black, Female,0,0,40, United-States, <=50K -54, Private,312500, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -19, Private,39623, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,25, United-States, <=50K -36, Private,355468, 10th,6, Separated, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -45, State-gov,62726, Some-college,10, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -58, Federal-gov,75867, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -60,,76449, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,111567, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, >50K -58, Private,112945, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -53, Private,191389, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -42, Private,208584, Assoc-acdm,12, Separated, Sales, Not-in-family, Black, Female,0,0,40, United-States, <=50K -49, Private,99340, 5th-6th,3, Separated, Machine-op-inspct, Unmarried, White, Female,0,0,40, Dominican-Republic, <=50K -54, Self-emp-not-inc,308087, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,30, United-States, <=50K -64, Private,166843, HS-grad,9, Widowed, Other-service, Other-relative, White, Male,0,0,28, United-States, <=50K -62,,122433, 10th,6, Divorced,, Unmarried, White, Male,0,0,35, United-States, <=50K -31, Private,103573, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,45, United-States, <=50K -28, Private,264735, Masters,14, Never-married, Adm-clerical, Not-in-family, Asian-Pac-Islander, Male,0,0,50, India, <=50K -58, Self-emp-not-inc,281792, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -52, Private,184081, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, Jamaica, <=50K -22, Private,381741, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -58, Private,98630, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -25, Private,161631, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,152591, Some-college,10, Divorced, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -69, Self-emp-not-inc,150080, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -18, Private,278141, 11th,7, Married-civ-spouse, Other-service, Husband, White, Male,0,0,35, United-States, <=50K -48, Self-emp-not-inc,229328, 12th,8, Widowed, Sales, Unmarried, Asian-Pac-Islander, Female,0,0,40, South, <=50K -26, Private,278916, Some-college,10, Separated, Handlers-cleaners, Own-child, Black, Male,0,0,20, United-States, <=50K -43, Federal-gov,421871, Bachelors,13, Never-married, Adm-clerical, Not-in-family, Black, Male,6849,0,50, United-States, <=50K -35, Private,164193, Some-college,10, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -33, Self-emp-not-inc,189265, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,5, United-States, <=50K -52, Private,384959, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,36, United-States, >50K -62, Private,67320, HS-grad,9, Widowed, Other-service, Other-relative, Black, Female,0,0,40, United-States, <=50K -50, Private,174655, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1887,40, United-States, >50K -30, Local-gov,327203, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,51148, HS-grad,9, Divorced, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -19, Private,287380, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,27, United-States, <=50K -58, Private,131608, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, >50K -41, Private,122857, HS-grad,9, Never-married, Priv-house-serv, Not-in-family, Asian-Pac-Islander, Female,0,0,40,, <=50K -28, Private,259609, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,50, United-States, <=50K -33, Private,104509, Bachelors,13, Never-married, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -51, Private,203435, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -27, Private,148429, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -26, Private,106950, Some-college,10, Never-married, Craft-repair, Not-in-family, Black, Male,0,0,40, United-States, <=50K -19, Private,87402, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -32, Private,265638, Some-college,10, Married-civ-spouse, Protective-serv, Husband, Black, Male,0,0,60, United-States, <=50K -27, Private,430710, HS-grad,9, Separated, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -50, Federal-gov,193116, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -29, Private,94880, Some-college,10, Married-spouse-absent, Craft-repair, Other-relative, White, Male,0,0,40, Mexico, <=50K -67, Private,186427, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -53, Private,348287, HS-grad,9, Divorced, Craft-repair, Other-relative, White, Male,0,0,40, United-States, <=50K -58, Private,77498, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -47, Private,199058, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -30, Private,156464, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,40, Germany, <=50K -40, Private,202508, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,48,, >50K -45, Private,131309, Bachelors,13, Never-married, Craft-repair, Not-in-family, White, Male,0,0,32, United-States, <=50K -41, Private,99679, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,136309, Assoc-acdm,12, Never-married, Tech-support, Not-in-family, White, Male,0,0,50, United-States, <=50K -27, Private,294451, 11th,7, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -44, Private,104719, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,38, United-States, <=50K -72, Self-emp-not-inc,207889, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -24, Private,215890, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,341239, HS-grad,9, Never-married, Transport-moving, Own-child, Black, Male,0,0,40, United-States, <=50K -66, Self-emp-not-inc,58326, 11th,7, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, >50K -35, Private,176544, Some-college,10, Divorced, Sales, Not-in-family, White, Male,0,1741,50, United-States, <=50K -37, Private,216149, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -65, Private,274637, 9th,5, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,16, United-States, <=50K -23, Private,163870, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40,, <=50K -52,,287575, HS-grad,9, Separated,, Unmarried, White, Male,0,0,40, United-States, <=50K -35, Private,268292, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,0,65, United-States, <=50K -43, Private,343061, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, Cuba, <=50K -46, Local-gov,481258, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,45, United-States, >50K -17, Private,181129, 10th,6, Never-married, Sales, Own-child, White, Female,0,0,10, United-States, <=50K -18,,153302, HS-grad,9, Never-married,, Not-in-family, White, Female,0,0,40, United-States, <=50K -48, Private,235891, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,40, Puerto-Rico, <=50K -33, Self-emp-not-inc,41210, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,75, United-States, <=50K -31, Local-gov,152109, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,30, United-States, <=50K -28, Private,114072, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -30, Private,83066, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,30, United-States, <=50K -18, Private,110230, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,5, United-States, <=50K -33, Self-emp-inc,137421, HS-grad,9, Married-civ-spouse, Sales, Husband, Asian-Pac-Islander, Male,0,0,45, South, <=50K -46, Self-emp-inc,222829, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -50, State-gov,89652, Masters,14, Widowed, Prof-specialty, Unmarried, White, Female,0,0,60, United-States, <=50K -43, Self-emp-inc,375807, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,1977,60, United-States, >50K -29, Private,184224, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -18, Private,54639, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -47, Self-emp-inc,77764, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -28, Private,61523, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,55, United-States, <=50K -60, Self-emp-not-inc,54614, Assoc-voc,11, Married-civ-spouse, Other-service, Wife, White, Female,0,0,40, United-States, <=50K -34, Private,188246, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40,, <=50K -25, Private,267594, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -19, Private,140499, HS-grad,9, Never-married, Protective-serv, Other-relative, White, Male,0,0,40, United-States, <=50K -35, Private,73471, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -41, Federal-gov,33487, Some-college,10, Divorced, Adm-clerical, Other-relative, Amer-Indian-Eskimo, Female,0,0,38, United-States, <=50K -23,,201179, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -69, Self-emp-not-inc,165814, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,35, United-States, <=50K -44, State-gov,46221, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,45, United-States, >50K -49, Self-emp-inc,172246, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,99999,0,40, United-States, >50K -31, Federal-gov,148207, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,53, United-States, <=50K -36, Private,389725, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,7298,0,40, Germany, >50K -33, Private,343519, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,25, United-States, <=50K -35, Private,67317, Assoc-acdm,12, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,50, United-States, <=50K -53, Self-emp-not-inc,257728, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -32, Private,264554, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -26, Private,224567, 11th,7, Never-married, Sales, Not-in-family, White, Male,0,0,45, United-States, <=50K -40, Private,24038, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,55, United-States, <=50K -35, Private,210945, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -52, Self-emp-not-inc,123727, HS-grad,9, Separated, Exec-managerial, Not-in-family, White, Male,0,0,60, United-States, <=50K -32,,78374, Bachelors,13, Never-married,, Not-in-family, Asian-Pac-Islander, Female,0,0,1, United-States, <=50K -18, Private,138266, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,25, United-States, <=50K -58, Private,147098, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,60, United-States, >50K -26, Private,211695, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -33, Self-emp-not-inc,196480, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -39, Private,373699, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -47, Private,189680, Bachelors,13, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -33, Private,342458, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -28, Private,161155, Some-college,10, Never-married, Craft-repair, Unmarried, White, Male,0,0,48, United-States, <=50K -48, Local-gov,116601, Masters,14, Divorced, Prof-specialty, Unmarried, Asian-Pac-Islander, Female,0,0,50, Nicaragua, <=50K -67, Self-emp-inc,127605, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,2174,40, United-States, >50K -22, Self-emp-not-inc,47541, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,20, United-States, <=50K -62, Private,134779, Some-college,10, Divorced, Prof-specialty, Not-in-family, White, Female,4650,0,40, United-States, <=50K -42, Self-emp-not-inc,177937, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,45, United-States, <=50K -53, Private,114758, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,20, United-States, <=50K -64, Local-gov,287277, 9th,5, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,173113, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,169785, Bachelors,13, Married-spouse-absent, Exec-managerial, Not-in-family, White, Female,0,0,60, United-States, >50K -64, Self-emp-not-inc,280508, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -24, Private,360077, 11th,7, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, United-States, >50K -47, Private,165229, 12th,8, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,282753, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -31, Private,308812, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -64, Private,132519, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Wife, Black, Female,0,0,40, United-States, <=50K -38, Private,185053, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,20, United-States, >50K -42, Local-gov,261899, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -46, Private,119939, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,276165, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Private,361280, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -33, Private,195770, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -52, Local-gov,289804, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,40, United-States, <=50K -21, Private,247115, HS-grad,9, Never-married, Adm-clerical, Own-child, Black, Female,0,0,60, United-States, <=50K -48, Federal-gov,50459, HS-grad,9, Divorced, Other-service, Unmarried, White, Male,0,0,40, United-States, <=50K -22, Private,260617, 12th,8, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,60, United-States, <=50K -20, Private,155066, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,60, United-States, <=50K -80, Private,227210, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,9386,0,40, United-States, >50K -47, Local-gov,47270, Assoc-acdm,12, Separated, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -35, Private,111128, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,65, United-States, >50K -37, Private,119929, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -73, Private,157248, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,20, United-States, <=50K -45, Private,174386, HS-grad,9, Never-married, Other-service, Other-relative, White, Female,0,0,30, United-States, <=50K -34, Private,21755, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, Amer-Indian-Eskimo, Male,0,0,63, United-States, <=50K -35, Private,261646, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,590204, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,15024,0,40, United-States, >50K -36, Private,679853, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, Dominican-Republic, <=50K -40, Private,144928, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,7298,0,40, United-States, >50K -26,,88513, Bachelors,13, Never-married,, Not-in-family, White, Male,0,0,40, United-States, <=50K -27, Private,110663, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -52, Self-emp-not-inc,182187, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, Haiti, >50K -45, Private,160703, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,55, United-States, <=50K -39, Private,279323, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,131425, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,180288, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,1977,60, United-States, >50K -43, Self-emp-inc,123490, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -20, Private,421474, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,20, United-States, <=50K -38, Private,100079, Doctorate,16, Married-spouse-absent, Prof-specialty, Not-in-family, Asian-Pac-Islander, Male,27828,0,60, China, >50K -30, Private,95639, 11th,7, Never-married, Handlers-cleaners, Other-relative, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -30, Private,169002, Assoc-voc,11, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -59, Self-emp-not-inc,49893, HS-grad,9, Widowed, Craft-repair, Not-in-family, White, Male,0,0,24, United-States, <=50K -30, Federal-gov,234994, Some-college,10, Divorced, Exec-managerial, Not-in-family, Black, Male,0,0,40, United-States, <=50K -43, Self-emp-inc,137232, Bachelors,13, Married-spouse-absent, Sales, Unmarried, White, Female,0,0,42, United-States, <=50K -49, Self-emp-not-inc,27067, Assoc-voc,11, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,60, United-States, <=50K -40, Private,193385, Prof-school,15, Married-civ-spouse, Prof-specialty, Wife, Asian-Pac-Islander, Female,0,0,40, China, <=50K -34, Private,181372, 11th,7, Married-civ-spouse, Other-service, Wife, White, Female,0,0,23, United-States, <=50K -47, Private,189143, HS-grad,9, Divorced, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K -57, Self-emp-not-inc,115422, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,3137,0,40, United-States, <=50K -64, Self-emp-not-inc,163510, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,2415,50, United-States, >50K -35, Private,241998, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,30, United-States, <=50K -39, Private,106838, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,4386,0,45, United-States, >50K -90,,50746, 10th,6, Divorced,, Not-in-family, White, Female,0,0,7, United-States, <=50K -30, Local-gov,325658, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -71, Private,244688, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,6514,0,40, United-States, >50K -29, Private,244721, Bachelors,13, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -40, Private,170721, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -39, Private,105803, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -53, Private,152810, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -50, Private,138944, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -50, Private,392668, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,4386,0,40, United-States, <=50K -28, Private,192257, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, Japan, <=50K -79,,23275, 10th,6, Married-civ-spouse,, Husband, White, Male,0,0,20, United-States, <=50K -70, Self-emp-inc,46577, Bachelors,13, Widowed, Farming-fishing, Unmarried, White, Female,0,0,6, United-States, <=50K -44, Private,174325, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -41, Local-gov,307767, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,192698, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -19, Private,443809, HS-grad,9, Never-married, Other-service, Other-relative, White, Male,0,0,30, United-States, <=50K -18, Private,218100, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,25, United-States, <=50K -37, Private,516701, Masters,14, Never-married, Exec-managerial, Not-in-family, Black, Male,0,1564,50,, >50K -20, Private,123173, Some-college,10, Never-married, Sales, Own-child, Black, Female,0,0,15, United-States, <=50K -33, Private,241697, Some-college,10, Married-spouse-absent, Sales, Unmarried, Amer-Indian-Eskimo, Male,0,1602,40, United-States, <=50K -53, Self-emp-inc,233149, Assoc-acdm,12, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, >50K -56, Private,357939, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -18, Private,73928, HS-grad,9, Never-married, Sales, Own-child, Asian-Pac-Islander, Female,0,0,20, United-States, <=50K -54, State-gov,88528, Masters,14, Never-married, Prof-specialty, Unmarried, White, Female,0,0,37, United-States, <=50K -40, Private,245073, 7th-8th,4, Never-married, Other-service, Not-in-family, White, Male,0,0,20, United-States, <=50K -45, Private,148824, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -27, Private,106276, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -48, Private,185039, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -35, Private,210310, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, >50K -27, Private,150767, Some-college,10, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,48, United-States, <=50K -72,,31327, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,20, United-States, >50K -27, Private,30237, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,45, United-States, <=50K -22, Private,264765, Some-college,10, Never-married, Farming-fishing, Own-child, White, Male,0,0,10, United-States, <=50K -29, Private,148069, Assoc-voc,11, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -34,,41493, Bachelors,13, Divorced,, Own-child, White, Female,0,0,40, United-States, <=50K -51, Self-emp-not-inc,168539, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,84, United-States, <=50K -54,,108233, Assoc-acdm,12, Separated,, Not-in-family, Black, Female,0,0,20, United-States, <=50K -25, State-gov,66692, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -35, Private,122747, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -36, Self-emp-inc,176289, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -57, Private,238017, HS-grad,9, Widowed, Tech-support, Not-in-family, Black, Female,0,0,54, United-States, <=50K -28, Private,41099, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,190151, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,42, United-States, <=50K -58, Private,109159, HS-grad,9, Widowed, Tech-support, Unmarried, White, Female,0,0,38, United-States, <=50K -37, Local-gov,176949, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,55, United-States, >50K -61, Private,293899, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -48, Private,168262, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,25, United-States, >50K -64, Private,208862, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,15, United-States, <=50K -50, Private,69477, 10th,6, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,45, United-States, <=50K -34, Private,443546, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, Germany, <=50K -21,,202989, Some-college,10, Never-married,, Own-child, White, Male,0,0,80, United-States, <=50K -59, Self-emp-not-inc,49996, HS-grad,9, Widowed, Other-service, Not-in-family, Black, Female,0,0,20, United-States, <=50K -75, State-gov,220618, Some-college,10, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,10, United-States, <=50K -30, Private,127875, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -26, Private,217517, Assoc-voc,11, Married-civ-spouse, Transport-moving, Husband, White, Male,2885,0,40, United-States, <=50K -20, Private,162151, HS-grad,9, Never-married, Sales, Own-child, Black, Female,0,0,20, United-States, <=50K -53, Federal-gov,314871, Some-college,10, Separated, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -48, Local-gov,193960, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,50, United-States, >50K -33, Private,198103, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -47, State-gov,106466, Some-college,10, Divorced, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -51, Private,122109, Bachelors,13, Divorced, Exec-managerial, Unmarried, White, Female,0,0,50, United-States, <=50K -54, Private,254152, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,249449, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -47, Private,184169, Bachelors,13, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,35, United-States, <=50K -34, Self-emp-inc,156192, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -31, Self-emp-not-inc,175509, HS-grad,9, Divorced, Tech-support, Not-in-family, White, Male,0,0,60, United-States, <=50K -42, Private,297266, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,90, United-States, >50K -24, Private,188073, Some-college,10, Never-married, Adm-clerical, Own-child, Black, Female,0,0,40, United-States, <=50K -18,,221312, Some-college,10, Never-married,, Other-relative, White, Male,0,0,40, United-States, <=50K -79, Private,121552, 7th-8th,4, Widowed, Other-service, Unmarried, Black, Male,0,0,5, United-States, <=50K -38, Private,177134, HS-grad,9, Married-civ-spouse, Sales, Wife, Black, Female,0,0,40, United-States, <=50K -67, Private,127921, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,9386,0,40, United-States, >50K -25, Private,210794, Some-college,10, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,40, United-States, <=50K -47, Private,149366, Bachelors,13, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Peru, <=50K -25, Private,214303, HS-grad,9, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,20,, <=50K -24,,205940, 9th,5, Never-married,, Own-child, White, Female,0,0,30, United-States, <=50K -24,,43535, Some-college,10, Married-civ-spouse,, Wife, White, Female,0,0,30, United-States, <=50K -47, Private,158924, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, >50K -46, Private,270437, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -26, Private,266505, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,5013,0,38, United-States, <=50K -32, Private,37070, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, Japan, <=50K -26, Federal-gov,56419, Prof-school,15, Never-married, Prof-specialty, Not-in-family, Asian-Pac-Islander, Female,0,0,20, South, <=50K -52, Private,389270, Assoc-voc,11, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,36, United-States, <=50K -61, Private,205266, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -46, Federal-gov,104575, Assoc-voc,11, Divorced, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -41, Self-emp-not-inc,99220, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -48, Private,178313, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -41, Local-gov,103614, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -47, Private,114882, Assoc-voc,11, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,186977, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, Columbia, <=50K -22, Private,208893, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,10, United-States, <=50K -57, Self-emp-inc,84231, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,1977,50, United-States, >50K -20, Private,129240, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,30, United-States, <=50K -64, Private,113061, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,243409, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -18,,28132, 12th,8, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -40, Private,77975, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -28,,241580, HS-grad,9, Divorced,, Unmarried, White, Female,0,0,55, United-States, <=50K -40, Private,165599, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,4064,0,40, United-States, <=50K -31, Private,85374, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,42, United-States, <=50K -32, Self-emp-not-inc,45604, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,70, United-States, <=50K -42, Private,109501, 5th-6th,3, Separated, Handlers-cleaners, Unmarried, White, Female,0,0,40, United-States, <=50K -22,,289405, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -25, Private,75759, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,3325,0,40, United-States, <=50K -27, Private,144808, Some-college,10, Never-married, Adm-clerical, Own-child, Black, Female,0,0,40, United-States, <=50K -21,,231511, Some-college,10, Never-married,, Own-child, White, Female,0,0,20, United-States, <=50K -47, Private,155890, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,40, United-States, >50K -56, Self-emp-not-inc,108496, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,101562, Some-college,10, Divorced, Other-service, Own-child, White, Female,0,0,35, United-States, <=50K -29, Private,116372, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,50, United-States, >50K -17, Private,58037, 10th,6, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -38, Private,339025, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, Asian-Pac-Islander, Male,0,1579,40, Vietnam, <=50K -31, Private,117659, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -23, Private,372898, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, United-States, <=50K -24, Private,199426, Bachelors,13, Never-married, Other-service, Own-child, White, Female,0,0,30, United-States, <=50K -25, Private,36023, HS-grad,9, Married-spouse-absent, Transport-moving, Not-in-family, White, Male,0,0,55, United-States, <=50K -64,,186535, Bachelors,13, Married-civ-spouse,, Husband, White, Male,3103,0,3, United-States, <=50K -44, Private,57600, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,38, United-States, <=50K -48, Private,369522, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,60, United-States, <=50K -35, Private,28572, 11th,7, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Private,215323, Bachelors,13, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,81846, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,40, China, <=50K -68, Private,535762, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,1844,10, United-States, <=50K -59, Private,239405, HS-grad,9, Divorced, Other-service, Unmarried, Black, Female,0,0,35, Jamaica, <=50K -43, Local-gov,43998, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,0,50, United-States, <=50K -28, Private,408417, Some-college,10, Never-married, Sales, Own-child, Black, Male,0,0,40, United-States, <=50K -50, Self-emp-not-inc,43705, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -45, Private,176841, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,40, El-Salvador, <=50K -17, Private,120676, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,16, United-States, <=50K -44, Local-gov,207685, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,8614,0,33, United-States, >50K -26, Private,157708, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -27, Private,126349, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,49, United-States, <=50K -40, Private,277647, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,35, United-States, >50K -45, Private,174426, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,43, United-States, <=50K -43, Self-emp-not-inc,37869, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,40, United-States, >50K -28, Private,150025, Some-college,10, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,40, Peru, <=50K -54, Self-emp-not-inc,155496, Some-college,10, Never-married, Other-service, Unmarried, White, Female,2176,0,40, United-States, <=50K -43, Private,174748, Bachelors,13, Divorced, Exec-managerial, Unmarried, Black, Female,7430,0,45, United-States, >50K -40, Self-emp-inc,140915, Bachelors,13, Married-civ-spouse, Tech-support, Husband, Other, Male,0,0,40, France, >50K -19, Private,187161, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,18, United-States, <=50K -24, Private,181820, Some-college,10, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,45, United-States, <=50K -20, Private,438321, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,50, United-States, <=50K -55, Private,342121, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,54, United-States, <=50K -39, Private,135162, 12th,8, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -22, Private,289448, Assoc-acdm,12, Never-married, Adm-clerical, Own-child, Asian-Pac-Islander, Female,0,2205,30, Philippines, <=50K -44, Self-emp-not-inc,157237, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,50, United-States, >50K -30, Private,184542, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -74, Private,70234, HS-grad,9, Widowed, Sales, Unmarried, White, Female,0,0,26, United-States, <=50K -30, Private,170412, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -31, Private,171184, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, Dominican-Republic, <=50K -56,,141076, HS-grad,9, Divorced,, Not-in-family, Black, Female,3674,0,40, United-States, <=50K -59, Private,168145, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Female,0,0,40, United-States, <=50K -24, Private,172594, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -21, Private,133582, 5th-6th,3, Never-married, Farming-fishing, Not-in-family, White, Male,2176,0,36, Mexico, <=50K -51, Private,214840, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, United-States, >50K -20,,301408, Some-college,10, Never-married,, Own-child, White, Female,0,1602,30, United-States, <=50K -33, Private,97723, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1672,40, United-States, <=50K -51, Self-emp-not-inc,318351, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,30, Canada, >50K -20, Private,69911, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,15, United-States, <=50K -59, Private,200316, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -31, Local-gov,265426, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,30, United-States, <=50K -39, Private,66687, Some-college,10, Separated, Craft-repair, Unmarried, White, Male,0,0,45, United-States, <=50K -31, Private,107417, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -46,,140782, HS-grad,9, Separated,, Own-child, White, Female,0,0,36, United-States, <=50K -23,,212210, Some-college,10, Never-married,, Own-child, White, Female,0,0,15, United-States, <=50K -57, Private,144012, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -67,,40021, Doctorate,16, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -35, Self-emp-not-inc,228493, 1st-4th,2, Married-civ-spouse, Exec-managerial, Husband, White, Male,4386,0,65, Mexico, <=50K -40, State-gov,114714, Doctorate,16, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,40, Taiwan, >50K -17, Private,188758, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -34, Private,176862, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -33, Local-gov,107793, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -47, Self-emp-not-inc,333052, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,5, United-States, <=50K -49, Private,175958, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,46, United-States, >50K -24, Private,125012, Bachelors,13, Married-spouse-absent, Adm-clerical, Own-child, Black, Female,0,0,20, United-States, <=50K -28, Private,135296, Some-college,10, Never-married, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -30, Local-gov,31171, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,1590,40, United-States, <=50K -31, Private,103860, 10th,6, Never-married, Craft-repair, Not-in-family, White, Male,0,0,45, United-States, <=50K -40, Private,90582, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -46, Private,216292, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -54, Local-gov,188588, 5th-6th,3, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,2001,35, United-States, <=50K -27,,173178, Some-college,10, Never-married,, Not-in-family, Black, Male,0,0,36, United-States, <=50K -50, Self-emp-inc,193720, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1672,48, United-States, <=50K -35, Private,218542, 9th,5, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, <=50K -44, Private,138845, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, <=50K -46, State-gov,86837, Some-college,10, Married-spouse-absent, Adm-clerical, Not-in-family, Asian-Pac-Islander, Male,0,0,50, Philippines, <=50K -22, State-gov,125010, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,20, United-States, <=50K -38, Private,50149, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -46, Private,241350, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,8614,0,50, United-States, >50K -81, Private,39895, 7th-8th,4, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,2, United-States, <=50K -36, Self-emp-not-inc,258289, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,35, United-States, <=50K -28, Self-emp-not-inc,183151, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -58,,228614, 7th-8th,4, Married-civ-spouse,, Husband, Black, Male,0,0,35, United-States, <=50K -51, Private,192236, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,3464,0,48, United-States, <=50K -37,,161664, Some-college,10, Married-civ-spouse,, Wife, White, Female,0,0,60, United-States, <=50K -45, Private,105381, Some-college,10, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -40, Private,235786, HS-grad,9, Separated, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -44, Private,118947, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,44, United-States, >50K -35, Private,168817, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -34, Private,24361, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -25, Private,321223, Some-college,10, Divorced, Other-service, Not-in-family, White, Female,0,0,20, United-States, <=50K -66, Private,146810, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,24, United-States, <=50K -30, Local-gov,94041, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Male,3325,0,35, United-States, <=50K -40, Self-emp-not-inc,814850, 9th,5, Divorced, Other-service, Not-in-family, Amer-Indian-Eskimo, Female,0,0,20, United-States, <=50K -43, Private,331649, Bachelors,13, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, <=50K -43, Private,209894, Some-college,10, Divorced, Other-service, Unmarried, White, Female,0,0,38, United-States, <=50K -44, Private,229954, Assoc-acdm,12, Widowed, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -48, Private,287547, Some-college,10, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -42, Private,184018, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -25, Private,332409, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -33, Local-gov,113364, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -28, State-gov,134813, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,65, United-States, >50K -24, Private,273049, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,42, United-States, <=50K -29, Private,334277, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,45, United-States, <=50K -51, State-gov,196395, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,60, United-States, >50K -47, Private,138069, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -45, Private,358259, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -36, Private,362067, Assoc-voc,11, Separated, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -54, Private,209947, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,42, United-States, <=50K -23, Private,122244, Some-college,10, Never-married, Tech-support, Own-child, White, Female,0,0,40, United-States, <=50K -36, Private,116546, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -44, Private,213934, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,2829,0,42, United-States, <=50K -27, Local-gov,24988, Assoc-voc,11, Never-married, Tech-support, Not-in-family, White, Female,0,1564,72, United-States, >50K -53, Private,157229, Assoc-acdm,12, Married-civ-spouse, Sales, Wife, Asian-Pac-Islander, Female,0,0,40, India, <=50K -30, Private,162442, Some-college,10, Never-married, Craft-repair, Own-child, White, Female,0,0,40, United-States, <=50K -67, Federal-gov,231604, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, >50K -24, Private,187031, Masters,14, Never-married, Sales, Unmarried, Black, Female,0,0,38, United-States, <=50K -33, Private,172714, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -29, Self-emp-not-inc,198286, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -51, Self-emp-not-inc,220001, Bachelors,13, Divorced, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -44, Private,262656, HS-grad,9, Never-married, Other-service, Unmarried, Black, Male,0,0,32, United-States, <=50K -27, Private,203776, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,193815, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -57, Local-gov,173242, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,35, United-States, <=50K -43, Private,108126, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,1762,24, United-States, <=50K -62, Private,199021, HS-grad,9, Married-spouse-absent, Craft-repair, Not-in-family, White, Male,0,0,54, United-States, <=50K -53, Private,92968, Assoc-acdm,12, Separated, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -44, Private,173682, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -44, Local-gov,277533, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -22, Private,90896, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -57, Self-emp-inc,212600, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,40, United-States, >50K -52, Private,261671, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Asian-Pac-Islander, Male,0,0,40, Vietnam, <=50K -66, Private,86321, HS-grad,9, Widowed, Transport-moving, Not-in-family, White, Male,0,0,22, United-States, <=50K -37, Self-emp-not-inc,119992, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,99, United-States, <=50K -33, Private,427812, 9th,5, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, Puerto-Rico, <=50K -34, Private,55849, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,50, United-States, >50K -23, Private,271354, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,1902,50, United-States, >50K -36, Private,131239, HS-grad,9, Never-married, Craft-repair, Other-relative, White, Male,0,0,40, United-States, <=50K -50, State-gov,139157, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,60, United-States, >50K -39, State-gov,305541, HS-grad,9, Never-married, Other-service, Unmarried, White, Female,0,0,55, United-States, <=50K -50, Private,151159, Assoc-voc,11, Married-civ-spouse, Other-service, Husband, White, Male,0,0,55, United-States, <=50K -23, Private,84726, Assoc-acdm,12, Married-civ-spouse, Farming-fishing, Wife, White, Female,0,0,45, Germany, <=50K -47,,175530, 5th-6th,3, Separated,, Own-child, White, Female,0,0,56, Mexico, <=50K -39, Local-gov,364782, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -43, Private,137304, Bachelors,13, Married-civ-spouse, Tech-support, Wife, Black, Female,0,0,40, United-States, >50K -23, Private,197613, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -44, Self-emp-inc,171615, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, >50K -57, Self-emp-not-inc,105824, 11th,7, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,99, United-States, <=50K -47, Local-gov,250745, HS-grad,9, Divorced, Other-service, Own-child, White, Female,0,0,32, United-States, <=50K -28, Private,352451, 7th-8th,4, Separated, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -17, Private,123947, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,15, United-States, <=50K -43, Private,178983, Masters,14, Separated, Sales, Unmarried, White, Female,6497,0,50, United-States, <=50K -47, Private,101299, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -53, Self-emp-inc,124993, 10th,6, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -26, Private,178478, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -46, Private,67001, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -20, Private,97295, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,25, United-States, <=50K -48, Local-gov,169515, Bachelors,13, Divorced, Protective-serv, Not-in-family, Black, Female,0,0,43, United-States, >50K -49, Private,121253, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,0,1564,40, United-States, >50K -52, Federal-gov,35546, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,111635, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,207419, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,60, United-States, <=50K -31, Private,143083, Masters,14, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, >50K -42, Self-emp-not-inc,248094, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -41, Private,170685, Some-college,10, Divorced, Sales, Unmarried, White, Male,0,0,46, United-States, <=50K -46, Private,116143, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,223426, Assoc-voc,11, Never-married, Sales, Not-in-family, White, Male,0,0,65, Canada, >50K -23, Private,370548, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,27, United-States, <=50K -43, Private,245525, Bachelors,13, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,38, United-States, <=50K -41, Private,408229, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,15, United-States, <=50K -29, Local-gov,181434, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,7298,0,40, United-States, >50K -27, Private,213225, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,7298,0,45, England, >50K -24, Private,199915, Bachelors,13, Never-married, Sales, Own-child, White, Female,0,0,35, United-States, <=50K -44, Local-gov,143104, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,38, United-States, >50K -31, Private,874728, HS-grad,9, Never-married, Adm-clerical, Other-relative, Black, Male,0,0,40, United-States, <=50K -43, Private,27661, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -41, Local-gov,216116, HS-grad,9, Divorced, Protective-serv, Unmarried, Black, Female,0,0,40, United-States, >50K -43, Private,193882, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -50, Self-emp-not-inc,98180, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,99999,0,45, United-States, >50K -70, Self-emp-not-inc,92353, 11th,7, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -78, Self-emp-not-inc,184762, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,3471,0,50, United-States, <=50K -21,,148294, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -26, Private,128777, Some-college,10, Never-married, Sales, Other-relative, Black, Female,0,0,40, United-States, <=50K -73, Private,108098, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,32, United-States, <=50K -47, Private,233511, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -39, Private,223792, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -61, Private,43904, HS-grad,9, Divorced, Other-service, Not-in-family, Black, Male,0,0,40, United-States, <=50K -45, Private,239864, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -47, Private,159075, HS-grad,9, Divorced, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -38, Self-emp-not-inc,103474, Bachelors,13, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -21, Private,90896, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,40, United-States, <=50K -46, Private,145290, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -23, Private,155818, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -28, Self-emp-not-inc,35864, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, Other, Male,0,0,70, Iran, >50K -18, Private,394954, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -50, State-gov,34637, 9th,5, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,2002,40, United-States, <=50K -34, Private,38223, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,352105, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Black, Female,0,0,40, United-States, <=50K -53, Private,291096, 1st-4th,2, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -63, Self-emp-not-inc,144391, Bachelors,13, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,20, United-States, <=50K -62, Private,44013, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,134890, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -39, Self-emp-not-inc,497525, 10th,6, Separated, Craft-repair, Not-in-family, Black, Male,0,0,40, United-States, <=50K -28, Private,195520, Some-college,10, Never-married, Transport-moving, Own-child, White, Male,0,0,20, United-States, <=50K -44, Self-emp-not-inc,35166, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,75, United-States, <=50K -26, Private,180514, Bachelors,13, Never-married, Craft-repair, Not-in-family, Black, Male,0,0,40, United-States, <=50K -32, Private,262153, 11th,7, Married-spouse-absent, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -39, Local-gov,91039, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -70,,30140, 9th,5, Never-married,, Unmarried, White, Male,0,0,40, United-States, <=50K -27, Private,125791, Bachelors,13, Never-married, Prof-specialty, Other-relative, White, Female,0,0,15, United-States, <=50K -31, Private,337505, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,40, Japan, <=50K -61, Private,258775, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,4386,0,40, United-States, >50K -32, Private,153152, 10th,6, Married-civ-spouse, Other-service, Husband, White, Male,0,2051,38, United-States, <=50K -21,,120998, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -24, Self-emp-not-inc,434102, 11th,7, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,3, United-States, <=50K -39, Private,342768, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -29, Private,160786, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,46, United-States, <=50K -52, Private,279440, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,5178,0,40, United-States, >50K -26, Self-emp-not-inc,67240, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,35, United-States, <=50K -30, Private,196963, Assoc-acdm,12, Never-married, Tech-support, Own-child, White, Female,0,0,15, United-States, <=50K -70, Private,115239, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,30, United-States, <=50K -29, Private,133937, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,30, United-States, <=50K -32, Private,31714, Some-college,10, Divorced, Adm-clerical, Other-relative, White, Female,4865,0,40, United-States, <=50K -32, Private,347623, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -58, Private,174848, 12th,8, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -75, Self-emp-not-inc,106873, 11th,7, Widowed, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -37, Private,49687, Bachelors,13, Divorced, Craft-repair, Not-in-family, White, Male,0,1980,40, United-States, <=50K -39, Private,256294, HS-grad,9, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,40, United-States, <=50K -66, State-gov,33155, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -46, Private,131939, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -49, Local-gov,95256, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,42, United-States, >50K -32, Private,198901, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,177287, HS-grad,9, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -44, Private,144925, Some-college,10, Divorced, Machine-op-inspct, Not-in-family, White, Male,3325,0,40, United-States, <=50K -42, Private,188243, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, >50K -34, Self-emp-not-inc,198068, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,116960, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -22, Private,172496, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, Poland, <=50K -21,,399449, Some-college,10, Never-married,, Own-child, White, Female,0,0,20, United-States, <=50K -33, Private,251990, HS-grad,9, Separated, Adm-clerical, Not-in-family, Other, Male,0,0,37, United-States, <=50K -54, Federal-gov,28683, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,4386,0,41, United-States, >50K -36, Private,109133, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -36, Private,24504, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -44, Private,201495, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,50, United-States, >50K -49, Private,187634, Bachelors,13, Divorced, Sales, Not-in-family, White, Female,0,0,50, United-States, >50K -40, Private,77391, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -49, Self-emp-not-inc,36601, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Canada, >50K -31, Self-emp-not-inc,197193, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,27, United-States, <=50K -81, Self-emp-not-inc,184762, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,25, Greece, <=50K -40, Private,200671, HS-grad,9, Divorced, Machine-op-inspct, Own-child, Black, Male,0,0,40, United-States, <=50K -47, Private,186539, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,10, United-States, <=50K -39, Private,199816, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, >50K -42, Private,171351, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,119793, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Portugal, >50K -40, Local-gov,38876, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,48, United-States, <=50K -28, Private,145242, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,4386,0,20, United-States, >50K -19,,292774, HS-grad,9, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -32, State-gov,217251, Assoc-voc,11, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,43, United-States, <=50K -35, Private,195253, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -35,,139854, Assoc-acdm,12, Married-civ-spouse,, Husband, White, Male,0,0,15, United-States, <=50K -52, State-gov,145072, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -17, Private,108085, 12th,8, Never-married, Other-service, Own-child, White, Female,0,0,24, United-States, <=50K -23, Private,72055, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -76, Private,82628, 7th-8th,4, Married-civ-spouse, Other-service, Husband, White, Male,0,0,45, United-States, <=50K -41, Self-emp-not-inc,49156, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,30, United-States, <=50K -46, Private,187666, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,55, United-States, <=50K -49, Self-emp-not-inc,225456, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -60, Federal-gov,286253, HS-grad,9, Married-spouse-absent, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -65,,168548, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -62, Private,190384, HS-grad,9, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,37, United-States, <=50K -46, Federal-gov,362835, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, Germany, >50K -50, Private,243322, HS-grad,9, Married-spouse-absent, Transport-moving, Not-in-family, White, Male,0,0,45, United-States, <=50K -39, Private,49105, Assoc-voc,11, Separated, Adm-clerical, Own-child, White, Female,594,0,40, United-States, <=50K -20, Private,72520, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,30, United-States, <=50K -38, Private,200352, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -56, Private,146660, HS-grad,9, Divorced, Handlers-cleaners, Unmarried, White, Male,0,0,10, United-States, <=50K -30, Self-emp-not-inc,247328, Assoc-voc,11, Separated, Sales, Not-in-family, White, Male,0,0,40, Mexico, <=50K -41, Private,304605, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Canada, >50K -29, Private,309778, Bachelors,13, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -43, Private,248476, Bachelors,13, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,60, United-States, <=50K -28, Private,129624, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, Cambodia, <=50K -30, Private,97723, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, >50K -19, Private,143404, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,30, United-States, <=50K -56, Private,127264, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,34, United-States, <=50K -28, Private,179191, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, <=50K -23, Private,230824, Bachelors,13, Never-married, Craft-repair, Not-in-family, White, Male,0,0,35, United-States, <=50K -34, Private,410615, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -43, Private,224998, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,1977,40, United-States, >50K -60, Self-emp-not-inc,54553, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,20, United-States, <=50K -43, Local-gov,225165, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -60, Self-emp-inc,75257, HS-grad,9, Married-civ-spouse, Craft-repair, Wife, White, Female,0,0,40, United-States, <=50K -42, Private,33155, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,85, United-States, <=50K -32, Local-gov,450141, Some-college,10, Divorced, Protective-serv, Not-in-family, White, Male,0,1408,40, United-States, <=50K -31, Private,441949, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, Mexico, >50K -25, Private,131341, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,36, Cuba, <=50K -25, Private,227548, 12th,8, Married-civ-spouse, Other-service, Husband, Black, Male,3103,0,40, United-States, <=50K -41, Self-emp-inc,38876, Assoc-acdm,12, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,1977,50, United-States, >50K -26, Private,143756, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -45, Local-gov,308275, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Black, Male,7688,0,65, United-States, >50K -35, Private,173586, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -21, Private,196074, 9th,5, Never-married, Other-service, Other-relative, White, Male,0,0,40, United-States, <=50K -39, Federal-gov,178877, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -22, Private,285580, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Male,0,0,45, United-States, <=50K -66, Self-emp-not-inc,219220, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,2290,0,40, Germany, <=50K -32, Federal-gov,228696, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Male,0,0,40, Mexico, <=50K -39, Private,185405, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -41, Self-emp-inc,240124, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -26,,96130, HS-grad,9, Never-married,, Not-in-family, White, Male,0,0,40, England, <=50K -31, Private,329172, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -27, Private,147280, 11th,7, Never-married, Other-service, Own-child, Other, Male,0,0,40, United-States, <=50K -34, Private,197252, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -43, State-gov,118544, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -56, Private,183169, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,35, United-States, <=50K -34, Private,205810, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Wife, Black, Female,0,1672,40, United-States, <=50K -23, Private,132556, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -29, Private,438429, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -34, Private,104293, Assoc-acdm,12, Never-married, Tech-support, Unmarried, White, Female,0,0,40, United-States, <=50K -37, Private,506830, Bachelors,13, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -42, Private,56072, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -51, Local-gov,164300, HS-grad,9, Separated, Adm-clerical, Unmarried, White, Female,0,0,40, Puerto-Rico, <=50K -34, Private,274577, HS-grad,9, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -60, Self-emp-not-inc,36568, 9th,5, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,70, United-States, <=50K -41, Private,223548, HS-grad,9, Never-married, Craft-repair, Unmarried, White, Male,0,0,40, Mexico, <=50K -27, Local-gov,478277, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,40, United-States, <=50K -46, Private,254672, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, White, Female,2354,0,40, United-States, <=50K -22, Private,171538, HS-grad,9, Divorced, Other-service, Own-child, White, Female,0,0,35, United-States, <=50K -17,,220302, 10th,6, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -18, Private,87135, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,15, United-States, <=50K -46, Self-emp-not-inc,138626, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -40, Private,179069, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,30, United-States, <=50K -24, Private,88824, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -28, Self-emp-not-inc,159623, Some-college,10, Never-married, Prof-specialty, Own-child, White, Male,0,0,30, United-States, <=50K -67,,350525, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,15, United-States, >50K -53, Self-emp-not-inc,276369, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,99, United-States, <=50K -25, Private,96862, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,65, United-States, <=50K -18, Private,245486, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -64, Local-gov,209899, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,35, United-States, <=50K -45, Private,306122, Bachelors,13, Never-married, Other-service, Not-in-family, Black, Female,0,0,44, United-States, >50K -32, Private,240763, 11th,7, Divorced, Transport-moving, Own-child, Black, Male,0,0,45, United-States, <=50K -30, Private,323069, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,30, United-States, <=50K -35, Private,179579, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,45, United-States, <=50K -46,,162034, Some-college,10, Divorced,, Not-in-family, White, Male,0,0,40, United-States, <=50K -19, Private,291181, HS-grad,9, Never-married, Sales, Other-relative, White, Female,0,0,28, Mexico, <=50K -31, Private,356823, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Female,10520,0,40, United-States, >50K -39, Private,312271, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -33, Private,182714, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -25, Private,184569, HS-grad,9, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,45, United-States, <=50K -55, Private,129762, HS-grad,9, Divorced, Other-service, Other-relative, White, Female,0,0,40, Scotland, <=50K -23, Private,216867, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -45, Self-emp-not-inc,155489, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,65, United-States, <=50K -42, Private,256179, Some-college,10, Married-civ-spouse, Machine-op-inspct, Wife, Black, Female,0,0,48, United-States, >50K -65, Private,51063, 10th,6, Divorced, Other-service, Not-in-family, Black, Male,0,0,64, United-States, <=50K -37, State-gov,164898, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -28, Private,202206, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, Puerto-Rico, <=50K -48, Private,115358, 7th-8th,4, Married-civ-spouse, Priv-house-serv, Wife, Black, Female,0,0,15, United-States, <=50K -43, Local-gov,343068, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,65, United-States, <=50K -44, Private,152908, HS-grad,9, Never-married, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -58, Local-gov,217802, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Black, Male,7688,0,45, United-States, >50K -70, Self-emp-not-inc,380498, Bachelors,13, Widowed, Prof-specialty, Not-in-family, White, Female,0,0,30, United-States, <=50K -28, Local-gov,257124, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,55, United-States, <=50K -46, Local-gov,313635, Prof-school,15, Separated, Prof-specialty, Not-in-family, Black, Male,4650,0,40, United-States, <=50K -33, Private,168906, Some-college,10, Divorced, Other-service, Unmarried, White, Female,0,0,55, United-States, <=50K -35, Local-gov,99146, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,50, United-States, <=50K -18, Private,190325, 11th,7, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -29, Private,272715, 10th,6, Divorced, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -29, Private,118598, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -59, Private,97213, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, >50K -29, Private,39388, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,190916, 11th,7, Divorced, Sales, Other-relative, White, Female,0,0,25, United-States, <=50K -34, Private,61308, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -30, Private,27856, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -54, State-gov,151580, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,40, United-States, >50K -38, Private,248011, 11th,7, Divorced, Transport-moving, Unmarried, White, Male,0,0,55, United-States, <=50K -44, Private,188615, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -30, Private,62932, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Male,0,0,60, United-States, <=50K -28, Private,32510, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,15, United-States, <=50K -60,,155977, Some-college,10, Widowed,, Unmarried, Black, Female,0,0,54, United-States, <=50K -57, Federal-gov,250873, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,257942, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,60, United-States, <=50K -43, Private,334141, 7th-8th,4, Divorced, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -22,,144210, 11th,7, Married-civ-spouse,, Wife, White, Female,0,0,20, United-States, <=50K -34, Private,87535, Doctorate,16, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -46, Private,222011, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -44, Private,33895, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -23, Private,168997, Some-college,10, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -50, Local-gov,163576, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, >50K -72, Private,98035, 7th-8th,4, Married-civ-spouse, Other-service, Husband, White, Male,0,0,20, United-States, <=50K -20,,41356, Assoc-voc,11, Never-married,, Not-in-family, White, Female,0,0,40, United-States, <=50K -24, Private,245361, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -35, Private,109133, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,40,, <=50K -62,,111563, 9th,5, Married-civ-spouse,, Husband, White, Male,0,0,21, United-States, <=50K -75, Self-emp-not-inc,124256, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,2149,35, United-States, <=50K -21,,227521, Some-college,10, Never-married,, Own-child, White, Female,0,0,15, United-States, <=50K -60, Self-emp-not-inc,197060, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,30, United-States, <=50K -18, Private,332125, HS-grad,9, Never-married, Machine-op-inspct, Other-relative, White, Male,2176,0,25, United-States, <=50K -19, Private,348867, HS-grad,9, Never-married, Sales, Other-relative, Black, Female,0,0,15, United-States, <=50K -31, Self-emp-inc,118584, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -36, Self-emp-not-inc,110622, Bachelors,13, Divorced, Sales, Unmarried, Asian-Pac-Islander, Female,0,0,8, South, <=50K -24, Private,43535, Bachelors,13, Never-married, Other-service, Not-in-family, White, Female,0,0,32, United-States, <=50K -62, Private,84784, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, White, Male,0,1741,40, United-States, <=50K -25, Private,266600, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, Black, Male,3137,0,40, United-States, <=50K -28, Private,106935, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -56, Private,265518, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, <=50K -38, Private,289653, Assoc-voc,11, Widowed, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -32, Private,340917, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1848,60,, >50K -41, Private,56651, 12th,8, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,374833, 1st-4th,2, Married-spouse-absent, Farming-fishing, Unmarried, White, Male,0,0,40, Mexico, <=50K -38, Private,210198, HS-grad,9, Never-married, Sales, Unmarried, White, Female,0,0,30, United-States, <=50K -44, Private,240448, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Female,0,0,20, United-States, <=50K -20, Private,206869, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,30, United-States, <=50K -72, Self-emp-inc,149689, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,20051,0,48, United-States, >50K -72, Private,75594, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,2653,0,40, United-States, <=50K -37, Private,110331, Prof-school,15, Married-civ-spouse, Other-service, Wife, White, Female,0,0,60, United-States, >50K -54, Private,353787, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -48, Private,142909, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,54102, Some-college,10, Divorced, Sales, Not-in-family, White, Female,0,0,20, United-States, <=50K -36, Self-emp-inc,339116, Assoc-voc,11, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40,, <=50K -60,,50783, 7th-8th,4, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,415500, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -41, Private,79586, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,60, China, >50K -52, Private,142757, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,56, United-States, >50K -37, Private,91716, HS-grad,9, Divorced, Sales, Unmarried, White, Male,0,0,75, United-States, <=50K -22, Private,376393, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,30, United-States, <=50K -59, Private,129762, Some-college,10, Never-married, Adm-clerical, Unmarried, White, Female,0,0,40, Scotland, <=50K -34, Private,293017, Some-college,10, Never-married, Tech-support, Unmarried, Black, Female,0,0,40, United-States, <=50K -42, Self-emp-not-inc,54583, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,0,30, United-States, <=50K -21, Private,54472, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -22,,129767, Assoc-acdm,12, Never-married,, Own-child, White, Female,0,0,5, United-States, <=50K -40, Private,109217, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, Mexico, <=50K -32, Private,189265, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -32, Private,221680, Bachelors,13, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -46, Private,200947, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,35, Italy, <=50K -21, Private,402136, Some-college,10, Never-married, Exec-managerial, Own-child, White, Female,0,0,20, United-States, <=50K -30, Private,119411, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,40,, <=50K -47, Self-emp-not-inc,136258, Some-college,10, Divorced, Other-service, Not-in-family, White, Male,0,0,30, United-States, <=50K -53, Private,35459, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,47, United-States, >50K -31, Private,157640, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,7688,0,55, United-States, >50K -39, Private,181384, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,20, United-States, <=50K -50, Private,81253, HS-grad,9, Married-civ-spouse, Other-service, Wife, Asian-Pac-Islander, Female,0,0,30, United-States, <=50K -21, Private,152668, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,35, United-States, <=50K -17,,387063, 10th,6, Never-married,, Own-child, White, Female,0,0,20, United-States, <=50K -73,,132256, Bachelors,13, Widowed,, Unmarried, White, Female,0,0,7, United-States, <=50K -39, Private,106964, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,1977,55, United-States, >50K -21,,214238, HS-grad,9, Married-spouse-absent,, Own-child, White, Female,0,0,40, United-States, <=50K -20, Private,218068, Some-college,10, Never-married, Transport-moving, Own-child, White, Male,0,0,23, United-States, <=50K -33, Private,162572, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,60, United-States, <=50K -74, Self-emp-not-inc,160009, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,30, United-States, >50K -25, Private,164488, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -51,,209794, HS-grad,9, Married-civ-spouse,, Wife, White, Female,0,0,3, United-States, >50K -31, Private,119033, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,50, United-States, <=50K -27, Private,311446, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,60, Germany, <=50K -31, Private,128065, 11th,7, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,55, United-States, >50K -48, Private,101016, Masters,14, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -73, Private,33493, HS-grad,9, Widowed, Sales, Not-in-family, White, Female,0,0,3, United-States, <=50K -34, Private,130078, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,7688,0,32,, >50K -30, Private,284826, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -53, Self-emp-not-inc,169112, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, Hungary, >50K -37, Federal-gov,362006, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -19, Private,124906, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,1719,25, United-States, <=50K -53, Private,229247, 12th,8, Married-civ-spouse, Transport-moving, Husband, White, Male,5013,0,45, United-States, <=50K -59, Self-emp-inc,170993, Prof-school,15, Divorced, Prof-specialty, Not-in-family, White, Male,13550,0,40, United-States, >50K -39, Private,157641, Bachelors,13, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -23, Private,224632, Bachelors,13, Never-married, Adm-clerical, Own-child, Black, Female,0,0,38, United-States, <=50K -26, Private,159732, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,2205,43, United-States, <=50K -56, Self-emp-not-inc,221801, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -90, Private,347074, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,1944,12, United-States, <=50K -35, Private,143059, HS-grad,9, Married-civ-spouse, Transport-moving, Wife, White, Female,0,1902,28, United-States, >50K -23, Private,37072, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -52, Private,137815, 9th,5, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -43, Federal-gov,594194, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, >50K -41, Private,284716, HS-grad,9, Separated, Other-service, Unmarried, White, Female,0,0,15, United-States, <=50K -39, Private,202662, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -56, Local-gov,191754, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -31, Private,175985, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, <=50K -69, Private,108196, Bachelors,13, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,25,, <=50K -37, Private,51198, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -26, Self-emp-inc,384276, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -46, Self-emp-not-inc,368355, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -20, Private,221661, 10th,6, Never-married, Sales, Not-in-family, White, Female,0,0,30, Mexico, <=50K -51, Private,108435, Bachelors,13, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, >50K -63,,176827, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,30, United-States, >50K -42, Private,209547, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,5178,0,40, United-States, >50K -29, Private,197565, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,1902,35, United-States, >50K -62, Private,180418, 12th,8, Never-married, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -35, Self-emp-not-inc,45880, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -52, Local-gov,203953, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, Puerto-Rico, >50K -64, Self-emp-not-inc,178748, 1st-4th,2, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Mexico, <=50K -28, Private,203171, Assoc-voc,11, Never-married, Tech-support, Own-child, White, Male,0,0,55, United-States, <=50K -71, Private,132057, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Black, Male,9386,0,50, United-States, >50K -33, Local-gov,40142, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,56, United-States, <=50K -36, Private,224541, 7th-8th,4, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, El-Salvador, <=50K -67, Self-emp-not-inc,221252, Masters,14, Divorced, Sales, Not-in-family, Other, Male,0,0,40, United-States, <=50K -26, Private,133766, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,35, United-States, <=50K -41, Private,244945, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,65, United-States, >50K -35, Private,171393, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -63, Self-emp-not-inc,326903, 1st-4th,2, Married-civ-spouse, Other-service, Husband, White, Male,0,0,25, United-States, <=50K -27, Private,91257, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, El-Salvador, <=50K -41, Private,118001, 11th,7, Never-married, Machine-op-inspct, Not-in-family, Black, Male,0,0,40, United-States, <=50K -30, Private,168906, Some-college,10, Never-married, Adm-clerical, Unmarried, White, Female,0,0,44, United-States, <=50K -27, Private,267912, 10th,6, Never-married, Handlers-cleaners, Unmarried, White, Male,0,0,40, Mexico, <=50K -55, Private,327406, Some-college,10, Divorced, Sales, Not-in-family, White, Male,0,0,65, United-States, >50K -25, Private,141876, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -33, Private,185177, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Private,191807, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,114942, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,43, United-States, >50K -32, Self-emp-inc,204470, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,99, United-States, >50K -50, Private,195844, Doctorate,16, Never-married, Exec-managerial, Not-in-family, White, Male,13550,0,50, United-States, >50K -39, Private,184659, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,224466, Some-college,10, Divorced, Craft-repair, Unmarried, Black, Male,0,0,24, United-States, <=50K -46, Local-gov,149551, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,5013,0,50, United-States, <=50K -53, Private,113522, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -68, Private,116993, Prof-school,15, Widowed, Prof-specialty, Unmarried, White, Male,0,0,60, United-States, >50K -45, Private,277434, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,50, United-States, <=50K -42, Private,167948, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,40, South, >50K -67, Self-emp-inc,273239, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -74, Private,322789, 10th,6, Married-civ-spouse, Protective-serv, Husband, White, Male,0,1411,40, United-States, <=50K -20, Local-gov,240517, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -52, Local-gov,230112, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -21, Local-gov,211385, 11th,7, Never-married, Other-service, Own-child, Black, Male,0,0,25, United-States, <=50K -33, Private,109282, 7th-8th,4, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -32, Private,367904, 10th,6, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,40, Mexico, <=50K -43, Private,34278, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,35, United-States, <=50K -67, Private,221281, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,15, United-States, <=50K -39, Private,179671, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -28, State-gov,106721, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40,, <=50K -27, Private,152951, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -30, Private,315203, 7th-8th,4, Never-married, Other-service, Not-in-family, White, Female,0,0,30, Dominican-Republic, <=50K -44, Private,117728, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -23, Private,192017, Assoc-voc,11, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -17,,186575, 11th,7, Never-married,, Own-child, White, Male,0,0,10, United-States, <=50K -42, Private,120837, HS-grad,9, Divorced, Farming-fishing, Not-in-family, White, Male,0,0,50, United-States, <=50K -39, Self-emp-not-inc,289430, 5th-6th,3, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, Mexico, <=50K -44, Private,304175, Bachelors,13, Divorced, Sales, Not-in-family, White, Male,0,0,40, United-States, >50K -52, Local-gov,251841, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, <=50K -17, Private,33611, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -44, Self-emp-not-inc,38122, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,45, United-States, <=50K -23, Self-emp-not-inc,72143, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -52, Federal-gov,385183, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -58, Private,37345, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,290964, Assoc-voc,11, Married-civ-spouse, Tech-support, Wife, White, Female,0,0,38, United-States, >50K -26, Private,52839, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -33, Self-emp-inc,134737, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,2829,0,70, United-States, <=50K -21, Private,55465, 10th,6, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -48, Private,377401, Some-college,10, Divorced, Sales, Not-in-family, White, Male,0,0,40, United-States, >50K -21, Private,323497, HS-grad,9, Never-married, Other-service, Own-child, Black, Male,0,0,36, United-States, <=50K -21, Private,334693, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,50, United-States, <=50K -41, Self-emp-inc,163215, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,60, United-States, >50K -54, Private,178530, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -38, Private,368256, Assoc-acdm,12, Never-married, Sales, Not-in-family, White, Female,0,0,45, United-States, <=50K -37, Private,191137, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,42, United-States, <=50K -64, Private,212513, Bachelors,13, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -56, Private,147653, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,50, United-States, <=50K -41, Private,173307, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -42, Private,212760, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -53, State-gov,101238, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -37, Private,306868, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,0,0,38, United-States, <=50K -60, Federal-gov,117509, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Private,151835, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, >50K -70, Private,291998, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,20051,0,65, United-States, >50K -44, Private,136986, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -50, Private,201984, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -58, Private,187060, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, Canada, <=50K -46, Private,174928, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,40, Puerto-Rico, <=50K -29, Private,445480, 12th,8, Married-civ-spouse, Machine-op-inspct, Other-relative, White, Male,0,0,40, United-States, <=50K -26, Private,265781, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,60, United-States, <=50K -33, Local-gov,377107, Some-college,10, Separated, Other-service, Own-child, Black, Female,0,0,35, United-States, <=50K -42, Private,347890, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,50, United-States, >50K -24, Private,199336, HS-grad,9, Never-married, Craft-repair, Unmarried, White, Male,0,0,45, United-States, <=50K -17, Private,111593, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,8, United-States, <=50K -35, Private,258657, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -37, Federal-gov,39207, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, >50K -59, Private,159770, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -27, Private,309463, 9th,5, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,10, United-States, <=50K -38, Federal-gov,215419, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,55, Canada, <=50K -47, Self-emp-not-inc,177533, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,251239, 9th,5, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,40, Puerto-Rico, <=50K -40, Federal-gov,134307, Bachelors,13, Divorced, Prof-specialty, Not-in-family, Black, Female,0,1741,40, United-States, <=50K -21, Private,24598, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -36, Self-emp-not-inc,140676, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -46, Private,143542, 11th,7, Widowed, Machine-op-inspct, Other-relative, White, Male,0,0,20, United-States, <=50K -65,,38189, HS-grad,9, Never-married,, Not-in-family, Black, Male,2346,0,40, United-States, <=50K -31, Private,158291, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,118503, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,50, United-States, <=50K -50, Self-emp-not-inc,71609, 10th,6, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -46, Private,203653, Bachelors,13, Divorced, Sales, Other-relative, Black, Male,0,0,40, United-States, <=50K -31, Private,181751, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -36, Private,162358, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,1408,40, United-States, <=50K -66,,231315, Assoc-acdm,12, Widowed,, Unmarried, White, Female,0,0,3, United-States, <=50K -59, Federal-gov,181940, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -30, Private,213226, Bachelors,13, Divorced, Sales, Not-in-family, White, Male,27828,0,40, United-States, >50K -27, Private,452963, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -44, Private,268039, Some-college,10, Divorced, Handlers-cleaners, Other-relative, Black, Male,0,0,40, United-States, <=50K -34, Private,141841, HS-grad,9, Separated, Craft-repair, Own-child, Black, Male,0,0,40, United-States, <=50K -58, Self-emp-not-inc,194733, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, <=50K -36, Private,214008, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -29,,147755, HS-grad,9, Never-married,, Not-in-family, White, Male,0,0,32,, <=50K -42, State-gov,273869, HS-grad,9, Divorced, Protective-serv, Unmarried, White, Female,0,0,40, United-States, <=50K -24, Private,160261, Some-college,10, Never-married, Sales, Not-in-family, Asian-Pac-Islander, Male,0,0,64,, <=50K -25, Private,48029, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -18, Private,163460, Some-college,10, Never-married, Sales, Own-child, Black, Male,0,0,20, United-States, <=50K -55, Private,112529, 5th-6th,3, Never-married, Transport-moving, Not-in-family, Black, Male,0,0,40, United-States, <=50K -55, Private,109075, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,5013,0,48, United-States, <=50K -31, Private,182699, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -33, Private,101867, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -65, Local-gov,382245, HS-grad,9, Widowed, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -18, Private,200290, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,35, United-States, <=50K -23, State-gov,35805, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -22, Private,157541, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,50, United-States, <=50K -61, Local-gov,192085, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,15, United-States, <=50K -40, Private,33795, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,345459, Some-college,10, Never-married, Exec-managerial, Unmarried, Black, Female,0,0,40, United-States, <=50K -25, Private,105520, HS-grad,9, Never-married, Other-service, Own-child, Black, Male,0,0,40, United-States, <=50K -63, Local-gov,114752, Bachelors,13, Widowed, Adm-clerical, Unmarried, Asian-Pac-Islander, Female,0,0,35, Philippines, <=50K -17, Private,98572, 11th,7, Never-married, Sales, Not-in-family, White, Female,0,0,20, United-States, <=50K -54, Self-emp-not-inc,83984, Masters,14, Divorced, Tech-support, Not-in-family, White, Female,0,0,20, United-States, <=50K -45, Local-gov,317846, Assoc-acdm,12, Divorced, Exec-managerial, Unmarried, White, Male,0,0,47, United-States, <=50K -28, State-gov,319027, HS-grad,9, Never-married, Prof-specialty, Not-in-family, Black, Female,0,0,40, United-States, <=50K -24, Private,84319, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -70, Private,298470, Bachelors,13, Widowed, Sales, Not-in-family, White, Male,0,0,30, United-States, <=50K -46, Private,278322, Doctorate,16, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -51, Local-gov,169182, 9th,5, Widowed, Other-service, Not-in-family, White, Female,0,0,45, Cuba, <=50K -58, Private,498267, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -71,,94314, HS-grad,9, Married-civ-spouse,, Wife, White, Female,1173,0,18, United-States, <=50K -26, Private,50053, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,37, United-States, <=50K -38, Private,107302, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,3103,0,40, United-States, >50K -40, Private,110009, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40,, <=50K -45, Private,154174, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -43, Private,147110, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -55, Self-emp-not-inc,141122, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -38, Private,162164, 11th,7, Widowed, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -26,,168095, HS-grad,9, Never-married,, Not-in-family, White, Female,0,0,40, United-States, <=50K -19, Private,134664, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,3781,0,40, United-States, <=50K -66, Private,95644, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -34, Private,198183, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,50, United-States, <=50K -35, Private,538583, 11th,7, Separated, Transport-moving, Not-in-family, Black, Male,0,0,40, United-States, <=50K -47,,308499, HS-grad,9, Divorced,, Unmarried, White, Female,0,0,40, United-States, <=50K -34, Private,108837, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,48, United-States, >50K -55, Private,27227, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,1977,35, United-States, >50K -43, Federal-gov,117022, Assoc-voc,11, Divorced, Handlers-cleaners, Unmarried, Black, Male,0,1726,40, United-States, <=50K -66, Private,133884, HS-grad,9, Widowed, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -42, Private,602513, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -55, Self-emp-inc,114495, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,2415,50, United-States, >50K -43, Private,171087, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,5178,0,40, United-States, >50K -33, Private,53373, 10th,6, Never-married, Other-service, Unmarried, White, Male,0,0,40, United-States, <=50K -18, Private,323810, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,40,, <=50K -50, Private,200325, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Private,322092, HS-grad,9, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -46, Private,209739, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,46, United-States, <=50K -38, Private,589809, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,45, United-States, >50K -45, Self-emp-not-inc,105838, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,35, United-States, <=50K -30, Private,119522, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -56, Private,258579, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -29, Private,123200, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, Other, Male,0,2415,40, Puerto-Rico, >50K -34, Private,275771, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,50, United-States, <=50K -58, Local-gov,33386, Some-college,10, Widowed, Adm-clerical, Other-relative, White, Female,0,0,25, United-States, <=50K -47, Local-gov,101016, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, White, Female,7688,0,40, United-States, >50K -62, Private,217434, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,187229, HS-grad,9, Never-married, Handlers-cleaners, Own-child, Black, Female,0,0,40, United-States, <=50K -49, Private,207772, HS-grad,9, Divorced, Tech-support, Unmarried, White, Male,0,0,40, United-States, <=50K -40, Federal-gov,179717, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,7298,0,50, United-States, >50K -17, Private,260978, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,14, Philippines, <=50K -36, Private,280570, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -73, Private,179001, HS-grad,9, Widowed, Sales, Not-in-family, White, Female,0,0,7, United-States, <=50K -26, State-gov,79089, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,20, United-States, <=50K -63, Private,85420, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,10, United-States, <=50K -21, Local-gov,244074, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,22, United-States, <=50K -49, Self-emp-not-inc,259087, 11th,7, Widowed, Craft-repair, Unmarried, White, Female,0,0,40,, <=50K -20, Private,361138, HS-grad,9, Never-married, Sales, Unmarried, White, Male,0,0,45, United-States, <=50K -40, Private,309311, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,46756, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -55, Federal-gov,272339, HS-grad,9, Widowed, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -39, Private,82521, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -40, Private,103759, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -18, Private,150675, 10th,6, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -42, Private,180096, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,60, United-States, <=50K -49, Private,157991, Some-college,10, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -26, Private,164170, Some-college,10, Never-married, Sales, Other-relative, Asian-Pac-Islander, Female,0,0,35, Philippines, <=50K -18, Private,186946, Some-college,10, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,23, United-States, <=50K -57, Private,201159, Assoc-acdm,12, Widowed, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -35, Self-emp-not-inc,61343, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, White, Male,0,0,40, United-States, <=50K -21, Private,130534, 10th,6, Never-married, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -43, Private,222635, 11th,7, Divorced, Farming-fishing, Not-in-family, White, Male,0,0,80, United-States, <=50K -32, Private,169768, Bachelors,13, Separated, Tech-support, Not-in-family, Black, Male,0,0,40, United-States, <=50K -23, Private,72922, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,30, United-States, <=50K -59, Private,66440, HS-grad,9, Separated, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -50, Private,338836, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1887,36, United-States, >50K -47, Local-gov,122206, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,20, United-States, >50K -36, Private,145704, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -35, State-gov,88215, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, Asian-Pac-Islander, Female,0,0,40, Philippines, >50K -24, Private,114873, HS-grad,9, Never-married, Protective-serv, Not-in-family, Other, Male,0,0,40, United-States, <=50K -22, Private,240063, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -67, Self-emp-not-inc,167015, Bachelors,13, Widowed, Sales, Not-in-family, White, Male,0,0,30, United-States, <=50K -44, Local-gov,354230, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,124827, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,80, United-States, <=50K -24, Private,225739, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -68,,188102, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,8, United-States, >50K -46, Local-gov,349986, Bachelors,13, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -41, Private,112763, HS-grad,9, Divorced, Handlers-cleaners, Own-child, White, Female,2597,0,40, United-States, <=50K -66, Private,242589, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,34, United-States, <=50K -21, Private,366929, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,38, United-States, <=50K -25, Private,154210, 11th,7, Married-spouse-absent, Sales, Own-child, Asian-Pac-Islander, Male,0,0,35, India, <=50K -31, Private,274222, 1st-4th,2, Never-married, Transport-moving, Other-relative, Other, Male,0,0,40, El-Salvador, <=50K -51, State-gov,166459, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -33, Private,36222, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -24, Private,240063, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,20, United-States, <=50K -31, Federal-gov,158847, Assoc-acdm,12, Never-married, Adm-clerical, Own-child, Black, Female,0,0,40, United-States, <=50K -31, Private,203488, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,1977,45, United-States, >50K -54, Private,96062, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Portugal, <=50K -49, Self-emp-not-inc,126077, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,35, United-States, <=50K -59, Private,162580, HS-grad,9, Never-married, Craft-repair, Other-relative, White, Female,0,0,35, United-States, <=50K -76, Self-emp-not-inc,413699, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,28, United-States, <=50K -32, Private,303692, Doctorate,16, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, >50K -47, Self-emp-not-inc,184682, HS-grad,9, Separated, Sales, Unmarried, White, Female,0,0,35, United-States, <=50K -70, Self-emp-inc,217801, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,15, United-States, <=50K -41, Private,306496, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -46, Private,110171, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Italy, <=50K -36, State-gov,89625, HS-grad,9, Never-married, Protective-serv, Other-relative, Asian-Pac-Islander, Female,0,0,40, United-States, <=50K -23,,234108, Some-college,10, Never-married,, Not-in-family, White, Male,0,0,40, United-States, <=50K -44, Private,270147, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,45, United-States, >50K -32, Self-emp-not-inc,195891, HS-grad,9, Never-married, Craft-repair, Unmarried, White, Male,0,0,40, Iran, <=50K -47, Private,131160, Bachelors,13, Divorced, Other-service, Not-in-family, White, Female,99999,0,40, United-States, >50K -56, Private,93211, HS-grad,9, Widowed, Other-service, Unmarried, White, Female,0,0,40, Canada, <=50K -38, Private,181661, Assoc-acdm,12, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,56, United-States, >50K -74, Private,146365, HS-grad,9, Widowed, Other-service, Not-in-family, White, Female,0,0,28, United-States, <=50K -19, Private,219671, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,20, United-States, <=50K -74, Private,203523, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,2653,0,12, United-States, <=50K -22,,268145, HS-grad,9, Never-married,, Not-in-family, White, Female,0,0,40, United-States, <=50K -32, Private,137421, HS-grad,9, Married-spouse-absent, Other-service, Other-relative, Other, Male,0,0,40, Mexico, <=50K -31, Private,302679, 12th,8, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, <=50K -24, Private,421474, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -46, Private,98524, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,40, Canada, >50K -27, Private,282313, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, <=50K -56, Private,157786, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,55, United-States, >50K -40, Private,83508, Bachelors,13, Married-civ-spouse, Tech-support, Wife, White, Female,0,0,20, United-States, <=50K -67, State-gov,167687, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,3456,0,35, United-States, <=50K -45, Self-emp-not-inc,187272, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,0,45, South, <=50K -36, Federal-gov,187089, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -47, Private,167625, Masters,14, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, >50K -61, Private,190955, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,40, United-States, >50K -50, Private,185846, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,3103,0,40, United-States, >50K -43, Private,55764, Some-college,10, Never-married, Handlers-cleaners, Unmarried, Black, Male,0,0,40, United-States, <=50K -69, Private,164110, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,10605,0,50, United-States, >50K -32, Private,117444, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -38, Self-emp-not-inc,164593, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,30,, <=50K -45, Private,22610, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -32, Private,303942, 5th-6th,3, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,48, United-States, <=50K -51, Federal-gov,378126, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,1980,40, United-States, <=50K -38, Self-emp-inc,231491, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -36, Private,69481, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, >50K -42, Private,199018, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -24, Private,255252, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -50, Private,193871, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,38, United-States, <=50K -36, Private,23892, Assoc-acdm,12, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, >50K -31, Private,201156, Some-college,10, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,55, United-States, >50K -33, Private,171468, Some-college,10, Married-civ-spouse, Craft-repair, Wife, White, Female,0,0,40, United-States, <=50K -37, Private,255454, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,7298,0,35, Haiti, >50K -26, Private,207258, Some-college,10, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -43, Self-emp-not-inc,134440, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,99, United-States, <=50K -46, Private,107737, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,193190, HS-grad,9, Never-married, Other-service, Own-child, Black, Female,0,0,40, United-States, <=50K -45, Private,114774, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,0,2258,55, United-States, <=50K -17, Private,507492, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,15, Guatemala, <=50K -23, Private,209955, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,25, Canada, <=50K -36, Private,298635, Bachelors,13, Married-civ-spouse, Other-service, Husband, Other, Male,0,0,40, Iran, >50K -47, Private,175600, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,294592, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,45, United-States, <=50K -39, Private,40955, Prof-school,15, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,45, United-States, >50K -33, Private,268996, Assoc-voc,11, Divorced, Sales, Not-in-family, White, Male,0,0,25, United-States, <=50K -30, Private,175323, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,52, United-States, <=50K -22, Private,125010, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,20, United-States, <=50K -18,,201871, 12th,8, Never-married,, Own-child, White, Male,0,0,7, United-States, <=50K -28, Private,203171, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -40, Private,53774, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,4064,0,12, United-States, <=50K -29, Private,247867, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -28, Private,126135, Some-college,10, Never-married, Farming-fishing, Not-in-family, White, Female,0,0,40, United-States, <=50K -23, Private,82067, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,30, United-States, <=50K -45, Private,224559, 10th,6, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,40, United-States, <=50K -48, Local-gov,127675, Masters,14, Widowed, Prof-specialty, Unmarried, White, Female,0,0,44, United-States, <=50K -47, Private,101825, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -48, Self-emp-not-inc,259412, Prof-school,15, Married-civ-spouse, Sales, Husband, White, Male,0,0,20, United-States, <=50K -25, Private,166977, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,1887,40, United-States, >50K -63, Private,546118, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,35, United-States, >50K -42, Private,110318, HS-grad,9, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -33, Private,175856, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -30, Private,156763, HS-grad,9, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -45, Self-emp-inc,213897, Masters,14, Married-civ-spouse, Sales, Husband, Asian-Pac-Islander, Male,0,1902,40, Hong, >50K -24, Private,44493, Assoc-voc,11, Married-civ-spouse, Craft-repair, Wife, White, Female,0,0,40, United-States, <=50K -34, Private,201156, 11th,7, Never-married, Craft-repair, Not-in-family, White, Female,0,0,30, United-States, <=50K -27, Private,375703, Bachelors,13, Never-married, Adm-clerical, Own-child, Black, Female,0,0,40, United-States, <=50K -31, Private,293594, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Female,0,3770,37, Puerto-Rico, <=50K -44, Local-gov,183850, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,56, United-States, <=50K -27, Private,84433, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, <=50K -62,,296485, Assoc-voc,11, Separated,, Not-in-family, White, Male,0,0,10, United-States, <=50K -28, Private,214026, HS-grad,9, Divorced, Sales, Unmarried, White, Female,0,0,35, United-States, <=50K -40, Local-gov,104235, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,2051,30, United-States, <=50K -42, Private,212894, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,70, United-States, >50K -24, Private,446647, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Male,0,0,15, United-States, <=50K -56, Private,530099, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -27, Private,42850, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40,, <=50K -43, Private,120277, Some-college,10, Divorced, Sales, Unmarried, White, Male,0,0,55, United-States, <=50K -56, Private,146554, HS-grad,9, Separated, Adm-clerical, Other-relative, Black, Female,0,0,40, United-States, <=50K -20, Private,44793, Some-college,10, Never-married, Transport-moving, Not-in-family, White, Male,0,0,60, United-States, <=50K -52, Private,182907, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,55, United-States, <=50K -50, Private,341797, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Canada, >50K -29, Private,226441, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -23, Private,48988, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,50, United-States, <=50K -32, Private,252646, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -27,,214695, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,30, United-States, <=50K -23, Private,189194, Some-college,10, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -28, Private,68021, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -32, Private,117369, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,48, United-States, <=50K -19, Private,340094, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -34, Local-gov,161113, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -23, State-gov,279243, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,38, United-States, <=50K -49, Private,110669, 10th,6, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,32, United-States, <=50K -17, Private,121470, 12th,8, Never-married, Transport-moving, Own-child, White, Male,0,0,10,, <=50K -39, Private,453686, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, >50K -32, Private,281219, Assoc-voc,11, Divorced, Sales, Unmarried, White, Female,0,1380,40, United-States, <=50K -30, Private,235738, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -25, Private,272167, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,30, United-States, <=50K -76,,84737, Bachelors,13, Widowed,, Other-relative, Asian-Pac-Islander, Male,0,0,32, China, <=50K -62, Private,176965, 7th-8th,4, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -61, Private,101701, Bachelors,13, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,20, United-States, <=50K -33, Private,22405, HS-grad,9, Separated, Other-service, Unmarried, Amer-Indian-Eskimo, Female,0,0,72, United-States, <=50K -50, Private,98815, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,46, United-States, >50K -43, Private,195897, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -27, Private,96718, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,39, United-States, <=50K -67, Private,126361, 11th,7, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,9, United-States, >50K -27, State-gov,56365, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,20, China, <=50K -33, Federal-gov,344073, Bachelors,13, Never-married, Protective-serv, Not-in-family, White, Male,0,1408,50, United-States, <=50K -35, Private,306388, HS-grad,9, Divorced, Sales, Unmarried, White, Female,0,0,30, United-States, <=50K -20, Private,143604, Some-college,10, Never-married, Sales, Unmarried, White, Female,0,0,2, United-States, <=50K -26, Private,174592, Bachelors,13, Never-married, Other-service, Own-child, White, Female,0,0,15, United-States, <=50K -45, Self-emp-not-inc,48553, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -23, Private,358355, 5th-6th,3, Married-civ-spouse, Handlers-cleaners, Wife, White, Female,0,0,40, Mexico, <=50K -48, Private,443377, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -28, Local-gov,229656, Masters,14, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,1485,40, United-States, >50K -40, Private,115516, Masters,14, Married-civ-spouse, Other-service, Husband, Asian-Pac-Islander, Male,0,0,40, China, <=50K -62, Private,189665, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,40, United-States, >50K -52, Self-emp-not-inc,105010, Some-college,10, Never-married, Craft-repair, Unmarried, White, Male,0,0,30, United-States, <=50K -50, Private,320510, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -43, Private,175943, HS-grad,9, Married-civ-spouse, Sales, Other-relative, White, Female,0,0,20, United-States, <=50K -44, Private,89172, Masters,14, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -25, Private,281627, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Female,0,1564,30, United-States, >50K -23, State-gov,1117718, Some-college,10, Never-married, Protective-serv, Not-in-family, Black, Male,0,0,30, United-States, <=50K -39, Private,108293, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -26, Private,152035, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -40, Private,38389, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,213902, Some-college,10, Never-married, Other-service, Unmarried, White, Female,0,0,20, United-States, <=50K -22, Local-gov,192812, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,35, United-States, <=50K -35, Private,301911, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,50, Japan, >50K -52, Private,89041, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,99999,0,40, United-States, >50K -37, Private,96483, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Other-relative, Asian-Pac-Islander, Female,5178,0,38, United-States, >50K -25, Private,209970, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,45, United-States, <=50K -27, Private,110622, Bachelors,13, Never-married, Adm-clerical, Not-in-family, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -51, State-gov,250807, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -18, State-gov,391257, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,16, United-States, <=50K -26, Private,135521, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,50, United-States, <=50K -21,,108670, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -42, Private,179533, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -64, Private,250117, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,1902,50, United-States, >50K -34, State-gov,101562, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -70, Self-emp-inc,223275, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,126060, Assoc-voc,11, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,35, United-States, <=50K -52, State-gov,168035, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,45, United-States, <=50K -25, Private,175382, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,45, United-States, <=50K -33, Private,170540, HS-grad,9, Separated, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -18, Private,243240, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,15, United-States, <=50K -51, Self-emp-not-inc,381769, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -35, Private,104545, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,20, United-States, <=50K -61, Private,74040, Bachelors,13, Divorced, Sales, Not-in-family, Asian-Pac-Islander, Female,0,0,30, South, <=50K -41, Federal-gov,275366, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -40, Self-emp-not-inc,194360, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,0,72, United-States, >50K -24, State-gov,334693, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -29, Private,146764, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,35, United-States, <=50K -24,,184975, HS-grad,9, Never-married,, Not-in-family, White, Female,0,0,25, United-States, <=50K -18, Private,336508, 11th,7, Never-married, Adm-clerical, Own-child, White, Female,0,0,15, United-States, <=50K -60, Private,427248, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -35,,186489, 11th,7, Married-civ-spouse,, Husband, White, Male,0,2603,40, United-States, <=50K -28, Private,258364, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -26, Local-gov,214215, 11th,7, Married-civ-spouse, Other-service, Other-relative, White, Male,0,0,50, United-States, <=50K -41, Self-emp-not-inc,49448, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,99999,0,40, United-States, >50K -52, Private,261198, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -45, Self-emp-inc,270535, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,40, United-States, >50K -26, Self-emp-not-inc,218993, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,30, United-States, <=50K -48, Private,155489, Some-college,10, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, >50K -18,,151866, Some-college,10, Never-married,, Own-child, White, Female,0,0,30, United-States, <=50K -47, Private,98828, HS-grad,9, Widowed, Prof-specialty, Unmarried, Other, Female,0,0,35, Puerto-Rico, <=50K -22, Private,233495, 9th,5, Divorced, Priv-house-serv, Not-in-family, White, Female,0,0,40, United-States, <=50K -35, Private,182203, Some-college,10, Divorced, Machine-op-inspct, Unmarried, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -38, Private,33394, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,75, United-States, >50K -19,,171583, Some-college,10, Never-married,, Own-child, White, Male,0,0,30, United-States, <=50K -34, Local-gov,80411, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,161295, Assoc-acdm,12, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, >50K -49,,178341, HS-grad,9, Married-civ-spouse,, Husband, White, Male,7688,0,50, United-States, >50K -38, Private,311523, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, Other, Male,0,0,40, Iran, <=50K -25, Private,315130, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Female,0,0,10, United-States, <=50K -23, Private,67311, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, Canada, <=50K -48, Private,44907, Bachelors,13, Divorced, Tech-support, Not-in-family, White, Female,0,0,45, United-States, <=50K -62, Private,104849, Masters,14, Married-civ-spouse, Adm-clerical, Husband, Asian-Pac-Islander, Male,0,0,40, China, >50K -27, Private,225768, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -24, Private,186666, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -23,,69510, Bachelors,13, Never-married,, Not-in-family, White, Male,0,0,50, United-States, <=50K -59, Private,171242, Bachelors,13, Separated, Exec-managerial, Not-in-family, White, Male,0,0,45, United-States, <=50K -55, Private,197420, HS-grad,9, Never-married, Priv-house-serv, Unmarried, White, Female,0,0,40, Mexico, <=50K -48, Private,224087, 10th,6, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, <=50K -61, Self-emp-not-inc,140141, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -43, Self-emp-not-inc,175943, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Female,0,0,14, United-States, <=50K -46, Local-gov,318259, HS-grad,9, Never-married, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -34, Private,190027, HS-grad,9, Separated, Tech-support, Unmarried, Black, Female,0,0,35, United-States, <=50K -32, Private,233838, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,50, United-States, <=50K -51,,117847, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,99, United-States, <=50K -26, Private,49092, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,30, United-States, <=50K -39, Private,171524, 10th,6, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, Columbia, <=50K -50, Private,237868, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,1887,55, United-States, >50K -51, Self-emp-not-inc,34067, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -43, Self-emp-inc,25005, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,177437, Bachelors,13, Divorced, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -44, Local-gov,185267, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,40, United-States, >50K -40, Private,104397, HS-grad,9, Married-civ-spouse, Sales, Own-child, White, Female,0,0,30, United-States, <=50K -41, Private,33331, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,40, United-States, >50K -48, Private,29128, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,20, United-States, <=50K -57, State-gov,328228, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -21, Private,227411, Assoc-voc,11, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -27, Private,169117, Some-college,10, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,30, United-States, <=50K -27, Private,238267, Some-college,10, Never-married, Other-service, Unmarried, White, Female,0,0,10, United-States, <=50K -31, Private,118551, HS-grad,9, Never-married, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -23, Private,47541, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, <=50K -45, Private,92374, Some-college,10, Never-married, Exec-managerial, Not-in-family, Other, Male,13550,0,60, India, >50K -61, Local-gov,224598, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, Black, Male,0,0,24,, <=50K -32, Private,131568, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,183319, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,43, United-States, >50K -41, Private,309932, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -60, Private,197311, HS-grad,9, Divorced, Priv-house-serv, Unmarried, White, Female,0,0,99, United-States, <=50K -28, Private,292120, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,42, United-States, <=50K -49, Private,117310, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Own-child, White, Female,0,0,38, United-States, <=50K -23, Private,308647, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,0,1887,40, United-States, >50K -30, Private,135785, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -28, Private,179008, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -27, State-gov,205188, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,60, United-States, <=50K -26, Private,193945, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,60, United-States, <=50K -40, State-gov,258589, Masters,14, Never-married, Craft-repair, Not-in-family, White, Male,0,0,80, United-States, <=50K -30, State-gov,107142, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,37, United-States, >50K -42, Private,23157, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -72, Self-emp-not-inc,47203, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,4931,0,70, United-States, <=50K -30, Private,279923, Some-college,10, Never-married, Sales, Not-in-family, Black, Male,0,0,40, United-States, <=50K -51, Private,192386, Assoc-voc,11, Divorced, Craft-repair, Not-in-family, White, Male,6849,0,40, United-States, <=50K -24, Private,188569, Masters,14, Never-married, Exec-managerial, Own-child, White, Female,4787,0,60, United-States, >50K -43, Private,68748, HS-grad,9, Never-married, Craft-repair, Other-relative, White, Male,0,0,40, United-States, <=50K -53, Private,239155, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -45, Private,165346, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Female,0,0,64, United-States, <=50K -21, Private,392082, Some-college,10, Never-married, Adm-clerical, Own-child, Other, Male,0,0,40, United-States, <=50K -36, Private,379522, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,40, Germany, <=50K -34, Private,109917, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -25, Private,109097, 11th,7, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -57, State-gov,202765, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -46, Federal-gov,125892, Masters,14, Married-civ-spouse, Exec-managerial, Other-relative, White, Male,15024,0,40, United-States, >50K -30, Private,119411, HS-grad,9, Divorced, Farming-fishing, Not-in-family, White, Male,0,0,40, United-States, <=50K -31, Private,88231, Bachelors,13, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -42, Private,188561, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -48, Private,191681, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -42, Private,36999, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,3325,0,40, United-States, <=50K -57, Private,161662, HS-grad,9, Married-spouse-absent, Craft-repair, Not-in-family, White, Male,4650,0,40, United-States, <=50K -45, Local-gov,111994, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -27, Private,247711, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,2258,55, United-States, <=50K -41, Private,271282, 11th,7, Divorced, Protective-serv, Not-in-family, White, Female,0,0,20, United-States, <=50K -44, Private,314739, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -39, State-gov,195148, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -18, Private,358121, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,25, United-States, <=50K -31, Private,101266, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,278391, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Male,0,0,50, United-States, <=50K -19, Private,206751, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,30, United-States, <=50K -54, Private,161147, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,2174,0,40, United-States, <=50K -47, Private,301431, Some-college,10, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -17, Private,347000, 12th,8, Never-married, Farming-fishing, Own-child, White, Male,0,0,12, United-States, <=50K -39, State-gov,25806, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,48, China, <=50K -24, Private,181557, HS-grad,9, Never-married, Handlers-cleaners, Own-child, Black, Male,0,0,40, United-States, <=50K -20, Private,20057, Some-college,10, Never-married, Protective-serv, Not-in-family, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -25, Private,190107, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -39, Local-gov,30269, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,44, United-States, >50K -20, Private,117767, Some-college,10, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -44, Private,406734, Masters,14, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -23, Private,236696, Assoc-acdm,12, Never-married, Craft-repair, Own-child, White, Male,0,0,20, Iran, <=50K -24, Private,354691, 12th,8, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -53, Private,199720, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -24, Self-emp-not-inc,31606, Bachelors,13, Married-civ-spouse, Prof-specialty, Other-relative, White, Female,0,0,20, United-States, >50K -45, Federal-gov,133973, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -55, Private,323639, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,74, United-States, >50K -21, Private,225724, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -64, Self-emp-not-inc,144391, Masters,14, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,34173, Bachelors,13, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,20, United-States, <=50K -55, Local-gov,219074, Some-college,10, Divorced, Adm-clerical, Not-in-family, Black, Female,0,0,55, United-States, >50K -21, Private,379525, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,4416,0,24, United-States, <=50K -17, Local-gov,287160, 11th,7, Never-married, Prof-specialty, Own-child, White, Female,0,0,7, United-States, <=50K -27, Private,130386, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -25, Private,409815, Assoc-voc,11, Never-married, Exec-managerial, Not-in-family, Black, Female,0,0,40, United-States, <=50K -38, Private,212143, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,35, United-States, >50K -33,,33404, HS-grad,9, Divorced,, Unmarried, White, Male,0,0,48, United-States, <=50K -52, Private,235567, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -22, Private,306868, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,30, United-States, <=50K -37, Private,353550, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,60, United-States, >50K -37, Private,107302, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,45, United-States, >50K -65, Self-emp-not-inc,169435, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,39, United-States, >50K -28, Private,105817, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -32, Self-emp-not-inc,68879, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -53, Self-emp-not-inc,206288, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,0,35, Vietnam, <=50K -32, Private,187936, 10th,6, Never-married, Craft-repair, Not-in-family, Black, Female,0,0,50, United-States, <=50K -45, Private,226081, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -49, Private,414448, 7th-8th,4, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40,, <=50K -34, Local-gov,79190, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,50, United-States, <=50K -39, Private,34996, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,40, United-States, <=50K -43, Private,318415, Some-college,10, Divorced, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -45,,214800, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,12, United-States, <=50K -35, Private,148334, Some-college,10, Never-married, Adm-clerical, Own-child, Black, Male,0,0,40, United-States, <=50K -41, Self-emp-inc,160120, Doctorate,16, Married-civ-spouse, Sales, Husband, Asian-Pac-Islander, Male,0,0,40, Taiwan, >50K -62, Self-emp-not-inc,285692, Masters,14, Married-spouse-absent, Sales, Not-in-family, White, Female,0,0,20, United-States, <=50K -45, Private,461725, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,104329, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -34, Private,37284, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,154374, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -17, Private,209650, 10th,6, Never-married, Other-service, Own-child, White, Male,0,0,15, United-States, <=50K -18, Private,227529, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -27, Private,249382, HS-grad,9, Divorced, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -20, Private,305781, 11th,7, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -55, Private,147989, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,58, United-States, <=50K -57, Private,207604, 7th-8th,4, Widowed, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Private,367260, Doctorate,16, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,147523, 9th,5, Never-married, Handlers-cleaners, Not-in-family, White, Female,0,0,40, El-Salvador, <=50K -52, Self-emp-not-inc,193116, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,20, Mexico, <=50K -18, Private,50119, 10th,6, Never-married, Other-service, Not-in-family, Black, Male,0,0,20, United-States, <=50K -52, Private,262579, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,45, United-States, <=50K -42, Private,244910, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -48, Private,120902, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -55, Private,217241, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -18, Private,65098, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,30, United-States, <=50K -17, Private,364491, 11th,7, Never-married, Sales, Own-child, White, Male,0,0,22, United-States, <=50K -47, Private,209739, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,72338, HS-grad,9, Never-married, Handlers-cleaners, Own-child, Asian-Pac-Islander, Male,0,0,26, United-States, <=50K -48, Private,215895, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -31, Private,32289, HS-grad,9, Never-married, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -54, Private,209464, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -69, Private,98170, 7th-8th,4, Widowed, Other-service, Not-in-family, White, Female,1086,0,20, United-States, <=50K -40, Private,271665, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,50, United-States, <=50K -25, Private,124111, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,50, United-States, <=50K -82, Self-emp-not-inc,121944, 7th-8th,4, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -48, Self-emp-not-inc,121424, Bachelors,13, Separated, Tech-support, Not-in-family, White, Male,0,0,50, United-States, <=50K -53, State-gov,33795, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -47, Private,150429, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Amer-Indian-Eskimo, Male,0,0,50, United-States, >50K -57, Private,124771, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1740,40, United-States, <=50K -21, Private,204160, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,13, United-States, <=50K -52, Private,243616, 5th-6th,3, Separated, Craft-repair, Unmarried, Black, Female,4101,0,40, United-States, <=50K -45, Private,168556, Some-college,10, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -54, Private,186224, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, >50K -69, Self-emp-not-inc,187332, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,20051,0,45, United-States, >50K -30, Private,113433, Some-college,10, Never-married, Machine-op-inspct, Own-child, Black, Female,0,0,40, United-States, <=50K -37, Private,268598, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, Other, Male,0,0,40, United-States, <=50K -60, Self-emp-inc,137733, 10th,6, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,44, United-States, >50K -55, Private,210318, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -46, Private,106662, Bachelors,13, Separated, Sales, Not-in-family, White, Male,99999,0,55, United-States, >50K -21, Private,162667, HS-grad,9, Married-civ-spouse, Craft-repair, Other-relative, White, Male,0,0,40, Ecuador, <=50K -25, Private,187577, Assoc-acdm,12, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -67, Private,89495, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,1797,0,4, United-States, <=50K -41, Local-gov,247082, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -53, Private,157059, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,50, United-States, <=50K -26, Private,282643, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -68, Self-emp-not-inc,69249, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,10, United-States, >50K -36, Private,131766, Assoc-acdm,12, Never-married, Exec-managerial, Not-in-family, White, Female,3325,0,40, United-States, <=50K -20, Private,163665, Assoc-acdm,12, Never-married, Adm-clerical, Own-child, White, Female,0,0,15, United-States, <=50K -20, Private,165097, Some-college,10, Never-married, Exec-managerial, Other-relative, White, Male,0,2001,40, United-States, <=50K -35, Private,194668, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Male,99999,0,45, United-States, >50K -27, Private,116372, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -29, Private,113635, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -28, Private,162994, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,266803, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,15024,0,50, Canada, >50K -20, Private,230482, 9th,5, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -51, Private,299831, Assoc-voc,11, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -30, Private,172830, Masters,14, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -50, Private,144084, HS-grad,9, Separated, Sales, Unmarried, White, Female,0,0,55, United-States, <=50K -30, Local-gov,295737, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,207685, Bachelors,13, Separated, Prof-specialty, Unmarried, Black, Female,0,0,39, United-States, <=50K -55, Private,161423, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,52, United-States, >50K -53, Self-emp-not-inc,122109, Assoc-acdm,12, Divorced, Sales, Not-in-family, White, Female,0,0,70, United-States, <=50K -45, Private,215892, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Female,0,2824,50, United-States, >50K -45, Private,176517, Assoc-acdm,12, Divorced, Prof-specialty, Unmarried, White, Female,0,0,50, United-States, <=50K -40, Self-emp-not-inc,220821, 7th-8th,4, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,72, United-States, <=50K -73, Local-gov,249043, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,20, Cuba, <=50K -18, Private,58949, 12th,8, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -33, Private,158438, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, >50K -33, Private,154950, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,50, United-States, <=50K -38, Private,200445, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,48, United-States, >50K -65,,224357, Some-college,10, Married-civ-spouse,, Husband, White, Male,2290,0,4, United-States, <=50K -31, Federal-gov,103651, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,45, United-States, >50K -24,,316524, Bachelors,13, Never-married,, Other-relative, White, Female,0,0,40, United-States, <=50K -51, Self-emp-inc,200046, Bachelors,13, Separated, Sales, Unmarried, White, Male,0,2824,40, United-States, >50K -32, Private,193285, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -52, Private,146015, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -41, Self-emp-inc,195096, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -25, Private,221078, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,35, United-States, <=50K -45, Local-gov,186375, Assoc-voc,11, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -61, Self-emp-not-inc,44983, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,20, United-States, <=50K -71, Private,29770, Some-college,10, Widowed, Other-service, Not-in-family, White, Female,0,0,28, United-States, <=50K -63, State-gov,266565, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,27, United-States, <=50K -45, State-gov,235431, HS-grad,9, Separated, Sales, Unmarried, Black, Female,0,0,40, United-States, <=50K -57,,153788, Bachelors,13, Married-civ-spouse,, Wife, White, Female,99999,0,45, United-States, >50K -47, Private,280030, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,52, United-States, <=50K -50, Self-emp-not-inc,158352, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,25, United-States, <=50K -25, Local-gov,109972, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,45, United-States, <=50K -32, Private,278940, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, Black, Female,0,0,40, United-States, <=50K -40, Private,174395, Doctorate,16, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -50, Private,141592, 10th,6, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -54, Private,295525, Some-college,10, Divorced, Protective-serv, Unmarried, White, Female,0,0,40, United-States, <=50K -34, Private,121321, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, >50K -42, Private,198955, 9th,5, Divorced, Machine-op-inspct, Not-in-family, Black, Female,0,0,46, United-States, <=50K -27,,105189, HS-grad,9, Never-married,, Own-child, White, Male,0,0,40, Germany, <=50K -38, Private,186191, HS-grad,9, Divorced, Sales, Not-in-family, White, Male,0,0,60, United-States, <=50K -17, Private,208967, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,24, United-States, <=50K -47, Private,159399, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, >50K -21,,169600, Some-college,10, Married-spouse-absent,, Own-child, White, Female,0,0,35, United-States, <=50K -25, Private,262656, Assoc-acdm,12, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -30, Private,284629, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,182189, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1887,65, United-States, >50K -47, Federal-gov,38819, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,45, United-States, >50K -57, Private,191873, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,125082, HS-grad,9, Never-married, Handlers-cleaners, Own-child, Black, Female,0,0,40, United-States, <=50K -68, Private,67791, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, <=50K -34, State-gov,334744, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,65, United-States, <=50K -35, Private,198841, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -39, Local-gov,218490, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -47, Private,188386, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -47, Private,95661, Some-college,10, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,45, Germany, <=50K -55, Self-emp-not-inc,79011, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, Asian-Pac-Islander, Male,0,0,70, United-States, <=50K -72, Self-emp-not-inc,103368, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,21, United-States, <=50K -32, Private,119176, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,44, United-States, <=50K -28, Private,90928, Assoc-voc,11, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -61, Self-emp-inc,218009, Prof-school,15, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,35, United-States, <=50K -44, Self-emp-not-inc,460259, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -35, Local-gov,405284, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,35, United-States, >50K -48, Self-emp-not-inc,26502, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -49, Federal-gov,157569, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,46, United-States, <=50K -32, Private,252168, Some-college,10, Never-married, Other-service, Not-in-family, Black, Male,0,0,35, United-States, <=50K -26, Federal-gov,269353, Assoc-voc,11, Never-married, Adm-clerical, Not-in-family, Other, Male,0,0,55, United-States, <=50K -56, Self-emp-not-inc,52822, Bachelors,13, Divorced, Farming-fishing, Not-in-family, White, Male,0,0,30, United-States, <=50K -71,,365996, HS-grad,9, Widowed,, Unmarried, White, Female,6612,0,42, United-States, >50K -24, State-gov,147548, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,20, United-States, <=50K -42, Local-gov,216411, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,35, Puerto-Rico, >50K -37, State-gov,122493, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,55, United-States, >50K -57, Private,41680, Some-college,10, Divorced, Tech-support, Not-in-family, Black, Female,0,0,40, United-States, <=50K -48, Local-gov,100818, Bachelors,13, Separated, Prof-specialty, Unmarried, White, Female,7443,0,45, United-States, <=50K -39, Private,30056, Some-college,10, Divorced, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -20, Self-emp-inc,83141, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -46, Private,178768, HS-grad,9, Divorced, Tech-support, Not-in-family, White, Female,0,0,20, United-States, <=50K -68, Self-emp-not-inc,376957, 5th-6th,3, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,6, United-States, <=50K -33, Private,194740, 12th,8, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -35, Self-emp-not-inc,160728, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -62,,198170, Masters,14, Married-civ-spouse,, Husband, White, Male,0,0,4, United-States, <=50K -20, Private,200967, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,30, United-States, <=50K -42, State-gov,116493, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,52, United-States, <=50K -64,,117349, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,24, United-States, <=50K -42, Private,188615, Some-college,10, Separated, Prof-specialty, Not-in-family, White, Male,0,2231,50, Canada, >50K -47, Private,849067, 12th,8, Divorced, Handlers-cleaners, Not-in-family, Black, Male,0,0,40, United-States, <=50K -40, Private,193459, Assoc-acdm,12, Separated, Machine-op-inspct, Not-in-family, White, Male,0,0,40, Outlying-US(Guam-USVI-etc), <=50K -51, State-gov,177487, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -26, Private,151971, Some-college,10, Never-married, Handlers-cleaners, Unmarried, White, Male,0,0,35, United-States, <=50K -32, Self-emp-inc,169152, Assoc-voc,11, Divorced, Exec-managerial, Not-in-family, White, Female,10520,0,80, Greece, >50K -59, Private,108929, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -36, Private,290861, 11th,7, Married-spouse-absent, Craft-repair, Not-in-family, Black, Male,0,0,40, United-States, <=50K -38, Self-emp-not-inc,168826, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, <=50K -45, Private,216414, Masters,14, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,50, United-States, >50K -38, Private,324053, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -55, State-gov,197399, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -46, Private,138069, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -59, Private,184553, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,45, United-States, <=50K -31, Private,328734, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,30, United-States, <=50K -29, Private,336167, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, Black, Female,0,0,30, United-States, <=50K -34, Private,195748, Assoc-acdm,12, Never-married, Adm-clerical, Own-child, Black, Female,0,0,38, United-States, <=50K -53, Private,590941, Doctorate,16, Never-married, Prof-specialty, Unmarried, White, Female,0,1408,40, United-States, <=50K -43, Private,211580, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -52,,73117, HS-grad,9, Divorced,, Unmarried, White, Female,0,0,38, United-States, <=50K -45, Private,166863, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,141350, HS-grad,9, Never-married, Protective-serv, Not-in-family, White, Male,0,0,50, United-States, <=50K -28, Private,133937, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,15024,0,55, United-States, >50K -44, Private,282192, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,0,60, United-States, <=50K -32, Private,237582, Assoc-voc,11, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,38, United-States, <=50K -29, Private,262758, Assoc-acdm,12, Never-married, Other-service, Unmarried, Black, Male,0,625,60, United-States, <=50K -48, Self-emp-inc,188694, Doctorate,16, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -40, Local-gov,104196, 12th,8, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,172232, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -29, Self-emp-not-inc,103432, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -65, Private,183544, 9th,5, Widowed, Sales, Not-in-family, White, Female,0,0,38, United-States, <=50K -41, Private,276289, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Black, Male,0,0,60,, <=50K -58, Private,111209, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,45, United-States, <=50K -30, Private,176862, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -55, Private,201229, Bachelors,13, Divorced, Sales, Not-in-family, White, Female,0,0,8, United-States, <=50K -42, Private,186689, HS-grad,9, Married-civ-spouse, Other-service, Wife, Black, Female,0,0,60, United-States, <=50K -31, Private,177675, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -38, Federal-gov,337505, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, Asian-Pac-Islander, Male,0,0,40, Philippines, >50K -53, Private,156148, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -50, Self-emp-inc,209642, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,99999,0,55, United-States, >50K -62, Private,159474, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, <=50K -37, Private,75073, Some-college,10, Never-married, Craft-repair, Not-in-family, Black, Male,0,0,40, United-States, <=50K -56, Self-emp-not-inc,121362, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,15024,0,40, United-States, >50K -21, Private,321369, 10th,6, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -43,,49665, HS-grad,9, Divorced,, Not-in-family, Amer-Indian-Eskimo, Male,0,0,45, United-States, <=50K -44, Private,219155, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -48, Private,329144, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,60, United-States, >50K -40, Local-gov,161475, HS-grad,9, Married-civ-spouse, Protective-serv, Wife, Black, Female,0,0,75, United-States, <=50K -70, Self-emp-inc,99554, Bachelors,13, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -40, Private,277488, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -27, Local-gov,286352, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,35, United-States, <=50K -26, Private,109457, 10th,6, Married-civ-spouse, Craft-repair, Other-relative, White, Male,0,0,48, United-States, <=50K -33, Private,236304, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,60, United-States, >50K -35, Private,399601, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -42, State-gov,396758, Some-college,10, Divorced, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -37, Private,21798, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -21,,278130, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -17, Private,192173, 9th,5, Never-married, Craft-repair, Other-relative, White, Male,0,0,40, United-States, <=50K -40, Private,43546, Some-college,10, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,48, United-States, <=50K -20, Private,87546, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -69, Private,135891, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,7, United-States, >50K -32, Private,312923, 5th-6th,3, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Mexico, <=50K -21, Private,33432, Some-college,10, Never-married, Prof-specialty, Own-child, White, Female,0,0,8, United-States, <=50K -25, Private,270379, HS-grad,9, Never-married, Tech-support, Other-relative, Black, Female,0,0,35, United-States, <=50K -17, Private,134829, 11th,7, Never-married, Other-service, Own-child, White, Male,2176,0,20, United-States, <=50K -40, Federal-gov,155106, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,55, United-States, >50K -19,,145989, Some-college,10, Never-married,, Own-child, White, Male,0,0,45, United-States, <=50K -50, Local-gov,270221, Some-college,10, Divorced, Adm-clerical, Own-child, White, Male,0,0,43, United-States, >50K -24, Private,123226, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -23, Private,154641, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -73, Private,145570, 7th-8th,4, Married-civ-spouse, Sales, Husband, White, Male,0,0,35, United-States, >50K -54, Private,229983, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,36, United-States, <=50K -68, Self-emp-not-inc,140892, Masters,14, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,15, United-States, <=50K -45, Local-gov,278303, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -66, Private,127139, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -32, Self-emp-not-inc,360689, 11th,7, Divorced, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -24, Private,19513, HS-grad,9, Never-married, Sales, Own-child, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -56, Private,50490, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -50, Self-emp-not-inc,34067, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, >50K -48, Private,359808, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, >50K -28, Private,105422, Some-college,10, Never-married, Transport-moving, Not-in-family, White, Male,0,0,50, United-States, <=50K -49, Private,28171, HS-grad,9, Divorced, Tech-support, Not-in-family, White, Male,4787,0,40, United-States, >50K -59, State-gov,49230, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -24, Private,165107, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -20, Private,112706, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,39, United-States, <=50K -56, Private,28297, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -53, Private,104748, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, <=50K -21, Private,129137, HS-grad,9, Never-married, Other-service, Other-relative, White, Female,1055,0,35, United-States, <=50K -30, Private,298871, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,1887,45, Iran, >50K -30, Local-gov,229716, Some-college,10, Separated, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -31, Self-emp-inc,113752, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -32, Self-emp-not-inc,198739, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -42, Local-gov,277256, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -31, Private,114937, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -57, Private,206206, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -19, Private,197861, 12th,8, Never-married, Craft-repair, Own-child, White, Male,0,0,15, United-States, <=50K -19, Private,38925, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -26, Private,34309, Assoc-voc,11, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,45, United-States, <=50K -24, Private,219122, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,20, Italy, <=50K -41, Self-emp-not-inc,51494, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -55, Private,173422, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -20,,116773, Some-college,10, Never-married,, Own-child, White, Male,0,0,40,, <=50K -33, Private,252340, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -25, Private,213799, Assoc-voc,11, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,35, United-States, <=50K -32, Local-gov,110100, Assoc-voc,11, Divorced, Prof-specialty, Unmarried, Black, Female,0,0,40, United-States, <=50K -53, Private,146325, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -37, Private,383352, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,38, United-States, <=50K -33, Private,369258, Bachelors,13, Never-married, Handlers-cleaners, Other-relative, White, Female,0,0,40, Mexico, <=50K -49, Private,239865, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,50, United-States, >50K -52, Private,200783, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,60, United-States, <=50K -40, Private,243580, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,44, United-States, >50K -36, Private,132563, Prof-school,15, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,15, United-States, >50K -41, Self-emp-not-inc,390369, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,58, United-States, >50K -25, Private,403788, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, Black, Male,0,0,36, United-States, <=50K -26, State-gov,68346, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,10,, <=50K -59, Private,136413, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -56, Federal-gov,208791, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,50, United-States, <=50K -21, Private,572285, HS-grad,9, Never-married, Other-service, Other-relative, White, Female,0,0,20, United-States, <=50K -45, Private,90992, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,70, United-States, <=50K -18, Private,156056, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,12, United-States, <=50K -20, Private,194102, Some-college,10, Never-married, Prof-specialty, Other-relative, White, Male,0,0,12, United-States, <=50K -42, Private,149102, Assoc-acdm,12, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,45, United-States, <=50K -41, Private,40151, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -40, Private,356934, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1902,45, United-States, >50K -28, Federal-gov,72514, Some-college,10, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,72, United-States, <=50K -47, Local-gov,174126, HS-grad,9, Widowed, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -31, Private,324386, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -56, Private,159544, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -34, Private,114691, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -49, Private,222829, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,42, United-States, >50K -63, Private,298699, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -38, Private,216845, 5th-6th,3, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,48, Mexico, <=50K -44, Private,321824, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,20, United-States, <=50K -56, Private,97541, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,1977,40, United-States, >50K -30, Private,329425, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -38, Self-emp-inc,148287, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -51, Local-gov,251346, 9th,5, Married-civ-spouse, Other-service, Wife, White, Female,0,0,38, Puerto-Rico, <=50K -30, Private,143766, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -56, Private,49647, Assoc-voc,11, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,70, United-States, <=50K -50, Private,233363, 11th,7, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -54, Local-gov,180427, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -46, Private,30111, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,40, United-States, >50K -27, Private,360527, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -46, Private,135803, Bachelors,13, Never-married, Exec-managerial, Not-in-family, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -60, Federal-gov,608441, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, <=50K -42, Local-gov,720428, Some-college,10, Married-civ-spouse, Protective-serv, Husband, Black, Male,0,0,40, United-States, >50K -36, Private,269784, 10th,6, Separated, Handlers-cleaners, Unmarried, White, Female,0,0,40, United-States, <=50K -30, Private,423311, HS-grad,9, Married-AF-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, <=50K -43, Private,343591, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, <=50K -29, Private,37088, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -45,,154430, Some-college,10, Divorced,, Not-in-family, White, Female,0,0,35, United-States, <=50K -22, Private,113588, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,1741,30, United-States, <=50K -46, Private,190072, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,272132, Prof-school,15, Married-spouse-absent, Prof-specialty, Not-in-family, White, Female,0,0,65,, <=50K -44, Federal-gov,32000, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -30, Self-emp-inc,164190, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,2258,45, United-States, <=50K -17, Private,233781, 11th,7, Never-married, Other-service, Own-child, Black, Male,0,0,18, United-States, <=50K -23, Private,401762, 11th,7, Never-married, Craft-repair, Not-in-family, White, Female,0,0,40, United-States, <=50K -34, Self-emp-not-inc,169186, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -33, Private,164309, 11th,7, Separated, Exec-managerial, Unmarried, White, Female,0,0,30, United-States, <=50K -24, Private,170800, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Female,0,0,37, United-States, <=50K -32, Private,37232, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,373403, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -44, Private,192014, Bachelors,13, Separated, Exec-managerial, Not-in-family, White, Male,0,0,38, United-States, <=50K -48, Self-emp-not-inc,172034, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -36, Local-gov,322770, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, Black, Male,0,1887,40, Jamaica, >50K -39, Private,269168, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,45, China, >50K -34, Private,302570, HS-grad,9, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,36, United-States, <=50K -35, Private,103710, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -30, Self-emp-not-inc,113364, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,30, United-States, <=50K -33, Private,121966, HS-grad,9, Never-married, Tech-support, Not-in-family, White, Female,0,0,50, United-States, <=50K -35, Private,416745, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40,, >50K -30, Local-gov,154548, Masters,14, Divorced, Prof-specialty, Unmarried, White, Female,0,0,65, United-States, <=50K -45, Private,188794, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -37, Private,156266, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -61,,270599, 1st-4th,2, Widowed,, Not-in-family, White, Female,0,0,18, Mexico, <=50K -36, Private,19914, Some-college,10, Never-married, Adm-clerical, Own-child, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -31, Private,246439, Assoc-acdm,12, Never-married, Tech-support, Own-child, White, Male,0,0,45, United-States, <=50K -38, Private,101833, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,3103,0,40, United-States, >50K -32, Private,177695, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, Asian-Pac-Islander, Male,0,0,45, India, <=50K -23, Private,167868, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,24, United-States, <=50K -22, Private,82561, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -38, Self-emp-not-inc,31848, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -45,,117310, HS-grad,9, Divorced,, Not-in-family, White, Female,0,0,40, United-States, <=50K -40, Private,355918, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -38, Private,49115, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -29, Private,102875, 11th,7, Married-civ-spouse, Handlers-cleaners, Own-child, Black, Male,0,0,20, United-States, <=50K -67,,194456, Masters,14, Married-civ-spouse,, Husband, White, Male,0,0,10, United-States, <=50K -52, Self-emp-not-inc,284648, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,99, United-States, >50K -52, Self-emp-not-inc,73134, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -44, Private,172600, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,10520,0,50, United-States, >50K -61,,244856, Bachelors,13, Married-civ-spouse,, Husband, White, Male,4386,0,40, United-States, >50K -25, Private,184303, 7th-8th,4, Never-married, Priv-house-serv, Other-relative, White, Female,0,0,40, Guatemala, <=50K -25, State-gov,154610, Bachelors,13, Married-spouse-absent, Handlers-cleaners, Not-in-family, White, Female,0,1719,15, United-States, <=50K -33, Private,260560, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -56, Private,360770, 1st-4th,2, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, Dominican-Republic, <=50K -24, Private,315877, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,25, United-States, <=50K -58, Private,128258, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,24, United-States, <=50K -33, Private,179336, Masters,14, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -20, Self-emp-inc,168165, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -55, Private,109015, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Female,0,1876,40, United-States, <=50K -22, Private,89154, 1st-4th,2, Never-married, Other-service, Other-relative, White, Male,0,0,40, El-Salvador, <=50K -30,,260954, 7th-8th,4, Never-married,, Not-in-family, White, Male,0,0,40, United-States, <=50K -38, Private,85399, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -19, Private,240841, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,50, United-States, <=50K -20, Private,119742, HS-grad,9, Never-married, Prof-specialty, Own-child, White, Female,0,0,35, United-States, <=50K -24, Private,30656, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,24, United-States, <=50K -30, Local-gov,263561, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -25, Private,108838, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -21, Private,259351, HS-grad,9, Never-married, Other-service, Other-relative, Amer-Indian-Eskimo, Male,0,0,40, Mexico, <=50K -42, Private,159449, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -53, Self-emp-not-inc,195322, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,30, United-States, <=50K -38, Self-emp-not-inc,179481, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -40, State-gov,195388, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,123429, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -36, Federal-gov,116580, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,45, United-States, >50K -21, Private,270043, Some-college,10, Never-married, Tech-support, Own-child, White, Female,0,0,25, United-States, <=50K -49, Self-emp-not-inc,232586, Bachelors,13, Divorced, Farming-fishing, Not-in-family, White, Male,0,0,65, United-States, <=50K -52, Private,164519, HS-grad,9, Widowed, Adm-clerical, Other-relative, Black, Female,0,0,40, United-States, <=50K -33, Self-emp-not-inc,141118, Prof-school,15, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,55, United-States, >50K -27, Private,177955, Bachelors,13, Never-married, Tech-support, Own-child, White, Female,0,0,40, Mexico, <=50K -45, Local-gov,149337, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, Italy, >50K -45, Private,68896, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,48,, <=50K -27, Private,22422, Some-college,10, Never-married, Sales, Other-relative, White, Male,0,0,40, United-States, <=50K -41, Private,215453, 1st-4th,2, Married-civ-spouse, Other-service, Husband, White, Male,0,0,43, Mexico, <=50K -30, Local-gov,170772, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,36011, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,2057,45, United-States, <=50K -35, Private,133839, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, >50K -48, Federal-gov,50567, Some-college,10, Married-spouse-absent, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -42, Self-emp-inc,203233, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,99, United-States, >50K -46, Private,187510, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -24, Federal-gov,290625, Some-college,10, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,41, United-States, <=50K -39, Private,127573, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,30, United-States, >50K -27, Private,50316, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -41, Private,169473, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -46, Private,25894, Doctorate,16, Divorced, Prof-specialty, Not-in-family, Asian-Pac-Islander, Male,0,0,40, India, >50K -44, Private,106900, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -43, Private,157473, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Wife, White, Female,0,0,48, United-States, >50K -31, Private,122612, Masters,14, Married-civ-spouse, Sales, Wife, Asian-Pac-Islander, Female,0,0,25, Japan, >50K -17, Private,132187, 10th,6, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,15, United-States, <=50K -25,,52151, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,2, United-States, <=50K -31, Private,212705, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -38, Private,436361, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,1977,20, United-States, >50K -38, Private,184456, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,50, Greece, <=50K -69, Local-gov,142297, 10th,6, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,17, United-States, <=50K -60, Federal-gov,54701, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -34, Private,245211, Masters,14, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Poland, >50K -50, Private,98975, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,15024,0,40, United-States, >50K -31, Private,463601, HS-grad,9, Never-married, Handlers-cleaners, Other-relative, Black, Male,0,0,40, United-States, <=50K -26, Private,297991, Bachelors,13, Married-civ-spouse, Sales, Not-in-family, Asian-Pac-Islander, Female,0,1977,75, Cambodia, >50K -36, Private,196554, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,15024,0,40, United-States, >50K -23, Private,113511, HS-grad,9, Never-married, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -17, Private,152710, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -30, Private,147171, Some-college,10, Married-civ-spouse, Other-service, Wife, Asian-Pac-Islander, Female,0,0,40, Trinadad&Tobago, <=50K -54, Private,52724, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -35, Private,177482, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -58, Private,219537, 7th-8th,4, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -33, Private,350106, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,34, United-States, <=50K -30, Private,197947, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, Puerto-Rico, <=50K -21, Private,253583, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,45, United-States, <=50K -26, Private,58751, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Other-relative, White, Male,0,0,40, United-States, <=50K -29, Private,206889, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -45, Private,151399, 12th,8, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, <=50K -40, Local-gov,50563, Masters,14, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,55, United-States, >50K -31, Private,63861, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,34, United-States, <=50K -47, Private,165517, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -59,,43103, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -21,,123983, Some-college,10, Never-married,, Own-child, Other, Male,0,0,20, United-States, <=50K -45, Self-emp-not-inc,32172, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,70, United-States, <=50K -30, Private,192644, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -52, Self-emp-inc,230919, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -68, Private,115772, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, Scotland, <=50K -66, Self-emp-not-inc,51687, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,20, United-States, <=50K -26, Private,191803, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -43, Private,170721, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -20,,132053, HS-grad,9, Never-married,, Not-in-family, White, Female,0,0,40, United-States, <=50K -36, Private,170842, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,35, United-States, <=50K -22,,51973, Some-college,10, Never-married,, Own-child, White, Female,0,0,30, United-States, <=50K -21,,72621, Some-college,10, Never-married,, Own-child, White, Male,0,0,45, United-States, <=50K -20, State-gov,205895, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,10, United-States, <=50K -53, Self-emp-inc,99185, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,80, Greece, <=50K -30, Private,149726, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,7688,0,40, United-States, >50K -38, Private,372525, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,45, United-States, >50K -21, Private,165107, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -47, Local-gov,273767, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, <=50K -61, Private,227266, HS-grad,9, Divorced, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -49, Federal-gov,89334, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -44, Private,199202, Masters,14, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,50, United-States, <=50K -23, Private,326587, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -49, Self-emp-not-inc,144351, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,25, United-States, <=50K -56, Federal-gov,119254, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -62, Private,193881, Masters,14, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,35, United-States, <=50K -77, Private,271000, HS-grad,9, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, >50K -17,,74685, 10th,6, Never-married,, Own-child, White, Male,0,0,20, United-States, <=50K -34, Private,123291, 10th,6, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,40, United-States, <=50K -33, Local-gov,557359, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,0,0,40, United-States, <=50K -25, Private,197403, Assoc-voc,11, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -33, Private,184245, 9th,5, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, Columbia, <=50K -21, Private,92898, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -51, Private,105788, 5th-6th,3, Separated, Other-service, Unmarried, Black, Female,0,0,40, Scotland, <=50K -22,,205940, HS-grad,9, Never-married,, Own-child, White, Female,0,0,30, United-States, <=50K -45, Private,212120, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,40, United-States, >50K -35, Private,351772, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,45, United-States, >50K -33, Private,309582, Some-college,10, Married-civ-spouse, Transport-moving, Husband, Black, Male,7298,0,50, United-States, >50K -28, Private,244650, HS-grad,9, Never-married, Machine-op-inspct, Own-child, Black, Female,0,1602,25, United-States, <=50K -58, Self-emp-not-inc,290670, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -64, Self-emp-not-inc,167877, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -37, Private,454024, HS-grad,9, Married-civ-spouse, Other-service, Other-relative, Black, Female,0,0,35, United-States, <=50K -28, Private,125531, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -22, Private,220603, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,25, United-States, <=50K -59, Private,180645, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -35, Private,98725, 10th,6, Divorced, Handlers-cleaners, Unmarried, White, Female,0,0,60, United-States, <=50K -46, Private,431515, Bachelors,13, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -31, Private,122612, Bachelors,13, Never-married, Adm-clerical, Not-in-family, Asian-Pac-Islander, Female,0,0,40, South, <=50K -23, Federal-gov,190290, HS-grad,9, Never-married, Armed-Forces, Own-child, White, Male,0,0,40, United-States, <=50K -76, Private,174839, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,9386,0,25, United-States, >50K -46, Federal-gov,83610, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -50, Private,273534, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,30, United-States, <=50K -26, Private,383885, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,5013,0,50, United-States, <=50K -19, Private,188618, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,24, United-States, <=50K -35, Private,95653, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,56, United-States, <=50K -61, Private,204908, 11th,7, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,36, United-States, <=50K -41, Private,221172, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -31, Private,97723, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,40, United-States, >50K -32, Private,200401, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, Columbia, <=50K -41, State-gov,205153, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -38, Private,170174, HS-grad,9, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,60, United-States, <=50K -58, Federal-gov,26947, Bachelors,13, Widowed, Prof-specialty, Unmarried, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -17,,154938, 11th,7, Never-married,, Own-child, White, Male,0,0,20, United-States, <=50K -62, Private,125832, 9th,5, Widowed, Machine-op-inspct, Not-in-family, White, Female,0,0,35, United-States, <=50K -25, Self-emp-not-inc,150361, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -34, Local-gov,113183, Masters,14, Divorced, Prof-specialty, Not-in-family, Other, Female,0,0,40, United-States, <=50K -23, Private,39551, Assoc-acdm,12, Never-married, Sales, Own-child, White, Female,0,0,12, United-States, <=50K -18,,62854, 11th,7, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -61,,31285, 7th-8th,4, Separated,, Not-in-family, White, Male,0,0,40, United-States, <=50K -36, Private,199217, HS-grad,9, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,40, Mexico, <=50K -47, Local-gov,40690, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -46, Private,315671, 7th-8th,4, Married-civ-spouse, Sales, Wife, White, Female,0,0,30, United-States, <=50K -23, Private,180339, HS-grad,9, Separated, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -28, Private,119545, Bachelors,13, Separated, Sales, Not-in-family, White, Male,0,0,42, United-States, <=50K -23, Private,195508, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -31, Private,364657, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,45, United-States, >50K -49, Federal-gov,168598, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, Black, Female,0,0,40, United-States, >50K -33, Private,178683, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,5013,0,40, United-States, <=50K -27, Private,123116, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,2057,49, United-States, <=50K -33, Private,251117, 5th-6th,3, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Mexico, <=50K -35, Local-gov,42893, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,5721,0,40, United-States, <=50K -19, Private,386492, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,16, United-States, <=50K -31, Private,249869, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -55, Private,116219, Some-college,10, Divorced, Other-service, Not-in-family, Black, Female,0,0,40, United-States, <=50K -33, Private,168981, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -67,,137894, Bachelors,13, Widowed,, Not-in-family, White, Female,0,0,16, United-States, >50K -19, State-gov,139091, Some-college,10, Never-married, Other-service, Own-child, Black, Male,0,0,35, United-States, <=50K -25, Private,219199, 11th,7, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -38, Private,191455, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,10, United-States, <=50K -39, Private,325374, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,40, United-States, >50K -77,,180425, Masters,14, Married-civ-spouse,, Husband, White, Male,0,0,25, United-States, <=50K -43, Private,149871, HS-grad,9, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -30, Private,342730, HS-grad,9, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,35, United-States, <=50K -41, Private,252392, 9th,5, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Mexico, <=50K -60, Private,193864, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Self-emp-inc,139364, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,15024,0,35, United-States, >50K -20, Private,253612, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,30, United-States, <=50K -34, Private,287168, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Male,0,0,40, United-States, <=50K -17, Private,364952, 10th,6, Married-spouse-absent, Other-service, Other-relative, White, Male,0,0,40, United-States, <=50K -45, Private,82797, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -31, Private,100135, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -54, Local-gov,287831, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, Black, Female,0,0,55, United-States, >50K -41, Self-emp-not-inc,140108, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,30, United-States, <=50K -19, Private,180917, HS-grad,9, Never-married, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -51, Private,29036, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -42, Self-emp-not-inc,221581, HS-grad,9, Married-spouse-absent, Craft-repair, Not-in-family, White, Female,0,0,40, United-States, <=50K -63, Local-gov,382882, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,237091, HS-grad,9, Married-civ-spouse, Priv-house-serv, Other-relative, White, Female,0,0,20, Columbia, <=50K -19, Private,134252, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,15, United-States, <=50K -29, Private,269354, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -58, Private,226922, HS-grad,9, Separated, Other-service, Not-in-family, White, Female,2907,0,43, United-States, <=50K -37, Self-emp-not-inc,191841, Bachelors,13, Divorced, Other-service, Unmarried, White, Female,0,0,48, United-States, <=50K -28, Private,37805, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -52, Private,590522, 5th-6th,3, Married-civ-spouse, Craft-repair, Husband, White, Male,0,2002,45, United-States, <=50K -51, Private,202752, 12th,8, Separated, Transport-moving, Not-in-family, Black, Male,0,0,40, United-States, <=50K -34,,304872, Some-college,10, Widowed,, Unmarried, White, Female,0,0,40, United-States, <=50K -28, Private,228075, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -43, Private,163831, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -32, Private,32326, Bachelors,13, Married-civ-spouse, Craft-repair, Wife, White, Female,0,0,40, United-States, >50K -40, Private,179809, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, >50K -35, Private,76878, 7th-8th,4, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, Italy, <=50K -44, Federal-gov,210492, Some-college,10, Divorced, Adm-clerical, Unmarried, Black, Male,0,0,40, United-States, <=50K -56, Private,105582, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,45, United-States, >50K -44, Private,160369, Some-college,10, Married-civ-spouse, Priv-house-serv, Husband, White, Male,0,0,2, United-States, <=50K -27, Private,364986, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,38, United-States, <=50K -56,,169278, Some-college,10, Widowed,, Not-in-family, White, Female,0,0,35, United-States, <=50K -52, Local-gov,76081, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Black, Female,0,0,40, United-States, <=50K -27, State-gov,234135, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -35, Self-emp-inc,187693, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,80, United-States, >50K -32, Private,188362, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -34, Private,235271, Some-college,10, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,86, United-States, >50K -34, Private,51854, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -31, Private,103772, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -55, Federal-gov,300670, Bachelors,13, Married-spouse-absent, Exec-managerial, Not-in-family, Black, Male,0,0,40, United-States, >50K -45, Private,175990, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,38, United-States, <=50K -43, Private,173590, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -38, State-gov,156866, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, Other, Male,0,0,40, United-States, >50K -56, Private,71388, 9th,5, Separated, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -40, Private,228659, Assoc-acdm,12, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,60, United-States, <=50K -55, Self-emp-not-inc,110844, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, <=50K -52, Private,149908, Prof-school,15, Divorced, Prof-specialty, Unmarried, White, Female,25236,0,44, United-States, >50K -28, Private,93021, 5th-6th,3, Never-married, Machine-op-inspct, Unmarried, Other, Female,0,0,40,, <=50K -19, Local-gov,273187, HS-grad,9, Never-married, Protective-serv, Own-child, White, Female,0,0,36, United-States, <=50K -19, Private,62419, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, <=50K -24, Private,218957, Some-college,10, Never-married, Protective-serv, Own-child, White, Male,0,0,24,, <=50K -48, Private,182715, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,48, United-States, <=50K -29, Private,157103, Assoc-voc,11, Never-married, Tech-support, Own-child, Black, Male,0,1974,40, United-States, <=50K -54, Private,133963, Some-college,10, Widowed, Sales, Unmarried, White, Female,0,0,20, United-States, <=50K -26, Private,151724, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -58, Private,196502, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -37, Self-emp-inc,199816, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -41, Private,413365, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, <=50K -65, Private,195568, Some-college,10, Widowed, Machine-op-inspct, Not-in-family, White, Female,0,0,20, United-States, <=50K -43, Private,186245, 7th-8th,4, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,0,0,40, United-States, <=50K -33, Private,279231, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,1977,40, United-States, >50K -55, Federal-gov,171870, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,46, United-States, >50K -32, Private,127651, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,46, United-States, >50K -56, Self-emp-not-inc,289605, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,130856, Assoc-voc,11, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -34, State-gov,49539, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -39, Self-emp-not-inc,263081, HS-grad,9, Never-married, Exec-managerial, Not-in-family, Black, Male,0,0,50, United-States, <=50K -56, Local-gov,205759, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,358655, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,10, United-States, <=50K -51, Private,186299, Preschool,1, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,30, United-States, <=50K -47, Private,289517, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -22, Private,105686, HS-grad,9, Never-married, Handlers-cleaners, Unmarried, White, Male,0,0,40, United-States, <=50K -58, Local-gov,81132, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, Asian-Pac-Islander, Male,0,0,80, Philippines, >50K -25, Private,68302, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,443546, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -34, Self-emp-not-inc,195891, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50,, >50K -35, Private,99462, HS-grad,9, Divorced, Tech-support, Unmarried, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -36, Private,224541, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -70,,262502, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,1844,24, United-States, <=50K -41, Private,118921, HS-grad,9, Divorced, Handlers-cleaners, Unmarried, White, Female,0,0,60, United-States, <=50K -46, Private,155489, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -38, Self-emp-not-inc,248919, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Male,27828,0,35, United-States, >50K -47, Private,139268, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Male,27828,0,38, United-States, >50K -43, Self-emp-not-inc,245056, Preschool,1, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, Haiti, <=50K -39, Private,433592, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,45, United-States, >50K -29, Private,336624, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,8614,0,40, United-States, >50K -47, Private,177858, Bachelors,13, Married-spouse-absent, Exec-managerial, Not-in-family, White, Female,27828,0,60, United-States, >50K -37, Private,207066, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -19, Private,56750, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,30, United-States, <=50K -67, Private,110331, 9th,5, Divorced, Adm-clerical, Other-relative, White, Female,0,0,20, United-States, <=50K -40, Private,84801, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,40, United-States, >50K -53, Local-gov,175897, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,369027, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,37, United-States, <=50K -56, Private,170411, HS-grad,9, Divorced, Protective-serv, Own-child, White, Male,4101,0,38, United-States, <=50K -47, Private,171751, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -37, Private,61518, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -31, Private,214235, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,1977,40, United-States, >50K -42,,56483, Some-college,10, Married-AF-spouse,, Wife, White, Female,0,0,14, United-States, <=50K -44, Private,154993, Some-college,10, Separated, Craft-repair, Unmarried, White, Female,0,0,55, United-States, <=50K -33, Private,160594, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,40, United-States, >50K -22, Private,258298, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,35, United-States, <=50K -52, Private,192666, 12th,8, Separated, Machine-op-inspct, Unmarried, Black, Male,0,0,40, United-States, <=50K -33, Private,156602, Bachelors,13, Never-married, Sales, Own-child, White, Male,3325,0,43, United-States, <=50K -31, Private,122116, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -75, Local-gov,73433, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,2467,40, Canada, <=50K -50, Private,99185, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -36, Private,203828, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Italy, <=50K -58, Local-gov,101480, Assoc-voc,11, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -20, Self-emp-inc,134815, 9th,5, Never-married, Craft-repair, Unmarried, White, Male,0,625,40, United-States, <=50K -36, State-gov,235195, Some-college,10, Separated, Prof-specialty, Unmarried, White, Female,0,0,32, United-States, <=50K -26, Private,93169, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -58, Local-gov,36091, Masters,14, Never-married, Exec-managerial, Not-in-family, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -57, Private,124318, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,45, United-States, <=50K -46, Self-emp-inc,188861, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Male,0,1564,50, United-States, >50K -29, Private,194402, Masters,14, Never-married, Exec-managerial, Not-in-family, Asian-Pac-Islander, Female,0,0,42,, <=50K -42, Self-emp-not-inc,54651, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, Cuba, >50K -34, Private,169496, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, >50K -57, Private,34366, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -35, State-gov,213076, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -36, Local-gov,161132, Some-college,10, Never-married, Protective-serv, Not-in-family, White, Male,0,0,56, United-States, <=50K -46, Private,479406, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,1672,40, United-States, <=50K -39, Private,115618, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -25, Self-emp-inc,158033, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,65, United-States, <=50K -43, Private,108682, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -26, Private,430195, 11th,7, Separated, Other-service, Unmarried, Black, Male,0,0,40, United-States, <=50K -46, Local-gov,138107, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,60, United-States, >50K -27, Private,215014, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,183279, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -68, Self-emp-not-inc,119056, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,24, United-States, >50K -52, Private,158583, Some-college,10, Divorced, Tech-support, Not-in-family, White, Female,0,0,36, United-States, <=50K -26, Private,242464, Assoc-voc,11, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -27, Private,35204, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,46, United-States, <=50K -52, Private,233149, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,15024,0,40, United-States, >50K -54, Private,182855, 7th-8th,4, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -29, Private,189346, HS-grad,9, Never-married, Transport-moving, Unmarried, White, Male,0,0,40, United-States, <=50K -39, Private,82726, Some-college,10, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, United-States, <=50K -38, Private,179481, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -19, Private,167428, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,30, United-States, <=50K -22, Private,182117, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -58, Private,162970, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,1977,60, United-States, >50K -39, Private,421633, Assoc-acdm,12, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -20, State-gov,231931, Some-college,10, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -26, Private,132749, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -22, Private,254351, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,45, United-States, <=50K -31, State-gov,152109, Assoc-voc,11, Divorced, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, <=50K -42, Private,100479, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -53, Local-gov,222405, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Male,0,0,40, United-States, <=50K -32, Private,117028, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,91163, HS-grad,9, Separated, Other-service, Other-relative, Black, Female,0,0,40, United-States, <=50K -36, Private,150104, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -39, Private,114605, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,348152, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -33, Private,174463, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,35, United-States, <=50K -47, Private,180243, Bachelors,13, Never-married, Sales, Other-relative, White, Female,0,0,40, United-States, <=50K -31, Private,238816, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -18, Private,275848, 12th,8, Never-married, Sales, Other-relative, White, Female,0,0,16, United-States, <=50K -51, Private,114520, HS-grad,9, Divorced, Sales, Unmarried, White, Male,0,0,16, United-States, <=50K -34, State-gov,275880, Bachelors,13, Separated, Exec-managerial, Unmarried, Black, Female,0,0,38, United-States, <=50K -39, Private,188148, Some-college,10, Never-married, Handlers-cleaners, Unmarried, Black, Female,0,0,48, United-States, <=50K -42, Private,112494, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,7298,0,35, United-States, >50K -17,,159771, 10th,6, Never-married,, Own-child, Black, Male,0,0,6, England, <=50K -27, Private,278736, 5th-6th,3, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Mexico, <=50K -20,,354351, Some-college,10, Never-married,, Own-child, White, Male,0,0,35, United-States, <=50K -33, Private,252257, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -62,,128230, Masters,14, Married-civ-spouse,, Husband, White, Male,0,0,48, United-States, >50K -27, Private,321456, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -45, Self-emp-inc,200825, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -19, Private,86143, HS-grad,9, Never-married, Sales, Own-child, Asian-Pac-Islander, Male,0,0,20, Philippines, <=50K -40, State-gov,353687, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, >50K -43, Local-gov,212847, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -60, Private,154589, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,3103,0,35, United-States, >50K -42, Private,183765, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -28, Private,186672, HS-grad,9, Never-married, Adm-clerical, Not-in-family, Black, Male,0,0,40, Jamaica, <=50K -50, Private,249096, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, >50K -27, Private,190784, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,3137,0,45, United-States, <=50K -25, Private,144516, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -53, Private,124993, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,43, United-States, >50K -24, Private,111376, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -40, Private,300838, 1st-4th,2, Married-civ-spouse, Craft-repair, Husband, Other, Male,0,0,40, Mexico, <=50K -28, Private,359049, HS-grad,9, Never-married, Tech-support, Not-in-family, White, Male,0,1092,60, United-States, <=50K -36,,100669, HS-grad,9, Never-married,, Own-child, Asian-Pac-Islander, Male,0,0,25, United-States, <=50K -46, Self-emp-not-inc,366089, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -19, Private,110998, Some-college,10, Never-married, Adm-clerical, Own-child, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -23, Private,60409, Some-college,10, Never-married, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -55, Private,129263, HS-grad,9, Divorced, Handlers-cleaners, Unmarried, White, Male,0,0,40, United-States, <=50K -48, Private,219967, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -45, Private,171540, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -55, Local-gov,61708, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -36, Private,294760, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,50, United-States, <=50K -35, Private,209280, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,31, United-States, <=50K -31, Private,208881, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -17, Private,191535, 11th,7, Never-married, Adm-clerical, Own-child, White, Male,0,0,7, United-States, <=50K -31, Private,143851, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -51, Private,161599, Bachelors,13, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40,, <=50K -20, Self-emp-not-inc,428299, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -32, Self-emp-not-inc,199366, 10th,6, Married-spouse-absent, Craft-repair, Own-child, White, Male,0,0,16, United-States, <=50K -34, Local-gov,484911, HS-grad,9, Never-married, Craft-repair, Not-in-family, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -37, Private,390243, HS-grad,9, Never-married, Transport-moving, Not-in-family, Black, Male,0,0,45, United-States, <=50K -55, Self-emp-not-inc,204502, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,35, United-States, <=50K -32, Self-emp-not-inc,114419, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -49, Private,79436, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,48, United-States, <=50K -54, Private,141272, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -62, Local-gov,123749, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -18, Private,101173, HS-grad,9, Never-married, Exec-managerial, Own-child, White, Female,0,0,35, United-States, <=50K -49, Private,39518, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -26, Private,250038, 9th,5, Never-married, Farming-fishing, Other-relative, White, Male,0,0,40, Mexico, <=50K -59, Self-emp-inc,165695, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,20, United-States, >50K -48, Local-gov,225594, HS-grad,9, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,40, United-States, <=50K -21, State-gov,51979, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,11, United-States, <=50K -31, Private,177675, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -37, Private,199739, Some-college,10, Divorced, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -38, Private,27408, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,60, United-States, <=50K -28, Private,110169, Assoc-voc,11, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,3, United-States, <=50K -39, Self-emp-not-inc,179488, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -30, Private,118551, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,35, United-States, >50K -71, Self-emp-not-inc,157845, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,20, United-States, <=50K -37, Self-emp-not-inc,68899, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, >50K -53, Private,58535, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -39, Private,191503, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1887,40, United-States, >50K -34, Private,113364, Assoc-acdm,12, Married-civ-spouse, Other-service, Husband, White, Male,0,0,35, United-States, <=50K -34, Self-emp-not-inc,204742, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,62, United-States, <=50K -21, Private,163870, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,40,, <=50K -53, Private,208122, Some-college,10, Married-civ-spouse, Transport-moving, Husband, Other, Male,0,0,60, United-States, >50K -46, Local-gov,174361, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -23, Private,265077, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,1055,0,10, United-States, <=50K -50, Private,241648, Assoc-voc,11, Divorced, Other-service, Not-in-family, White, Female,0,0,20, United-States, <=50K -30, Private,94145, HS-grad,9, Divorced, Adm-clerical, Unmarried, Black, Male,0,0,40, United-States, <=50K -32, Private,178449, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -23, Private,236804, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,30, United-States, <=50K -53, Self-emp-not-inc,187830, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,35, United-States, >50K -41, Private,66208, Prof-school,15, Divorced, Prof-specialty, Unmarried, White, Female,0,0,45, United-States, <=50K -42, Private,219155, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,15024,0,50, United-States, >50K -38, Private,99146, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,65, United-States, <=50K -45, Private,142889, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,0,0,44, United-States, <=50K -56, Private,136164, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -36, Private,154410, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -65, Private,113293, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,195096, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -42, Private,172641, 7th-8th,4, Separated, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -43, Private,265072, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Asian-Pac-Islander, Male,0,2258,50, United-States, >50K -22, Private,305874, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -51, Private,312446, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,37, United-States, >50K -21, Private,391312, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Female,0,0,30, United-States, <=50K -32, Private,234976, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,55, United-States, <=50K -19, Private,199495, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -53, Private,98561, HS-grad,9, Widowed, Tech-support, Not-in-family, White, Male,0,0,39, United-States, >50K -43, Private,176452, 9th,5, Married-spouse-absent, Craft-repair, Not-in-family, White, Male,0,0,50,, >50K -17, Private,188996, 9th,5, Never-married, Sales, Not-in-family, White, Female,0,0,30, United-States, <=50K -46, State-gov,171926, Masters,14, Divorced, Exec-managerial, Unmarried, White, Male,7430,0,50, United-States, >50K -45, Local-gov,310260, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -52, Private,72257, HS-grad,9, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -37, Self-emp-not-inc,86643, Assoc-acdm,12, Never-married, Transport-moving, Not-in-family, White, Male,0,0,50, United-States, <=50K -18, Private,115815, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -53, Private,227475, Bachelors,13, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -45, Local-gov,324550, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,40, United-States, >50K -37, Private,138105, HS-grad,9, Separated, Craft-repair, Unmarried, White, Female,0,0,40, United-States, <=50K -19, Private,146189, 11th,7, Never-married, Sales, Unmarried, Amer-Indian-Eskimo, Male,0,0,43, United-States, <=50K -25, Private,478836, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -57, Private,513440, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, Mexico, <=50K -19, Private,151806, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -45, Private,363253, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50,, >50K -54, Self-emp-inc,263925, HS-grad,9, Divorced, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -29, Private,57617, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,34, United-States, <=50K -32, Private,208761, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,60, United-States, <=50K -49, Private,169092, HS-grad,9, Married-civ-spouse, Adm-clerical, Other-relative, White, Female,0,0,40,, <=50K -34, Private,173854, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Male,27828,0,60, United-States, >50K -46, Local-gov,116906, Masters,14, Never-married, Prof-specialty, Not-in-family, Black, Female,0,2258,35, United-States, <=50K -43, Private,163769, 10th,6, Separated, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -32, Federal-gov,72630, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Male,14084,0,55, United-States, >50K -58,,141409, Assoc-voc,11, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -67, Private,24968, 9th,5, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,118514, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -19,,116834, Some-college,10, Never-married,, Own-child, White, Female,0,0,25, United-States, <=50K -42, Self-emp-not-inc,99185, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -32, Private,121769, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -59, Private,160271, 7th-8th,4, Separated, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -34, Private,123429, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,60, United-States, <=50K -24, Private,744929, HS-grad,9, Never-married, Exec-managerial, Own-child, Black, Female,0,0,40, United-States, <=50K -21, Private,143604, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,12, United-States, <=50K -36, Private,284582, Some-college,10, Separated, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -38,,229363, HS-grad,9, Married-civ-spouse,, Wife, White, Female,0,0,4, United-States, <=50K -53, Private,161482, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, >50K -24, Self-emp-not-inc,107452, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -38, State-gov,534775, Some-college,10, Never-married, Tech-support, Unmarried, Black, Female,0,0,50, United-States, <=50K -51, Private,183200, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,40, United-States, <=50K -42, Private,169980, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,50, United-States, >50K -22, Private,299047, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,30, United-States, <=50K -53, Private,92475, Some-college,10, Never-married, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -51, Private,114758, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,48, United-States, >50K -65, Self-emp-not-inc,55894, Prof-school,15, Divorced, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -40, Private,98466, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -39, Private,170174, Assoc-voc,11, Never-married, Adm-clerical, Own-child, White, Male,14344,0,40, United-States, >50K -54, Private,335177, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,0,0,45,, <=50K -24, Private,511231, HS-grad,9, Never-married, Other-service, Own-child, Black, Male,0,0,40, United-States, <=50K -32, Local-gov,257849, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -40, Local-gov,208751, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -36, Private,383566, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,55, England, >50K -47,,214605, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -40, State-gov,243664, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, Black, Female,0,0,40, United-States, <=50K -41, Private,176716, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,40, United-States, >50K -38, Private,366618, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -36, Self-emp-inc,83748, Some-college,10, Married-civ-spouse, Exec-managerial, Other-relative, Asian-Pac-Islander, Female,0,0,70, South, <=50K -64, Private,278585, HS-grad,9, Separated, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -47, Private,106942, 7th-8th,4, Separated, Other-service, Not-in-family, White, Female,0,0,38, United-States, <=50K -22, Private,372898, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -48, Private,183610, Assoc-voc,11, Divorced, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -45, Private,106061, 11th,7, Married-civ-spouse, Sales, Husband, White, Male,0,0,70, United-States, <=50K -58, State-gov,138130, HS-grad,9, Never-married, Tech-support, Own-child, Black, Female,0,0,40, United-States, <=50K -48, Private,43479, Assoc-voc,11, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,5013,0,40, United-States, <=50K -49, Private,118520, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,45, United-States, <=50K -34, Federal-gov,207284, 12th,8, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -43, State-gov,598995, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, Black, Female,3103,0,40, United-States, >50K -50, State-gov,141608, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,30, United-States, <=50K -31, Private,230912, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,55, United-States, <=50K -31, Private,309170, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -57, Private,27459, HS-grad,9, Married-spouse-absent, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -33, Self-emp-not-inc,266674, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,7298,0,56, United-States, >50K -52, Private,93127, 11th,7, Married-civ-spouse, Other-service, Husband, White, Male,0,0,32, United-States, <=50K -43, Self-emp-inc,27444, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,99999,0,40, United-States, >50K -30, Private,131415, Bachelors,13, Never-married, Priv-house-serv, Not-in-family, White, Female,0,0,60, United-States, <=50K -54, Private,105428, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,1741,40, United-States, <=50K -36, Private,139364, Bachelors,13, Married-spouse-absent, Exec-managerial, Not-in-family, White, Male,10520,0,40, Ireland, >50K -43, Private,236936, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,47, United-States, >50K -35, Private,109204, Bachelors,13, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -56, Private,456592, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,37, United-States, <=50K -34, Self-emp-not-inc,173201, Masters,14, Never-married, Prof-specialty, Own-child, White, Male,0,0,50, Cuba, <=50K -19,,183408, HS-grad,9, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -51, Private,111721, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,35, United-States, <=50K -39, Private,268258, Bachelors,13, Married-civ-spouse, Transport-moving, Husband, Black, Male,7688,0,50, United-States, >50K -59, Private,128258, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,38, United-States, <=50K -46, Self-emp-not-inc,525848, 11th,7, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,48, United-States, <=50K -39, Private,124090, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -67, Private,249043, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,6767,0,40, United-States, <=50K -38, Private,119098, Some-college,10, Never-married, Tech-support, Not-in-family, White, Male,0,0,42, United-States, <=50K -70,,30772, 7th-8th,4, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -22, Local-gov,49414, Some-college,10, Never-married, Adm-clerical, Own-child, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -30, Private,197886, Bachelors,13, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, >50K -39, Without-pay,334291, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -21,,171156, Some-college,10, Never-married,, Not-in-family, White, Female,0,0,40, United-States, <=50K -78,,109498, 9th,5, Widowed,, Unmarried, White, Male,0,0,40, United-States, <=50K -43, Self-emp-not-inc,83411, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,2415,40, United-States, >50K -47, Local-gov,209968, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,7298,0,40, United-States, >50K -20, Private,223921, 12th,8, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,40, United-States, <=50K -52, Local-gov,133403, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -50, Private,75763, Assoc-voc,11, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,65, United-States, <=50K -34, Private,200401, HS-grad,9, Separated, Transport-moving, Own-child, White, Male,0,0,25, Columbia, <=50K -45, Private,55272, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -51, Local-gov,194970, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -38, Self-emp-not-inc,143385, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,80, United-States, <=50K -30, Private,180317, Assoc-voc,11, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -19, Private,255176, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -37, Local-gov,175120, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,45, United-States, <=50K -38, Self-emp-inc,66687, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,5178,0,50, Portugal, >50K -27, Federal-gov,115705, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Husband, White, Male,7298,0,50, United-States, >50K -17,,197732, 11th,7, Never-married,, Own-child, White, Female,0,0,20, England, <=50K -32, Private,111883, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,210474, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, <=50K -26, Private,123472, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -24, Private,257621, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -35, Private,341943, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,50, United-States, <=50K -57, Private,181242, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -40, Federal-gov,187164, Bachelors,13, Never-married, Tech-support, Own-child, White, Male,0,0,40, United-States, <=50K -32, Private,308365, HS-grad,9, Never-married, Craft-repair, Other-relative, Black, Male,0,0,38, United-States, <=50K -53, Self-emp-not-inc,263439, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -23, Private,442359, HS-grad,9, Never-married, Sales, Own-child, White, Female,8614,0,15, United-States, >50K -54, Self-emp-not-inc,166368, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,25, United-States, <=50K -21, Private,116968, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,2597,0,40, United-States, <=50K -26, Private,57593, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,247507, 10th,6, Never-married, Craft-repair, Not-in-family, White, Male,0,0,43, United-States, <=50K -38, Private,213512, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -19, Private,71691, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,18, United-States, <=50K -28,,147719, Some-college,10, Never-married,, Not-in-family, Asian-Pac-Islander, Male,0,0,48, India, <=50K -40, Private,244835, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,15024,0,50, United-States, >50K -21,,285830, HS-grad,9, Never-married,, Own-child, Asian-Pac-Islander, Female,0,0,20, Laos, <=50K -37, Private,386461, 5th-6th,3, Divorced, Machine-op-inspct, Unmarried, White, Male,0,0,45, Mexico, <=50K -41, Private,154714, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -47, Private,281401, 5th-6th,3, Divorced, Sales, Other-relative, White, Female,0,0,32, Mexico, <=50K -35, Private,189251, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, White, Female,0,0,40, Iran, <=50K -39, State-gov,102729, Assoc-acdm,12, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,327766, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Male,0,0,55, United-States, >50K -29, Private,168479, Masters,14, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -54, Private,249352, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -24, Private,300008, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -32, Private,296466, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, >50K -47, Private,199277, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, Portugal, >50K -36, Private,174242, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,60, United-States, <=50K -63, Private,130968, 9th,5, Divorced, Transport-moving, Not-in-family, White, Male,0,0,50, United-States, <=50K -25, Private,288440, Bachelors,13, Never-married, Tech-support, Own-child, White, Female,0,0,40, United-States, <=50K -36, Private,208358, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -40, Self-emp-not-inc,458168, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -23, Private,37894, HS-grad,9, Separated, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -38, Self-emp-not-inc,107410, 9th,5, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, >50K -24,,96844, Some-college,10, Never-married,, Not-in-family, White, Female,0,0,20, United-States, <=50K -53, Private,402016, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,52, United-States, >50K -60, Private,258869, Doctorate,16, Separated, Priv-house-serv, Unmarried, White, Female,0,0,30, Nicaragua, <=50K -35, Private,114087, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,5013,0,40, United-States, <=50K -33, Private,116294, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,40, United-States, >50K -21, Private,241523, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -23,,163053, 10th,6, Never-married,, Not-in-family, White, Female,0,0,20, United-States, <=50K -18, Never-worked,162908, 11th,7, Never-married,, Own-child, White, Male,0,0,35, United-States, <=50K -45, State-gov,310049, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Wife, Asian-Pac-Islander, Female,0,0,40, Philippines, >50K -37, Private,293475, Assoc-acdm,12, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -60, Local-gov,169015, Some-college,10, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -21, Private,325762, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,35, United-States, <=50K -37, Self-emp-not-inc,101561, Assoc-voc,11, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, >50K -41, State-gov,52131, HS-grad,9, Divorced, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -30, Private,163867, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,204663, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,3325,0,40, United-States, <=50K -18,,233136, 11th,7, Never-married,, Own-child, White, Female,0,0,15, United-States, <=50K -61, Self-emp-not-inc,48846, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, >50K -30, Private,264351, Bachelors,13, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,25, Ecuador, <=50K -41, Private,190205, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -29, Private,254450, Assoc-voc,11, Never-married, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -28, Self-emp-not-inc,29974, Assoc-voc,11, Never-married, Farming-fishing, Own-child, White, Male,10520,0,45, United-States, >50K -53, Federal-gov,40641, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -73, Self-emp-not-inc,256401, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,28, United-States, >50K -25, Private,203833, 10th,6, Never-married, Farming-fishing, Not-in-family, Black, Male,0,0,35, Haiti, <=50K -30, Private,277455, HS-grad,9, Never-married, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, <=50K -38, Private,176335, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -51, Private,394690, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -23, State-gov,71996, Bachelors,13, Never-married, Adm-clerical, Own-child, Asian-Pac-Islander, Female,0,0,52, United-States, <=50K -73, Self-emp-not-inc,110787, Doctorate,16, Married-civ-spouse, Exec-managerial, Husband, White, Male,1409,0,2, United-States, <=50K -37, State-gov,157641, Some-college,10, Never-married, Protective-serv, Not-in-family, White, Female,0,0,30, United-States, <=50K -72, Private,164724, Bachelors,13, Divorced, Sales, Unmarried, White, Female,0,0,28, United-States, <=50K -30, Self-emp-not-inc,173792, Some-college,10, Separated, Prof-specialty, Unmarried, Black, Female,0,0,40, United-States, <=50K -23, Private,163595, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,132412, 10th,6, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40,, <=50K -22, Private,193089, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,43, United-States, <=50K -28, Private,190525, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -30, Private,175878, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,42, United-States, >50K -21, Private,161902, 11th,7, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,211494, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,8614,0,40,, >50K -42, Private,89003, Bachelors,13, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,50, United-States, <=50K -31, Private,344200, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,62345, HS-grad,9, Married-civ-spouse, Other-service, Other-relative, Asian-Pac-Islander, Female,0,0,40,, <=50K -35, Private,85799, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -27,,26754, Bachelors,13, Married-civ-spouse,, Wife, Asian-Pac-Islander, Female,0,0,10, China, <=50K -26, Private,193347, Some-college,10, Divorced, Sales, Own-child, White, Female,0,0,28, United-States, <=50K -45, Self-emp-not-inc,176814, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,3411,0,40, United-States, <=50K -27, Private,336162, Some-college,10, Never-married, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -39, Private,98975, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,8614,0,50, United-States, >50K -71, Private,150943, Bachelors,13, Widowed, Exec-managerial, Other-relative, White, Female,0,0,40, United-States, <=50K -22, Local-gov,131573, Some-college,10, Never-married, Exec-managerial, Own-child, White, Female,0,0,25, United-States, <=50K -51, Private,138852, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -48, Private,35406, Assoc-voc,11, Separated, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -48, Private,167159, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -21, Private,80680, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,64, United-States, <=50K -55, Self-emp-inc,87584, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,10, United-States, <=50K -33, Private,56121, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,60, United-States, <=50K -35, Private,284358, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -22, Private,224969, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -22, Private,209034, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,35, United-States, <=50K -33,,177733, 7th-8th,4, Never-married,, Not-in-family, White, Female,0,0,30, United-States, <=50K -19, Private,57366, Some-college,10, Never-married, Machine-op-inspct, Own-child, White, Female,0,0,30, United-States, <=50K -23, Private,35633, 7th-8th,4, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -29, Private,191177, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,55, United-States, <=50K -75, Private,199826, Some-college,10, Divorced, Sales, Not-in-family, White, Female,0,0,36, United-States, >50K -54, Self-emp-not-inc,94323, 9th,5, Married-civ-spouse, Craft-repair, Wife, Amer-Indian-Eskimo, Female,0,2163,15, United-States, <=50K -60,,380268, Prof-school,15, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, >50K -90, Private,272752, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,10, United-States, <=50K -34, Private,228386, HS-grad,9, Married-civ-spouse, Craft-repair, Wife, Black, Female,0,0,70, United-States, <=50K -20, Private,187149, HS-grad,9, Never-married, Craft-repair, Own-child, Black, Female,0,0,40, United-States, <=50K -24, Local-gov,335439, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,38, United-States, <=50K -24, Private,250630, Bachelors,13, Never-married, Sales, Unmarried, White, Female,0,0,45, United-States, <=50K -45, Local-gov,272182, Some-college,10, Married-civ-spouse, Tech-support, Husband, Black, Male,5013,0,40, United-States, <=50K -29, Private,108574, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, >50K -47, State-gov,185400, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -24, Private,406641, HS-grad,9, Never-married, Sales, Unmarried, White, Female,0,0,50, United-States, <=50K -29, Private,103634, HS-grad,9, Never-married, Protective-serv, Unmarried, White, Male,0,0,35, United-States, <=50K -46, Private,261059, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -66, Private,199374, Masters,14, Widowed, Sales, Unmarried, White, Female,0,0,20, United-States, <=50K -41, Private,405172, Assoc-acdm,12, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40,, >50K -32, Private,147654, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1902,40, United-States, >50K -51, Private,129301, 9th,5, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, <=50K -29, Private,173789, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,212588, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -39, Self-emp-not-inc,457453, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -65, Private,187493, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,20051,0,40, Germany, >50K -57, Self-emp-not-inc,20953, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,2129,70, United-States, <=50K -40, Private,131650, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -60, Private,290754, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,40,, <=50K -46, State-gov,114396, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -19, Private,202102, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -47, Private,318360, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,55, United-States, >50K -39, Private,160916, 9th,5, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -32,,913447, HS-grad,9, Divorced,, Not-in-family, Black, Female,0,0,40, United-States, <=50K -30, Private,293931, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,65, United-States, <=50K -20, Private,230824, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,25, United-States, <=50K -20,,358355, 12th,8, Never-married,, Unmarried, White, Female,0,0,35, United-States, <=50K -62, Private,584259, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,44, United-States, <=50K -44,,208726, HS-grad,9, Married-civ-spouse,, Wife, White, Female,0,0,40, United-States, <=50K -38, Private,185556, HS-grad,9, Divorced, Sales, Not-in-family, White, Male,0,0,50, United-States, >50K -58, Local-gov,100054, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -44, Private,172307, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,50, United-States, >50K -45, Private,30840, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Male,27828,0,50, United-States, >50K -27, Private,147839, Some-college,10, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,38, United-States, <=50K -51, Private,54465, Assoc-voc,11, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,48, United-States, <=50K -52, Federal-gov,418640, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,40, Haiti, >50K -34, Private,222130, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -41, Private,187336, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -30, Local-gov,321024, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -44, Private,351262, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,38, United-States, >50K -28, Private,181597, HS-grad,9, Never-married, Craft-repair, Own-child, Black, Male,0,0,40, United-States, <=50K -41, Private,694105, HS-grad,9, Never-married, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -60, Private,241013, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, <=50K -44, Self-emp-inc,223881, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50,, >50K -40, Federal-gov,158796, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, Philippines, <=50K -41, Private,248476, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -49, Private,191277, Assoc-voc,11, Divorced, Craft-repair, Own-child, White, Male,0,0,30, Thailand, <=50K -26, Private,273876, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,60, United-States, <=50K -33, Private,402848, HS-grad,9, Married-spouse-absent, Adm-clerical, Other-relative, White, Female,0,0,32, United-States, <=50K -62, Private,82906, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,4064,0,35, England, <=50K -45, Private,153682, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,40, United-States, >50K -52, Private,122412, Doctorate,16, Married-civ-spouse, Prof-specialty, Wife, White, Female,99999,0,35, United-States, >50K -26, Private,216819, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -47, Private,189680, HS-grad,9, Separated, Craft-repair, Unmarried, White, Male,0,0,40, United-States, >50K -41, Private,147099, Masters,14, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -38, Private,288158, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, >50K -32, Private,146161, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -65,,104454, Bachelors,13, Widowed,, Unmarried, White, Female,0,0,40, United-States, <=50K -50, Private,91475, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -32, Self-emp-not-inc,151868, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,5013,0,65, United-States, <=50K -19, Private,118306, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -33, Private,51543, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,60, United-States, <=50K -34, Private,69727, 1st-4th,2, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Mexico, <=50K -60, Private,186000, 10th,6, Separated, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -25, Private,48280, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -47, Private,186935, 11th,7, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, <=50K -24, Federal-gov,104164, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -38, Private,339677, Masters,14, Divorced, Tech-support, Unmarried, White, Female,0,0,40,, >50K -37, Private,123586, Bachelors,13, Married-civ-spouse, Tech-support, Husband, Asian-Pac-Islander, Male,0,1902,73,, >50K -19, Private,150073, Some-college,10, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,25, United-States, <=50K -24, Private,59792, Masters,14, Never-married, Tech-support, Not-in-family, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -52, Private,24185, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,0,0,84, United-States, <=50K -87,,97295, HS-grad,9, Widowed,, Not-in-family, White, Female,0,0,3, United-States, <=50K -27, Without-pay,35034, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Female,0,0,40, United-States, <=50K -46, Private,118714, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,7298,0,40, United-States, >50K -33, Private,230883, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Male,0,2824,48, United-States, >50K -45, Private,149224, HS-grad,9, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,50, United-States, <=50K -35, Private,122493, Assoc-voc,11, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -58, Private,441227, 11th,7, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,60, United-States, <=50K -45, Local-gov,272792, Masters,14, Married-civ-spouse, Prof-specialty, Wife, Black, Female,0,0,50, United-States, >50K -41, Private,303521, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Male,4650,0,45, United-States, <=50K -40, Private,226027, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,20, United-States, <=50K -36, Private,94565, Assoc-voc,11, Divorced, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -65, Self-emp-not-inc,336848, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,162688, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,35, United-States, <=50K -30, State-gov,45737, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -60,,147393, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,30, United-States, <=50K -52, Private,335997, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,7688,0,38, United-States, >50K -26, Private,96645, Doctorate,16, Never-married, Craft-repair, Other-relative, Black, Male,0,0,20, United-States, <=50K -35, State-gov,43712, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,45, United-States, <=50K -45, Private,101825, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Female,5721,0,45, United-States, <=50K -45, Private,102318, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -40, State-gov,132125, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -31, Self-emp-inc,229741, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1579,45, United-States, <=50K -60, State-gov,265201, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -47,,332884, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,45, United-States, >50K -39, Private,179481, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,304833, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -31, Private,341632, Assoc-acdm,12, Married-civ-spouse, Tech-support, Husband, Black, Male,0,0,46, United-States, <=50K -21, Private,140001, Some-college,10, Never-married, Protective-serv, Own-child, White, Male,0,0,40, United-States, <=50K -30, Private,159123, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -33, Private,229636, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, Mexico, <=50K -35, Private,34996, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -53, Self-emp-not-inc,67198, 7th-8th,4, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,80, United-States, <=50K -65, Self-emp-inc,323636, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,10605,0,40, United-States, >50K -45, Private,182689, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,7688,0,40, United-States, >50K -25, Private,51392, Assoc-voc,11, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -43, Private,177905, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -36, Private,143152, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,40, United-States, <=50K -37, State-gov,211286, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, <=50K -33, Private,217962, Some-college,10, Never-married, Machine-op-inspct, Unmarried, Black, Male,0,0,40,, <=50K -48, Private,309212, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, Germany, <=50K -19,,97261, Some-college,10, Never-married,, Own-child, White, Male,594,0,30, United-States, <=50K -46, Self-emp-not-inc,188273, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,15024,0,50, United-States, >50K -21, Private,93977, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -62, Self-emp-inc,163234, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,55, United-States, >50K -50, Local-gov,166423, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -33, Private,239071, Bachelors,13, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,46, United-States, <=50K -40, Private,190292, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, White, Male,0,0,40, United-States, <=50K -38, Private,170783, Assoc-voc,11, Divorced, Other-service, Own-child, White, Male,0,0,25, United-States, <=50K -28, Private,239539, HS-grad,9, Never-married, Craft-repair, Own-child, Asian-Pac-Islander, Male,0,0,45, United-States, <=50K -48, Private,164200, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -52, Private,177647, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,47, United-States, <=50K -44, Self-emp-not-inc,86750, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,4508,0,72, United-States, <=50K -25, Private,176981, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -59, Federal-gov,134153, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, Black, Male,7298,0,38, United-States, >50K -35, Private,245372, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -26, Private,168236, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,448841, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -44, Self-emp-inc,144778, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Male,8614,0,50, United-States, >50K -30, Private,155914, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, <=50K -34, Federal-gov,117362, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -50, Local-gov,82783, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -30, Private,207301, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,50, United-States, <=50K -41, Private,606347, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, <=50K -61, Local-gov,149981, HS-grad,9, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -29, Private,234972, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -33, Private,437566, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, >50K -33, Private,243266, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, Dominican-Republic, >50K -31, Private,203408, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,45, United-States, <=50K -43, Self-emp-not-inc,297510, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -18, Private,211683, 12th,8, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,20, United-States, <=50K -41, Private,167375, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,52, United-States, <=50K -36, Private,297449, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -42, Self-emp-not-inc,342634, Assoc-voc,11, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, Cambodia, <=50K -49, Private,38819, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -18, Private,164571, HS-grad,9, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -36, Local-gov,122353, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,68, United-States, <=50K -26, Self-emp-not-inc,192652, Some-college,10, Never-married, Exec-managerial, Unmarried, White, Male,0,0,15, United-States, <=50K -25, Private,401241, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,4416,0,25, United-States, <=50K -32, Private,116539, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -37, Private,162834, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -31, Local-gov,226525, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,51, United-States, <=50K -18, Private,219404, 5th-6th,3, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,48, Mexico, <=50K -38, Private,33394, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -56, Federal-gov,75804, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,48, United-States, <=50K -58, Self-emp-not-inc,359972, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,25, United-States, >50K -37, Private,201247, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -41, Private,220109, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -59, Private,118479, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,40, China, <=50K -45, Private,189123, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -60, Private,495366, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,38, United-States, <=50K -31, Private,53776, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -28, Private,375980, Some-college,10, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -61, Private,185152, 11th,7, Widowed, Other-service, Not-in-family, Black, Male,0,0,40, United-States, <=50K -52, Local-gov,230095, Some-college,10, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, <=50K -22, Private,349198, 7th-8th,4, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,16, United-States, <=50K -41, Private,59916, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,0,0,63, United-States, <=50K -32, Private,214150, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, >50K -29, Private,255187, Some-college,10, Never-married, Tech-support, Unmarried, Black, Female,0,0,40, United-States, <=50K -28,,129624, Some-college,10, Never-married,, Other-relative, White, Male,0,0,40, United-States, <=50K -30, Private,274577, Assoc-acdm,12, Never-married, Sales, Unmarried, Black, Female,0,0,40, United-States, <=50K -51, Private,257756, HS-grad,9, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,50, United-States, >50K -29,,1024535, 11th,7, Never-married,, Own-child, Black, Male,0,0,40, United-States, <=50K -75, Private,186808, 11th,7, Married-civ-spouse, Protective-serv, Husband, Black, Male,6418,0,50, United-States, >50K -46, Private,147519, Some-college,10, Divorced, Sales, Not-in-family, White, Female,0,0,80, United-States, <=50K -53, Private,173630, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, >50K -42, Private,136986, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,7688,0,50, United-States, >50K -41, Private,163287, Bachelors,13, Divorced, Transport-moving, Not-in-family, White, Male,0,0,48, United-States, <=50K -25, Private,150804, HS-grad,9, Never-married, Transport-moving, Not-in-family, Asian-Pac-Islander, Male,0,0,40, Vietnam, <=50K -27, Private,189565, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -47, Private,165484, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,43, United-States, >50K -53, Private,177727, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -53, Self-emp-inc,190762, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -38, Private,246463, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -42, Private,27661, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,50, United-States, >50K -30, Private,288419, 5th-6th,3, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Mexico, <=50K -57, Local-gov,258641, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, >50K -71, Self-emp-not-inc,200540, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,2392,52, United-States, >50K -21, Private,305423, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -35, Private,148906, Some-college,10, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -64, Private,262645, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -21, Private,243368, Preschool,1, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,50, Mexico, <=50K -41, Private,106698, HS-grad,9, Widowed, Transport-moving, Not-in-family, White, Female,13550,0,60, United-States, >50K -22, Private,186365, Some-college,10, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -39, Self-emp-inc,304001, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,3325,0,40, United-States, <=50K -38, Self-emp-inc,125645, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -42, Private,111468, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,3325,0,40, United-States, <=50K -32, Private,136331, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,1887,40, United-States, >50K -40, Private,213849, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -22, Private,138994, HS-grad,9, Never-married, Sales, Own-child, Asian-Pac-Islander, Female,0,0,40, Vietnam, <=50K -29, Private,177562, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,3781,0,35, United-States, <=50K -18, Private,36251, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,25, United-States, <=50K -32, Private,100904, Some-college,10, Separated, Other-service, Unmarried, Other, Female,0,0,70, United-States, <=50K -31, Private,427474, 11th,7, Married-civ-spouse, Other-service, Husband, White, Male,0,2179,35, Mexico, <=50K -37, Private,280549, Bachelors,13, Never-married, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -34, Private,75454, 12th,8, Divorced, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -31, Private,203488, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,0,0,50, United-States, <=50K -30, Private,49795, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -17, Private,152710, 10th,6, Never-married, Sales, Own-child, White, Female,0,0,15, United-States, <=50K -28, Local-gov,199172, HS-grad,9, Separated, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -31, Private,382583, HS-grad,9, Never-married, Machine-op-inspct, Own-child, Black, Male,0,0,40, United-States, <=50K -32, Self-emp-not-inc,127295, HS-grad,9, Never-married, Exec-managerial, Not-in-family, Other, Male,0,0,20, Iran, <=50K -46, Local-gov,274200, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -35, Private,130540, Masters,14, Never-married, Prof-specialty, Own-child, White, Male,0,1564,40, United-States, >50K -22, Private,117789, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -20, Self-emp-inc,83141, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,18, United-States, <=50K -20,,229826, Some-college,10, Never-married,, Own-child, White, Male,0,0,25, United-States, <=50K -36, Self-emp-inc,176837, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,7298,0,45, United-States, >50K -34, Private,234096, 9th,5, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -51, Private,353317, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,70, United-States, >50K -23, Private,302312, HS-grad,9, Divorced, Protective-serv, Not-in-family, Black, Male,0,0,40, United-States, <=50K -17, Private,181015, 10th,6, Never-married, Other-service, Other-relative, White, Male,0,0,15, United-States, <=50K -36, State-gov,230329, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,7298,0,40, United-States, >50K -48, Private,164984, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -33, Private,229051, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,45, United-States, >50K -41, Private,204415, 11th,7, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,48, United-States, <=50K -55, Self-emp-not-inc,319883, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,4386,0,10,, >50K -25, Private,185836, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -52, Private,228516, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,35, United-States, >50K -47, Self-emp-not-inc,242519, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -36, Private,164866, Bachelors,13, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,33001, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,60, United-States, >50K -21, Private,811615, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Female,0,0,50, United-States, <=50K -43, Local-gov,300099, Bachelors,13, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,34, United-States, <=50K -46, State-gov,146305, Some-college,10, Divorced, Tech-support, Not-in-family, Other, Female,0,0,48, United-States, <=50K -36, Private,167482, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,65, United-States, <=50K -23, Private,106615, Assoc-acdm,12, Never-married, Prof-specialty, Own-child, White, Female,2176,0,25, United-States, <=50K -32, Private,204663, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,45, United-States, <=50K -40, Private,171234, Assoc-voc,11, Never-married, Prof-specialty, Unmarried, White, Female,0,0,24, United-States, <=50K -42, Private,167174, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,50, China, >50K -18,,112137, Some-college,10, Never-married,, Own-child, Other, Female,0,0,20,, <=50K -18, Private,116167, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,16, United-States, <=50K -41, Private,106159, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,14344,0,48, United-States, >50K -52, State-gov,295826, Masters,14, Divorced, Prof-specialty, Unmarried, White, Female,0,1876,50, United-States, <=50K -26, Private,233461, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,53, Mexico, <=50K -57, Private,289605, 9th,5, Never-married, Craft-repair, Not-in-family, White, Male,0,1617,35, United-States, <=50K -18,,348533, HS-grad,9, Never-married,, Own-child, White, Female,0,0,3, United-States, <=50K -31, Private,197886, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -27, Private,120126, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,75, United-States, >50K -35, Private,61343, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -42, Self-emp-not-inc,116197, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -42, Federal-gov,236503, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -69, Federal-gov,47341, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,5, United-States, <=50K -25, Private,248990, 11th,7, Married-civ-spouse, Machine-op-inspct, Other-relative, White, Male,0,0,40, Mexico, <=50K -18, Private,190776, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,30, United-States, <=50K -47, Local-gov,179048, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -28, Private,213842, Bachelors,13, Never-married, Tech-support, Own-child, White, Male,0,0,40, United-States, <=50K -24, Private,188274, Assoc-acdm,12, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -22, Private,86849, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -41, Self-emp-inc,67671, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, Canada, >50K -21, Private,243890, HS-grad,9, Never-married, Other-service, Other-relative, Black, Male,0,0,40, United-States, <=50K -51, Private,279337, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,48, United-States, <=50K -35, Private,333636, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,50,, >50K -58, State-gov,312351, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -43, Local-gov,175935, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,245297, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,35, United-States, <=50K -49, State-gov,70209, Doctorate,16, Divorced, Prof-specialty, Not-in-family, White, Female,14084,0,60, United-States, >50K -47, Local-gov,251588, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, Black, Male,0,0,40, United-States, >50K -33, Private,176992, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,3464,0,40, United-States, <=50K -51, State-gov,87205, Assoc-acdm,12, Divorced, Exec-managerial, Unmarried, White, Female,0,0,38, United-States, <=50K -43, Private,65545, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Female,0,0,46, United-States, <=50K -22, Private,289579, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -34, Private,360689, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1628,48, United-States, <=50K -43, Private,57600, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -42, Local-gov,247082, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,3103,0,50, United-States, >50K -36, Local-gov,188798, 11th,7, Separated, Prof-specialty, Unmarried, Other, Female,0,0,30, United-States, <=50K -19, Private,232261, 9th,5, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -19,,35507, Some-college,10, Never-married,, Own-child, White, Female,1055,0,40, United-States, <=50K -26, Private,301298, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,50, United-States, <=50K -38, Private,27016, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,43, United-States, <=50K -60, Private,166789, Some-college,10, Divorced, Tech-support, Not-in-family, White, Male,0,1408,50, United-States, <=50K -23, Private,94071, 9th,5, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,117767, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,18, United-States, <=50K -41, Private,219155, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, Italy, <=50K -20, Private,34616, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -35, Private,112341, Assoc-voc,11, Married-spouse-absent, Machine-op-inspct, Not-in-family, Black, Male,0,0,40, United-States, <=50K -28, Private,220656, 11th,7, Never-married, Exec-managerial, Not-in-family, Black, Male,0,0,40, United-States, <=50K -53, Private,239990, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -36, Private,139180, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Wife, Black, Female,0,0,40, United-States, <=50K -52, Private,215656, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,60, United-States, <=50K -43, State-gov,157999, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, >50K -23, Private,41763, Bachelors,13, Married-civ-spouse, Other-service, Husband, White, Male,0,0,30, United-States, <=50K -39, Private,299725, HS-grad,9, Divorced, Handlers-cleaners, Not-in-family, White, Female,0,0,37, United-States, <=50K -32, Private,198813, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -32, Private,431551, 10th,6, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,35, Mexico, <=50K -22, Private,195767, Bachelors,13, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,30, United-States, <=50K -26, Private,140649, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,295706, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,70, United-States, >50K -32, Private,324284, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,352426, Some-college,10, Never-married, Sales, Unmarried, White, Male,0,0,60, Mexico, <=50K -39, Private,126569, Bachelors,13, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40,, <=50K -81, Private,106390, 5th-6th,3, Widowed, Other-service, Not-in-family, Asian-Pac-Islander, Female,0,0,6, United-States, <=50K -29, Private,134813, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -65, Private,95644, Assoc-acdm,12, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -50, Private,254148, 5th-6th,3, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, Mexico, <=50K -44, Private,367819, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -30, Private,162370, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,35, United-States, <=50K -55, Self-emp-not-inc,204387, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -60, Federal-gov,248288, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -44, Private,175070, Bachelors,13, Divorced, Sales, Unmarried, White, Female,0,0,75, United-States, <=50K -51, Local-gov,169182, 7th-8th,4, Divorced, Other-service, Unmarried, White, Female,0,0,40, Columbia, <=50K -38, Self-emp-not-inc,223242, Some-college,10, Married-spouse-absent, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -29, State-gov,461929, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,3103,0,40, United-States, >50K -25, Self-emp-not-inc,114483, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,65, United-States, <=50K -45, Private,260543, Masters,14, Widowed, Machine-op-inspct, Other-relative, Asian-Pac-Islander, Female,0,0,40, China, <=50K -27, Private,237466, Bachelors,13, Never-married, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -57, Private,335605, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -31, Private,169122, HS-grad,9, Divorced, Other-service, Not-in-family, White, Male,0,0,28, United-States, <=50K -49, Private,176907, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -26, Private,264300, Assoc-acdm,12, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -34, Private,159187, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, <=50K -55, Private,303090, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1672,45, United-States, <=50K -33, Private,393702, Assoc-voc,11, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -19,,177923, Some-college,10, Never-married,, Own-child, White, Female,0,0,25, United-States, <=50K -21, Private,191265, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -22, Private,215074, Some-college,10, Married-civ-spouse, Other-service, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -19, Private,30597, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,35, United-States, <=50K -35, Self-emp-not-inc,28996, Assoc-voc,11, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,188069, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -55, Private,53481, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,15, United-States, >50K -37, Private,410034, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -64, Private,64544, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,12, United-States, <=50K -46, Private,204379, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,37, United-States, <=50K -23, Private,255252, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -26, Private,178037, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,40, Ireland, <=50K -26, Private,184303, 5th-6th,3, Married-spouse-absent, Priv-house-serv, Other-relative, White, Female,0,0,8, El-Salvador, <=50K -20, Private,175800, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,25, United-States, <=50K -88, Self-emp-not-inc,263569, 11th,7, Married-civ-spouse, Farming-fishing, Husband, White, Male,6418,0,40, United-States, >50K -42, Private,234508, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -50, Self-emp-not-inc,195372, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,36, United-States, <=50K -48, Private,265295, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,70, United-States, <=50K -40, Private,184846, HS-grad,9, Married-civ-spouse, Prof-specialty, Wife, White, Female,5178,0,40, United-States, >50K -47, Private,185400, 11th,7, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,70, United-States, <=50K -32, Private,360689, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -39, Private,200598, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, <=50K -38, Private,227615, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -25, Private,308144, Bachelors,13, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, Mexico, <=50K -44, Private,259674, Masters,14, Married-civ-spouse, Exec-managerial, Husband, Black, Male,5178,0,60, United-States, >50K -41, Private,182217, Some-college,10, Divorced, Tech-support, Unmarried, White, Female,0,0,30, United-States, <=50K -28, Private,230997, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,60, United-States, <=50K -31, Private,393702, HS-grad,9, Never-married, Prof-specialty, Own-child, White, Female,0,0,36, United-States, <=50K -57, Self-emp-not-inc,130957, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1887,70, United-States, >50K -20, Private,210444, Some-college,10, Never-married, Prof-specialty, Own-child, White, Male,0,0,25, United-States, <=50K -36,,172775, Some-college,10, Divorced,, Not-in-family, White, Female,0,0,40, United-States, >50K -53, Self-emp-inc,167914, Assoc-acdm,12, Never-married, Exec-managerial, Not-in-family, White, Male,0,1876,50, United-States, <=50K -71, Private,533660, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -39, Private,205997, Some-college,10, Married-civ-spouse, Sales, Wife, White, Female,0,0,21, United-States, <=50K -34, Private,253616, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, >50K -49, Private,148549, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, >50K -54, Local-gov,113649, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,233322, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -43, Self-emp-not-inc,325775, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,15, United-States, <=50K -30, Private,94235, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -47, Local-gov,336274, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -43, Private,147510, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Male,0,0,40, United-States, <=50K -48, Private,191389, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,38, United-States, <=50K -35, Private,174503, Some-college,10, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -24, Private,160968, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -23, Private,122797, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -38, Private,52263, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -21, Private,249282, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -27, Self-emp-not-inc,227332, Bachelors,13, Never-married, Sales, Other-relative, Asian-Pac-Islander, Male,0,0,50,, <=50K -37, Local-gov,289238, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -61, Private,153790, Assoc-acdm,12, Widowed, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -43, Local-gov,101563, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -52, Private,176240, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -56, Private,131608, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Ireland, >50K -27, Private,198286, Some-college,10, Married-spouse-absent, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -39, Self-emp-not-inc,222204, Some-college,10, Divorced, Other-service, Not-in-family, White, Female,3325,0,40, United-States, <=50K -47, Self-emp-not-inc,148169, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,347867, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,30, United-States, <=50K -40, Private,170413, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,1741,40, United-States, <=50K -33, Private,133861, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,62, United-States, <=50K -50, Federal-gov,289572, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -44, Local-gov,445382, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,7688,0,40, United-States, >50K -42, Self-emp-not-inc,151809, HS-grad,9, Divorced, Farming-fishing, Unmarried, White, Male,0,0,50, United-States, <=50K -49, Private,368355, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,43, United-States, >50K -43, Private,73333, Prof-school,15, Never-married, Farming-fishing, Not-in-family, White, Female,0,0,32, United-States, <=50K -41, Private,117585, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,1977,50, United-States, >50K -21, Private,107960, Some-college,10, Never-married, Transport-moving, Own-child, Asian-Pac-Islander, Male,0,0,20, China, <=50K -29, Private,196117, Bachelors,13, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -38, Self-emp-not-inc,126569, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Male,0,0,60, United-States, <=50K -25, Private,216741, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,45, United-States, <=50K -75, Private,254167, 10th,6, Widowed, Priv-house-serv, Not-in-family, White, Female,0,0,60, United-States, <=50K -52, Private,102444, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,38848, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -25, Private,55360, HS-grad,9, Never-married, Adm-clerical, Unmarried, Black, Male,0,0,40, United-States, <=50K -17, Private,140117, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,14, United-States, <=50K -36, Self-emp-not-inc,66883, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -52, Self-emp-not-inc,154728, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -22,,184756, Bachelors,13, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -48, Private,193047, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -54, Private,231342, Assoc-acdm,12, Divorced, Sales, Not-in-family, White, Male,0,0,32, United-States, <=50K -27, Private,310483, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -38, Federal-gov,174778, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,1980,40, United-States, <=50K -44, Federal-gov,130749, Bachelors,13, Separated, Exec-managerial, Unmarried, Black, Female,0,0,60, United-States, <=50K -38, Private,22463, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,15024,0,45, United-States, >50K -29, Private,159473, HS-grad,9, Never-married, Machine-op-inspct, Own-child, Black, Female,0,0,40, United-States, <=50K -63, Private,81605, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -51, State-gov,68684, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -22,,229799, Some-college,10, Never-married,, Other-relative, White, Male,0,0,45,, <=50K -17, Private,124661, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,35, United-States, <=50K -39, Private,117381, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -30, Private,53206, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,47, United-States, >50K -52, Private,172962, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -24,,243923, 9th,5, Married-civ-spouse,, Husband, White, Male,0,0,10, Mexico, <=50K -72, Private,132753, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,15, United-States, <=50K -43, Private,67339, Bachelors,13, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,15, United-States, <=50K -71, Private,101577, HS-grad,9, Divorced, Adm-clerical, Not-in-family, Asian-Pac-Islander, Female,0,1668,20, United-States, <=50K -39, Private,101192, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -51, State-gov,42901, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,70, United-States, >50K -43, Private,88787, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -39, Private,306504, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -30,,183746, HS-grad,9, Never-married,, Not-in-family, Black, Female,0,0,40, United-States, <=50K -19, Self-emp-not-inc,242965, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,24, United-States, <=50K -52, Private,427475, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,43, United-States, <=50K -60, Self-emp-inc,180512, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -30, Private,97723, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,30, United-States, <=50K -60, Private,208915, HS-grad,9, Widowed, Craft-repair, Other-relative, Asian-Pac-Islander, Female,0,0,40, Cambodia, <=50K -40, Local-gov,189189, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,20, United-States, <=50K -49, Self-emp-inc,327258, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,1977,60, China, >50K -31, Private,254494, Some-college,10, Never-married, Exec-managerial, Own-child, Black, Male,0,0,40, United-States, <=50K -23, Private,105577, Some-college,10, Never-married, Priv-house-serv, Not-in-family, White, Female,0,0,26, United-States, <=50K -34, Private,215124, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,192936, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,45, United-States, <=50K -35, Private,274158, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, Black, Male,3103,0,40, United-States, >50K -19, Private,318822, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -32, Private,171889, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,68, United-States, <=50K -17, Private,94492, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,19, United-States, <=50K -17, Private,73820, 12th,8, Never-married, Sales, Own-child, White, Female,0,0,8, United-States, <=50K -38, Private,32989, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -29, Private,197382, 11th,7, Never-married, Craft-repair, Not-in-family, White, Male,0,0,45, United-States, <=50K -35, Private,164526, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -43, Self-emp-inc,153205, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,70, India, >50K -40, Private,269168, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Asian-Pac-Islander, Male,0,0,40,, <=50K -43, Local-gov,126847, Masters,14, Married-spouse-absent, Prof-specialty, Unmarried, White, Female,7430,0,60, United-States, >50K -50, State-gov,211112, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,37, United-States, <=50K -29, Private,100049, HS-grad,9, Married-spouse-absent, Handlers-cleaners, Not-in-family, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -48, State-gov,104542, Masters,14, Widowed, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -59, Private,186479, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -22, Private,225272, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,20, United-States, <=50K -51, Private,346871, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -29, Private,142712, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -41, Private,46221, Prof-school,15, Never-married, Exec-managerial, Not-in-family, White, Male,4787,0,60, United-States, >50K -47, Private,349151, Assoc-voc,11, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, >50K -31, Private,111883, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, >50K -32, Private,46691, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Female,0,0,40, United-States, <=50K -28, Private,291789, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, Black, Female,0,0,50, United-States, <=50K -45, Private,201699, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,1628,40, United-States, <=50K -24, Federal-gov,219262, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -60, Self-emp-inc,160079, Masters,14, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,25, United-States, <=50K -58, Private,193374, HS-grad,9, Never-married, Priv-house-serv, Not-in-family, White, Male,0,1719,40, United-States, <=50K -37,,111268, Assoc-voc,11, Never-married,, Own-child, White, Female,0,0,32, United-States, <=50K -19, Private,410632, Some-college,10, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -35, Local-gov,33943, Some-college,10, Married-civ-spouse, Protective-serv, Husband, Other, Male,0,0,40, United-States, >50K -44, Federal-gov,269792, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,43, United-States, <=50K -46, Private,153328, Some-college,10, Never-married, Handlers-cleaners, Unmarried, Black, Female,0,0,40, United-States, <=50K -47, Private,162859, HS-grad,9, Divorced, Other-service, Own-child, Black, Female,0,0,40, United-States, <=50K -19,,258664, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -80, Private,22406, Bachelors,13, Never-married, Priv-house-serv, Not-in-family, White, Female,0,0,40, United-States, <=50K -39, Private,65624, 7th-8th,4, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,48, United-States, <=50K -43, Private,326232, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -28, Private,363257, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Black, Male,0,0,50, United-States, <=50K -35, Private,51700, Some-college,10, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Private,19678, Bachelors,13, Married-AF-spouse, Sales, Wife, Asian-Pac-Islander, Female,0,0,60, Philippines, >50K -21, Private,109199, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,15, United-States, <=50K -26, State-gov,36741, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,20, United-States, <=50K -41, Private,347653, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -23, Private,37514, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,55, United-States, <=50K -48, Private,355781, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,40, India, >50K -46, Private,86709, Some-college,10, Never-married, Other-service, Not-in-family, Asian-Pac-Islander, Male,0,0,45, United-States, <=50K -44, Self-emp-not-inc,22933, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -56, Self-emp-inc,83922, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,84, United-States, <=50K -27, Federal-gov,182637, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45,, >50K -57, Private,80149, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,40, Germany, >50K -60, Self-emp-not-inc,231770, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,65, United-States, >50K -60,,116746, 10th,6, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -30, Self-emp-not-inc,189759, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,45, United-States, <=50K -40, Self-emp-inc,46221, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Male,99999,0,55, United-States, >50K -58, State-gov,198145, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,35864, Bachelors,13, Never-married, Sales, Not-in-family, Amer-Indian-Eskimo, Male,0,0,60, United-States, <=50K -44, Federal-gov,259307, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -46, Private,129007, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,41, United-States, >50K -33, Private,169104, HS-grad,9, Married-civ-spouse, Other-service, Husband, Asian-Pac-Islander, Male,0,0,40, China, <=50K -37, Private,198097, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -21, Local-gov,224640, Assoc-acdm,12, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -17,,35603, 11th,7, Never-married,, Own-child, White, Female,0,0,16, United-States, <=50K -47, Self-emp-not-inc,85982, Masters,14, Never-married, Prof-specialty, Not-in-family, Amer-Indian-Eskimo, Female,0,0,60, United-States, <=50K -39, Private,230467, Bachelors,13, Never-married, Sales, Own-child, White, Male,0,0,40, Germany, <=50K -32, Self-emp-not-inc,168782, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,32, United-States, <=50K -24, Private,142566, 10th,6, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,45, United-States, <=50K -30, Federal-gov,195337, HS-grad,9, Never-married, Adm-clerical, Unmarried, Other, Female,1506,0,45, United-States, <=50K -24,,99829, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -40, Private,133456, HS-grad,9, Married-civ-spouse, Sales, Other-relative, White, Female,0,0,24, United-States, >50K -28, Local-gov,133136, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,35, United-States, <=50K -25, Private,211531, 12th,8, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Private,243867, Some-college,10, Never-married, Prof-specialty, Not-in-family, Black, Male,0,0,45, United-States, <=50K -47, Local-gov,284871, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,35, United-States, >50K -37, Federal-gov,188563, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,1876,40, United-States, <=50K -61, Private,173866, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, >50K -23, Private,114939, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,38, United-States, <=50K -30, Private,259425, Assoc-voc,11, Never-married, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, <=50K -48, Private,59159, HS-grad,9, Divorced, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Private,189439, HS-grad,9, Married-spouse-absent, Other-service, Unmarried, Black, Female,0,0,38, United-States, <=50K -56, Private,157786, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,48, United-States, >50K -41, Self-emp-inc,289636, Assoc-voc,11, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,48, United-States, <=50K -49, Self-emp-inc,154174, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -56, Private,70857, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -48, Private,183000, Some-college,10, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,40, United-States, >50K -37, Private,123104, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -21, State-gov,254620, Some-college,10, Never-married, Prof-specialty, Own-child, White, Male,0,0,16, United-States, <=50K -33, Local-gov,156464, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -60, Private,124987, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,20, United-States, <=50K -41, Private,413720, HS-grad,9, Married-civ-spouse, Transport-moving, Wife, White, Female,0,0,15, United-States, <=50K -33, Private,169886, 12th,8, Separated, Other-service, Unmarried, White, Female,0,0,50, Dominican-Republic, <=50K -31, Private,228873, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,110622, Masters,14, Divorced, Exec-managerial, Other-relative, Asian-Pac-Islander, Female,0,0,40, South, <=50K -31,,170513, HS-grad,9, Divorced,, Not-in-family, White, Female,0,0,99, United-States, <=50K -21,,221418, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -65, Private,151287, Masters,14, Separated, Exec-managerial, Not-in-family, Black, Male,0,0,20, United-States, <=50K -25, Private,235218, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -30, Private,111567, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,251603, Some-college,10, Never-married, Other-service, Unmarried, White, Female,0,0,20, United-States, <=50K -61, Private,136109, 11th,7, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,45, United-States, <=50K -29, Private,178610, Some-college,10, Divorced, Other-service, Unmarried, White, Female,0,0,21, United-States, <=50K -22, Private,192289, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,30, Puerto-Rico, <=50K -30, Private,49325, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,80, United-States, >50K -52, Private,229375, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -28, Private,125791, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -48, Private,75619, HS-grad,9, Divorced, Transport-moving, Other-relative, White, Male,0,0,60, United-States, <=50K -60, Private,247483, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -38, Private,289448, Masters,14, Never-married, Prof-specialty, Unmarried, Asian-Pac-Islander, Female,0,0,40, China, >50K -22,,122048, Some-college,10, Never-married,, Own-child, White, Female,0,0,35, United-States, <=50K -21, Private,177940, HS-grad,9, Married-spouse-absent, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -32, Self-emp-not-inc,399088, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Female,0,1340,45, United-States, <=50K -38, Private,108293, Assoc-voc,11, Divorced, Adm-clerical, Unmarried, White, Female,0,0,38, United-States, <=50K -60, Private,178249, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,1887,40, United-States, >50K -24, Local-gov,52262, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -41, Self-emp-not-inc,143046, Masters,14, Married-civ-spouse, Exec-managerial, Wife, White, Female,99999,0,50, United-States, >50K -59, Private,124318, HS-grad,9, Divorced, Exec-managerial, Other-relative, White, Female,0,0,45, United-States, <=50K -52, Federal-gov,57855, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -50, Private,355954, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -28, Private,143582, HS-grad,9, Married-spouse-absent, Other-service, Not-in-family, Asian-Pac-Islander, Female,0,0,40, South, <=50K -30, Private,220915, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -43, Private,172025, HS-grad,9, Widowed, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -24, Private,109813, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,3137,0,40, United-States, <=50K -45, Private,175600, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -26, Private,389856, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, Mexico, <=50K -41, Self-emp-not-inc,167081, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,2415,55, United-States, >50K -43, Self-emp-inc,179228, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,65, United-States, <=50K -23,,214542, Bachelors,13, Never-married,, Own-child, White, Male,0,0,42, United-States, <=50K -31, Private,1210504, 10th,6, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -55, Private,426263, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -18, Private,146225, 10th,6, Never-married, Other-service, Own-child, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -36, Self-emp-not-inc,240810, 12th,8, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -47, Private,100113, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,2051,40, United-States, <=50K -22, Private,214542, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -18, Private,41506, 11th,7, Never-married, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -24, Private,200121, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,45, United-States, <=50K -55, Private,199919, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,15, United-States, <=50K -22, Private,60668, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, <=50K -42, Private,208347, 11th,7, Never-married, Machine-op-inspct, Not-in-family, Other, Female,0,0,40, Puerto-Rico, <=50K -42, State-gov,184105, Assoc-voc,11, Married-civ-spouse, Other-service, Husband, White, Male,0,0,45, United-States, >50K -27, Private,255979, Bachelors,13, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -51, Self-emp-inc,251585, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,132222, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -49, Private,164733, HS-grad,9, Divorced, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, <=50K -33, Private,327902, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,3908,0,50, United-States, <=50K -30, Private,262092, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, <=50K -23, Private,299047, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -28, Self-emp-not-inc,146735, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -43, Private,154568, HS-grad,9, Married-civ-spouse, Tech-support, Husband, Asian-Pac-Islander, Male,0,0,40, Vietnam, >50K -37, Private,160916, 7th-8th,4, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, United-States, <=50K -33, Private,161444, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -32, State-gov,246282, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,2961,0,99,, <=50K -20,,147031, Some-college,10, Never-married,, Own-child, White, Male,0,0,15, United-States, <=50K -42, Private,220531, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,32, United-States, <=50K -22, Private,282202, HS-grad,9, Never-married, Exec-managerial, Unmarried, White, Male,0,0,40, Mexico, <=50K -26, Private,122485, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,4416,0,40, United-States, <=50K -32, Private,227012, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -67, Private,116502, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,30, United-States, <=50K -51, Private,163606, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -18, Private,211413, 11th,7, Never-married, Other-service, Own-child, White, Male,0,0,15, United-States, <=50K -33,,171637, HS-grad,9, Married-civ-spouse,, Own-child, White, Female,0,0,20, United-States, <=50K -57, Self-emp-not-inc,204387, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1977,10, United-States, >50K -24,,214542, Some-college,10, Never-married,, Not-in-family, White, Male,0,0,60, United-States, <=50K -29, Private,70100, HS-grad,9, Divorced, Craft-repair, Own-child, White, Male,0,0,40, Portugal, <=50K -42, Private,96115, Bachelors,13, Separated, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -47, Private,181758, HS-grad,9, Never-married, Transport-moving, Not-in-family, Black, Male,0,0,40, United-States, <=50K -74,,278557, Assoc-voc,11, Married-civ-spouse,, Husband, White, Male,0,0,32, United-States, <=50K -34, Federal-gov,168931, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, Other, Female,0,0,40, United-States, >50K -27, Private,397962, 10th,6, Married-civ-spouse, Other-service, Wife, Black, Female,0,0,30, United-States, <=50K -28, Private,113922, HS-grad,9, Separated, Transport-moving, Own-child, White, Female,0,0,17, United-States, <=50K -17, Private,318025, HS-grad,9, Never-married, Other-service, Other-relative, White, Male,0,0,20, United-States, <=50K -24, Private,287357, 11th,7, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -40, Self-emp-not-inc,33219, Assoc-acdm,12, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -81, Self-emp-inc,51646, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,2174,35, United-States, >50K -47, Federal-gov,51664, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,3908,0,40, United-States, <=50K -29, Private,195721, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,255575, Some-college,10, Never-married, Other-service, Unmarried, White, Female,0,0,30, United-States, <=50K -31, Private,200835, Bachelors,13, Married-spouse-absent, Prof-specialty, Not-in-family, Asian-Pac-Islander, Male,0,0,40, Japan, <=50K -22,,140414, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -38, Private,165579, HS-grad,9, Divorced, Tech-support, Not-in-family, White, Male,0,0,45, United-States, <=50K -37, Private,38948, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -35, Private,184685, Some-college,10, Never-married, Adm-clerical, Other-relative, Black, Female,0,0,40, United-States, <=50K -23, Private,86939, HS-grad,9, Divorced, Handlers-cleaners, Not-in-family, White, Male,0,0,50, United-States, <=50K -22, Private,215251, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,40, Germany, <=50K -53, Private,151159, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -40, Private,385266, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -68, Self-emp-inc,289349, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,9386,0,70, Germany, >50K -19, Private,232060, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,35, United-States, <=50K -28, Private,290429, 7th-8th,4, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,50, United-States, <=50K -45, Private,179048, 12th,8, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,35,, >50K -57, Self-emp-not-inc,98466, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,16, United-States, <=50K -51, Local-gov,142801, Masters,14, Widowed, Prof-specialty, Not-in-family, Black, Female,0,0,40, United-States, >50K -68, Self-emp-inc,119938, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -39, Private,172186, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,5013,0,40, United-States, <=50K -45, Local-gov,198759, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1848,40, United-States, >50K -45, State-gov,74305, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,35, United-States, >50K -80, Self-emp-inc,120796, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -55, Local-gov,190091, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -23, Private,197286, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -45, State-gov,129499, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -39, Private,30875, Bachelors,13, Divorced, Sales, Unmarried, White, Female,0,0,40, United-States, >50K -45, Self-emp-not-inc,172822, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,3411,0,40, United-States, <=50K -34, Private,107417, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -42, Local-gov,226902, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -21, Private,86557, Some-college,10, Never-married, Sales, Other-relative, Other, Female,0,0,30, United-States, <=50K -35, Private,98900, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -24, Local-gov,38707, Bachelors,13, Never-married, Transport-moving, Own-child, White, Male,0,0,20, United-States, <=50K -39, Private,286730, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -17, Private,221797, 12th,8, Never-married, Adm-clerical, Own-child, White, Female,594,0,20, United-States, <=50K -52,,175029, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,80, United-States, <=50K -49,,32184, HS-grad,9, Married-civ-spouse,, Wife, White, Female,5013,0,15, United-States, <=50K -31, Federal-gov,144949, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -48, Federal-gov,33084, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,50, United-States, >50K -30, Private,156464, Some-college,10, Never-married, Tech-support, Other-relative, White, Male,0,0,40, United-States, <=50K -38, Private,152307, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,30, United-States, >50K -32, Private,341954, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,1741,45,, <=50K -24, Private,235720, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,50, United-States, <=50K -47, Private,161187, 12th,8, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -56, Private,90017, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Portugal, <=50K -59, Private,192671, 11th,7, Married-civ-spouse, Adm-clerical, Husband, White, Male,7298,0,40, United-States, >50K -39, Self-emp-not-inc,102178, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,35, United-States, <=50K -22, Private,293136, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,30, United-States, <=50K -17, Local-gov,99568, 10th,6, Never-married, Prof-specialty, Own-child, White, Female,0,0,10, United-States, <=50K -66, Self-emp-not-inc,81413, 10th,6, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,30, United-States, <=50K -39, Private,31053, Some-college,10, Divorced, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -18, Private,31008, Some-college,10, Never-married, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -55, Private,221801, 5th-6th,3, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -26, Federal-gov,76491, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,55, United-States, <=50K -64, Private,286732, HS-grad,9, Widowed, Sales, Not-in-family, White, Female,0,0,17, United-States, <=50K -48, Self-emp-not-inc,196707, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,60, United-States, >50K -51, Federal-gov,23698, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, >50K -61, Private,224699, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,30, United-States, >50K -22, Private,131291, Some-college,10, Never-married, Prof-specialty, Own-child, White, Male,0,0,15, United-States, <=50K -19,,372665, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -44, Private,64506, Assoc-voc,11, Divorced, Other-service, Not-in-family, White, Male,0,0,20, United-States, <=50K -47, Private,139388, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -29, Private,425830, Assoc-acdm,12, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -39, Private,99146, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -37, State-gov,59200, HS-grad,9, Never-married, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -21, Private,37482, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -34, Private,188798, HS-grad,9, Separated, Adm-clerical, Unmarried, White, Female,0,0,32, United-States, <=50K -56, Private,100285, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,45, United-States, <=50K -31, State-gov,228446, Some-college,10, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -31, Private,19491, HS-grad,9, Divorced, Sales, Not-in-family, White, Male,2202,0,40, United-States, <=50K -28, Private,156967, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -47, Federal-gov,187581, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,48, United-States, >50K -56, Private,154490, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,38, United-States, <=50K -30, Private,101345, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -42, Local-gov,150533, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,46, United-States, <=50K -33, Private,93213, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -57, Private,257046, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,421837, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -41, Private,101593, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -42, Private,122215, HS-grad,9, Widowed, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, >50K -49, Private,272780, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,15024,0,60, Mexico, >50K -24, Private,190591, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, <=50K -30, Private,78374, HS-grad,9, Married-civ-spouse, Sales, Other-relative, Asian-Pac-Islander, Female,0,0,40,, <=50K -30,,121468, Bachelors,13, Married-civ-spouse,, Wife, Asian-Pac-Islander, Female,0,0,40, Hong, <=50K -31, Private,280927, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, >50K -25, Private,202480, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -47, Private,110088, 1st-4th,2, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -58,,129632, HS-grad,9, Never-married,, Not-in-family, White, Female,0,0,4, United-States, <=50K -37, Self-emp-not-inc,225860, Assoc-acdm,12, Married-spouse-absent, Farming-fishing, Not-in-family, White, Male,0,0,50, United-States, <=50K -25, Private,310545, Some-college,10, Never-married, Protective-serv, Own-child, White, Male,0,0,30, El-Salvador, <=50K -31, Private,178664, Some-college,10, Divorced, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -46, Self-emp-not-inc,198759, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -20, Private,259301, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,35, United-States, <=50K -31, Private,234537, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,7298,0,50, United-States, >50K -63, Private,427770, 12th,8, Divorced, Priv-house-serv, Unmarried, Black, Female,0,0,30, United-States, <=50K -19,,331702, HS-grad,9, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -20,,180052, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -54, Private,205337, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, <=50K -17, Private,236091, 10th,6, Never-married, Other-service, Own-child, White, Female,0,0,8, United-States, <=50K -40, Private,33895, HS-grad,9, Divorced, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -20,,447210, Some-college,10, Never-married,, Own-child, White, Female,0,0,20, United-States, <=50K -27, Private,226441, Bachelors,13, Never-married, Prof-specialty, Other-relative, White, Female,0,0,40, United-States, <=50K -41, State-gov,119721, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -32, Self-emp-not-inc,455995, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, >50K -35, Private,105813, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -24,,350917, HS-grad,9, Never-married,, Not-in-family, White, Female,0,0,30, United-States, <=50K -42, State-gov,191814, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -65, Private,399296, 5th-6th,3, Married-civ-spouse, Other-service, Other-relative, White, Female,0,0,20, Mexico, <=50K -47, Private,201595, HS-grad,9, Never-married, Adm-clerical, Unmarried, White, Male,0,0,40, United-States, <=50K -41, Private,143003, Masters,14, Married-civ-spouse, Tech-support, Husband, Asian-Pac-Islander, Male,0,1887,45, China, >50K -28, Private,74784, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,50, United-States, <=50K -20,,313045, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -22, Private,303781, Some-college,10, Never-married, Craft-repair, Own-child, Black, Male,0,0,40, United-States, <=50K -23, Private,236769, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -28, Self-emp-not-inc,264961, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -59, Private,144962, HS-grad,9, Widowed, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -59, Local-gov,435836, 10th,6, Married-civ-spouse, Other-service, Wife, White, Female,0,0,30, United-States, >50K -46, Private,186539, HS-grad,9, Divorced, Craft-repair, Other-relative, White, Male,0,0,48, United-States, >50K -23, Private,181796, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -47, Local-gov,398397, Masters,14, Never-married, Tech-support, Not-in-family, White, Male,0,0,40, United-States, <=50K -24, Private,196280, Assoc-voc,11, Never-married, Tech-support, Own-child, White, Female,0,0,38, United-States, <=50K -37, Federal-gov,31670, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -49, Self-emp-inc,65535, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -48, Local-gov,97680, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,15024,0,10, United-States, >50K -57, Self-emp-not-inc,47178, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,35, United-States, >50K -24, Self-emp-not-inc,151818, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,35, United-States, <=50K -40, Private,304530, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,197651, HS-grad,9, Never-married, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -64, Private,108054, HS-grad,9, Widowed, Transport-moving, Not-in-family, White, Male,0,0,22, United-States, <=50K -44, Private,179666, Some-college,10, Divorced, Transport-moving, Unmarried, White, Male,0,0,35, England, <=50K -45, Private,142909, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -24, Private,231261, 12th,8, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,50, United-States, <=50K -42, State-gov,119008, Assoc-acdm,12, Divorced, Tech-support, Not-in-family, Black, Female,0,1974,40, United-States, <=50K -27, Private,168138, HS-grad,9, Never-married, Tech-support, Not-in-family, White, Male,0,0,45, United-States, <=50K -54, Private,217850, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, >50K -50, Self-emp-not-inc,343242, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,55, United-States, <=50K -19,,167087, Some-college,10, Never-married,, Own-child, White, Female,0,0,20, United-States, <=50K -27, Private,200179, HS-grad,9, Divorced, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -35, Private,172252, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -39, Private,132879, Doctorate,16, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,42, United-States, >50K -21, Private,240063, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,48, United-States, <=50K -19, Private,425816, Some-college,10, Never-married, Sales, Unmarried, Black, Female,0,0,40, United-States, <=50K -39, Local-gov,167571, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,2885,0,30, United-States, <=50K -39, Private,85566, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,123799, Bachelors,13, Divorced, Exec-managerial, Unmarried, White, Male,0,0,42, United-States, <=50K -28, Private,194690, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,266347, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -62, Private,68268, 10th,6, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -59, Self-emp-inc,145574, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -29, Private,128666, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,119411, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -38, Private,276552, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -22,,305423, Some-college,10, Never-married,, Own-child, White, Male,0,0,36, United-States, <=50K -38, Federal-gov,104236, Assoc-acdm,12, Divorced, Adm-clerical, Unmarried, White, Female,1471,0,40, United-States, <=50K -48,,136455, Some-college,10, Divorced,, Not-in-family, White, Female,0,0,16, United-States, <=50K -71, Self-emp-not-inc,139889, 11th,7, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,75, United-States, >50K -39, Local-gov,102953, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -36,,320183, 11th,7, Never-married,, Own-child, Black, Male,0,0,24, United-States, <=50K -47, Private,83407, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,84, United-States, >50K -22,,118910, Some-college,10, Never-married,, Not-in-family, White, Male,0,0,43, United-States, <=50K -41, Private,99254, Masters,14, Divorced, Other-service, Unmarried, Black, Female,0,0,30, United-States, <=50K -43, State-gov,198766, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -20, Private,191832, 12th,8, Never-married, Other-service, Unmarried, White, Male,0,0,40,, <=50K -23, Private,146178, HS-grad,9, Separated, Adm-clerical, Other-relative, White, Male,0,0,46, United-States, <=50K -35, Private,132879, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -44, Private,94706, Bachelors,13, Married-spouse-absent, Sales, Unmarried, Asian-Pac-Islander, Male,0,0,40, Laos, <=50K -48, Local-gov,273767, Masters,14, Married-civ-spouse, Exec-managerial, Wife, White, Female,7688,0,40, United-States, >50K -43, Self-emp-not-inc,204235, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -62,,181782, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,15, United-States, <=50K -39, State-gov,144860, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -44, Private,185832, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,7298,0,40, United-States, >50K -81, Private,55314, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,4, United-States, >50K -44, Private,200194, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,339772, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -54, Private,159755, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,40, United-States, >50K -24, Private,200207, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -27, Private,31493, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,30, United-States, <=50K -31, Private,168981, HS-grad,9, Married-civ-spouse, Adm-clerical, Own-child, White, Female,0,0,38, United-States, <=50K -20, Private,201729, Some-college,10, Never-married, Protective-serv, Own-child, White, Male,0,0,33, United-States, <=50K -30, Self-emp-not-inc,105749, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -56, Federal-gov,101847, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,4064,0,40, United-States, <=50K -46, Private,110646, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,56, United-States, <=50K -34, Private,139753, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,2174,0,50, United-States, <=50K -25, Private,255004, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,30, United-States, <=50K -34, Private,341954, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -43, Private,124330, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,46, United-States, <=50K -46, Private,64563, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1887,45, United-States, >50K -32, Self-emp-not-inc,29254, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, >50K -25,,182810, Some-college,10, Never-married,, Not-in-family, White, Female,0,1564,37, United-States, >50K -33,,139051, 11th,7, Separated,, Unmarried, Black, Female,0,0,53, United-States, <=50K -31, Private,151053, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,34, United-States, <=50K -66, Self-emp-inc,45702, 10th,6, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -26,,138685, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -37, Private,164193, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -73, Private,109651, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,30, United-States, <=50K -30, Private,126364, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,45, United-States, <=50K -31, Private,328199, HS-grad,9, Never-married, Tech-support, Not-in-family, White, Female,2354,0,40, United-States, <=50K -44, Self-emp-not-inc,180096, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,20, United-States, <=50K -23, Private,197613, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -35, Private,170195, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -48, Federal-gov,56482, 10th,6, Never-married, Craft-repair, Not-in-family, Black, Male,0,0,40, United-States, <=50K -53, Private,23686, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Female,0,1741,40, United-States, <=50K -62, State-gov,200916, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -44, Private,160261, HS-grad,9, Married-civ-spouse, Other-service, Husband, Asian-Pac-Islander, Male,0,2377,35, Hong, <=50K -21, Private,129232, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -22, Local-gov,249727, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -35, State-gov,106448, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,45, United-States, <=50K -61, Local-gov,313852, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -33, Private,213722, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,35, Greece, <=50K -29, Private,120645, Assoc-acdm,12, Married-civ-spouse, Tech-support, Wife, Black, Female,0,0,40, United-States, <=50K -78,,167336, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,16, United-States, <=50K -21, Self-emp-not-inc,199419, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,50, United-States, <=50K -23, Private,132053, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -21, Private,311570, Assoc-acdm,12, Never-married, Tech-support, Own-child, White, Female,0,0,35, United-States, <=50K -30, Private,187203, Bachelors,13, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -76, Private,201240, HS-grad,9, Never-married, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -51, Private,150999, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -30, Self-emp-not-inc,24961, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -36, Local-gov,152021, 11th,7, Divorced, Other-service, Unmarried, Black, Female,0,0,30, United-States, <=50K -20, Private,374116, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -73, Private,35370, Bachelors,13, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, >50K -38, Private,65291, Bachelors,13, Married-civ-spouse, Tech-support, Wife, White, Female,0,0,24, United-States, <=50K -71,,283889, HS-grad,9, Married-spouse-absent,, Not-in-family, Black, Male,0,1816,40, United-States, <=50K -36, Self-emp-not-inc,48585, Some-college,10, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,4, United-States, <=50K -26, Private,132661, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -52, Private,267583, 10th,6, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -50, Private,313297, 5th-6th,3, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,40, Mexico, <=50K -66, Private,290578, 7th-8th,4, Separated, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -32, Private,246038, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, >50K -42, Federal-gov,125461, Assoc-voc,11, Divorced, Exec-managerial, Unmarried, White, Male,0,323,40, United-States, <=50K -56, Self-emp-not-inc,206149, 7th-8th,4, Never-married, Other-service, Unmarried, Black, Female,0,0,58, United-States, <=50K -59, Local-gov,205718, Some-college,10, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,24, Canada, <=50K -37, Private,241153, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,50, United-States, >50K -49, Private,186706, HS-grad,9, Married-civ-spouse, Craft-repair, Wife, White, Female,7688,0,40, United-States, >50K -60, Private,216574, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, >50K -46, Private,49570, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -42, State-gov,82161, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,72, United-States, >50K -44, Private,191268, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,43, United-States, <=50K -31, Private,59469, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Private,197947, Some-college,10, Divorced, Sales, Not-in-family, White, Male,0,0,58, United-States, <=50K -35, Private,180131, Bachelors,13, Separated, Sales, Not-in-family, White, Male,0,0,50, United-States, >50K -17, Private,156732, 11th,7, Never-married, Other-service, Other-relative, White, Female,0,0,20, United-States, <=50K -22, Private,415755, 7th-8th,4, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,228254, Some-college,10, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,37, United-States, <=50K -28, Self-emp-not-inc,414599, Assoc-acdm,12, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,21, Guatemala, <=50K -35, Private,357173, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -49,,111282, 7th-8th,4, Married-civ-spouse,, Husband, White, Male,4386,0,99, United-States, >50K -38, Private,174308, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,48, United-States, <=50K -49, Federal-gov,61885, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -42, Private,123838, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -53, Private,119170, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,1740,40, United-States, <=50K -59, Private,219426, 9th,5, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -18, Self-emp-inc,184920, HS-grad,9, Never-married, Farming-fishing, Own-child, White, Male,0,0,25, United-States, <=50K -39, Local-gov,187385, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,28, United-States, >50K -26, Private,234258, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,40, United-States, <=50K -24, Private,387663, Some-college,10, Married-spouse-absent, Farming-fishing, Unmarried, White, Female,0,0,40, United-States, <=50K -45, Private,151817, Masters,14, Separated, Tech-support, Unmarried, White, Female,0,0,36, United-States, <=50K -34, Private,187203, Prof-school,15, Married-civ-spouse, Sales, Husband, White, Male,7688,0,40, United-States, >50K -27, Local-gov,67187, HS-grad,9, Divorced, Adm-clerical, Not-in-family, Amer-Indian-Eskimo, Female,0,0,33, United-States, <=50K -48, Private,194526, Some-college,10, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, United-States, <=50K -20, Private,73266, Some-college,10, Never-married, Transport-moving, Own-child, Asian-Pac-Islander, Male,0,0,40, United-States, <=50K -49, Self-emp-not-inc,340755, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,5178,0,40, United-States, >50K -26, Private,168552, HS-grad,9, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -38, Self-emp-inc,188069, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,15024,0,40, United-States, >50K -27, Private,198587, HS-grad,9, Never-married, Sales, Unmarried, Black, Female,0,0,60, United-States, <=50K -21, State-gov,33423, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,35, United-States, <=50K -40, Federal-gov,190910, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -47, Private,195963, 7th-8th,4, Never-married, Transport-moving, Not-in-family, Other, Male,0,0,48, Puerto-Rico, <=50K -24, Private,345066, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, Black, Female,0,0,50, United-States, <=50K -43, Private,195258, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -44, Private,262233, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Male,0,0,47, United-States, <=50K -56, Private,78707, 9th,5, Married-civ-spouse, Other-service, Wife, White, Female,4508,0,28, United-States, <=50K -53, Self-emp-inc,251240, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,2415,50, United-States, >50K -36, Self-emp-not-inc,414056, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -56, Local-gov,174564, 12th,8, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -26, Private,236242, Assoc-voc,11, Never-married, Adm-clerical, Not-in-family, White, Female,0,1590,40, United-States, <=50K -31, Private,31286, Assoc-voc,11, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -19, Private,234476, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,7, United-States, <=50K -26, Private,414916, HS-grad,9, Never-married, Tech-support, Other-relative, White, Male,0,0,40, United-States, <=50K -40, Private,223881, Some-college,10, Divorced, Tech-support, Not-in-family, White, Male,0,0,50, United-States, <=50K -21, Private,284651, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -35, Private,38948, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,3103,0,40, United-States, >50K -33, Private,157887, 9th,5, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, <=50K -59, Private,70796, HS-grad,9, Married-civ-spouse, Priv-house-serv, Wife, Black, Female,0,0,15, United-States, <=50K -49, Local-gov,97176, HS-grad,9, Widowed, Other-service, Not-in-family, White, Female,0,0,47, United-States, <=50K -54, Private,146834, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,490645, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,2829,0,42, United-States, <=50K -61, State-gov,31577, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,30, United-States, <=50K -33, Private,145437, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,43, United-States, <=50K -36, State-gov,21798, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,15024,0,40, Germany, >50K -57, Private,142076, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,4386,0,40, United-States, >50K -22, Private,136230, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -47, Private,184169, Masters,14, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, >50K -23, Private,175778, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,20, United-States, <=50K -46, Local-gov,59174, HS-grad,9, Widowed, Prof-specialty, Unmarried, Amer-Indian-Eskimo, Female,0,0,33, United-States, <=50K -49, Private,123713, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,45, United-States, <=50K -67,,222362, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,2, United-States, >50K -51, Private,108435, 12th,8, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -21, Private,39182, Assoc-acdm,12, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -33, Local-gov,203051, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,46, United-States, <=50K -45, Federal-gov,363418, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -27, Local-gov,113054, Bachelors,13, Never-married, Protective-serv, Not-in-family, White, Female,0,0,32, United-States, <=50K -27, Local-gov,163320, Assoc-acdm,12, Never-married, Protective-serv, Own-child, White, Male,0,0,40, United-States, <=50K -34, Private,118710, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -56, Private,170066, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -24, Private,135267, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -24, Private,361278, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -59, Self-emp-not-inc,165867, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,25, United-States, <=50K -33, Private,300497, Some-college,10, Divorced, Machine-op-inspct, Not-in-family, Black, Male,0,0,40, United-States, <=50K -49, State-gov,255928, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,27305, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -34, Private,29933, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -43, Private,265434, 11th,7, Never-married, Other-service, Not-in-family, Black, Male,0,0,40, United-States, <=50K -18, Private,145643, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,9, United-States, <=50K -31,,162041, HS-grad,9, Never-married,, Own-child, White, Female,0,0,15, United-States, <=50K -30, Private,119562, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,3942,0,40, United-States, <=50K -29, Private,115549, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,2635,0,40, United-States, <=50K -50, Private,39590, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,48, United-States, >50K -24, Private,97676, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -53, Private,34973, 11th,7, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -52, Private,312446, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -42, Federal-gov,88909, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -36, Private,117381, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55, United-States, >50K -34, Self-emp-inc,513977, HS-grad,9, Divorced, Craft-repair, Not-in-family, Black, Male,0,0,50, United-States, <=50K -38, Federal-gov,39089, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,6849,0,50, United-States, <=50K -32, Private,341672, Bachelors,13, Never-married, Sales, Not-in-family, Asian-Pac-Islander, Male,2174,0,45, Taiwan, <=50K -31, Local-gov,400535, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,72, United-States, <=50K -34, Self-emp-not-inc,338042, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -49, Private,216734, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -54, Self-emp-not-inc,224207, HS-grad,9, Widowed, Craft-repair, Not-in-family, White, Male,6849,0,50, United-States, <=50K -58, Private,107897, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,40, United-States, >50K -28, Private,205903, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,191754, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -26, Private,216225, Assoc-acdm,12, Married-civ-spouse, Sales, Wife, White, Female,0,0,50, United-States, >50K -33, Private,125762, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,201062, HS-grad,9, Married-civ-spouse, Other-service, Other-relative, Black, Female,0,0,40, Jamaica, <=50K -53, Local-gov,25820, Assoc-voc,11, Divorced, Exec-managerial, Not-in-family, Amer-Indian-Eskimo, Male,0,0,48, United-States, <=50K -33, Private,553405, Assoc-voc,11, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -45, Federal-gov,78022, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -27, Private,207631, 5th-6th,3, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,52, Mexico, <=50K -35, Private,203988, HS-grad,9, Divorced, Sales, Not-in-family, White, Male,0,0,60, United-States, <=50K -47, Private,122194, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Female,0,0,40, United-States, <=50K -17, Private,318918, 10th,6, Never-married, Farming-fishing, Own-child, White, Male,0,0,30, United-States, <=50K -55, Self-emp-inc,264453, Assoc-voc,11, Divorced, Exec-managerial, Unmarried, White, Male,0,0,30, United-States, <=50K -28, Self-emp-not-inc,183523, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, <=50K -46, Self-emp-not-inc,98881, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,45, United-States, <=50K -18, Private,184101, 11th,7, Never-married, Farming-fishing, Own-child, White, Male,0,0,6, United-States, <=50K -43, Local-gov,135056, HS-grad,9, Separated, Adm-clerical, Other-relative, White, Female,0,0,35, United-States, <=50K -60, Self-emp-not-inc,71457, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,4508,0,8, United-States, <=50K -55, Self-emp-not-inc,96459, 10th,6, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,1887,70, United-States, >50K -52, Private,134184, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,2597,0,36, United-States, <=50K -40, Private,153132, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,31, United-States, <=50K -52, Private,173991, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,38, United-States, <=50K -27, Federal-gov,96219, HS-grad,9, Never-married, Tech-support, Own-child, White, Female,0,0,40, United-States, <=50K -44, Private,152744, Masters,14, Never-married, Prof-specialty, Not-in-family, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -56, Private,182142, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -35, Private,48915, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Private,24126, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -47, Local-gov,263984, HS-grad,9, Married-civ-spouse, Other-service, Husband, Black, Male,0,0,40, Puerto-Rico, <=50K -42, Local-gov,118261, Assoc-voc,11, Divorced, Prof-specialty, Unmarried, White, Female,0,0,50, United-States, <=50K -63, Private,106141, 7th-8th,4, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -48, State-gov,355320, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,15, Germany, >50K -19,,497414, 7th-8th,4, Never-married,, Not-in-family, White, Female,0,0,35, Mexico, <=50K -41, Private,118915, Bachelors,13, Separated, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -17, Private,75885, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,10, United-States, <=50K -26, State-gov,93806, Some-college,10, Never-married, Adm-clerical, Other-relative, White, Male,0,0,25, United-States, <=50K -33, Local-gov,255058, Bachelors,13, Divorced, Prof-specialty, Own-child, White, Male,0,2339,40, United-States, <=50K -41, Private,120277, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -20, Private,120046, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,25, United-States, <=50K -26, Private,209384, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -35, Local-gov,742903, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -47, Self-emp-inc,147869, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -21,,208117, 10th,6, Never-married,, Not-in-family, White, Female,0,0,30, United-States, <=50K -64, Private,268965, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,22, United-States, <=50K -32, Private,41210, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -47, Private,128378, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,40, United-States, <=50K -22, Private,131291, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,20, United-States, <=50K -35, Private,187046, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,45, United-States, <=50K -53, Private,221672, 12th,8, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -29, Self-emp-not-inc,70100, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,80, United-States, <=50K -23, Private,199586, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -45, Private,243743, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -20, State-gov,375931, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,15, United-States, <=50K -42, Private,139012, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,40, Vietnam, >50K -45, Private,167617, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -77, Private,88269, 5th-6th,3, Married-civ-spouse, Other-service, Husband, White, Male,0,0,20, United-States, <=50K -32, Private,70377, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -21, Private,431745, Some-college,10, Never-married, Other-service, Not-in-family, Black, Female,0,0,10, United-States, <=50K -32, Private,72967, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,25, United-States, >50K -41, Private,174373, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,30, United-States, >50K -42, Private,145178, HS-grad,9, Separated, Tech-support, Not-in-family, Black, Female,0,0,40, United-States, <=50K -23,,138938, HS-grad,9, Married-civ-spouse,, Own-child, White, Female,0,0,3, United-States, <=50K -26, Local-gov,113948, Bachelors,13, Never-married, Protective-serv, Not-in-family, White, Female,0,0,48, United-States, <=50K -66, Private,135446, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,43711, HS-grad,9, Never-married, Other-service, Not-in-family, White, Male,0,0,30, United-States, <=50K -40, Private,137304, Bachelors,13, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,65, United-States, <=50K -21, Private,180690, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -40, Private,135384, HS-grad,9, Separated, Machine-op-inspct, Unmarried, Black, Female,0,0,40, United-States, <=50K -48, Private,178137, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,44, United-States, <=50K -62, Self-emp-not-inc,113440, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,40, United-States, >50K -45, Private,110243, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -42, Self-emp-inc,165981, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, <=50K -20, Private,246635, Some-college,10, Never-married, Sales, Own-child, White, Female,2597,0,20, United-States, <=50K -30, Private,553405, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -59, Private,137506, 9th,5, Widowed, Handlers-cleaners, Unmarried, White, Male,0,0,40, United-States, <=50K -22, Private,313730, Assoc-acdm,12, Never-married, Farming-fishing, Not-in-family, Black, Female,0,0,40, United-States, <=50K -23, Federal-gov,102684, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,60, United-States, <=50K -55, Private,265579, Some-college,10, Widowed, Exec-managerial, Not-in-family, White, Female,2354,0,40, United-States, <=50K -58, Private,101338, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Greece, >50K -67, Private,188903, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -51, Private,231919, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -38,,139770, Masters,14, Married-civ-spouse,, Wife, White, Female,0,0,48, United-States, >50K -37, Private,253006, Some-college,10, Separated, Sales, Not-in-family, White, Male,0,0,45, United-States, <=50K -34, Private,258425, Assoc-voc,11, Never-married, Sales, Not-in-family, Amer-Indian-Eskimo, Male,2597,0,45, United-States, <=50K -49, Private,168837, Assoc-voc,11, Divorced, Other-service, Unmarried, White, Female,0,0,20, United-States, <=50K -46, Private,177536, Some-college,10, Divorced, Sales, Unmarried, White, Male,0,0,60, United-States, <=50K -29, Private,168524, Some-college,10, Never-married, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -19, Self-emp-inc,108551, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,20, United-States, <=50K -38, Self-emp-not-inc,180477, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,37, United-States, >50K -58, Self-emp-not-inc,162970, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -43, Private,104196, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,43, United-States, <=50K -34, Private,329288, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,4386,0,55, United-States, >50K -59, Self-emp-not-inc,39398, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,42, United-States, <=50K -33, Private,70240, Some-college,10, Never-married, Other-service, Own-child, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -17, Private,153021, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,6, United-States, <=50K -29, Local-gov,152461, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -33, Private,171892, Assoc-acdm,12, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,42, United-States, <=50K -45, Private,128141, 11th,7, Separated, Tech-support, Unmarried, White, Female,0,0,40, Puerto-Rico, <=50K -68, Private,182574, Some-college,10, Widowed, Adm-clerical, Not-in-family, White, Female,991,0,29, United-States, <=50K -33, Local-gov,189145, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,20, United-States, <=50K -49, Self-emp-inc,218835, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -46, Local-gov,132994, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,7688,0,40, United-States, >50K -54, Private,83103, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,67, United-States, <=50K -31, Private,198103, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -25,,177812, Bachelors,13, Never-married,, Not-in-family, White, Male,0,0,40, United-States, <=50K -39, Self-emp-inc,144154, Bachelors,13, Never-married, Prof-specialty, Unmarried, White, Female,0,0,80, United-States, <=50K -56, Private,169086, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,55,, >50K -36, Private,140854, 7th-8th,4, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,45, Portugal, <=50K -20,,218875, Some-college,10, Never-married,, Other-relative, White, Female,0,0,20, United-States, <=50K -35, Self-emp-not-inc,187589, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,7, United-States, <=50K -36, Private,112271, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,0,1902,40, United-States, >50K -27, Private,199118, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, Mexico, <=50K -46, Private,178642, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Wife, White, Female,0,0,40, United-States, >50K -34, Private,113708, 12th,8, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,59, United-States, >50K -29, Federal-gov,185670, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,303187, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, Asian-Pac-Islander, Male,0,0,44,, >50K -49, Private,209739, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,60, United-States, >50K -52, Self-emp-not-inc,155278, 10th,6, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,119422, Assoc-voc,11, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -46, Local-gov,326292, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -35, Private,212512, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -37, Private,33440, HS-grad,9, Separated, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -38, State-gov,185180, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,40, United-States, >50K -46, Self-emp-not-inc,504941, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -42, Private,192014, 9th,5, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,24, United-States, <=50K -48, Self-emp-inc,192755, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,55, Canada, >50K -59, Private,220896, Prof-school,15, Divorced, Other-service, Not-in-family, White, Male,27828,0,60, United-States, >50K -22, Private,189832, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,25, United-States, <=50K -38, Private,235638, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, Black, Female,0,0,40, United-States, <=50K -39, Private,134367, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Female,0,0,43, United-States, <=50K -41, Private,171231, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Peru, <=50K -19, Private,253529, 12th,8, Never-married, Adm-clerical, Own-child, White, Male,0,0,9, United-States, <=50K -47, State-gov,210557, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -47, Private,362835, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -55, Private,186479, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -37, State-gov,115360, Masters,14, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -29, Private,184806, Assoc-acdm,12, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -34, Self-emp-not-inc,450141, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,35, United-States, >50K -41, Private,200479, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -34, Private,152493, HS-grad,9, Divorced, Transport-moving, Unmarried, White, Male,0,0,60, United-States, <=50K -29, Private,135791, Bachelors,13, Married-civ-spouse, Exec-managerial, Wife, White, Female,15024,0,50, Cuba, >50K -37, Self-emp-not-inc,50096, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,30, United-States, <=50K -55, Private,173832, Masters,14, Divorced, Sales, Not-in-family, White, Male,10520,0,40, United-States, >50K -52, Private,224198, HS-grad,9, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,45, United-States, <=50K -57, Private,111553, 9th,5, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -67, Private,191380, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -20, Private,34242, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -58, Private,100054, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,1902,70, United-States, >50K -62, Private,110103, HS-grad,9, Widowed, Craft-repair, Unmarried, Black, Female,0,0,40, United-States, <=50K -40, Private,196626, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,45, United-States, >50K -66,,194480, 11th,7, Married-civ-spouse,, Husband, White, Male,0,2377,2, United-States, >50K -26, Private,190040, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -42, Private,152629, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -18, Federal-gov,263162, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -34, Private,205581, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, United-States, <=50K -50, Private,155434, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, >50K -30, Private,415922, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Other, Male,0,0,32, United-States, <=50K -42, Local-gov,221581, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -37, Private,135089, Some-college,10, Divorced, Other-service, Unmarried, White, Female,0,0,56, United-States, <=50K -47, Private,117774, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, Portugal, <=50K -46, Private,206707, Some-college,10, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -30, Private,315640, Masters,14, Never-married, Prof-specialty, Not-in-family, Asian-Pac-Islander, Male,0,0,45, Iran, >50K -52, Private,210736, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,7298,0,50, United-States, >50K -23, Local-gov,456665, HS-grad,9, Never-married, Other-service, Own-child, Black, Male,0,0,40, United-States, <=50K -35, Self-emp-not-inc,133935, Some-college,10, Married-spouse-absent, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -44, Private,106982, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,70, United-States, <=50K -35, Private,126569, Masters,14, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -31, State-gov,209954, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -50, State-gov,46401, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -29, Private,410216, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,410509, HS-grad,9, Divorced, Handlers-cleaners, Unmarried, White, Male,0,0,40, United-States, <=50K -22, Private,382199, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,84130, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,243380, Masters,14, Divorced, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -31, Private,329635, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,50, United-States, >50K -20,,265434, Some-college,10, Never-married,, Own-child, White, Female,0,0,10, United-States, <=50K -23, Private,241752, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,172579, HS-grad,9, Married-civ-spouse, Craft-repair, Wife, White, Female,0,0,40, United-States, <=50K -48, Local-gov,121179, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,52, United-States, <=50K -46, Private,76131, 5th-6th,3, Married-civ-spouse, Other-service, Wife, Asian-Pac-Islander, Female,0,0,40, Philippines, >50K -57, Private,138777, Bachelors,13, Married-civ-spouse, Protective-serv, Wife, White, Female,0,0,45, Germany, >50K -44, State-gov,195212, Masters,14, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,52, United-States, <=50K -20, Private,315135, Some-college,10, Never-married, Transport-moving, Own-child, White, Male,0,0,15, United-States, <=50K -44, Private,248406, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -51, Private,283314, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,15024,0,40,, >50K -29, Private,231601, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -71, Self-emp-not-inc,126807, Masters,14, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,1411,70, United-States, <=50K -31, Private,198513, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -37, Private,162651, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, Columbia, <=50K -90, Private,197613, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, >50K -49, Private,184098, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -46, Local-gov,187505, Masters,14, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40,, <=50K -53, Private,174655, 7th-8th,4, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -17, Private,161123, 12th,8, Never-married, Other-service, Own-child, White, Male,0,0,32, United-States, <=50K -43, Private,390369, 1st-4th,2, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,70, Mexico, <=50K -35, Self-emp-not-inc,354520, HS-grad,9, Married-spouse-absent, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -25, Private,364631, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,40, Mexico, <=50K -35, Private,323120, Assoc-acdm,12, Never-married, Machine-op-inspct, Not-in-family, White, Female,0,0,44, United-States, >50K -58, State-gov,32367, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -88, Private,30102, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,1816,50,, <=50K -51, Private,229259, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -31, Private,274818, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -40, Self-emp-inc,248476, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -38, Private,98080, Some-college,10, Never-married, Adm-clerical, Other-relative, Other, Male,0,0,40, India, <=50K -44, Private,56651, Assoc-acdm,12, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,42, United-States, <=50K -43, Private,216411, 1st-4th,2, Never-married, Adm-clerical, Unmarried, White, Female,0,0,30, Dominican-Republic, <=50K -31, Private,226443, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1977,70, United-States, >50K -21, Private,119039, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,18, United-States, <=50K -25, Private,136277, Bachelors,13, Never-married, Adm-clerical, Own-child, Black, Female,0,0,40, United-States, <=50K -52, Local-gov,149508, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -53, Private,449376, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, Black, Male,0,0,40, United-States, >50K -18, Private,143450, Some-college,10, Never-married, Handlers-cleaners, Own-child, Black, Male,0,0,20, United-States, <=50K -41, Private,227065, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,40, United-States, <=50K -26, Private,175801, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -29, Private,260346, HS-grad,9, Separated, Other-service, Not-in-family, White, Female,0,0,25, United-States, <=50K -37, Private,54159, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,45, United-States, <=50K -24, Private,143246, Some-college,10, Never-married, Machine-op-inspct, Own-child, Black, Female,2597,0,45, United-States, <=50K -32, Private,115854, Some-college,10, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,41, United-States, <=50K -35, Private,138441, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -23, Self-emp-not-inc,149704, 10th,6, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -38, Private,22245, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -27, Private,104017, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,1628,50, United-States, <=50K -46, Private,165468, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -22, Private,181557, Some-college,10, Never-married, Handlers-cleaners, Own-child, Black, Male,0,0,35, United-States, <=50K -38, Private,220694, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,80, United-States, >50K -27, Local-gov,190330, Assoc-voc,11, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -45, Federal-gov,109209, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,45, United-States, <=50K -32, Private,187815, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -38, Federal-gov,236648, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -21, Private,53306, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -33, Private,418645, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,50, United-States, <=50K -27, Private,217530, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,45, Mexico, <=50K -19, Private,135066, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,20, United-States, <=50K -20, Local-gov,38455, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,10, United-States, <=50K -37, Self-emp-not-inc,53553, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,75, United-States, <=50K -18, Private,117857, 11th,7, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -72, Self-emp-not-inc,379376, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,35, United-States, <=50K -31, Private,191932, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Female,0,2258,40, United-States, <=50K -33, Private,234067, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -47, Private,348886, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -46, Private,142490, Some-college,10, Divorced, Machine-op-inspct, Not-in-family, Black, Female,0,0,40, United-States, <=50K -42,,155190, Bachelors,13, Married-civ-spouse,, Husband, Black, Male,2580,0,8, United-States, <=50K -22, Private,176178, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,36, United-States, <=50K -53, Private,149220, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -59, Federal-gov,188047, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,40, United-States, <=50K -36, Private,258102, Assoc-voc,11, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -34, Private,185216, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -61, Private,219701, 12th,8, Divorced, Protective-serv, Not-in-family, White, Male,0,0,37, Cuba, <=50K -40, Private,235523, HS-grad,9, Separated, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -35, Private,100375, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,1887,45, United-States, >50K -41, Private,24273, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,40, United-States, <=50K -23, Private,224115, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,30, United-States, <=50K -41, Private,187795, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1977,60, United-States, >50K -26, Private,161007, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -27, Private,262723, Some-college,10, Never-married, Machine-op-inspct, Unmarried, Black, Male,0,0,40, United-States, <=50K -41, Self-emp-not-inc,33474, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -43, Private,167151, Bachelors,13, Divorced, Prof-specialty, Unmarried, Black, Female,0,0,60, United-States, <=50K -38, Self-emp-inc,222532, Prof-school,15, Never-married, Sales, Not-in-family, White, Female,0,0,45, United-States, <=50K -47, Local-gov,48195, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,72, United-States, <=50K -23, Private,89089, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,30, United-States, <=50K -35, Local-gov,179151, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,20, United-States, <=50K -42, Self-emp-not-inc,192589, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,70, United-States, <=50K -24, Private,236149, HS-grad,9, Never-married, Exec-managerial, Own-child, White, Female,0,0,50, United-States, <=50K -58, Private,110820, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -22, Private,113464, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Other, Male,0,0,40, Dominican-Republic, <=50K -38, Self-emp-not-inc,248929, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -41, Private,257758, 12th,8, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -46, Private,198660, HS-grad,9, Divorced, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -22, Private,195532, Bachelors,13, Never-married, Other-service, Not-in-family, White, Female,0,0,20, United-States, <=50K -17, Private,208046, HS-grad,9, Never-married, Sales, Own-child, Black, Female,0,0,16, United-States, <=50K -31, Self-emp-inc,72744, HS-grad,9, Divorced, Other-service, Unmarried, White, Male,0,0,30, United-States, <=50K -73,,65072, 10th,6, Never-married,, Not-in-family, White, Male,0,0,12, United-States, <=50K -27, Private,313479, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,50, United-States, <=50K -57, Private,262681, Some-college,10, Widowed, Exec-managerial, Not-in-family, White, Male,0,0,60, United-States, <=50K -54, State-gov,305319, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,70, United-States, <=50K -40, Private,158958, HS-grad,9, Never-married, Priv-house-serv, Other-relative, Black, Female,0,0,40, Honduras, <=50K -23, Self-emp-not-inc,47039, Assoc-voc,11, Never-married, Farming-fishing, Own-child, White, Male,0,0,40, United-States, <=50K -36, Private,150057, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -54, State-gov,55861, Assoc-acdm,12, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,39, United-States, <=50K -32, Self-emp-inc,225053, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,99999,0,60, United-States, >50K -44, Self-emp-not-inc,136986, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,25, United-States, <=50K -36,,342480, 11th,7, Never-married,, Not-in-family, Black, Male,0,0,40, United-States, <=50K -30,,335124, Some-college,10, Never-married,, Not-in-family, White, Female,0,0,36, United-States, <=50K -39, Self-emp-not-inc,29874, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,54, United-States, <=50K -36, Private,191146, Some-college,10, Divorced, Sales, Unmarried, Black, Female,0,0,38, United-States, <=50K -65, Private,154164, Assoc-acdm,12, Married-civ-spouse, Adm-clerical, Husband, White, Male,20051,0,20,, >50K -43, Private,287008, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,397877, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,5013,0,30, United-States, <=50K -40, Local-gov,108765, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -23, Private,215251, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,55, United-States, <=50K -67, Private,132586, HS-grad,9, Widowed, Other-service, Not-in-family, White, Female,0,0,15, United-States, <=50K -48, Local-gov,328610, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -59, Private,264048, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,35, United-States, >50K -74,,98867, 5th-6th,3, Widowed,, Not-in-family, Black, Male,0,0,32, United-States, <=50K -36, Private,166289, HS-grad,9, Never-married, Adm-clerical, Own-child, Black, Female,0,0,40, United-States, <=50K -19, Private,186328, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -24, Federal-gov,59948, HS-grad,9, Never-married, Prof-specialty, Unmarried, Black, Female,0,0,40, United-States, <=50K -41, Private,231793, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -43, Local-gov,487770, 10th,6, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,167536, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -48, Private,250736, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,99, United-States, <=50K -18,,197057, 10th,6, Never-married,, Own-child, Black, Male,0,0,40, United-States, <=50K -23, Self-emp-not-inc,448026, Assoc-voc,11, Never-married, Craft-repair, Not-in-family, White, Male,0,0,45, United-States, <=50K -56, Private,217775, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,50, United-States, >50K -22, Federal-gov,154394, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -61, Private,244933, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,38, United-States, <=50K -22, Private,155362, HS-grad,9, Never-married, Sales, Own-child, White, Female,0,0,35, United-States, <=50K -48, Private,187563, Masters,14, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,54, United-States, >50K -61,,108398, 11th,7, Widowed,, Unmarried, Black, Female,0,0,9, United-States, <=50K -30, Private,69235, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,40, Taiwan, <=50K -72, Private,174032, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -31, State-gov,174957, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,50, United-States, <=50K -71, Self-emp-not-inc,31781, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,1510,35, United-States, <=50K -49, Private,278322, Bachelors,13, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -49, Private,144514, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,1887,45, United-States, >50K -41, Private,255824, Some-college,10, Divorced, Transport-moving, Not-in-family, White, Male,0,0,45, United-States, <=50K -29, Private,443858, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -19, Private,114066, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,26, United-States, <=50K -30, Private,103860, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,132839, Some-college,10, Divorced, Machine-op-inspct, Not-in-family, Black, Male,0,0,40, United-States, <=50K -51, State-gov,290688, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -45,,187439, HS-grad,9, Never-married,, Not-in-family, White, Male,0,0,2, United-States, <=50K -22, Private,170302, HS-grad,9, Never-married, Handlers-cleaners, Unmarried, White, Male,0,1974,45, United-States, <=50K -49, Private,74984, 10th,6, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -17, Private,94774, 10th,6, Never-married, Other-service, Own-child, White, Female,0,0,10, United-States, <=50K -46, Private,72896, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -55, Self-emp-inc,197749, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,1573,44, United-States, <=50K -28, Private,182509, Assoc-voc,11, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -39, Self-emp-inc,233117, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -36, Local-gov,102729, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,172706, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -23, Self-emp-inc,295254, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Local-gov,101426, HS-grad,9, Never-married, Protective-serv, Unmarried, Black, Male,0,0,40, United-States, <=50K -75, Private,185603, 10th,6, Widowed, Tech-support, Not-in-family, White, Female,0,0,32, United-States, <=50K -53, Private,289620, Prof-school,15, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45,, >50K -39, Private,179137, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -19, Private,222199, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,10, United-States, <=50K -39, Private,320305, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, <=50K -23,,111340, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,1573,40, United-States, <=50K -31, Federal-gov,86150, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, Asian-Pac-Islander, Female,5178,0,40, United-States, >50K -60, Private,124648, HS-grad,9, Widowed, Sales, Unmarried, White, Female,0,0,38, United-States, <=50K -30, Private,175761, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,2580,0,40, United-States, <=50K -23, Private,148948, 11th,7, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -42, Private,230355, Some-college,10, Separated, Adm-clerical, Not-in-family, White, Female,0,0,40, Cuba, <=50K -55, State-gov,277203, Some-college,10, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -77, Self-emp-not-inc,176690, 9th,5, Widowed, Other-service, Not-in-family, White, Female,0,0,40, England, <=50K -64, Self-emp-inc,119182, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, Greece, <=50K -35, Private,181353, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -19, Private,311293, HS-grad,9, Never-married, Other-service, Own-child, Black, Male,0,0,25, United-States, <=50K -17,,132962, 12th,8, Never-married,, Own-child, Black, Male,0,0,30, United-States, <=50K -45, Private,155478, Some-college,10, Divorced, Tech-support, Unmarried, White, Female,0,0,40, United-States, <=50K -38, Private,46706, Masters,14, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,20, United-States, <=50K -59, Private,142326, Assoc-voc,11, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -21, Private,220454, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -45, Private,105779, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,30, United-States, <=50K -23, Private,362623, 10th,6, Married-civ-spouse, Other-service, Husband, White, Male,0,1573,30, Mexico, <=50K -37, Private,115806, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -29, Private,351324, Assoc-acdm,12, Never-married, Sales, Own-child, White, Female,0,0,32, United-States, <=50K -29, Private,131712, 11th,7, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -19,,181118, HS-grad,9, Never-married,, Own-child, Black, Female,0,0,20, United-States, <=50K -19,,214087, HS-grad,9, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -27, Private,181291, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,35, Italy, <=50K -44, Private,146908, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -50, Self-emp-inc,262777, Masters,14, Separated, Exec-managerial, Unmarried, Asian-Pac-Islander, Male,0,0,45, China, <=50K -53, Local-gov,394765, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -41, Private,207335, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,45, United-States, >50K -23, Private,133712, HS-grad,9, Never-married, Other-service, Other-relative, White, Female,0,0,45, United-States, <=50K -24, State-gov,105479, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -31, Private,140092, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -37, Private,53232, Prof-school,15, Never-married, Prof-specialty, Not-in-family, Asian-Pac-Islander, Female,0,0,55, United-States, >50K -57, Private,178154, 10th,6, Widowed, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -25, Private,202203, Bachelors,13, Never-married, Adm-clerical, Unmarried, White, Female,0,0,60, United-States, <=50K -50, Private,49340, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -47, Private,106207, 11th,7, Married-civ-spouse, Other-service, Husband, White, Male,0,0,50, United-States, <=50K -23, Private,103064, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -30, Local-gov,79190, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -18, Private,473449, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,30, United-States, <=50K -48, Private,189498, 11th,7, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -34, Private,149902, Masters,14, Never-married, Other-service, Unmarried, Black, Female,0,0,28, United-States, <=50K -44, Private,150098, Some-college,10, Married-civ-spouse, Sales, Husband, Black, Male,0,0,50, United-States, >50K -40, Private,100451, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Private,193094, HS-grad,9, Never-married, Craft-repair, Own-child, White, Female,0,0,48, United-States, <=50K -37, Private,202950, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -34, Private,161444, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,39, United-States, <=50K -33, Self-emp-not-inc,303867, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,70, United-States, >50K -36, Private,143912, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,45, United-States, <=50K -29,,42623, HS-grad,9, Never-married,, Not-in-family, White, Male,0,0,32, United-States, <=50K -37,,145064, Assoc-acdm,12, Married-civ-spouse,, Husband, White, Male,0,0,32, United-States, <=50K -53, Private,199287, 9th,5, Never-married, Priv-house-serv, Not-in-family, White, Female,0,0,9, United-States, <=50K -48, Private,250733, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -36, Private,372525, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,48, United-States, <=50K -21, Private,338162, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, Black, Female,0,0,37, United-States, <=50K -38, Private,154210, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,40, United-States, >50K -55, Private,158702, 10th,6, Married-spouse-absent, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -29, Private,199118, Some-college,10, Never-married, Tech-support, Own-child, White, Female,0,0,40, Nicaragua, <=50K -59, Private,104455, Some-college,10, Married-civ-spouse, Other-service, Husband, Asian-Pac-Islander, Male,0,0,40, Philippines, <=50K -42, Self-emp-not-inc,210013, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -22, Private,440934, Some-college,10, Never-married, Sales, Unmarried, White, Male,0,0,40, United-States, <=50K -31, Private,375833, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -41, Private,289551, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,7688,0,40, United-States, >50K -45, Private,272729, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -31, State-gov,176185, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -53, Private,155403, HS-grad,9, Divorced, Other-service, Unmarried, Black, Female,0,0,20, United-States, <=50K -47, Federal-gov,239321, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,45, United-States, >50K -27, Private,365745, 10th,6, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,20, United-States, <=50K -49, Private,107399, HS-grad,9, Separated, Sales, Unmarried, White, Female,0,0,40, United-States, <=50K -34, Private,93394, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,65, United-States, <=50K -34, Self-emp-not-inc,143078, Assoc-voc,11, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -50, Local-gov,283314, Assoc-acdm,12, Married-civ-spouse, Protective-serv, Husband, White, Male,0,1977,40, United-States, >50K -37, Private,194668, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,45, United-States, >50K -27, Private,170301, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,45, United-States, <=50K -31, Self-emp-inc,162442, Masters,14, Never-married, Sales, Own-child, White, Female,27828,0,40, United-States, >50K -24, Private,456430, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, <=50K -28, Private,337424, Prof-school,15, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,80, United-States, <=50K -27, Private,160291, Some-college,10, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, Germany, <=50K -41, Private,341204, Bachelors,13, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -28, Private,148084, HS-grad,9, Never-married, Handlers-cleaners, Unmarried, Black, Female,0,0,40, Dominican-Republic, <=50K -26, Private,102476, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -17,,183161, 12th,8, Never-married,, Own-child, White, Female,0,0,8, United-States, <=50K -17, Private,160029, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,14, United-States, <=50K -70, Self-emp-not-inc,152066, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -57, Private,175942, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40,, >50K -64, Private,387669, 1st-4th,2, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -38, Self-emp-not-inc,179824, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,50, United-States, <=50K -23, Private,107882, Bachelors,13, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -18,,65249, 12th,8, Never-married,, Own-child, White, Male,0,0,30, United-States, <=50K -47, Self-emp-not-inc,267879, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,3103,0,50, United-States, >50K -54, Private,150999, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,44, United-States, <=50K -42, Local-gov,69758, Assoc-acdm,12, Divorced, Protective-serv, Not-in-family, Asian-Pac-Islander, Male,0,0,48, United-States, >50K -23, Private,180795, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,40, United-States, <=50K -28, Private,257283, HS-grad,9, Never-married, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -40, Private,196344, 5th-6th,3, Married-civ-spouse, Other-service, Husband, White, Male,0,1672,30, Mexico, <=50K -32, Private,155151, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,55, United-States, <=50K -35, Self-emp-not-inc,368140, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,65, United-States, >50K -17, Private,95079, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,15, United-States, <=50K -37,,254773, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, <=50K -23, Private,181659, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -47,,215620, HS-grad,9, Never-married,, Not-in-family, White, Male,0,0,12, United-States, <=50K -29, Private,169104, HS-grad,9, Married-civ-spouse, Exec-managerial, Other-relative, Asian-Pac-Islander, Male,0,0,75, Thailand, <=50K -33, Local-gov,100446, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -46, Private,189680, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -24, Private,376474, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,35, United-States, <=50K -44, Private,112494, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -33,,212491, HS-grad,9, Divorced,, Not-in-family, Black, Female,0,0,40, United-States, <=50K -68, Local-gov,254218, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,24, United-States, <=50K -34, Private,421200, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40, United-States, <=50K -19, Private,426589, HS-grad,9, Married-spouse-absent, Other-service, Own-child, White, Female,0,0,35, United-States, <=50K -27, Private,335015, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,65, United-States, <=50K -25, Private,78605, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -62, Self-emp-inc,123749, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,90, United-States, <=50K -31, Private,245500, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Asian-Pac-Islander, Female,0,0,25,, <=50K -32, Private,226443, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -31, Self-emp-not-inc,150630, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -27, Private,257124, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,25, United-States, <=50K -36, Private,127865, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,4650,0,25, United-States, <=50K -50, Private,27432, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,30, United-States, <=50K -31, Private,161765, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,50, United-States, <=50K -42, Private,42703, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Male,0,0,40, United-States, <=50K -27, Private,209641, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -22, Private,93131, Some-college,10, Never-married, Other-service, Not-in-family, Asian-Pac-Islander, Male,1055,0,20, China, <=50K -46, Private,191821, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -25, Private,410009, Some-college,10, Never-married, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -37, Private,334291, Some-college,10, Divorced, Sales, Not-in-family, White, Male,0,2258,40, United-States, <=50K -58, Self-emp-inc,274363, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,1977,50, United-States, >50K -17, Private,102456, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,20, United-States, <=50K -35, State-gov,102268, Some-college,10, Never-married, Prof-specialty, Own-child, White, Male,0,0,35, United-States, <=50K -46, Private,220979, Some-college,10, Divorced, Tech-support, Not-in-family, Amer-Indian-Eskimo, Male,13550,0,40, United-States, >50K -35,,111377, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,50, United-States, <=50K -36, Private,187847, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -22, Private,40052, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -21, Private,133375, HS-grad,9, Divorced, Sales, Unmarried, White, Female,0,0,48, United-States, <=50K -46, Private,226032, Bachelors,13, Married-civ-spouse, Sales, Wife, White, Female,0,0,16, United-States, >50K -27, Private,211032, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,392812, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -34, Federal-gov,174724, Assoc-voc,11, Divorced, Adm-clerical, Own-child, Black, Female,1831,0,40, United-States, <=50K -50, Local-gov,363405, Some-college,10, Widowed, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -19, Private,42750, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -40, Self-emp-not-inc,174112, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,50, United-States, <=50K -65, Self-emp-not-inc,326936, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,40, United-States, <=50K -39, Self-emp-not-inc,188069, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, United-States, >50K -48, Private,366089, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, >50K -32, Private,162160, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,114937, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,6849,0,40, United-States, <=50K -61, Private,189932, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,30, United-States, <=50K -57, Private,168447, Bachelors,13, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -32, Private,154210, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Other, Male,0,1902,45, Japan, >50K -29, Private,211331, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,50, Mexico, <=50K -57, Private,157749, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -72, Self-emp-inc,84587, 5th-6th,3, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,20, Japan, <=50K -27, Private,269246, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,3464,0,45, United-States, <=50K -26, Private,305129, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -63, Private,253556, HS-grad,9, Divorced, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -58, Self-emp-inc,229116, Prof-school,15, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,70, United-States, >50K -45, Private,111381, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,65, United-States, <=50K -41, Private,121201, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -26, Local-gov,271836, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, Black, Male,0,0,50, United-States, >50K -47, Private,116641, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,0,4, France, <=50K -37, Private,171524, 5th-6th,3, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,40,, <=50K -52, Private,145409, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,174575, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -38, State-gov,149135, Assoc-acdm,12, Never-married, Adm-clerical, Not-in-family, Black, Male,0,0,40, United-States, <=50K -32, Private,234096, 11th,7, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -32, Local-gov,210973, Some-college,10, Never-married, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -37, Local-gov,269323, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -69, Private,29087, 7th-8th,4, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,6, United-States, <=50K -27, Self-emp-not-inc,177831, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Hungary, <=50K -39, Self-emp-not-inc,167106, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, Asian-Pac-Islander, Male,0,0,72, South, <=50K -56, Private,118993, HS-grad,9, Never-married, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -26, Private,102875, Assoc-acdm,12, Never-married, Sales, Own-child, White, Female,0,0,40, India, <=50K -89,,29106, 10th,6, Married-civ-spouse,, Husband, White, Male,0,0,20, United-States, <=50K -32, Private,101103, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, <=50K -35, Self-emp-not-inc,135020, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,75, United-States, >50K -26, Private,182390, 11th,7, Separated, Craft-repair, Not-in-family, Black, Male,0,0,40, United-States, <=50K -53, Private,174102, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -19,,138153, Some-college,10, Never-married,, Own-child, White, Female,0,0,20, United-States, <=50K -23, Private,162282, Assoc-acdm,12, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,25, United-States, <=50K -51, Private,280292, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -25, Local-gov,307294, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -57, Private,94156, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,84, United-States, >50K -59,,199033, 9th,5, Married-civ-spouse,, Wife, Black, Female,0,0,32, United-States, <=50K -61, Private,57408, Bachelors,13, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,35, United-States, <=50K -41, Private,210922, Some-college,10, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,55,, <=50K -20, Private,138994, HS-grad,9, Never-married, Sales, Own-child, Asian-Pac-Islander, Female,0,0,40, Vietnam, <=50K -22, Private,416103, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,50, United-States, <=50K -42, Private,166740, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,1887,50, United-States, >50K -47, Self-emp-inc,139268, 7th-8th,4, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, <=50K -21, State-gov,165474, Some-college,10, Never-married, Tech-support, Own-child, White, Male,0,0,30, United-States, <=50K -37, Private,100316, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -28,,49028, HS-grad,9, Never-married,, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Self-emp-inc,85566, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,65, United-States, <=50K -27, Private,58150, HS-grad,9, Separated, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -55, Self-emp-not-inc,376548, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,50, United-States, <=50K -20, Private,398166, 11th,7, Never-married, Other-service, Own-child, Black, Male,0,0,40, United-States, <=50K -43, Private,86797, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -46, Private,161819, HS-grad,9, Separated, Other-service, Unmarried, Black, Female,0,0,25, United-States, <=50K -19, Private,187125, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,20, United-States, <=50K -30, Private,226535, HS-grad,9, Never-married, Transport-moving, Not-in-family, White, Male,4865,0,40, United-States, <=50K -23, Self-emp-inc,216889, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,1977,40, United-States, >50K -65, Self-emp-not-inc,135517, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,336951, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -44, State-gov,101603, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -32, Local-gov,205931, HS-grad,9, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,37, United-States, <=50K -40, Federal-gov,105119, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -58, Self-emp-not-inc,200316, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -17, Private,132859, 10th,6, Never-married, Other-service, Other-relative, White, Male,0,0,35, United-States, <=50K -57, Private,137031, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -24, Local-gov,184975, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -47, Private,165539, HS-grad,9, Never-married, Prof-specialty, Not-in-family, Black, Female,4101,0,40, Jamaica, <=50K -26, Private,48099, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -42, Private,47012, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,7688,0,40, United-States, >50K -60, Local-gov,195409, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,52, United-States, >50K -54, Private,20795, HS-grad,9, Divorced, Protective-serv, Not-in-family, White, Male,0,0,40, United-States, <=50K -44, State-gov,484879, Bachelors,13, Separated, Prof-specialty, Unmarried, White, Female,0,0,40, United-States, <=50K -47, Self-emp-not-inc,276087, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,65, United-States, <=50K -37, Federal-gov,45937, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,48, United-States, >50K -48, Federal-gov,102359, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,40, United-States, >50K -30, Private,186824, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -20, Private,203914, 12th,8, Never-married, Other-service, Own-child, White, Female,0,0,25, United-States, <=50K -30, Self-emp-not-inc,209808, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -22, Private,228516, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -62, Private,49424, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,5178,0,40, United-States, >50K -25, Private,359067, Some-college,10, Never-married, Sales, Own-child, White, Male,0,0,20, United-States, <=50K -55, Self-emp-not-inc,340171, HS-grad,9, Separated, Craft-repair, Not-in-family, Black, Male,0,0,40, United-States, <=50K -19, Private,142037, 11th,7, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,30, United-States, <=50K -28, Local-gov,157437, Bachelors,13, Never-married, Protective-serv, Not-in-family, White, Female,4650,0,48, United-States, <=50K -47, State-gov,142287, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,35, United-States, >50K -35, State-gov,189794, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,0,0,40, United-States, <=50K -37, Private,258289, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -19, Private,352849, HS-grad,9, Never-married, Sales, Other-relative, Black, Female,0,1719,30, United-States, <=50K -37, Private,162322, Assoc-voc,11, Separated, Craft-repair, Not-in-family, White, Female,0,0,40, United-States, <=50K -24, Private,200295, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,30, United-States, <=50K -26,,296372, HS-grad,9, Divorced,, Own-child, White, Female,0,0,40, United-States, <=50K -54, Local-gov,190333, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -40, Self-emp-not-inc,211518, Bachelors,13, Divorced, Other-service, Unmarried, White, Female,0,0,20, United-States, <=50K -70, Private,264098, 10th,6, Widowed, Transport-moving, Not-in-family, White, Female,2538,0,40, United-States, <=50K -43, Private,393762, Some-college,10, Separated, Sales, Not-in-family, White, Female,0,0,35, United-States, <=50K -49, Local-gov,181970, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -47, Self-emp-inc,110901, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,2415,55, United-States, >50K -21, Private,92863, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -24, Private,111368, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -45,,83601, 12th,8, Widowed,, Unmarried, White, Female,0,0,70, United-States, <=50K -47, Private,164682, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,50,, <=50K -37, Private,166549, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -24, Private,176566, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Wife, White, Female,3103,0,40, United-States, >50K -18, Private,201613, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,5, United-States, <=50K -27, Private,285294, Assoc-acdm,12, Never-married, Adm-clerical, Other-relative, Black, Female,0,0,60, United-States, <=50K -75, Private,100301, 10th,6, Widowed, Other-service, Not-in-family, White, Female,0,0,15, United-States, <=50K -22, Private,120320, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -29, Local-gov,218650, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -32, Private,339482, Masters,14, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,48, United-States, <=50K -64, Private,301352, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -41, Local-gov,225978, Assoc-voc,11, Separated, Craft-repair, Unmarried, Black, Male,0,0,40, United-States, <=50K -39, Private,337778, Some-college,10, Divorced, Sales, Not-in-family, White, Male,4650,0,40, United-States, <=50K -49, Private,241350, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,5178,0,40, United-States, >50K -36, Private,266645, 12th,8, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,42, United-States, <=50K -18, Private,100863, 12th,8, Never-married, Sales, Own-child, White, Female,0,0,15, United-States, <=50K -55, Local-gov,227386, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -44, Private,315971, Masters,14, Divorced, Other-service, Not-in-family, White, Female,0,0,55, United-States, <=50K -20, Private,177287, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,30, United-States, <=50K -20, Private,169022, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,36, United-States, <=50K -50, Private,205803, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -22, Federal-gov,277700, Some-college,10, Never-married, Tech-support, Own-child, White, Male,0,0,20, United-States, <=50K -24, Self-emp-not-inc,166371, HS-grad,9, Never-married, Craft-repair, Other-relative, White, Male,0,0,40, United-States, <=50K -20,,295763, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -75, Self-emp-inc,152519, Doctorate,16, Widowed, Prof-specialty, Not-in-family, White, Male,25124,0,20, United-States, >50K -44, Private,438696, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,45, United-States, <=50K -41, Self-emp-inc,34266, 10th,6, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, <=50K -19, Private,136391, HS-grad,9, Never-married, Tech-support, Own-child, White, Female,0,0,20, United-States, <=50K -38, Private,435638, Some-college,10, Never-married, Craft-repair, Not-in-family, White, Male,0,1876,40, United-States, <=50K -23, Private,51973, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Female,0,0,50, Japan, <=50K -40, Private,109800, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,0,0,40, United-States, <=50K -41, Federal-gov,260761, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -59, Private,109015, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,38, United-States, >50K -35, Private,272944, Bachelors,13, Divorced, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Private,290498, Preschool,1, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,38, Mexico, <=50K -25, Private,176864, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -64, State-gov,169914, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -55, Private,205759, Doctorate,16, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -63, Private,271075, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,29, United-States, <=50K -19, Private,239995, 11th,7, Never-married, Sales, Other-relative, White, Male,0,0,16, United-States, <=50K -27, Private,65663, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -20,,259865, Some-college,10, Never-married,, Own-child, White, Female,0,0,25, Mexico, <=50K -42, Self-emp-not-inc,34722, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, <=50K -37, Private,225821, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1485,40, United-States, >50K -39, Private,191503, 5th-6th,3, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -46,,110243, Masters,14, Married-civ-spouse,, Husband, White, Male,0,1977,20, United-States, >50K -30, Self-emp-not-inc,227429, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,45, Yugoslavia, <=50K -52, Private,174452, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -27, Private,209085, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,44, United-States, >50K -54, Private,192386, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,7298,0,38, United-States, >50K -19,,234877, 11th,7, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -28, Private,320862, Some-college,10, Divorced, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -22, Private,535027, Some-college,10, Never-married, Transport-moving, Unmarried, Black, Male,0,0,15, United-States, <=50K -33, Private,137421, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,35, Japan, <=50K -46, Private,195727, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,42, United-States, <=50K -49, Self-emp-not-inc,163229, 5th-6th,3, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,35, United-States, <=50K -31, Private,50753, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,70, United-States, <=50K -49, Private,173503, 12th,8, Divorced, Other-service, Unmarried, White, Female,0,0,45, United-States, <=50K -17, Federal-gov,29078, 11th,7, Never-married, Adm-clerical, Own-child, Amer-Indian-Eskimo, Female,0,0,15, United-States, <=50K -35, Private,360743, Bachelors,13, Never-married, Adm-clerical, Not-in-family, Black, Male,0,0,55, United-States, <=50K -39, Self-emp-inc,142149, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,20, United-States, >50K -26, Private,464552, 5th-6th,3, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, Mexico, <=50K -59, Private,47444, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,74, United-States, >50K -37, Private,24721, Some-college,10, Divorced, Other-service, Unmarried, White, Female,0,0,25, United-States, <=50K -53, Private,187492, Bachelors,13, Divorced, Craft-repair, Not-in-family, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -50, Private,229318, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,50, Trinadad&Tobago, <=50K -48, Private,358382, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Male,0,0,52, United-States, <=50K -60, State-gov,119832, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -18, Private,414166, 12th,8, Never-married, Other-service, Own-child, Black, Female,0,0,32, United-States, <=50K -35, Private,147638, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, Asian-Pac-Islander, Female,0,0,40, Hong, <=50K -26, Self-emp-not-inc,33016, Assoc-voc,11, Divorced, Other-service, Unmarried, White, Female,0,0,55, United-States, <=50K -20,,386962, 10th,6, Never-married,, Own-child, White, Male,0,0,40, Mexico, <=50K -32, Private,39248, Bachelors,13, Never-married, Tech-support, Not-in-family, Other, Male,0,0,40, United-States, <=50K -69, Private,232683, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,15, France, >50K -31, Self-emp-not-inc,55912, 9th,5, Never-married, Craft-repair, Unmarried, White, Male,0,0,47, United-States, <=50K -35, Private,113152, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -65, Self-emp-inc,150095, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -63, Private,114424, Some-college,10, Separated, Machine-op-inspct, Other-relative, Black, Female,0,0,37, United-States, <=50K -26,,408417, Some-college,10, Married-AF-spouse,, Husband, Black, Male,0,0,38, United-States, <=50K -29, Private,163167, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, >50K -48, Private,86009, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -35, Federal-gov,316582, HS-grad,9, Married-civ-spouse, Other-service, Wife, White, Female,7298,0,40, United-States, >50K -50, Self-emp-not-inc,165219, Prof-school,15, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,35, United-States, >50K -21, Private,99829, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,25, United-States, <=50K -47, Private,275095, 9th,5, Widowed, Exec-managerial, Unmarried, White, Female,0,0,50, United-States, <=50K -42, Private,167650, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,35, United-States, <=50K -52, Self-emp-not-inc,141820, 10th,6, Divorced, Other-service, Own-child, White, Female,0,0,27, United-States, <=50K -29, Private,108253, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, Other, Female,0,0,40, United-States, <=50K -41, Private,156526, Some-college,10, Separated, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -36, Self-emp-inc,185366, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,50, United-States, <=50K -43, Self-emp-inc,314739, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,92, United-States, >50K -20, Private,336101, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,30, United-States, <=50K -38, Private,49115, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,55, United-States, <=50K -35, Self-emp-inc,186488, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,50, Puerto-Rico, <=50K -18,,158826, 12th,8, Never-married,, Own-child, Black, Female,0,0,15, United-States, <=50K -24, Private,218415, 11th,7, Separated, Handlers-cleaners, Other-relative, White, Female,0,0,40, United-States, <=50K -27, Private,76978, HS-grad,9, Never-married, Other-service, Own-child, Black, Female,0,0,40, United-States, <=50K -47, Private,213408, 9th,5, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,40, Cuba, <=50K -44, Private,181265, Assoc-acdm,12, Divorced, Craft-repair, Not-in-family, White, Male,0,0,50, United-States, <=50K -18, Local-gov,242956, 11th,7, Never-married, Prof-specialty, Own-child, Black, Female,0,0,40, United-States, <=50K -30, Private,226696, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -30, Private,186932, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,75, United-States, <=50K -50, Federal-gov,107079, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,154950, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -18, Private,48597, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -40, Private,196344, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1887,45, United-States, >50K -37, Self-emp-inc,152414, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,60, United-States, >50K -61, Private,222966, 9th,5, Widowed, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -39, Self-emp-not-inc,272671, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -26, Private,235520, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -30, Private,232766, HS-grad,9, Divorced, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -40, Private,309990, HS-grad,9, Separated, Adm-clerical, Not-in-family, White, Female,8614,0,60, United-States, >50K -40, Private,95639, HS-grad,9, Separated, Handlers-cleaners, Unmarried, Amer-Indian-Eskimo, Male,0,0,45, United-States, <=50K -20,,177161, HS-grad,9, Never-married,, Own-child, Other, Female,0,0,45, United-States, <=50K -51, Local-gov,133963, HS-grad,9, Separated, Adm-clerical, Not-in-family, White, Female,0,0,35,, <=50K -45, Self-emp-not-inc,240786, Bachelors,13, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -44, Local-gov,141186, Masters,14, Divorced, Prof-specialty, Not-in-family, White, Female,8614,0,35, United-States, >50K -65, Private,109221, 7th-8th,4, Widowed, Priv-house-serv, Not-in-family, White, Female,0,3175,60, Puerto-Rico, <=50K -29, Private,337953, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,2885,0,40, United-States, <=50K -49, State-gov,189762, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Male,0,0,40, United-States, <=50K -18,,40190, 12th,8, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -66, Private,171824, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,15, United-States, <=50K -48, Private,83545, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,65, United-States, >50K -28, Private,142712, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,37, United-States, >50K -19, Private,91893, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,24, United-States, <=50K -23, Private,443701, Some-college,10, Never-married, Adm-clerical, Own-child, Black, Female,0,0,40, United-States, <=50K -40, Private,438427, Some-college,10, Never-married, Sales, Not-in-family, Black, Female,0,0,40, United-States, <=50K -53, Self-emp-inc,69372, Doctorate,16, Married-civ-spouse, Sales, Husband, Asian-Pac-Islander, Male,0,0,40, India, >50K -49, Private,243190, Assoc-voc,11, Divorced, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -41, Private,109762, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,0,45, United-States, <=50K -22, Private,91189, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,40, United-States, <=50K -56, Federal-gov,205805, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,40, United-States, >50K -48, Local-gov,212050, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -51, Private,152652, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -18, Private,157193, 12th,8, Never-married, Other-service, Own-child, White, Male,0,0,30, Italy, <=50K -32, Private,36592, 11th,7, Never-married, Farming-fishing, Unmarried, White, Male,0,0,50, United-States, <=50K -39, Private,192664, Some-college,10, Divorced, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -38, Federal-gov,99280, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,30, United-States, <=50K -54, Private,168621, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,127048, Some-college,10, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -29, Private,167610, HS-grad,9, Divorced, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -36, Private,108320, HS-grad,9, Divorced, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -21, Private,369643, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,0,0,35, United-States, <=50K -27, Private,232388, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,4386,0,40, United-States, >50K -28, Private,513719, HS-grad,9, Separated, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -23, Private,27073, Some-college,10, Never-married, Adm-clerical, Unmarried, Other, Female,0,0,40, United-States, <=50K -54, Private,105428, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -36, Private,167284, Assoc-voc,11, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -22, Private,320615, 7th-8th,4, Never-married, Craft-repair, Own-child, White, Male,0,0,35, United-States, <=50K -27, Local-gov,47284, HS-grad,9, Never-married, Protective-serv, Not-in-family, Black, Male,0,0,40, United-States, <=50K -42, Private,45156, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -46, Private,166269, Some-college,10, Divorced, Sales, Unmarried, White, Male,0,0,50, United-States, <=50K -28, Federal-gov,236418, Some-college,10, Never-married, Exec-managerial, Not-in-family, Black, Male,0,0,40, United-States, <=50K -21, Private,311478, HS-grad,9, Never-married, Handlers-cleaners, Own-child, Black, Male,0,0,45, United-States, <=50K -50, Private,256908, Doctorate,16, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -20, Private,256796, HS-grad,9, Never-married, Adm-clerical, Own-child, Black, Female,0,0,40, United-States, <=50K -27, Private,168138, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -23, Private,244413, 12th,8, Married-civ-spouse, Craft-repair, Husband, Black, Male,0,0,30, Ecuador, <=50K -66,,52728, Bachelors,13, Married-civ-spouse,, Husband, White, Male,0,0,10, United-States, <=50K -23,,223019, Some-college,10, Never-married,, Own-child, White, Female,0,0,35, United-States, <=50K -23, Private,215443, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,70, United-States, <=50K -41, Private,99665, 9th,5, Married-civ-spouse, Tech-support, Wife, White, Female,0,0,80, United-States, <=50K -39, Private,243485, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,45, United-States, <=50K -38, Private,169872, HS-grad,9, Separated, Adm-clerical, Unmarried, White, Female,3887,0,45, United-States, <=50K -46, Private,116338, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -29, Private,109989, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Private,144401, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, Asian-Pac-Islander, Female,0,0,40, Philippines, >50K -23, Local-gov,199555, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,1590,40, United-States, <=50K -33, Self-emp-not-inc,105229, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -31, Private,185216, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -52, Private,155278, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -28, Private,371408, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,47, United-States, <=50K -56, Private,177271, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -38, Private,234891, Some-college,10, Divorced, Handlers-cleaners, Not-in-family, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -21, Private,356286, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Male,0,0,40, United-States, <=50K -60,,225894, Preschool,1, Widowed,, Not-in-family, White, Female,0,0,40, Guatemala, <=50K -19, Private,181781, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,28, United-States, <=50K -23, Private,197756, Some-college,10, Married-civ-spouse, Sales, Wife, White, Female,0,0,35, United-States, <=50K -69, Local-gov,216269, Assoc-acdm,12, Widowed, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -50, Private,33931, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -46, Private,151584, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,30, United-States, >50K -53, Private,286085, Some-college,10, Widowed, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -56, Self-emp-not-inc,111385, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,45, United-States, <=50K -35, Private,280966, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Private,221178, HS-grad,9, Separated, Other-service, Other-relative, White, Male,0,0,28, United-States, <=50K -60, Private,74422, 5th-6th,3, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,44, Mexico, <=50K -21, Private,103031, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,20, United-States, <=50K -46, State-gov,209739, 10th,6, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,38, United-States, <=50K -23, State-gov,112137, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Other, Female,0,0,40, Canada, <=50K -26, Private,138537, 11th,7, Never-married, Exec-managerial, Not-in-family, Black, Male,0,0,50, United-States, <=50K -72, Private,135378, 7th-8th,4, Widowed, Other-service, Unmarried, Black, Female,0,0,20, United-States, <=50K -48, Private,175006, 1st-4th,2, Separated, Machine-op-inspct, Other-relative, Black, Male,0,0,48, United-States, <=50K -26, Private,182194, Assoc-acdm,12, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -20, Private,194686, Some-college,10, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,15, United-States, <=50K -27, Private,70034, Some-college,10, Never-married, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -53, Federal-gov,439263, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, Black, Male,0,0,40, United-States, >50K -72, Private,74749, HS-grad,9, Married-civ-spouse, Sales, Wife, White, Female,0,0,17, United-States, <=50K -26, Private,231638, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -50, Private,197623, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,32, United-States, <=50K -22,,148409, Some-college,10, Never-married,, Own-child, White, Male,0,1721,40, United-States, <=50K -17,,40299, 10th,6, Never-married,, Not-in-family, White, Female,0,0,30, United-States, <=50K -46, Self-emp-not-inc,96260, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,20, United-States, <=50K -47, Self-emp-not-inc,62143, Masters,14, Married-civ-spouse, Exec-managerial, Wife, White, Female,15024,0,40, United-States, >50K -22, Private,193027, HS-grad,9, Married-spouse-absent, Sales, Unmarried, White, Female,0,0,30, United-States, <=50K -24,,334105, 11th,7, Never-married,, Not-in-family, White, Female,0,0,30, United-States, <=50K -46, Private,31411, 11th,7, Married-civ-spouse, Other-service, Wife, White, Female,0,0,40,, <=50K -60, Private,140516, Some-college,10, Widowed, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -51, Private,155963, 9th,5, Divorced, Transport-moving, Own-child, White, Male,0,0,40, United-States, <=50K -58, Self-emp-not-inc,119891, Masters,14, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,35, United-States, >50K -32, Private,206609, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -41, Private,425444, Bachelors,13, Married-civ-spouse, Prof-specialty, Wife, White, Female,15024,0,50, United-States, >50K -52, Private,114674, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,52, United-States, >50K -54, Federal-gov,57679, HS-grad,9, Never-married, Adm-clerical, Unmarried, Black, Male,0,0,40, United-States, <=50K -48, Private,213140, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,60, United-States, >50K -52, Local-gov,295494, Assoc-voc,11, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -46, Private,182862, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,32, United-States, <=50K -50, Private,178529, 11th,7, Divorced, Protective-serv, Not-in-family, White, Female,0,0,40, United-States, <=50K -36, Private,214031, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,80, United-States, <=50K -17, Private,350538, 10th,6, Never-married, Other-service, Not-in-family, White, Male,0,0,25, United-States, <=50K -29, Private,238073, Some-college,10, Never-married, Machine-op-inspct, Other-relative, White, Male,0,0,40, Columbia, <=50K -29, Private,194640, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -39, Self-emp-not-inc,139770, Masters,14, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,30, United-States, >50K -21, Private,164177, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -62, Private,99470, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, >50K -61, Private,359367, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -72, Local-gov,45612, Assoc-acdm,12, Divorced, Prof-specialty, Unmarried, Black, Female,0,0,16, United-States, <=50K -33, Private,127651, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -34, Private,193132, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,50, United-States, <=50K -26, Local-gov,314798, Some-college,10, Never-married, Protective-serv, Not-in-family, White, Male,0,0,60, United-States, >50K -33, Private,108438, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -41, Private,165815, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -18,,136172, 11th,7, Never-married,, Own-child, White, Male,0,0,35, United-States, <=50K -24, Private,127159, Some-college,10, Never-married, Other-service, Other-relative, White, Female,0,0,24,, <=50K -18,,220168, Some-college,10, Never-married,, Own-child, White, Male,0,0,16, United-States, <=50K -55, Private,127677, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -42, Private,119941, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -32, Private,93699, HS-grad,9, Widowed, Machine-op-inspct, Unmarried, White, Female,0,0,40, United-States, <=50K -46, Federal-gov,196649, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Male,0,0,40, United-States, <=50K -18, Private,332763, HS-grad,9, Never-married, Exec-managerial, Other-relative, White, Female,0,0,40, United-States, <=50K -36, Private,158363, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,50, United-States, <=50K -38, Private,249039, Assoc-acdm,12, Married-civ-spouse, Tech-support, Husband, White, Male,3103,0,40, United-States, >50K -39, Private,454585, 5th-6th,3, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,54, Mexico, <=50K -31, Private,121321, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -40, Private,229148, HS-grad,9, Divorced, Craft-repair, Not-in-family, Black, Male,0,0,40, United-States, <=50K -18, Private,221284, HS-grad,9, Never-married, Sales, Own-child, White, Male,0,0,64, United-States, <=50K -38, Private,428251, Some-college,10, Never-married, Craft-repair, Unmarried, White, Male,0,0,40, United-States, <=50K -47, Self-emp-inc,77660, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,15024,0,50, United-States, >50K -21, Private,139722, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, Puerto-Rico, <=50K -33, State-gov,171151, HS-grad,9, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -51, Private,94819, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,30, United-States, <=50K -44, Private,214546, Some-college,10, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,48, United-States, >50K -45, Self-emp-inc,190482, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, <=50K -22, Private,283029, 9th,5, Never-married, Craft-repair, Own-child, White, Male,0,0,54, United-States, <=50K -48,,142719, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,48, United-States, >50K -40, Private,244172, 5th-6th,3, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -26, Local-gov,120238, Assoc-voc,11, Never-married, Adm-clerical, Unmarried, White, Male,0,0,40, United-States, <=50K -29, Private,66095, Some-college,10, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,50, United-States, <=50K -46, Private,129232, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,55, United-States, >50K -41, Private,44121, Some-college,10, Married-civ-spouse, Other-service, Wife, White, Female,0,0,40, United-States, <=50K -31, Private,243678, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -34, Private,118786, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,20, United-States, <=50K -39, Self-emp-not-inc,176900, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,50, United-States, >50K -50, Private,155574, Assoc-acdm,12, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,55, United-States, >50K -41, Private,76625, Assoc-acdm,12, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -18, Private,192254, Some-college,10, Never-married, Sales, Other-relative, White, Female,0,0,15, United-States, <=50K -35, Private,238802, HS-grad,9, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -22, Private,247731, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -18, Private,397606, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -23,,370057, Some-college,10, Never-married,, Unmarried, White, Female,0,0,40, United-States, <=50K -62,,190873, Bachelors,13, Married-civ-spouse,, Wife, White, Female,0,0,40, United-States, <=50K -50, Local-gov,145879, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,40, United-States, >50K -52, Private,618130, HS-grad,9, Divorced, Other-service, Own-child, Black, Female,0,0,40, United-States, <=50K -24, Private,542762, Bachelors,13, Never-married, Sales, Other-relative, Black, Male,0,0,50, United-States, <=50K -31, Private,144124, Some-college,10, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -28, Private,190539, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -33, Private,92462, Assoc-acdm,12, Never-married, Sales, Unmarried, Black, Male,0,0,32, United-States, <=50K -48, Private,129974, Bachelors,13, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -62, State-gov,254890, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,261207, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, Cuba, >50K -39, Self-emp-inc,206362, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,27804, Some-college,10, Divorced, Priv-house-serv, Unmarried, Amer-Indian-Eskimo, Female,0,0,35, United-States, <=50K -57, Self-emp-not-inc,771836, Assoc-acdm,12, Divorced, Prof-specialty, Unmarried, White, Male,0,0,40, United-States, <=50K -29, Private,101108, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,15, United-States, <=50K -49, Private,255466, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,43, United-States, <=50K -30, Local-gov,204494, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,3137,0,70, Germany, <=50K -53, Private,271918, 9th,5, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, <=50K -17, Private,152619, 12th,8, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -59, Private,107318, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -23, Private,130773, Bachelors,13, Never-married, Exec-managerial, Unmarried, White, Male,0,0,40, United-States, <=50K -20,,117210, Some-college,10, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -48, Private,148549, Assoc-acdm,12, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,50, United-States, <=50K -64, Private,181530, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -37, Private,365739, Assoc-acdm,12, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, >50K -54, Local-gov,182429, HS-grad,9, Widowed, Transport-moving, Unmarried, White, Female,0,0,38, United-States, <=50K -41, Private,381510, Some-college,10, Never-married, Other-service, Own-child, White, Male,0,0,50, United-States, <=50K -45, Self-emp-not-inc,116789, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -36, Self-emp-inc,196554, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,46, United-States, >50K -27, Private,335878, Assoc-acdm,12, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,45, United-States, <=50K -25, Private,184120, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,45, United-States, <=50K -39, Private,260084, Some-college,10, Divorced, Adm-clerical, Unmarried, White, Female,0,0,24, United-States, <=50K -44, Private,160369, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -22, Private,164901, 11th,7, Never-married, Craft-repair, Other-relative, White, Male,0,0,40, United-States, <=50K -21,,96844, HS-grad,9, Married-civ-spouse,, Other-relative, White, Female,0,0,40, United-States, <=50K -56, Private,124566, 5th-6th,3, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -30, Private,473133, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -44, Private,335223, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, >50K -53, Private,380086, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,7688,0,48, United-States, >50K -32, Private,198265, 1st-4th,2, Never-married, Exec-managerial, Own-child, White, Male,0,0,21, United-States, <=50K -33,,32207, HS-grad,9, Divorced,, Not-in-family, White, Male,0,0,75, United-States, <=50K -60, Private,288684, 5th-6th,3, Divorced, Machine-op-inspct, Unmarried, White, Male,0,0,40, United-States, <=50K -35, Private,302604, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, >50K -58, Private,170290, HS-grad,9, Divorced, Other-service, Not-in-family, White, Male,0,0,35, United-States, <=50K -53, Self-emp-inc,195398, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,1887,48, Canada, >50K -54, Local-gov,256923, Some-college,10, Married-civ-spouse, Exec-managerial, Wife, White, Female,0,0,40, United-States, >50K -26, Private,464552, 9th,5, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,45, Mexico, <=50K -27, Private,112754, Some-college,10, Married-civ-spouse, Machine-op-inspct, Husband, Black, Male,0,0,56, United-States, <=50K -59, Private,176118, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,7, United-States, >50K -63,,316627, 10th,6, Married-civ-spouse,, Husband, White, Male,0,0,10, United-States, <=50K -70, Private,146628, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,3471,0,33, United-States, <=50K -26, Private,108822, HS-grad,9, Never-married, Transport-moving, Unmarried, White, Male,0,0,40, United-States, <=50K -28, Private,208608, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,30, United-States, <=50K -22, Private,317019, 11th,7, Separated, Other-service, Unmarried, White, Female,0,0,20, United-States, <=50K -24, Private,250978, Some-college,10, Never-married, Transport-moving, Not-in-family, Black, Male,0,0,75, United-States, <=50K -46, Private,224559, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, >50K -56, State-gov,138593, Assoc-acdm,12, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -37, Private,175614, 10th,6, Never-married, Other-service, Unmarried, White, Female,0,0,40, United-States, <=50K -24, Private,396099, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -39, Private,122493, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,7298,0,40, United-States, >50K -53, Local-gov,182677, Bachelors,13, Married-civ-spouse, Protective-serv, Husband, Asian-Pac-Islander, Male,0,0,50, Philippines, <=50K -57, State-gov,247624, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -36, Private,210458, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, Mexico, <=50K -25, Private,91639, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,45, United-States, <=50K -29, Private,334096, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Female,0,0,25, United-States, <=50K -21,,183945, Some-college,10, Never-married,, Own-child, White, Female,0,0,35, United-States, <=50K -47, Private,78022, Assoc-acdm,12, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, <=50K -51, Self-emp-inc,318351, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,1741,40, United-States, <=50K -23, Private,233280, Bachelors,13, Divorced, Adm-clerical, Not-in-family, White, Female,8614,0,70, United-States, >50K -22, Private,100188, Some-college,10, Never-married, Prof-specialty, Own-child, White, Female,0,0,20, United-States, <=50K -29, Private,85572, Bachelors,13, Never-married, Exec-managerial, Other-relative, White, Female,0,0,40, United-States, <=50K -50, Self-emp-not-inc,61735, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,25, United-States, >50K -23, Private,206827, Assoc-acdm,12, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,50, United-States, <=50K -21, Private,210053, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -38, Local-gov,172016, Bachelors,13, Divorced, Prof-specialty, Own-child, Black, Female,0,0,40, United-States, <=50K -19,,138153, Some-college,10, Never-married,, Own-child, White, Female,0,0,40, United-States, <=50K -31,,183855, 11th,7, Never-married,, Unmarried, White, Female,0,0,20, United-States, <=50K -30, Private,188362, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,5178,0,40, United-States, >50K -42, Private,191429, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,15024,0,60, United-States, >50K -52, Private,357596, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Male,0,0,40, United-States, <=50K -25, Local-gov,278404, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,40, United-States, <=50K -20, Private,180339, HS-grad,9, Never-married, Other-service, Other-relative, White, Female,0,0,35, United-States, <=50K -43, Private,355431, Some-college,10, Divorced, Handlers-cleaners, Not-in-family, Black, Male,0,0,40, United-States, <=50K -33, Private,223212, Some-college,10, Never-married, Handlers-cleaners, Other-relative, White, Male,0,0,40, Mexico, <=50K -34, Private,116371, HS-grad,9, Divorced, Other-service, Not-in-family, White, Female,0,0,38, United-States, <=50K -41,,199018, Some-college,10, Divorced,, Not-in-family, White, Male,0,1504,40, United-States, <=50K -43, Private,435266, Doctorate,16, Separated, Exec-managerial, Not-in-family, White, Female,14084,0,60, United-States, >50K -61, Private,345697, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,3103,0,40, United-States, >50K -49, Private,253973, 10th,6, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -42,,191149, Bachelors,13, Married-civ-spouse,, Wife, White, Female,0,0,28, United-States, >50K -42, Private,197344, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,45, United-States, <=50K -23, Private,437161, Some-college,10, Never-married, Other-service, Unmarried, Black, Female,0,0,40, United-States, <=50K -72,,94268, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,8, United-States, <=50K -50, Self-emp-inc,207841, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,7298,0,45, United-States, >50K -34, Private,46492, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -47, State-gov,190325, Some-college,10, Divorced, Tech-support, Unmarried, Black, Female,0,0,48, United-States, <=50K -48, Private,158944, HS-grad,9, Widowed, Craft-repair, Not-in-family, White, Female,0,0,60, United-States, >50K -37, Private,228598, Some-college,10, Married-civ-spouse, Handlers-cleaners, Husband, Other, Male,0,0,40, Mexico, <=50K -23, Private,349156, HS-grad,9, Never-married, Farming-fishing, Not-in-family, White, Male,0,0,45, United-States, <=50K -17,,246974, 12th,8, Never-married,, Own-child, White, Male,0,0,30, United-States, <=50K -66, Private,386120, 11th,7, Married-civ-spouse, Other-service, Husband, White, Male,10605,0,40, United-States, >50K -26, Private,220678, 5th-6th,3, Never-married, Handlers-cleaners, Own-child, Black, Female,0,0,40, Dominican-Republic, <=50K -41, Private,462964, HS-grad,9, Divorced, Exec-managerial, Not-in-family, White, Male,2174,0,50, United-States, <=50K -19, Private,158603, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, Black, Male,0,0,37, United-States, <=50K -26,,167261, HS-grad,9, Divorced,, Not-in-family, White, Female,0,0,15, United-States, <=50K -34, Private,412933, 12th,8, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,55, United-States, <=50K -59, Local-gov,167027, Some-college,10, Widowed, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -24, Private,194829, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,45, United-States, >50K -47, Private,145636, Assoc-voc,11, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,48, United-States, >50K -57,,123632, Bachelors,13, Never-married,, Not-in-family, Black, Female,0,0,35, United-States, <=50K -49, Private,27614, HS-grad,9, Separated, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -25, Private,324854, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -37, Private,22245, Some-college,10, Divorced, Sales, Not-in-family, White, Male,0,0,40, Outlying-US(Guam-USVI-etc), <=50K -31, Private,101352, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -39,,238721, Bachelors,13, Divorced,, Own-child, Black, Female,0,0,40, United-States, <=50K -22, Private,289982, 11th,7, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -23, Private,399449, 11th,7, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -39,,142804, HS-grad,9, Divorced,, Unmarried, White, Female,0,0,16, United-States, <=50K -26, Private,121427, Bachelors,13, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -41, Private,230959, Bachelors,13, Never-married, Adm-clerical, Own-child, Asian-Pac-Islander, Female,0,0,40, Philippines, <=50K -42, Private,191342, Masters,14, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,40, Taiwan, >50K -64, Private,285610, 11th,7, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -25, Private,207369, Some-college,10, Never-married, Exec-managerial, Own-child, White, Female,0,0,40, United-States, <=50K -25, Federal-gov,80485, Masters,14, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -41, State-gov,33474, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, <=50K -45, Private,173658, Some-college,10, Separated, Sales, Unmarried, White, Female,0,0,35, United-States, <=50K -36, Local-gov,202207, HS-grad,9, Married-spouse-absent, Protective-serv, Not-in-family, White, Male,0,0,69, Germany, >50K -36, Private,174242, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,7298,0,50, United-States, >50K -22, Private,349212, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -17,,54978, 7th-8th,4, Never-married,, Own-child, White, Female,0,0,15, United-States, <=50K -25, State-gov,81993, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,46, United-States, <=50K -47, Private,311395, Some-college,10, Divorced, Machine-op-inspct, Not-in-family, Black, Male,0,0,40, United-States, <=50K -18,,149017, 12th,8, Never-married,, Own-child, White, Male,0,0,10, United-States, <=50K -34, Self-emp-not-inc,156532, 7th-8th,4, Divorced, Farming-fishing, Not-in-family, White, Male,0,0,50, United-States, <=50K -44, Private,53470, Bachelors,13, Divorced, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -27, Private,212578, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1740,40, United-States, <=50K -25, Private,227465, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -38, Private,423605, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, El-Salvador, <=50K -48, Private,149337, Assoc-acdm,12, Married-spouse-absent, Craft-repair, Not-in-family, White, Male,0,0,55, United-States, <=50K -27, State-gov,38353, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -30, Local-gov,325385, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,50, United-States, <=50K -17, Private,196252, 10th,6, Never-married, Other-service, Own-child, White, Male,0,0,16, United-States, <=50K -35, Private,110538, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,55, United-States, <=50K -75, Private,71385, HS-grad,9, Divorced, Handlers-cleaners, Not-in-family, White, Female,0,0,20, United-States, <=50K -34, Private,178449, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,3103,0,45, United-States, >50K -28, Federal-gov,366533, Some-college,10, Never-married, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -38, Private,336326, 11th,7, Never-married, Craft-repair, Unmarried, White, Male,1151,0,40, United-States, <=50K -23, Private,335439, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,1741,50, United-States, <=50K -40, Private,184471, Some-college,10, Divorced, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -37, Federal-gov,133526, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -18, Private,618808, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -22, Private,408385, 10th,6, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -31, Private,156192, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -39, Private,126569, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -40, Private,300773, Assoc-acdm,12, Divorced, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -31, Private,152109, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,50, United-States, <=50K -19, Private,260275, 11th,7, Separated, Craft-repair, Own-child, Black, Male,0,0,40, United-States, <=50K -17, Private,209650, 12th,8, Never-married, Other-service, Own-child, White, Male,0,0,20, United-States, <=50K -73, Private,573446, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,15, United-States, <=50K -41, Private,253189, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,200426, Some-college,10, Never-married, Other-service, Not-in-family, White, Female,0,0,18, United-States, <=50K -24, Private,109667, Masters,14, Never-married, Adm-clerical, Own-child, White, Male,0,0,15, United-States, <=50K -41,,173651, Assoc-acdm,12, Married-civ-spouse,, Husband, White, Male,0,0,99, United-States, <=50K -34, Local-gov,432204, Assoc-acdm,12, Married-civ-spouse, Other-service, Husband, White, Male,0,0,80, United-States, <=50K -28, Private,252013, Some-college,10, Never-married, Adm-clerical, Unmarried, White, Female,0,0,45, Japan, <=50K -68,,461484, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,1648,10, United-States, >50K -19, Private,191889, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,25, United-States, <=50K -42, Private,112507, 12th,8, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,30, United-States, <=50K -36, Private,224531, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, Poland, >50K -24,,83783, 7th-8th,4, Never-married,, Not-in-family, White, Female,0,0,25, United-States, <=50K -46, Self-emp-not-inc,346783, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,35, Cuba, >50K -48, Federal-gov,72896, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -37, Private,171393, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,1740,40, United-States, <=50K -27, Private,294931, HS-grad,9, Never-married, Machine-op-inspct, Unmarried, White, Male,0,0,40, Germany, <=50K -26, Private,198986, HS-grad,9, Never-married, Craft-repair, Other-relative, White, Male,0,0,40, United-States, <=50K -19,,264767, HS-grad,9, Never-married,, Own-child, White, Male,0,0,40, United-States, <=50K -55, Self-emp-not-inc,225623, Some-college,10, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,40, United-States, <=50K -17,,48610, HS-grad,9, Never-married,, Own-child, White, Male,0,0,14, United-States, <=50K -57, Private,113974, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -43, Private,334991, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -24, Private,362059, 12th,8, Never-married, Craft-repair, Own-child, White, Male,0,0,32, United-States, <=50K -37, Private,389725, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,7298,0,40, United-States, >50K -25, Private,330774, 9th,5, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -33, Private,149910, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, Black, Female,0,0,40, United-States, <=50K -49, Self-emp-inc,99401, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,45, United-States, <=50K -22, Private,104266, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -21, Private,136440, Some-college,10, Never-married, Sales, Own-child, Asian-Pac-Islander, Female,0,0,15, South, <=50K -84, Private,65478, HS-grad,9, Widowed, Priv-house-serv, Not-in-family, White, Female,0,0,40, England, <=50K -24, Private,56121, 5th-6th,3, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,60, Mexico, <=50K -44, Private,143939, Some-college,10, Separated, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -44, Private,231853, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,0,1902,40, United-States, >50K -20, Private,267706, HS-grad,9, Never-married, Sales, Unmarried, White, Female,0,0,38, United-States, <=50K -37, Private,328301, Some-college,10, Never-married, Tech-support, Unmarried, White, Female,4934,0,60, United-States, >50K -30, Private,36340, 11th,7, Divorced, Other-service, Unmarried, White, Female,0,0,35, United-States, <=50K -19, Private,112780, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -51, Private,113045, Masters,14, Widowed, Exec-managerial, Unmarried, White, Male,15020,0,40, United-States, >50K -52, Private,196504, 7th-8th,4, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -50, State-gov,136216, HS-grad,9, Widowed, Other-service, Not-in-family, White, Female,0,0,37, United-States, <=50K -34, Local-gov,158242, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,43, United-States, <=50K -53, Private,180062, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -39, Private,206888, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -40, Private,77370, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -49, Self-emp-not-inc,349151, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,3411,0,40, United-States, <=50K -52, Private,113843, Some-college,10, Divorced, Other-service, Unmarried, White, Female,0,0,45, United-States, <=50K -48, State-gov,176917, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, >50K -58,,226078, 11th,7, Divorced,, Unmarried, Black, Female,0,0,32, United-States, <=50K -30, Local-gov,177828, Bachelors,13, Separated, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -44, Private,137304, HS-grad,9, Widowed, Machine-op-inspct, Not-in-family, Black, Female,0,0,40, United-States, <=50K -35, Private,138441, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -46, Private,30840, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -42, Private,149546, Some-college,10, Divorced, Craft-repair, Unmarried, White, Male,0,0,30, United-States, <=50K -29, Private,145182, HS-grad,9, Never-married, Protective-serv, Own-child, Black, Female,0,0,20, United-States, <=50K -25, Local-gov,270379, HS-grad,9, Never-married, Adm-clerical, Not-in-family, Black, Female,0,0,40, United-States, <=50K -18, Self-emp-inc,378036, 12th,8, Never-married, Farming-fishing, Own-child, White, Male,0,0,10, United-States, <=50K -19, Private,118535, Some-college,10, Never-married, Other-service, Own-child, White, Female,0,0,20, United-States, <=50K -19, Private,239057, HS-grad,9, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -80, Private,107740, HS-grad,9, Widowed, Handlers-cleaners, Not-in-family, White, Male,0,0,30, United-States, <=50K -61, Private,194804, Preschool,1, Separated, Transport-moving, Not-in-family, Black, Male,14344,0,40, United-States, >50K -46, Self-emp-not-inc,225065, Bachelors,13, Separated, Other-service, Unmarried, White, Female,0,0,45, Nicaragua, <=50K -27, Private,165412, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Male,0,0,20, United-States, <=50K -26, Private,211199, 10th,6, Never-married, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -50, State-gov,172962, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -59, Private,190748, HS-grad,9, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,40, United-States, <=50K -38, Federal-gov,455379, 12th,8, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,56, United-States, >50K -28, Private,112917, Assoc-voc,11, Married-civ-spouse, Tech-support, Husband, Other, Male,0,0,40, Mexico, <=50K -34, Private,299383, HS-grad,9, Never-married, Craft-repair, Not-in-family, Black, Male,0,0,40, United-States, <=50K -36, Private,22245, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -23, Private,49683, Some-college,10, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,25, United-States, <=50K -65, Local-gov,32846, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,2964,0,35, United-States, <=50K -35, Private,46947, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,45, United-States, <=50K -65, Private,165609, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,32, United-States, <=50K -39, Private,226894, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, Black, Male,0,0,40, United-States, <=50K -35, Private,143231, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,44, United-States, >50K -33, Private,173730, Assoc-voc,11, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -32, Private,259425, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -36, Private,168747, Bachelors,13, Never-married, Transport-moving, Not-in-family, White, Male,0,0,40, United-States, <=50K -18,,210652, HS-grad,9, Never-married,, Own-child, White, Male,0,0,15, United-States, <=50K -25, Private,40915, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,40, United-States, <=50K -32, Private,180303, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, Asian-Pac-Islander, Male,0,0,70, South, <=50K -49, Private,182541, 10th,6, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,1485,40, United-States, >50K -29, Private,67306, HS-grad,9, Never-married, Adm-clerical, Unmarried, Amer-Indian-Eskimo, Female,0,0,40, United-States, <=50K -20,,38032, HS-grad,9, Never-married,, Not-in-family, White, Female,0,0,40, United-States, <=50K -44, Federal-gov,257395, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, >50K -29, Private,29261, Assoc-voc,11, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,50, United-States, <=50K -19, Private,205977, Some-college,10, Married-civ-spouse, Adm-clerical, Other-relative, White, Female,0,0,20, United-States, <=50K -22,,216639, Some-college,10, Never-married,, Not-in-family, White, Female,0,1974,40, United-States, <=50K -17, Private,134768, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -49, Private,32184, HS-grad,9, Divorced, Sales, Not-in-family, White, Female,0,0,36, United-States, <=50K -23, Private,138037, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,1590,50, United-States, <=50K -49, Private,174426, Some-college,10, Married-civ-spouse, Sales, Husband, White, Male,0,1977,50, United-States, >50K -45, Private,50162, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -49, Federal-gov,193998, Some-college,10, Never-married, Craft-repair, Not-in-family, Black, Male,0,0,40, United-States, <=50K -47, Self-emp-not-inc,187901, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -56, Private,82050, 11th,7, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,7298,0,40, United-States, >50K -18,,20057, Some-college,10, Never-married,, Not-in-family, Asian-Pac-Islander, Female,0,0,16, United-States, <=50K -35, Private,144200, HS-grad,9, Never-married, Handlers-cleaners, Other-relative, Other, Male,0,0,25, Columbia, <=50K -80, Self-emp-not-inc,29441, 7th-8th,4, Married-spouse-absent, Farming-fishing, Unmarried, White, Male,0,0,15, United-States, <=50K -65, Private,195695, HS-grad,9, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -51, Private,274502, Some-college,10, Widowed, Other-service, Unmarried, White, Female,0,0,25, United-States, <=50K -76,,239900, HS-grad,9, Divorced,, Not-in-family, White, Female,0,0,3, United-States, <=50K -22, Private,191954, Assoc-voc,11, Never-married, Sales, Own-child, White, Male,0,0,45, United-States, <=50K -33, Private,172304, Assoc-voc,11, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -44, Local-gov,174575, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,40, United-States, >50K -20, Private,325744, Some-college,10, Never-married, Sales, Other-relative, White, Male,0,0,40, United-States, <=50K -43, Private,26252, Some-college,10, Separated, Other-service, Unmarried, Amer-Indian-Eskimo, Female,0,0,36, United-States, <=50K -57, Private,176904, 11th,7, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -37, Self-emp-not-inc,504871, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -28, Self-emp-not-inc,141702, HS-grad,9, Never-married, Sales, Not-in-family, White, Male,0,0,60, United-States, <=50K -30, Private,399088, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,0,50, United-States, <=50K -32, Local-gov,409282, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -59, Private,532969, HS-grad,9, Married-civ-spouse, Other-service, Other-relative, White, Male,0,0,40, Nicaragua, <=50K -21,,213366, Some-college,10, Never-married,, Own-child, White, Female,0,0,38, United-States, <=50K -36, Private,188888, 12th,8, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -38, Private,24126, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -61, Self-emp-not-inc,151369, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,30, United-States, >50K -18, Private,115759, HS-grad,9, Never-married, Sales, Not-in-family, White, Female,0,0,35, United-States, <=50K -59, Self-emp-inc,171355, Masters,14, Divorced, Prof-specialty, Unmarried, White, Male,0,0,55, United-States, <=50K -18, Private,310175, 12th,8, Never-married, Other-service, Own-child, White, Female,0,0,12, United-States, <=50K -44, Private,216116, HS-grad,9, Divorced, Adm-clerical, Unmarried, Black, Female,0,0,40, Jamaica, <=50K -23, Private,204141, Some-college,10, Never-married, Adm-clerical, Own-child, White, Male,0,0,40, United-States, <=50K -44, Private,212894, 10th,6, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, Greece, <=50K -49, Private,120121, Doctorate,16, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,45, United-States, >50K -59, Self-emp-not-inc,190997, 10th,6, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,36, United-States, <=50K -36, Private,224566, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,99999,0,45, United-States, >50K -30, Private,235847, Bachelors,13, Never-married, Other-service, Own-child, White, Female,0,0,24, United-States, <=50K -56,,124319, Masters,14, Married-civ-spouse,, Husband, White, Male,0,0,40, United-States, >50K -27, Private,193807, HS-grad,9, Never-married, Craft-repair, Not-in-family, White, Male,0,1741,40, United-States, <=50K -69, Self-emp-not-inc,215926, 7th-8th,4, Married-civ-spouse, Other-service, Husband, White, Male,0,0,35, United-States, <=50K -19,,455665, HS-grad,9, Never-married,, Own-child, White, Male,0,0,44, United-States, <=50K -36, Private,36423, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,60, United-States, <=50K -42, Private,32878, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,99999,0,42, United-States, >50K -25, Private,96862, HS-grad,9, Never-married, Adm-clerical, Own-child, White, Female,2174,0,40, United-States, <=50K -17, Private,187879, 9th,5, Never-married, Other-service, Not-in-family, White, Male,0,0,50, United-States, <=50K -40, Local-gov,36296, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -40, Private,75615, HS-grad,9, Married-civ-spouse, Sales, Husband, Black, Male,0,0,43, United-States, <=50K -17, Private,168807, 10th,6, Never-married, Other-service, Own-child, White, Male,0,0,25, United-States, <=50K -24, State-gov,161783, Bachelors,13, Never-married, Transport-moving, Not-in-family, Black, Male,0,0,40,, <=50K -40, State-gov,13492, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, Amer-Indian-Eskimo, Male,0,0,84, United-States, <=50K -65, Private,119769, HS-grad,9, Widowed, Priv-house-serv, Unmarried, Black, Female,0,0,20, United-States, <=50K -38, Private,313914, Bachelors,13, Separated, Farming-fishing, Unmarried, White, Female,0,0,45, United-States, <=50K -33, Private,172584, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Female,0,1590,50, United-States, <=50K -28, Private,112425, Bachelors,13, Divorced, Tech-support, Not-in-family, White, Female,0,0,40, United-States, <=50K -22, Private,157783, HS-grad,9, Married-civ-spouse, Other-service, Husband, Asian-Pac-Islander, Male,0,0,35, Vietnam, <=50K -34, Private,356882, HS-grad,9, Married-civ-spouse, Tech-support, Husband, White, Male,0,0,40, United-States, <=50K -61, Private,156852, Assoc-voc,11, Widowed, Tech-support, Unmarried, White, Female,0,0,8, United-States, <=50K -63, Self-emp-not-inc,175177, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,35, United-States, >50K -28, Private,425127, 9th,5, Married-civ-spouse, Other-service, Other-relative, White, Female,0,0,35, United-States, <=50K -30, Local-gov,99761, Assoc-voc,11, Divorced, Adm-clerical, Own-child, White, Female,0,0,40, United-States, <=50K -36, Private,272950, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,50, United-States, >50K -43, Self-emp-not-inc,174295, 11th,7, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -24, Local-gov,157678, HS-grad,9, Married-spouse-absent, Machine-op-inspct, Unmarried, White, Female,2036,0,42, United-States, <=50K -52, Private,186224, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -17, Private,142587, 11th,7, Never-married, Sales, Own-child, White, Female,0,0,10, United-States, <=50K -46, Private,131091, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -43, Self-emp-not-inc,71269, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -54, Private,311551, Some-college,10, Divorced, Exec-managerial, Unmarried, White, Male,0,0,60, United-States, <=50K -22, Self-emp-inc,171041, Bachelors,13, Never-married, Handlers-cleaners, Own-child, White, Male,0,0,40, United-States, <=50K -42, Self-emp-not-inc,140915, HS-grad,9, Married-civ-spouse, Sales, Husband, Asian-Pac-Islander, Male,0,0,60, South, <=50K -46, Private,41223, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, >50K -46, Self-emp-inc,292569, Bachelors,13, Married-civ-spouse, Tech-support, Husband, White, Male,7298,0,65, United-States, >50K -44, Private,132921, Assoc-acdm,12, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,36, United-States, <=50K -59, Self-emp-inc,177271, Prof-school,15, Married-civ-spouse, Exec-managerial, Husband, White, Male,99999,0,84, United-States, >50K -58, Self-emp-inc,314482, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, >50K -36, Private,310531, 10th,6, Separated, Handlers-cleaners, Unmarried, Black, Male,0,0,40, United-States, <=50K -29, Private,145490, 11th,7, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -61, Private,181200, HS-grad,9, Divorced, Transport-moving, Not-in-family, White, Male,0,1564,40, United-States, >50K -29, Private,152951, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, Canada, >50K -40, Private,85668, 7th-8th,4, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,60, United-States, <=50K -30, Private,316606, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,2339,50, United-States, <=50K -38, Private,220694, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -24, Private,408585, 7th-8th,4, Married-civ-spouse, Farming-fishing, Own-child, White, Female,0,0,45, Mexico, <=50K -42, Federal-gov,36699, Some-college,10, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -50, Private,104280, Some-college,10, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, >50K -29, Private,97254, 11th,7, Never-married, Sales, Not-in-family, Amer-Indian-Eskimo, Male,4101,0,40, United-States, <=50K -35, Private,186420, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,55, United-States, <=50K -44, Private,112482, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,55, United-States, >50K -54, Private,317733, Doctorate,16, Widowed, Tech-support, Unmarried, White, Male,0,2472,40, United-States, >50K -56, Private,235136, 7th-8th,4, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, Dominican-Republic, <=50K -29, Private,229729, Bachelors,13, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -66, Private,46677, Some-college,10, Widowed, Other-service, Unmarried, Black, Female,0,0,20, United-States, <=50K -48, Federal-gov,277946, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -46, Private,263727, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -32, Private,74501, Masters,14, Never-married, Sales, Own-child, White, Female,0,0,50, United-States, <=50K -34, Private,143776, Masters,14, Never-married, Prof-specialty, Not-in-family, Black, Male,0,0,45,, >50K -69, Private,179130, HS-grad,9, Divorced, Sales, Other-relative, White, Female,0,0,38, United-States, <=50K -23, State-gov,386568, Some-college,10, Separated, Prof-specialty, Not-in-family, White, Female,0,0,20, United-States, <=50K -22, Private,413110, HS-grad,9, Never-married, Other-service, Other-relative, Black, Female,0,0,15, United-States, <=50K -45, Private,72618, Assoc-voc,11, Divorced, Exec-managerial, Not-in-family, White, Male,0,0,60, United-States, <=50K -45, Private,102288, Some-college,10, Divorced, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -47, Self-emp-not-inc,321851, Assoc-voc,11, Separated, Exec-managerial, Unmarried, White, Female,0,0,40, United-States, <=50K -32, Private,180871, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -25, Private,124483, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Asian-Pac-Islander, Male,0,0,50, India, <=50K -43, Private,72791, Some-college,10, Married-civ-spouse, Craft-repair, Husband, Black, Male,5178,0,40, United-States, >50K -47, State-gov,263215, Bachelors,13, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,80, United-States, <=50K -34, Local-gov,207668, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,41, United-States, >50K -30, Private,198953, Bachelors,13, Never-married, Exec-managerial, Not-in-family, Black, Female,0,0,40, United-States, <=50K -48, Private,38819, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,75, United-States, <=50K -43, Private,107306, Some-college,10, Divorced, Craft-repair, Not-in-family, White, Male,0,0,55, Canada, <=50K -20, Private,161962, Some-college,10, Never-married, Adm-clerical, Own-child, White, Female,0,0,16, United-States, <=50K -83, Private,192305, Some-college,10, Divorced, Prof-specialty, Unmarried, White, Female,0,0,20, United-States, <=50K -42, Private,449925, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, >50K -42, Local-gov,131167, Masters,14, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,45, United-States, <=50K -30, Local-gov,268482, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -34, State-gov,103642, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,1651,40, United-States, <=50K -43, Private,201723, HS-grad,9, Married-civ-spouse, Other-service, Husband, White, Male,0,0,40, United-States, <=50K -53, Private,186224, Assoc-voc,11, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,35, United-States, <=50K -39, Self-emp-not-inc,139703, Some-college,10, Never-married, Prof-specialty, Not-in-family, Black, Female,0,0,48, United-States, >50K -33, Private,397995, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,40, United-States, <=50K -52, Private,259323, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -18, State-gov,427515, HS-grad,9, Never-married, Adm-clerical, Own-child, Black, Female,0,0,20, United-States, <=50K -21,,187937, Some-college,10, Never-married,, Other-relative, White, Female,0,0,52, United-States, <=50K -34, Private,177437, 10th,6, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -32, Private,162442, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,0,60, United-States, <=50K -48, Private,83407, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -61,,265201, Some-college,10, Married-civ-spouse,, Husband, White, Male,0,0,14, United-States, <=50K -19, Private,109005, Some-college,10, Never-married, Sales, Own-child, White, Female,0,0,20, United-States, <=50K -55, Local-gov,56915, HS-grad,9, Divorced, Exec-managerial, Unmarried, Amer-Indian-Eskimo, Male,0,0,8, United-States, <=50K -37, Private,210830, Assoc-voc,11, Divorced, Prof-specialty, Unmarried, White, Female,0,0,38, United-States, <=50K -24, Private,194848, Bachelors,13, Never-married, Tech-support, Own-child, White, Male,0,0,40, United-States, <=50K -39, Private,109351, Assoc-voc,11, Separated, Adm-clerical, Not-in-family, White, Female,0,0,40, United-States, <=50K -39, Private,105813, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,3908,0,72, United-States, <=50K -32, Private,123430, HS-grad,9, Married-civ-spouse, Farming-fishing, Husband, White, Male,0,0,65, United-States, <=50K -44, Private,105896, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,36, United-States, <=50K -35, Self-emp-not-inc,135020, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, Germany, <=50K -27, Private,136077, HS-grad,9, Never-married, Exec-managerial, Not-in-family, White, Male,0,0,48, United-States, <=50K -18, Private,151463, 11th,7, Never-married, Craft-repair, Own-child, White, Male,0,0,20, United-States, <=50K -43, Private,73333, Some-college,10, Never-married, Exec-managerial, Not-in-family, White, Female,2174,0,40, United-States, <=50K -51, Local-gov,43705, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,54, United-States, >50K -26, Private,320465, HS-grad,9, Never-married, Other-service, Not-in-family, Black, Male,0,0,40, United-States, <=50K -23, Private,237811, Some-college,10, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, Trinadad&Tobago, <=50K -41, State-gov,190910, HS-grad,9, Married-civ-spouse, Farming-fishing, Other-relative, White, Male,0,0,40, United-States, <=50K -33, Self-emp-inc,348326, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,50, United-States, <=50K -41, Private,163287, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,62, United-States, <=50K -31, Private,97723, Assoc-acdm,12, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, >50K -56, State-gov,160383, 10th,6, Widowed, Other-service, Not-in-family, White, Female,0,0,37, United-States, <=50K -39, Federal-gov,263690, Masters,14, Married-civ-spouse, Other-service, Husband, Black, Male,3137,0,40, Trinadad&Tobago, <=50K -42, Private,278926, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -33, Private,189017, 12th,8, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,87546, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,40, United-States, <=50K -23, Local-gov,145112, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Female,0,0,43, United-States, <=50K -55, Private,107308, Assoc-voc,11, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, <=50K -79, Local-gov,132668, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,15, United-States, <=50K -47, Private,175600, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -51, Private,176608, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Wife, White, Female,0,0,40, United-States, <=50K -37, Private,217054, HS-grad,9, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,40, United-States, <=50K -47, Local-gov,244813, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, United-States, <=50K -44, Private,77373, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -41, Private,135823, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -56, Private,174864, Bachelors,13, Divorced, Exec-managerial, Unmarried, White, Male,0,0,45, United-States, >50K -45, Private,121676, Some-college,10, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,36, United-States, >50K -38, Private,108140, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,50, United-States, >50K -46, Private,185041, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,50, United-States, >50K -47, Self-emp-inc,144579, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,90, United-States, <=50K -26, Private,143280, HS-grad,9, Never-married, Adm-clerical, Other-relative, White, Female,0,0,40, United-States, <=50K -41, Private,242804, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, >50K -48, Private,156926, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, >50K -55, Self-emp-inc,103948, Assoc-voc,11, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, <=50K -28, Private,249720, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,40, United-States, <=50K -52, Private,203635, Bachelors,13, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,65, United-States, >50K -31, Private,136721, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, White, Female,0,0,40, United-States, <=50K -27, Private,114865, HS-grad,9, Separated, Craft-repair, Not-in-family, White, Male,0,0,45, United-States, <=50K -23, Private,166517, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,96219, Bachelors,13, Never-married, Exec-managerial, Other-relative, White, Female,0,0,40, United-States, <=50K -48, Private,236197, 12th,8, Widowed, Handlers-cleaners, Not-in-family, Asian-Pac-Islander, Male,0,0,40, Guatemala, <=50K -39, Private,357118, Bachelors,13, Never-married, Exec-managerial, Not-in-family, White, Female,0,1974,40, United-States, <=50K -25, Private,193787, Bachelors,13, Married-civ-spouse, Sales, Wife, White, Female,0,0,45, United-States, <=50K -27, Private,607658, Bachelors,13, Never-married, Sales, Not-in-family, White, Female,0,0,40, United-States, <=50K -64, Local-gov,47298, Doctorate,16, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,45, United-States, >50K -55, Local-gov,258121, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,1902,40, United-States, >50K -46, Private,411037, 10th,6, Divorced, Sales, Unmarried, White, Female,0,0,35, United-States, <=50K -23, Private,228724, Some-college,10, Never-married, Prof-specialty, Not-in-family, White, Male,0,0,20, United-States, <=50K -28, Private,179008, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,48, United-States, <=50K -37, Private,422933, Masters,14, Never-married, Exec-managerial, Own-child, White, Male,0,0,40, United-States, >50K -27, Private,32452, Masters,14, Married-civ-spouse, Adm-clerical, Wife, White, Female,0,0,20, United-States, >50K -35, Private,54363, Assoc-acdm,12, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,50, United-States, >50K -35, Private,113397, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, Japan, <=50K -45, Private,159080, HS-grad,9, Married-civ-spouse, Adm-clerical, Own-child, White, Female,0,0,15, United-States, <=50K -59, State-gov,354948, Bachelors,13, Married-civ-spouse, Prof-specialty, Husband, White, Male,3103,0,40, United-States, >50K -31, Private,162572, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,15024,0,60, United-States, >50K -35, Private,108140, HS-grad,9, Divorced, Craft-repair, Not-in-family, White, Male,0,0,40, United-States, <=50K -58, Private,126104, 10th,6, Divorced, Other-service, Unmarried, White, Female,0,0,65, United-States, <=50K -41, Private,145522, Bachelors,13, Never-married, Prof-specialty, Not-in-family, White, Female,0,0,45, United-States, <=50K -20, Private,61777, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,30, United-States, <=50K -39, Private,139057, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, Asian-Pac-Islander, Male,0,0,38, India, <=50K -31, Private,113129, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, <=50K -27, Private,202062, Bachelors,13, Never-married, Prof-specialty, Own-child, Black, Male,0,0,40, United-States, <=50K -34, Private,31341, HS-grad,9, Divorced, Adm-clerical, Unmarried, White, Female,0,0,40, United-States, <=50K -32, Private,196125, HS-grad,9, Married-civ-spouse, Machine-op-inspct, Husband, White, Male,0,0,40, United-States, >50K -33, Private,44559, HS-grad,9, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,35, United-States, <=50K -33, Self-emp-not-inc,202153, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,2829,0,40, United-States, <=50K -35, Private,238980, Some-college,10, Never-married, Sales, Not-in-family, White, Male,0,0,40, United-States, <=50K -56, Self-emp-not-inc,156873, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -20, Private,32805, HS-grad,9, Never-married, Other-service, Not-in-family, White, Female,0,0,40, United-States, <=50K -68, Self-emp-not-inc,273088, Some-college,10, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,10, United-States, <=50K -43, Self-emp-not-inc,241055, Masters,14, Married-civ-spouse, Sales, Husband, White, Male,0,0,45, United-States, <=50K -25, Private,157028, Bachelors,13, Never-married, Sales, Not-in-family, White, Male,0,0,60, United-States, <=50K -35, Local-gov,304252, Assoc-acdm,12, Divorced, Exec-managerial, Not-in-family, Asian-Pac-Islander, Female,0,0,40, Vietnam, <=50K -57, Private,106910, Assoc-voc,11, Divorced, Other-service, Other-relative, Asian-Pac-Islander, Female,0,0,40, Outlying-US(Guam-USVI-etc), <=50K -57, Private,127728, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,44, United-States, >50K -37, State-gov,178876, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, Amer-Indian-Eskimo, Male,0,0,40, United-States, <=50K -18, Private,78181, Some-college,10, Never-married, Other-service, Other-relative, White, Female,0,0,40, United-States, <=50K -21,,212661, Some-college,10, Never-married,, Own-child, White, Female,0,0,30, United-States, <=50K -29, Private,288229, HS-grad,9, Married-civ-spouse, Tech-support, Wife, Asian-Pac-Islander, Female,4386,0,45, United-States, >50K -24, Private,205883, HS-grad,9, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -36, Local-gov,268205, Bachelors,13, Divorced, Prof-specialty, Unmarried, White, Female,0,0,52, United-States, <=50K -23, Private,113735, Some-college,10, Divorced, Adm-clerical, Other-relative, White, Female,0,0,20, United-States, <=50K -36, Private,390243, HS-grad,9, Never-married, Craft-repair, Own-child, Black, Male,0,0,40, United-States, <=50K -52, Private,137984, HS-grad,9, Divorced, Craft-repair, Unmarried, White, Female,0,0,40, United-States, <=50K -41, Private,160785, Some-college,10, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,60, United-States, >50K -18, Private,86150, HS-grad,9, Never-married, Exec-managerial, Own-child, Asian-Pac-Islander, Female,0,0,15, United-States, <=50K -32, Private,244268, 11th,7, Married-civ-spouse, Craft-repair, Husband, White, Male,0,1672,48, United-States, <=50K -34, Self-emp-inc,177828, HS-grad,9, Divorced, Sales, Unmarried, White, Male,0,0,50, United-States, >50K -29, Private,337953, Bachelors,13, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,36, United-States, <=50K -56, Self-emp-not-inc,254711, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,20, United-States, <=50K -60, Private,127084, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,60, United-States, <=50K -19, Private,156618, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,1602,20, United-States, <=50K -30, Private,201697, HS-grad,9, Separated, Other-service, Not-in-family, White, Female,0,0,35, United-States, <=50K -50, Self-emp-not-inc,187830, Bachelors,13, Divorced, Craft-repair, Not-in-family, White, Male,27828,0,16, United-States, >50K -52, Private,240612, HS-grad,9, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40, Peru, >50K -66, Self-emp-not-inc,190160, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,20, United-States, <=50K -28, Private,109001, HS-grad,9, Never-married, Handlers-cleaners, Not-in-family, White, Male,0,0,40, United-States, <=50K -35, Local-gov,297322, Some-college,10, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,40, United-States, >50K -29, Private,335015, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,48, United-States, <=50K -50, Private,174964, 7th-8th,4, Married-civ-spouse, Transport-moving, Husband, White, Male,0,0,40, United-States, <=50K -34, Federal-gov,408813, HS-grad,9, Married-civ-spouse, Craft-repair, Wife, White, Female,0,0,40, United-States, >50K -37, Private,115332, HS-grad,9, Married-civ-spouse, Transport-moving, Husband, Black, Male,0,0,50, United-States, <=50K -29, Local-gov,170482, HS-grad,9, Married-civ-spouse, Protective-serv, Husband, Black, Male,0,2057,40, United-States, <=50K -34, Private,113688, Some-college,10, Divorced, Other-service, Not-in-family, White, Female,0,0,34, United-States, <=50K -27, Private,133770, Bachelors,13, Never-married, Prof-specialty, Not-in-family, Asian-Pac-Islander, Male,2202,0,52, Philippines, <=50K -57, Private,161964, 12th,8, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -30, Private,34572, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,80, United-States, >50K -21, Private,198259, HS-grad,9, Never-married, Handlers-cleaners, Own-child, White, Female,0,0,30, United-States, <=50K -73,,144872, HS-grad,9, Married-civ-spouse,, Husband, White, Male,0,0,25, Canada, <=50K -57, Private,161944, Some-college,10, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,60, United-States, >50K -51, Private,29887, Bachelors,13, Divorced, Tech-support, Not-in-family, White, Male,0,1590,40, United-States, <=50K -37, Federal-gov,238980, Masters,14, Never-married, Adm-clerical, Not-in-family, White, Male,0,0,42, United-States, <=50K -42, Private,275677, Assoc-voc,11, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,50, United-States, <=50K -32, Private,24529, Assoc-voc,11, Married-civ-spouse, Sales, Husband, White, Male,5178,0,60, United-States, >50K -51, Self-emp-not-inc,311631, Bachelors,13, Married-civ-spouse, Sales, Husband, White, Male,0,0,40, United-States, >50K -19, Private,105460, 9th,5, Never-married, Craft-repair, Own-child, White, Male,0,0,20, United-States, <=50K -24, Private,374763, 11th,7, Separated, Craft-repair, Not-in-family, White, Male,0,0,40, Mexico, <=50K -25, Private,242136, HS-grad,9, Divorced, Machine-op-inspct, Not-in-family, Black, Male,0,0,40, United-States, <=50K -31, Private,112115, HS-grad,9, Never-married, Machine-op-inspct, Not-in-family, White, Male,0,0,40, United-States, <=50K -49, Self-emp-inc,77132, HS-grad,9, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,0,40, Canada, >50K -81,,26711, Assoc-voc,11, Married-civ-spouse,, Husband, White, Male,2936,0,20, United-States, <=50K -60, Private,117909, Assoc-voc,11, Married-civ-spouse, Prof-specialty, Husband, White, Male,7688,0,40, United-States, >50K -39, Private,229647, Bachelors,13, Never-married, Tech-support, Not-in-family, White, Female,0,1669,40, United-States, <=50K -38, Private,149347, Masters,14, Married-civ-spouse, Prof-specialty, Husband, White, Male,0,0,50, United-States, >50K -43, Local-gov,23157, Masters,14, Married-civ-spouse, Exec-managerial, Husband, White, Male,0,1902,50, United-States, >50K -23, Private,93977, HS-grad,9, Never-married, Machine-op-inspct, Own-child, White, Male,0,0,40, United-States, <=50K -73, Self-emp-inc,159691, Some-college,10, Divorced, Exec-managerial, Not-in-family, White, Female,0,0,40, United-States, <=50K -35, Private,176967, Some-college,10, Married-civ-spouse, Protective-serv, Husband, White, Male,0,0,40, United-States, <=50K -66, Private,344436, HS-grad,9, Widowed, Sales, Other-relative, White, Female,0,0,8, United-States, <=50K -27, Private,430340, Some-college,10, Never-married, Sales, Not-in-family, White, Female,0,0,45, United-States, <=50K -40, Private,202168, Prof-school,15, Married-civ-spouse, Prof-specialty, Husband, White, Male,15024,0,55, United-States, >50K -51, Private,82720, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -22, Private,269623, Some-college,10, Never-married, Craft-repair, Own-child, White, Male,0,0,40, United-States, <=50K -64, Self-emp-not-inc,136405, HS-grad,9, Widowed, Farming-fishing, Not-in-family, White, Male,0,0,32, United-States, <=50K -50, Local-gov,139347, Masters,14, Married-civ-spouse, Prof-specialty, Wife, White, Female,0,0,40,, >50K -55, Private,224655, HS-grad,9, Separated, Priv-house-serv, Not-in-family, White, Female,0,0,32, United-States, <=50K -38, Private,247547, Assoc-voc,11, Never-married, Adm-clerical, Unmarried, Black, Female,0,0,40, United-States, <=50K -58, Private,292710, Assoc-acdm,12, Divorced, Prof-specialty, Not-in-family, White, Male,0,0,36, United-States, <=50K -32, Private,173449, HS-grad,9, Married-civ-spouse, Handlers-cleaners, Husband, White, Male,0,0,40, United-States, <=50K -48, Private,285570, HS-grad,9, Married-civ-spouse, Adm-clerical, Husband, White, Male,0,0,40, United-States, <=50K -61, Private,89686, HS-grad,9, Married-civ-spouse, Sales, Husband, White, Male,0,0,48, United-States, <=50K -31, Private,440129, HS-grad,9, Married-civ-spouse, Craft-repair, Husband, White, Male,0,0,40, United-States, <=50K -25, Private,350977, HS-grad,9, Never-married, Other-service, Own-child, White, Female,0,0,40, United-States, <=50K -48, Local-gov,349230, Masters,14, Divorced, Other-service, Not-in-family, White, Male,0,0,40, United-States, <=50K -33, Private,245211, Bachelors,13, Never-married, Prof-specialty, Own-child, White, Male,0,0,40, United-States, <=50K -39, Private,215419, Bachelors,13, Divorced, Prof-specialty, Not-in-family, White, Female,0,0,36, United-States, <=50K -64,,321403, HS-grad,9, Widowed,, Other-relative, Black, Male,0,0,40, United-States, <=50K diff --git a/vertexpipeline/monitoring_schema.yaml b/vertexpipeline/monitoring_schema.yaml deleted file mode 100644 index 0a04a5e3..00000000 --- a/vertexpipeline/monitoring_schema.yaml +++ /dev/null @@ -1,104 +0,0 @@ -# Copyright 2024 Google LLC -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# https://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# -- !!python/object:google.cloud.bigquery.schema.SchemaField - _fields: !!python/tuple [] - _properties: - mode: NULLABLE - name: age - type: FLOAT -- !!python/object:google.cloud.bigquery.schema.SchemaField - _fields: !!python/tuple [] - _properties: - mode: NULLABLE - name: workclass - type: STRING -- !!python/object:google.cloud.bigquery.schema.SchemaField - _fields: !!python/tuple [] - _properties: - mode: NULLABLE - name: fnlwgt - type: FLOAT -- !!python/object:google.cloud.bigquery.schema.SchemaField - _fields: !!python/tuple [] - _properties: - mode: NULLABLE - name: education - type: STRING -- !!python/object:google.cloud.bigquery.schema.SchemaField - _fields: !!python/tuple [] - _properties: - mode: NULLABLE - name: education_num - type: FLOAT -- !!python/object:google.cloud.bigquery.schema.SchemaField - _fields: !!python/tuple [] - _properties: - mode: NULLABLE - name: marital_status - type: STRING -- !!python/object:google.cloud.bigquery.schema.SchemaField - _fields: !!python/tuple [] - _properties: - mode: NULLABLE - name: occupation - type: STRING -- !!python/object:google.cloud.bigquery.schema.SchemaField - _fields: !!python/tuple [] - _properties: - mode: NULLABLE - name: relationship - type: STRING -- !!python/object:google.cloud.bigquery.schema.SchemaField - _fields: !!python/tuple [] - _properties: - mode: NULLABLE - name: race - type: STRING -- !!python/object:google.cloud.bigquery.schema.SchemaField - _fields: !!python/tuple [] - _properties: - mode: NULLABLE - name: gender - type: STRING -- !!python/object:google.cloud.bigquery.schema.SchemaField - _fields: !!python/tuple [] - _properties: - mode: NULLABLE - name: capital_gain - type: FLOAT -- !!python/object:google.cloud.bigquery.schema.SchemaField - _fields: !!python/tuple [] - _properties: - mode: NULLABLE - name: capital_loss - type: FLOAT -- !!python/object:google.cloud.bigquery.schema.SchemaField - _fields: !!python/tuple [] - _properties: - mode: NULLABLE - name: hours_per_week - type: FLOAT -- !!python/object:google.cloud.bigquery.schema.SchemaField - _fields: !!python/tuple [] - _properties: - mode: NULLABLE - name: native_country - type: STRING -- !!python/object:google.cloud.bigquery.schema.SchemaField - _fields: !!python/tuple [] - _properties: - mode: NULLABLE - name: income_bracket - type: STRING diff --git a/vertexpipeline/runpipeline.py b/vertexpipeline/runpipeline.py deleted file mode 100644 index 59c09d06..00000000 --- a/vertexpipeline/runpipeline.py +++ /dev/null @@ -1,204 +0,0 @@ -# Copyright 2024 Google LLC -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# https://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# -# flake8: noqa -from datetime import datetime -from google.cloud import aiplatform -import os -# from pathlib import Path as path -# from urllib.parse import urlparse -# import os -# from six.moves import urllib -# import tempfile -# import numpy as np -# import pandas as pd -# import tensorflow as tf -# import tensorflow_hub as hub -# from google.cloud import aiplatform -# from google.cloud import bigquery -# from google.api_core.exceptions import GoogleAPIError -# from typing import NamedTuple - - -class vertex_ai_pipeline: - def __init__(self, - PROJECT_ID: str = "non-prod-projectID", - PROD_PROJECT_ID: str = 'prod-projectID', - REGION: str = "us-central1", - BUCKET_URI: str = "bucket_uri", - DATA_PATH: str = "data", - KFP_COMPONENTS_PATH: str = "components", - SRC: str = "src", - BUILD: str = "build", - TRAINING_FILE: str = 'adult.data.csv', - EVAL_FILE: str = 'adult.test.csv', - DATASET_ID: str = 'census_dataset', - TRAINING_TABLE_ID: str = 'census_train_table', - EVAL_TABLE_ID: str = 'census_eval_table', - RUNNER: str = "DataflowRunner", - DATAFLOW_SUBNET: str = "https://www.googleapis.com/compute/v1/projects/prj-n-shared-restricted-wooh/regions/us-central1/subnetworks/sb-n-shared-restricted-us-central1", - JOB_NAME: str = "census-ingest", - SERVICE_ACCOUNT: str = "1053774269887-compute@developer.gserviceaccount.com", - PROD_SERVICE_ACCOUNT: str = "941180056038-compute@developer.gserviceaccount.com" - ): - - self.timestamp = datetime.now().strftime("%d_%H_%M_%S") - self.PROJECT_ID = PROJECT_ID - self.PROD_PROJECT_ID = PROD_PROJECT_ID - self.REGION = REGION - self.BUCKET_URI = BUCKET_URI - self.DATA_PATH = DATA_PATH - - DAGS_FOLDER = os.environ.get("DAGS_FOLDER", "./") - COMMON_FOLDER = os.path.join(DAGS_FOLDER, "common") - self.yaml_file_path = os.path.join( - COMMON_FOLDER, "vertex-ai-pipeline/pipeline_package.yaml") - - self.KFP_COMPONENTS_PATH = KFP_COMPONENTS_PATH - self.SRC = SRC - self.BUILD = BUILD - # Replace with the name of the image in artifact project of the common folder - self.Image = "us-central1-docker.pkg.dev/prj-c-bu3artifacts-5wdo/c-publish-artifacts/vertexpipeline:v2" - - self.DATA_URL = f'{BUCKET_URI}/data' - self.TRAINING_FILE = 'adult.data.csv' - self.EVAL_FILE = 'adult.test.csv' - self.TRAINING_URL = '%s/%s' % (self.DATA_URL, self.TRAINING_FILE) - self.EVAL_URL = '%s/%s' % (self.DATA_URL, self.EVAL_FILE) - self.DATASET_ID = 'census_dataset' - self.TRAINING_TABLE_ID = 'census_train_table' - self.EVAL_TABLE_ID = 'census_eval_table' - self.RUNNER = "DataflowRunner" - self.JOB_NAME = "census-ingest" - self.SERVICE_ACCOUNT = SERVICE_ACCOUNT - self.PROD_SERVICE_ACCOUNT = PROD_SERVICE_ACCOUNT - - self.create_bq_dataset_query = f""" - CREATE SCHEMA IF NOT EXISTS {self.DATASET_ID} - """ - self.data_config = { - "train_data_url": self.TRAINING_URL, - "eval_data_url": self.EVAL_URL, - "bq_dataset": self.DATASET_ID, - "bq_train_table": TRAINING_TABLE_ID, - "bq_eval_table": EVAL_TABLE_ID, - } - - self.dataflow_config = { - "job_name": JOB_NAME, - "python_file_path": f'{BUCKET_URI}/src/ingest_pipeline.py', - "temp_location": f'{BUCKET_URI}/temp_dataflow', - "runner": RUNNER, - "subnet": DATAFLOW_SUBNET - } - self.train_config = { - 'lr': 0.01, - 'epochs': 5, - 'base_train_dir': f'{BUCKET_URI}/training', - 'tb_log_dir': f'{BUCKET_URI}/tblogs', - } - - self.deployment_config = { - 'image': 'us-docker.pkg.dev/cloud-aiplatform/prediction/tf2-cpu.2-8:latest', - 'model_name': "income_bracket_predictor_prod", - 'endpoint_name': "census_income_endpoint_prod", - 'min_nodes': 2, - 'max_nodes': 4, - 'deployment_project': self.PROD_PROJECT_ID, - # Raplace encryption with the name of the kms key in the kms project of the prod folder - "encryption": 'projects/prj-p-kms-lkuy/locations/us-central1/keyRings/sample-keyring/cryptoKeys/prj-p-bu3machine-learning', - "service_account": self.SERVICE_ACCOUNT, - "prod_service_account": self.PROD_SERVICE_ACCOUNT - } - - self.monitoring_config = { - 'email': 'my.email@myorg.com', - 'name': 'census_monitoring' - } - - self.pipelineroot = f'{BUCKET_URI}/pipelineroot' - - def execute(self): - pipeline = aiplatform.PipelineJob( - display_name=f"census_income_{self.timestamp}", - template_path=self.yaml_file_path, - pipeline_root=self.pipelineroot, - # Raplace encryption with the name of the kms key in the kms project of the non-prod folder - encryption_spec_key_name='projects/prj-n-kms-gi2r/locations/us-central1/keyRings/sample-keyring/cryptoKeys/prj-n-bu3machine-learning', - parameter_values={ - "create_bq_dataset_query": self.create_bq_dataset_query, - "bq_dataset": self.data_config['bq_dataset'], - "bq_train_table": self.data_config['bq_train_table'], - "bq_eval_table": self.data_config['bq_eval_table'], - "job_name": self.dataflow_config['job_name'], - "train_data_url": self.data_config['train_data_url'], - "eval_data_url": self.data_config['eval_data_url'], - "python_file_path": self.dataflow_config['python_file_path'], - "dataflow_temp_location": self.dataflow_config['temp_location'], - "runner": self.dataflow_config['runner'], - "dataflow_subnet": self.dataflow_config['subnet'], - "project": self.PROJECT_ID, - "region": self.REGION, - "model_dir": f"{self.BUCKET_URI}", - "bucket_name": self.BUCKET_URI[5:], - "epochs": self.train_config['epochs'], - "lr": self.train_config['lr'], - "base_train_dir": self.train_config['base_train_dir'], - "tb_log_dir": self.train_config['tb_log_dir'], - "deployment_image": self.deployment_config['image'], - "deployed_model_name": self.deployment_config["model_name"], - "endpoint_name": self.deployment_config["endpoint_name"], - "min_nodes": self.deployment_config["min_nodes"], - "max_nodes": self.deployment_config["max_nodes"], - "deployment_project": self.deployment_config["deployment_project"], - "encryption": self.deployment_config.get("encryption"), - "service_account": self.deployment_config["service_account"], - "prod_service_account": self.deployment_config["prod_service_account"], - "monitoring_name": self.monitoring_config['name'], - "monitoring_email": self.monitoring_config['email'], - - }, - enable_caching=False, - ) - - return pipeline.run(service_account=self.SERVICE_ACCOUNT) - - -if __name__ == "__main__": - pipeline = vertex_ai_pipeline( - # Replace with your non-prod project Id - PROJECT_ID="prj-n-bu3machine-learning-brk1", \ - PROD_PROJECT_ID='prj-p-bu3machine-learning-skc4', \ # Replace with your prod project Id - REGION="us-central1", \ - BUCKET_URI="gs://bkt-n-ml-storage-akdv", \ # Replace with your bucket in non-prod - DATA_PATH="data", \ - KFP_COMPONENTS_PATH="components", \ - SRC="src", \ - BUILD="build", \ - TRAINING_FILE='adult.data.csv', \ - EVAL_FILE='adult.test.csv', \ - DATASET_ID='census_dataset', \ - TRAINING_TABLE_ID='census_train_table', \ - EVAL_TABLE_ID='census_eval_table', \ - RUNNER="DataflowRunner", \ - # Replace with the name of the subnet in your shared-restricted project in the non-prod environment - DATAFLOW_SUBNET="https://www.googleapis.com/compute/v1/projects/prj-n-shared-restricted-wooh/regions/us-central1/subnetworks/sb-n-shared-restricted-us-central1", - JOB_NAME="census-ingest", \ - # Replace with the compute default service account of your non-prod project - SERVICE_ACCOUNT="1053774269887-compute@developer.gserviceaccount.com", \ - # Replace with the compute default service account of your prod project - PROD_SERVICE_ACCOUNT="941180056038-compute@developer.gserviceaccount.com" - ) - - pipeline.execute() diff --git a/vertexpipeline/src/__init__.py b/vertexpipeline/src/__init__.py deleted file mode 100644 index 05165af6..00000000 --- a/vertexpipeline/src/__init__.py +++ /dev/null @@ -1,14 +0,0 @@ -# Copyright 2024 Google LLC -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# https://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# diff --git a/vertexpipeline/src/ingest_pipeline.py b/vertexpipeline/src/ingest_pipeline.py deleted file mode 100644 index ba78a500..00000000 --- a/vertexpipeline/src/ingest_pipeline.py +++ /dev/null @@ -1,115 +0,0 @@ -# Copyright 2024 Google LLC -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# https://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# -# flake8: noqa -from __future__ import absolute_import -import logging -import argparse -import apache_beam as beam -from apache_beam.io import ReadFromText, ReadAllFromText -from apache_beam.dataframe.io import read_csv -from apache_beam.io.gcp.bigquery import WriteToBigQuery -from apache_beam.options.pipeline_options import PipelineOptions -from apache_beam.io.gcp.internal.clients import bigquery -from apache_beam.options.pipeline_options import SetupOptions - - -def get_bigquery_schema(): - """ - A function to get the BigQuery schema. - Returns: - A list of BigQuery schema. - """ - - table_schema = bigquery.TableSchema() - columns = (('age', 'FLOAT64', 'nullable'), - ('workclass', 'STRING', 'nullable'), - ('fnlwgt', 'FLOAT64', 'nullable'), - ('education', 'STRING', 'nullable'), - ('education_num', 'FLOAT64', 'nullable'), - ('marital_status', 'STRING', 'nullable'), - ('occupation', 'STRING', 'nullable'), - ("relationship", "STRING", 'nullable'), - ("race", "STRING", 'nullable'), - ("gender", "STRING", 'nullable'), - ("capital_gain", "FLOAT64", 'nullable'), - ("capital_loss", "FLOAT64", 'nullable'), - ("hours_per_week", "FLOAT64", 'nullable'), - ("native_country", "STRING", 'nullable'), - ("income_bracket", "STRING", 'nullable') - ) - - for column in columns: - column_schema = bigquery.TableFieldSchema() - column_schema.name = column[0] - column_schema.type = column[1] - column_schema.mode = column[2] - table_schema.fields.append(column_schema) - - return table_schema - - -def get_args(): - parser = argparse.ArgumentParser() - parser.add_argument('--url', dest='url', default="BUCKET_URI/data/adult.data.csv", - help='url of the data to be downloaded') - parser.add_argument('--bq-dataset', dest='dataset_id', required=False, - default='census_dataset', help='Dataset name used in BigQuery.') - parser.add_argument('--bq-table', dest='table_id', required=False, - default='census_train_table', help='Table name used in BigQuery.') - parser.add_argument('--bq-project', dest='project_id', required=False, - default='majid-test-407120', help='project id') - args, pipeline_args = parser.parse_known_args() - return args, pipeline_args - - -def transform(line): - values = line.split(",") - d = {} - fields = ["age", "workclass", "fnlwgt", "education", "education_num", - "marital_status", "occupation", "relationship", "race", "gender", - "capital_gain", "capital_loss", "hours_per_week", "native_country", "income_bracket"] - for i in range(len(fields)): - d[fields[i]] = values[i].strip() - return d - - -def load_data_into_bigquery(args, pipeline_args): - options = PipelineOptions(pipeline_args) - options.view_as(SetupOptions).save_main_session = True - p = beam.Pipeline(options=options) - - (p - | 'Create PCollection' >> beam.Create([args.url]) - | 'ReadFromText' >> ReadAllFromText(skip_header_lines=1) - | 'string to bq row' >> beam.Map(lambda s: transform(s)) - | 'WriteToBigQuery' >> WriteToBigQuery( - table=args.table_id, - dataset=args.dataset_id, - project=args.project_id, - schema=get_bigquery_schema(), - create_disposition=beam.io.BigQueryDisposition.CREATE_IF_NEEDED, - write_disposition=beam.io.BigQueryDisposition.WRITE_TRUNCATE, - ) - ) - - job = p.run() - if options.get_all_options()['runner'] == 'DirectRunner': - job.wait_until_finish() - - -if __name__ == '__main__': - args, pipeline_args = get_args() - logging.getLogger().setLevel(logging.INFO) - load_data_into_bigquery(args, pipeline_args)